id	sid	tid	token	lemma	pos
cblr-7814	1	1	microsoft	microsoft	PROPN
cblr-7814	1	2	word	word	PROPN
cblr-7814	1	3	7	7	NUM
cblr-7814	1	4	pedersen	pedersen	NOUN
cblr-7814	1	5	(	(	PUNCT
cblr-7814	1	6	note	note	NOUN
cblr-7814	1	7	)	)	PUNCT
cblr-7814	1	8	pedersen	pedersen	NOUN
cblr-7814	1	9	(	(	PUNCT
cblr-7814	1	10	note	note	NOUN
cblr-7814	1	11	)	)	PUNCT
cblr-7814	1	12	1/15/2021	1/15/2021	NUM
cblr-7814	1	13	5:01	5:01	NUM
cblr-7814	1	14	pm	pm	NOUN
cblr-7814	1	15	note	note	VERB
cblr-7814	1	16	people	people	NOUN
cblr-7814	1	17	analytics	analytic	NOUN
cblr-7814	1	18	and	and	CCONJ
cblr-7814	1	19	individual	individual	ADJ
cblr-7814	1	20	autonomy	autonomy	NOUN
cblr-7814	1	21	:	:	PUNCT
cblr-7814	1	22	employing	employ	VERB
cblr-7814	1	23	predictive	predictive	ADJ
cblr-7814	1	24	algorithms	algorithm	NOUN
cblr-7814	1	25	as	as	ADP
cblr-7814	1	26	omniscient	omniscient	NOUN
cblr-7814	1	27	gatekeepers	gatekeeper	NOUN
cblr-7814	1	28	in	in	ADP
cblr-7814	1	29	the	the	DET
cblr-7814	1	30	digital	digital	ADJ
cblr-7814	1	31	age	age	NOUN
cblr-7814	1	32	workplace	workplace	NOUN
cblr-7814	1	33	erica	erica	PROPN
cblr-7814	1	34	pedersen	pedersen	PROPN
cblr-7814	1	35	*	*	PROPN
cblr-7814	1	36	people	people	NOUN
cblr-7814	1	37	analytics	analytic	NOUN
cblr-7814	1	38	is	be	AUX
cblr-7814	1	39	a	a	DET
cblr-7814	1	40	powerful	powerful	ADJ
cblr-7814	1	41	tool	tool	NOUN
cblr-7814	1	42	with	with	ADP
cblr-7814	1	43	immense	immense	ADJ
cblr-7814	1	44	promise	promise	NOUN
cblr-7814	1	45	for	for	ADP
cblr-7814	1	46	enhancing	enhance	VERB
cblr-7814	1	47	organizational	organizational	ADJ
cblr-7814	1	48	insights	insight	NOUN
cblr-7814	1	49	.	.	PUNCT
cblr-7814	2	1	however	however	ADV
cblr-7814	2	2	,	,	PUNCT
cblr-7814	2	3	this	this	DET
cblr-7814	2	4	note	note	NOUN
cblr-7814	2	5	argues	argue	VERB
cblr-7814	2	6	that	that	SCONJ
cblr-7814	2	7	employers	employer	NOUN
cblr-7814	2	8	’	’	PART
cblr-7814	2	9	unfettered	unfettered	ADJ
cblr-7814	2	10	use	use	NOUN
cblr-7814	2	11	of	of	ADP
cblr-7814	2	12	opaque	opaque	ADJ
cblr-7814	2	13	predictive	predictive	ADJ
cblr-7814	2	14	algorithms	algorithm	NOUN
cblr-7814	2	15	,	,	PUNCT
cblr-7814	2	16	which	which	PRON
cblr-7814	2	17	are	be	AUX
cblr-7814	2	18	trained	train	VERB
cblr-7814	2	19	on	on	ADP
cblr-7814	2	20	behavioral	behavioral	ADJ
cblr-7814	2	21	data	datum	NOUN
cblr-7814	2	22	to	to	PART
cblr-7814	2	23	profile	profile	VERB
cblr-7814	2	24	workers	worker	NOUN
cblr-7814	2	25	and	and	CCONJ
cblr-7814	2	26	guide	guide	VERB
cblr-7814	2	27	employment	employment	NOUN
cblr-7814	2	28	outcomes	outcome	NOUN
cblr-7814	2	29	,	,	PUNCT
cblr-7814	2	30	represents	represent	VERB
cblr-7814	2	31	a	a	DET
cblr-7814	2	32	significant	significant	ADJ
cblr-7814	2	33	threat	threat	NOUN
cblr-7814	2	34	to	to	ADP
cblr-7814	2	35	individual	individual	ADJ
cblr-7814	2	36	autonomy	autonomy	NOUN
cblr-7814	2	37	.	.	PUNCT
cblr-7814	3	1	part	part	PROPN
cblr-7814	3	2	ii	ii	PROPN
cblr-7814	3	3	explores	explore	VERB
cblr-7814	3	4	the	the	DET
cblr-7814	3	5	emergence	emergence	NOUN
cblr-7814	3	6	of	of	ADP
cblr-7814	3	7	people	people	NOUN
cblr-7814	3	8	analytics	analytic	NOUN
cblr-7814	3	9	as	as	ADP
cblr-7814	3	10	a	a	DET
cblr-7814	3	11	continuation	continuation	NOUN
cblr-7814	3	12	and	and	CCONJ
cblr-7814	3	13	merger	merger	NOUN
cblr-7814	3	14	of	of	ADP
cblr-7814	3	15	historical	historical	ADJ
cblr-7814	3	16	approaches	approach	NOUN
cblr-7814	3	17	to	to	ADP
cblr-7814	3	18	scientific	scientific	ADJ
cblr-7814	3	19	management	management	NOUN
cblr-7814	3	20	in	in	ADP
cblr-7814	3	21	the	the	DET
cblr-7814	3	22	american	american	ADJ
cblr-7814	3	23	workplace	workplace	NOUN
cblr-7814	3	24	.	.	PUNCT
cblr-7814	4	1	part	part	NOUN
cblr-7814	4	2	iii	iii	PROPN
cblr-7814	4	3	contrasts	contrast	VERB
cblr-7814	4	4	the	the	DET
cblr-7814	4	5	organizational	organizational	ADJ
cblr-7814	4	6	benefits	benefit	NOUN
cblr-7814	4	7	of	of	ADP
cblr-7814	4	8	predictive	predictive	ADJ
cblr-7814	4	9	analytics	analytic	NOUN
cblr-7814	4	10	against	against	ADP
cblr-7814	4	11	the	the	DET
cblr-7814	4	12	uniquely	uniquely	ADV
cblr-7814	4	13	intrusive	intrusive	ADJ
cblr-7814	4	14	,	,	PUNCT
cblr-7814	4	15	non	non	ADJ
cblr-7814	4	16	-	-	ADJ
cblr-7814	4	17	transparent	transparent	ADJ
cblr-7814	4	18	,	,	PUNCT
cblr-7814	4	19	and	and	CCONJ
cblr-7814	4	20	sometimes	sometimes	ADV
cblr-7814	4	21	arbitrary	arbitrary	ADJ
cblr-7814	4	22	manner	manner	NOUN
cblr-7814	4	23	in	in	ADP
cblr-7814	4	24	which	which	PRON
cblr-7814	4	25	they	they	PRON
cblr-7814	4	26	are	be	AUX
cblr-7814	4	27	currently	currently	ADV
cblr-7814	4	28	deployed	deploy	VERB
cblr-7814	4	29	against	against	ADP
cblr-7814	4	30	workers	worker	NOUN
cblr-7814	4	31	.	.	PUNCT
cblr-7814	5	1	part	part	NOUN
cblr-7814	5	2	iv	iv	NUM
cblr-7814	5	3	discusses	discuss	VERB
cblr-7814	5	4	how	how	SCONJ
cblr-7814	5	5	people	people	NOUN
cblr-7814	5	6	analytics	analytic	NOUN
cblr-7814	5	7	may	may	AUX
cblr-7814	5	8	hasten	hasten	VERB
cblr-7814	5	9	the	the	DET
cblr-7814	5	10	erosion	erosion	NOUN
cblr-7814	5	11	of	of	ADP
cblr-7814	5	12	employees	employee	NOUN
cblr-7814	5	13	’	’	PART
cblr-7814	5	14	normative	normative	ADJ
cblr-7814	5	15	rights	right	NOUN
cblr-7814	5	16	in	in	ADP
cblr-7814	5	17	the	the	DET
cblr-7814	5	18	workplace	workplace	NOUN
cblr-7814	5	19	.	.	PUNCT
cblr-7814	6	1	it	it	PRON
cblr-7814	6	2	then	then	ADV
cblr-7814	6	3	discusses	discuss	VERB
cblr-7814	6	4	the	the	DET
cblr-7814	6	5	insufficiency	insufficiency	NOUN
cblr-7814	6	6	of	of	ADP
cblr-7814	6	7	existing	exist	VERB
cblr-7814	6	8	regulatory	regulatory	ADJ
cblr-7814	6	9	and	and	CCONJ
cblr-7814	6	10	common	common	ADJ
cblr-7814	6	11	law	law	NOUN
cblr-7814	6	12	mechanisms	mechanism	NOUN
cblr-7814	6	13	to	to	PART
cblr-7814	6	14	protect	protect	VERB
cblr-7814	6	15	workers	worker	NOUN
cblr-7814	6	16	from	from	ADP
cblr-7814	6	17	arbitrary	arbitrary	ADJ
cblr-7814	6	18	or	or	CCONJ
cblr-7814	6	19	discriminatory	discriminatory	ADJ
cblr-7814	6	20	decisionmaking	decisionmaking	NOUN
cblr-7814	6	21	based	base	VERB
cblr-7814	6	22	on	on	ADP
cblr-7814	6	23	algorithmic	algorithmic	ADJ
cblr-7814	6	24	profiling	profiling	NOUN
cblr-7814	6	25	.	.	PUNCT
cblr-7814	7	1	finally	finally	ADV
cblr-7814	7	2	,	,	PUNCT
cblr-7814	7	3	part	part	NOUN
cblr-7814	7	4	v	v	NOUN
cblr-7814	7	5	reviews	review	VERB
cblr-7814	7	6	some	some	DET
cblr-7814	7	7	proposed	propose	VERB
cblr-7814	7	8	solutions	solution	NOUN
cblr-7814	7	9	,	,	PUNCT
cblr-7814	7	10	emphasizing	emphasize	VERB
cblr-7814	7	11	the	the	DET
cblr-7814	7	12	importance	importance	NOUN
cblr-7814	7	13	of	of	ADP
cblr-7814	7	14	employee	employee	NOUN
cblr-7814	7	15	voice	voice	NOUN
cblr-7814	7	16	and	and	CCONJ
cblr-7814	7	17	the	the	DET
cblr-7814	7	18	need	need	NOUN
cblr-7814	7	19	for	for	ADP
cblr-7814	7	20	proactive	proactive	ADJ
cblr-7814	7	21	regulations	regulation	NOUN
cblr-7814	7	22	to	to	PART
cblr-7814	7	23	enforce	enforce	VERB
cblr-7814	7	24	algorithmic	algorithmic	ADJ
cblr-7814	7	25	transparency	transparency	NOUN
cblr-7814	7	26	and	and	CCONJ
cblr-7814	7	27	protect	protect	VERB
cblr-7814	7	28	individuals	individual	NOUN
cblr-7814	7	29	’	'	PUNCT
cblr-7814	7	30	rights	right	NOUN
cblr-7814	7	31	to	to	ADP
cblr-7814	7	32	privacy	privacy	NOUN
cblr-7814	7	33	and	and	CCONJ
cblr-7814	7	34	autonomy	autonomy	NOUN
cblr-7814	7	35	.	.	PUNCT
cblr-7814	8	1	*	*	PUNCT
cblr-7814	8	2	j.d	j.d	PROPN
cblr-7814	8	3	.	.	PROPN
cblr-7814	8	4	candidate	candidate	NOUN
cblr-7814	8	5	2021	2021	NUM
cblr-7814	8	6	,	,	PUNCT
cblr-7814	8	7	columbia	columbia	PROPN
cblr-7814	8	8	law	law	PROPN
cblr-7814	8	9	school	school	NOUN
cblr-7814	8	10	;	;	PUNCT
cblr-7814	8	11	b.a	b.a	PROPN
cblr-7814	8	12	.	.	PROPN
cblr-7814	8	13	in	in	ADP
cblr-7814	8	14	economics	economic	NOUN
cblr-7814	8	15	and	and	CCONJ
cblr-7814	8	16	political	political	ADJ
cblr-7814	8	17	science	science	NOUN
cblr-7814	8	18	,	,	PUNCT
cblr-7814	8	19	2016	2016	NUM
cblr-7814	8	20	,	,	PUNCT
cblr-7814	8	21	mcgill	mcgill	PROPN
cblr-7814	8	22	university	university	PROPN
cblr-7814	8	23	.	.	PUNCT
cblr-7814	9	1	i	i	PRON
cblr-7814	9	2	am	be	AUX
cblr-7814	9	3	grateful	grateful	ADJ
cblr-7814	9	4	to	to	PART
cblr-7814	9	5	mark	mark	VERB
cblr-7814	9	6	barenberg	barenberg	PROPN
cblr-7814	9	7	and	and	CCONJ
cblr-7814	9	8	doris	doris	PROPN
cblr-7814	9	9	taber	taber	PROPN
cblr-7814	9	10	for	for	ADP
cblr-7814	9	11	their	their	PRON
cblr-7814	9	12	wisdom	wisdom	NOUN
cblr-7814	9	13	and	and	CCONJ
cblr-7814	9	14	guidance	guidance	NOUN
cblr-7814	9	15	.	.	PUNCT
cblr-7814	10	1	pedersen	pedersen	NOUN
cblr-7814	10	2	(	(	PUNCT
cblr-7814	10	3	note	note	NOUN
cblr-7814	10	4	)	)	PUNCT
cblr-7814	10	5	1/15/2021	1/15/2021	NUM
cblr-7814	10	6	5:01	5:01	NUM
cblr-7814	10	7	pm	pm	NOUN
cblr-7814	10	8	no	no	INTJ
cblr-7814	10	9	.	.	PUNCT
cblr-7814	11	1	3:1122	3:1122	NUM
cblr-7814	11	2	]	]	X
cblr-7814	11	3	people	people	NOUN
cblr-7814	11	4	analytics	analytic	NOUN
cblr-7814	11	5	and	and	CCONJ
cblr-7814	11	6	individual	individual	ADJ
cblr-7814	11	7	autonomy	autonomy	NOUN
cblr-7814	11	8	1123	1123	NUM
cblr-7814	11	9	i.	i.	NOUN
cblr-7814	11	10	introduction	introduction	NOUN
cblr-7814	11	11	.................................................................	.................................................................	PUNCT
cblr-7814	12	1	1123	1123	NUM
cblr-7814	12	2	ii	ii	NOUN
cblr-7814	12	3	.	.	PUNCT
cblr-7814	13	1	people	people	NOUN
cblr-7814	13	2	analytics	analytic	NOUN
cblr-7814	13	3	:	:	PUNCT
cblr-7814	13	4	scientific	scientific	ADJ
cblr-7814	13	5	management	management	NOUN
cblr-7814	13	6	for	for	ADP
cblr-7814	13	7	the	the	DET
cblr-7814	13	8	digital	digital	ADJ
cblr-7814	13	9	age	age	NOUN
cblr-7814	13	10	............................................................................	............................................................................	PUNCT
cblr-7814	13	11	1130	1130	NUM
cblr-7814	13	12	a.	a.	NOUN
cblr-7814	13	13	managerial	managerial	ADJ
cblr-7814	13	14	paternalism	paternalism	NOUN
cblr-7814	13	15	and	and	CCONJ
cblr-7814	13	16	historical	historical	ADJ
cblr-7814	13	17	efforts	effort	NOUN
cblr-7814	13	18	to	to	PART
cblr-7814	13	19	maximize	maximize	VERB
cblr-7814	13	20	labor	labor	NOUN
cblr-7814	13	21	productivity	productivity	NOUN
cblr-7814	13	22	............................	............................	PUNCT
cblr-7814	13	23	1130	1130	NUM
cblr-7814	13	24	b.	b.	X
cblr-7814	13	25	constructing	construct	VERB
cblr-7814	13	26	people	people	NOUN
cblr-7814	13	27	analytics	analytic	NOUN
cblr-7814	13	28	algorithms	algorithm	NOUN
cblr-7814	13	29	.......	.......	PUNCT
cblr-7814	14	1	1133	1133	NUM
cblr-7814	14	2	1	1	NUM
cblr-7814	14	3	.	.	PUNCT
cblr-7814	14	4	data	datum	NOUN
cblr-7814	14	5	preparation	preparation	NOUN
cblr-7814	14	6	...........................................	...........................................	PUNCT
cblr-7814	14	7	1133	1133	NUM
cblr-7814	14	8	2	2	X
cblr-7814	14	9	.	.	PUNCT
cblr-7814	14	10	designing	design	VERB
cblr-7814	14	11	algorithms	algorithm	NOUN
cblr-7814	14	12	....................................	....................................	PUNCT
cblr-7814	14	13	1134	1134	NUM
cblr-7814	14	14	3	3	NUM
cblr-7814	14	15	.	.	PUNCT
cblr-7814	14	16	training	training	NOUN
cblr-7814	14	17	algorithms	algorithm	NOUN
cblr-7814	14	18	......................................	......................................	PUNCT
cblr-7814	14	19	1137	1137	NUM
cblr-7814	14	20	4	4	NUM
cblr-7814	14	21	.	.	PUNCT
cblr-7814	15	1	algorithms	algorithm	NOUN
cblr-7814	15	2	and	and	CCONJ
cblr-7814	15	3	human	human	ADJ
cblr-7814	15	4	rights	right	NOUN
cblr-7814	15	5	.....................	.....................	PUNCT
cblr-7814	15	6	1138	1138	NUM
cblr-7814	15	7	iii	iii	NOUN
cblr-7814	15	8	.	.	PUNCT
cblr-7814	16	1	unleashing	unleash	VERB
cblr-7814	16	2	predictive	predictive	ADJ
cblr-7814	16	3	analytics	analytic	NOUN
cblr-7814	16	4	in	in	ADP
cblr-7814	16	5	the	the	DET
cblr-7814	16	6	workplace	workplace	NOUN
cblr-7814	16	7	....	....	PUNCT
cblr-7814	16	8	1139	1139	NUM
cblr-7814	16	9	a.	a.	NOUN
cblr-7814	16	10	the	the	DET
cblr-7814	16	11	business	business	NOUN
cblr-7814	16	12	case	case	NOUN
cblr-7814	16	13	for	for	ADP
cblr-7814	16	14	people	people	NOUN
cblr-7814	16	15	analytics	analytic	NOUN
cblr-7814	16	16	...........	...........	PUNCT
cblr-7814	16	17	1139	1139	NUM
cblr-7814	16	18	b.	b.	PROPN
cblr-7814	16	19	market	market	NOUN
cblr-7814	16	20	forces	force	NOUN
cblr-7814	16	21	fail	fail	VERB
cblr-7814	16	22	to	to	PART
cblr-7814	16	23	incentivize	incentivize	VERB
cblr-7814	16	24	improvements	improvement	NOUN
cblr-7814	16	25	to	to	PART
cblr-7814	16	26	biased	biased	ADJ
cblr-7814	16	27	,	,	PUNCT
cblr-7814	16	28	arbitrary	arbitrary	ADJ
cblr-7814	16	29	,	,	PUNCT
cblr-7814	16	30	and	and	CCONJ
cblr-7814	16	31	ineffective	ineffective	ADJ
cblr-7814	16	32	algorithms	algorithm	NOUN
cblr-7814	16	33	.	.	PUNCT
cblr-7814	17	1	1142	1142	NUM
cblr-7814	17	2	c.	c.	PROPN
cblr-7814	17	3	predictive	predictive	PROPN
cblr-7814	17	4	analytics	analytic	NOUN
cblr-7814	17	5	’	'	PUNCT
cblr-7814	17	6	focus	focus	VERB
cblr-7814	17	7	on	on	ADP
cblr-7814	17	8	algorithmic	algorithmic	ADJ
cblr-7814	17	9	profiling	profiling	NOUN
cblr-7814	17	10	and	and	CCONJ
cblr-7814	17	11	preemption	preemption	NOUN
cblr-7814	17	12	..................................	..................................	PUNCT
cblr-7814	17	13	1144	1144	NUM
cblr-7814	17	14	iv	iv	NUM
cblr-7814	17	15	.	.	PUNCT
cblr-7814	17	16	algorithmic	algorithmic	ADJ
cblr-7814	17	17	profiling	profiling	NOUN
cblr-7814	17	18	and	and	CCONJ
cblr-7814	17	19	preemption	preemption	NOUN
cblr-7814	17	20	in	in	ADP
cblr-7814	17	21	the	the	DET
cblr-7814	17	22	workplace	workplace	NOUN
cblr-7814	17	23	will	will	AUX
cblr-7814	17	24	accelerate	accelerate	VERB
cblr-7814	17	25	the	the	DET
cblr-7814	17	26	erosion	erosion	NOUN
cblr-7814	17	27	of	of	ADP
cblr-7814	17	28	workers	worker	NOUN
cblr-7814	17	29	’	’	PART
cblr-7814	17	30	rights	right	NOUN
cblr-7814	17	31	and	and	CCONJ
cblr-7814	17	32	autonomy	autonomy	NOUN
cblr-7814	17	33	.................................................................	.................................................................	PUNCT
cblr-7814	17	34	1149	1149	NUM
cblr-7814	17	35	a.	a.	NOUN
cblr-7814	17	36	the	the	DET
cblr-7814	17	37	dissolution	dissolution	NOUN
cblr-7814	17	38	of	of	ADP
cblr-7814	17	39	the	the	DET
cblr-7814	17	40	employee	employee	NOUN
cblr-7814	17	41	’s	’s	PART
cblr-7814	17	42	right	right	NOUN
cblr-7814	17	43	to	to	ADP
cblr-7814	17	44	privacy	privacy	NOUN
cblr-7814	17	45	and	and	CCONJ
cblr-7814	17	46	autonomy	autonomy	NOUN
cblr-7814	17	47	....................................................	....................................................	PUNCT
cblr-7814	17	48	1151	1151	NUM
cblr-7814	17	49	b.	b.	X
cblr-7814	17	50	the	the	DET
cblr-7814	17	51	inadequacy	inadequacy	NOUN
cblr-7814	17	52	of	of	ADP
cblr-7814	17	53	anti	anti	ADJ
cblr-7814	17	54	-	-	ADJ
cblr-7814	17	55	discrimination	discrimination	ADJ
cblr-7814	17	56	regulations	regulation	NOUN
cblr-7814	17	57	to	to	PART
cblr-7814	17	58	combat	combat	VERB
cblr-7814	17	59	algorithmic	algorithmic	ADJ
cblr-7814	17	60	bias	bias	NOUN
cblr-7814	17	61	..........	..........	PUNCT
cblr-7814	18	1	1155	1155	NUM
cblr-7814	18	2	1	1	NUM
cblr-7814	18	3	.	.	PUNCT
cblr-7814	19	1	the	the	DET
cblr-7814	19	2	uniform	uniform	ADJ
cblr-7814	19	3	guidelines	guideline	NOUN
cblr-7814	19	4	on	on	ADP
cblr-7814	19	5	employee	employee	NOUN
cblr-7814	19	6	selection	selection	NOUN
cblr-7814	19	7	procedures	procedure	NOUN
cblr-7814	19	8	....................................	....................................	PUNCT
cblr-7814	19	9	1156	1156	NUM
cblr-7814	19	10	2	2	X
cblr-7814	19	11	.	.	PUNCT
cblr-7814	19	12	title	title	PROPN
cblr-7814	19	13	vii	vii	PROPN
cblr-7814	19	14	........................................................	........................................................	PUNCT
cblr-7814	19	15	1158	1158	NUM
cblr-7814	20	1	v.	v.	CCONJ
cblr-7814	20	2	towards	towards	ADP
cblr-7814	20	3	transparent	transparent	ADJ
cblr-7814	20	4	and	and	CCONJ
cblr-7814	20	5	accountable	accountable	ADJ
cblr-7814	20	6	people	people	NOUN
cblr-7814	20	7	analytics	analytic	NOUN
cblr-7814	20	8	..................................................................................	..................................................................................	PUNCT
cblr-7814	20	9	1158	1158	NUM
cblr-7814	20	10	a.	a.	NOUN
cblr-7814	20	11	regulatory	regulatory	ADJ
cblr-7814	20	12	priorities	priority	NOUN
cblr-7814	20	13	.........................................	.........................................	PUNCT
cblr-7814	21	1	1159	1159	NUM
cblr-7814	21	2	b.	b.	X
cblr-7814	21	3	the	the	DET
cblr-7814	21	4	importance	importance	NOUN
cblr-7814	21	5	of	of	ADP
cblr-7814	21	6	employee	employee	NOUN
cblr-7814	21	7	voice	voice	NOUN
cblr-7814	21	8	and	and	CCONJ
cblr-7814	21	9	collective	collective	ADJ
cblr-7814	21	10	action	action	NOUN
cblr-7814	21	11	.................................................................	.................................................................	PUNCT
cblr-7814	21	12	1161	1161	NUM
cblr-7814	21	13	vi	vi	NOUN
cblr-7814	21	14	.	.	PROPN
cblr-7814	21	15	conclusion	conclusion	NOUN
cblr-7814	21	16	...................................................................	...................................................................	PUNCT
cblr-7814	21	17	1163	1163	NUM
cblr-7814	21	18	i.	i.	NOUN
cblr-7814	21	19	introduction	introduction	NOUN
cblr-7814	21	20	every	every	DET
cblr-7814	21	21	day	day	NOUN
cblr-7814	21	22	,	,	PUNCT
cblr-7814	21	23	big	big	ADJ
cblr-7814	21	24	data	datum	NOUN
cblr-7814	21	25	analytics	analytic	NOUN
cblr-7814	21	26	play	play	VERB
cblr-7814	21	27	a	a	DET
cblr-7814	21	28	powerful	powerful	ADJ
cblr-7814	21	29	and	and	CCONJ
cblr-7814	21	30	often	often	ADV
cblr-7814	21	31	decisive	decisive	ADJ
cblr-7814	21	32	role	role	NOUN
cblr-7814	21	33	in	in	ADP
cblr-7814	21	34	determining	determine	VERB
cblr-7814	21	35	the	the	DET
cblr-7814	21	36	choices	choice	NOUN
cblr-7814	21	37	and	and	CCONJ
cblr-7814	21	38	opportunities	opportunity	NOUN
cblr-7814	21	39	available	available	ADJ
cblr-7814	21	40	to	to	ADP
cblr-7814	21	41	individuals	individual	NOUN
cblr-7814	21	42	.	.	PUNCT
cblr-7814	22	1	opaque	opaque	ADJ
cblr-7814	22	2	,	,	PUNCT
cblr-7814	22	3	privately	privately	ADV
cblr-7814	22	4	-	-	PUNCT
cblr-7814	22	5	developed	develop	VERB
cblr-7814	22	6	pedersen	pedersen	NOUN
cblr-7814	22	7	(	(	PUNCT
cblr-7814	22	8	note	note	NOUN
cblr-7814	22	9	)	)	PUNCT
cblr-7814	22	10	1/15/2021	1/15/2021	NUM
cblr-7814	22	11	5:01	5:01	NUM
cblr-7814	22	12	pm	pm	NOUN
cblr-7814	22	13	1124	1124	NUM
cblr-7814	22	14	columbia	columbia	PROPN
cblr-7814	22	15	business	business	NOUN
cblr-7814	22	16	law	law	PROPN
cblr-7814	22	17	review	review	NOUN
cblr-7814	22	18	[	[	X
cblr-7814	22	19	vol	vol	NOUN
cblr-7814	22	20	.	.	PUNCT
cblr-7814	22	21	2020	2020	NUM
cblr-7814	22	22	algorithms	algorithm	NOUN
cblr-7814	22	23	control	control	NOUN
cblr-7814	22	24	access	access	NOUN
cblr-7814	22	25	to	to	ADP
cblr-7814	22	26	credit	credit	NOUN
cblr-7814	22	27	and	and	CCONJ
cblr-7814	22	28	loans,1	loans,1	AUX
cblr-7814	22	29	guide	guide	VERB
cblr-7814	22	30	policing	policing	NOUN
cblr-7814	22	31	and	and	CCONJ
cblr-7814	22	32	criminal	criminal	ADJ
cblr-7814	22	33	sentencing	sentencing	NOUN
cblr-7814	22	34	decisions,2	decisions,2	NOUN
cblr-7814	22	35	segment	segment	NOUN
cblr-7814	22	36	insurance	insurance	NOUN
cblr-7814	22	37	markets,3	markets,3	NOUN
cblr-7814	22	38	and	and	CCONJ
cblr-7814	22	39	target	target	NOUN
cblr-7814	22	40	delivery	delivery	NOUN
cblr-7814	22	41	of	of	ADP
cblr-7814	22	42	news	news	NOUN
cblr-7814	22	43	,	,	PUNCT
cblr-7814	22	44	services	service	NOUN
cblr-7814	22	45	,	,	PUNCT
cblr-7814	22	46	and	and	CCONJ
cblr-7814	22	47	advertising,4	advertising,4	VERB
cblr-7814	22	48	among	among	ADP
cblr-7814	22	49	many	many	ADJ
cblr-7814	22	50	other	other	ADJ
cblr-7814	22	51	applications.5	applications.5	NOUN
cblr-7814	22	52	to	to	PART
cblr-7814	22	53	achieve	achieve	VERB
cblr-7814	22	54	these	these	DET
cblr-7814	22	55	goals	goal	NOUN
cblr-7814	22	56	,	,	PUNCT
cblr-7814	22	57	companies	company	NOUN
cblr-7814	22	58	increasingly	increasingly	ADV
cblr-7814	22	59	rely	rely	VERB
cblr-7814	22	60	on	on	ADP
cblr-7814	22	61	artificial	artificial	ADJ
cblr-7814	22	62	intelligence	intelligence	NOUN
cblr-7814	22	63	(	(	PUNCT
cblr-7814	22	64	ai	ai	NOUN
cblr-7814	22	65	)	)	PUNCT
cblr-7814	22	66	to	to	PART
cblr-7814	22	67	rank	rank	VERB
cblr-7814	22	68	and	and	CCONJ
cblr-7814	22	69	predict	predict	VERB
cblr-7814	22	70	individuals	individual	NOUN
cblr-7814	22	71	’	'	PUNCT
cblr-7814	22	72	personal	personal	ADJ
cblr-7814	22	73	preferences	preference	NOUN
cblr-7814	22	74	,	,	PUNCT
cblr-7814	22	75	purchasing	purchase	VERB
cblr-7814	22	76	behavior	behavior	NOUN
cblr-7814	22	77	,	,	PUNCT
cblr-7814	22	78	financial	financial	ADJ
cblr-7814	22	79	intelligence	intelligence	NOUN
cblr-7814	22	80	,	,	PUNCT
cblr-7814	22	81	political	political	ADJ
cblr-7814	22	82	attitudes	attitude	NOUN
cblr-7814	22	83	,	,	PUNCT
cblr-7814	22	84	movements	movement	NOUN
cblr-7814	22	85	,	,	PUNCT
cblr-7814	22	86	and	and	CCONJ
cblr-7814	22	87	health.6	health.6	PROPN
cblr-7814	22	88	despite	despite	SCONJ
cblr-7814	22	89	the	the	DET
cblr-7814	22	90	huge	huge	ADJ
cblr-7814	22	91	impact	impact	NOUN
cblr-7814	22	92	that	that	PRON
cblr-7814	22	93	experts	expert	NOUN
cblr-7814	22	94	predict	predict	VERB
cblr-7814	22	95	big	big	ADJ
cblr-7814	22	96	data	datum	NOUN
cblr-7814	22	97	analytics	analytic	NOUN
cblr-7814	22	98	will	will	AUX
cblr-7814	22	99	have	have	VERB
cblr-7814	22	100	on	on	ADP
cblr-7814	22	101	society	society	NOUN
cblr-7814	22	102	in	in	ADP
cblr-7814	22	103	the	the	DET
cblr-7814	22	104	future,7	future,7	NOUN
cblr-7814	22	105	many	many	ADJ
cblr-7814	22	106	individuals	individual	NOUN
cblr-7814	22	107	remain	remain	VERB
cblr-7814	22	108	unaware	unaware	ADJ
cblr-7814	22	109	of	of	ADP
cblr-7814	22	110	the	the	DET
cblr-7814	22	111	full	full	ADJ
cblr-7814	22	112	extent	extent	NOUN
cblr-7814	22	113	to	to	PART
cblr-7814	22	114	which	which	PRON
cblr-7814	22	115	pervasive	pervasive	ADJ
cblr-7814	22	116	algorithmic	algorithmic	ADJ
cblr-7814	22	117	profiling	profiling	NOUN
cblr-7814	22	118	already	already	ADV
cblr-7814	22	119	guides	guide	VERB
cblr-7814	22	120	or	or	CCONJ
cblr-7814	22	121	constrains	constrain	VERB
cblr-7814	22	122	their	their	PRON
cblr-7814	22	123	actions.8	actions.8	PROPN
cblr-7814	22	124	algorithms	algorithm	NOUN
cblr-7814	22	125	receive	receive	VERB
cblr-7814	22	126	trade	trade	NOUN
cblr-7814	22	127	secrets	secret	NOUN
cblr-7814	22	128	protection,9	protection,9	NOUN
cblr-7814	22	129	which	which	PRON
cblr-7814	22	130	can	can	AUX
cblr-7814	22	131	facilitate	facilitate	VERB
cblr-7814	22	132	the	the	DET
cblr-7814	22	133	rapid	rapid	ADJ
cblr-7814	22	134	1	1	NUM
cblr-7814	22	135	see	see	NOUN
cblr-7814	22	136	vlad	vlad	VERB
cblr-7814	22	137	a.	a.	NOUN
cblr-7814	22	138	hertza	hertza	PROPN
cblr-7814	22	139	,	,	PUNCT
cblr-7814	22	140	note	note	VERB
cblr-7814	22	141	,	,	PUNCT
cblr-7814	22	142	fighting	fight	VERB
cblr-7814	22	143	unfair	unfair	ADJ
cblr-7814	22	144	classifications	classification	NOUN
cblr-7814	22	145	in	in	ADP
cblr-7814	22	146	credit	credit	NOUN
cblr-7814	22	147	reporting	reporting	NOUN
cblr-7814	22	148	:	:	PUNCT
cblr-7814	22	149	should	should	AUX
cblr-7814	22	150	the	the	DET
cblr-7814	22	151	united	united	PROPN
cblr-7814	22	152	states	states	PROPN
cblr-7814	22	153	adopt	adopt	VERB
cblr-7814	22	154	gdpr	gdpr	NOUN
cblr-7814	22	155	-	-	PUNCT
cblr-7814	22	156	inspired	inspire	VERB
cblr-7814	22	157	rights	right	NOUN
cblr-7814	22	158	in	in	ADP
cblr-7814	22	159	regulating	regulate	VERB
cblr-7814	22	160	consumer	consumer	NOUN
cblr-7814	22	161	credit	credit	NOUN
cblr-7814	22	162	?	?	PUNCT
cblr-7814	22	163	,	,	PUNCT
cblr-7814	22	164	93	93	NUM
cblr-7814	22	165	n.y.u	n.y.u	NOUN
cblr-7814	22	166	.	.	PUNCT
cblr-7814	23	1	l.	l.	PROPN
cblr-7814	23	2	rev	rev	PROPN
cblr-7814	23	3	.	.	PROPN
cblr-7814	23	4	1707	1707	NUM
cblr-7814	23	5	,	,	PUNCT
cblr-7814	23	6	1709–11	1709–11	NUM
cblr-7814	23	7	(	(	PUNCT
cblr-7814	23	8	2018	2018	NUM
cblr-7814	23	9	)	)	PUNCT
cblr-7814	23	10	;	;	PUNCT
cblr-7814	23	11	shaun	shaun	PROPN
cblr-7814	23	12	b.	b.	PROPN
cblr-7814	23	13	spencer	spencer	PROPN
cblr-7814	23	14	,	,	PUNCT
cblr-7814	23	15	privacy	privacy	NOUN
cblr-7814	23	16	and	and	CCONJ
cblr-7814	23	17	predictive	predictive	ADJ
cblr-7814	23	18	analytics	analytic	NOUN
cblr-7814	23	19	in	in	ADP
cblr-7814	23	20	e	e	NOUN
cblr-7814	23	21	-	-	NOUN
cblr-7814	23	22	commerce	commerce	NOUN
cblr-7814	23	23	,	,	PUNCT
cblr-7814	23	24	49	49	NUM
cblr-7814	23	25	new	new	ADJ
cblr-7814	23	26	eng	eng	PROPN
cblr-7814	23	27	.	.	PUNCT
cblr-7814	23	28	l.	l.	PROPN
cblr-7814	23	29	rev	rev	PROPN
cblr-7814	23	30	.	.	PROPN
cblr-7814	24	1	629	629	NUM
cblr-7814	24	2	,	,	PUNCT
cblr-7814	24	3	637–38	637–38	NOUN
cblr-7814	24	4	(	(	PUNCT
cblr-7814	24	5	2015	2015	NUM
cblr-7814	24	6	)	)	PUNCT
cblr-7814	24	7	.	.	PUNCT
cblr-7814	25	1	2	2	NUM
cblr-7814	25	2	see	see	VERB
cblr-7814	25	3	ric	ric	PROPN
cblr-7814	25	4	simmons	simmon	NOUN
cblr-7814	25	5	,	,	PUNCT
cblr-7814	25	6	big	big	ADJ
cblr-7814	25	7	data	datum	NOUN
cblr-7814	25	8	,	,	PUNCT
cblr-7814	25	9	machine	machine	NOUN
cblr-7814	25	10	judges	judge	NOUN
cblr-7814	25	11	,	,	PUNCT
cblr-7814	25	12	and	and	CCONJ
cblr-7814	25	13	the	the	DET
cblr-7814	25	14	legitimacy	legitimacy	NOUN
cblr-7814	25	15	of	of	ADP
cblr-7814	25	16	the	the	DET
cblr-7814	25	17	criminal	criminal	ADJ
cblr-7814	25	18	justice	justice	NOUN
cblr-7814	25	19	system	system	NOUN
cblr-7814	25	20	,	,	PUNCT
cblr-7814	25	21	52	52	NUM
cblr-7814	25	22	u.c	u.c	PROPN
cblr-7814	25	23	.	.	PUNCT
cblr-7814	25	24	davis	davis	PROPN
cblr-7814	25	25	l.	l.	PROPN
cblr-7814	25	26	rev	rev	PROPN
cblr-7814	25	27	.	.	PROPN
cblr-7814	25	28	1067	1067	NUM
cblr-7814	25	29	,	,	PUNCT
cblr-7814	25	30	1069–70	1069–70	NUM
cblr-7814	25	31	(	(	PUNCT
cblr-7814	25	32	2018	2018	NUM
cblr-7814	25	33	)	)	PUNCT
cblr-7814	25	34	;	;	PUNCT
cblr-7814	25	35	andrew	andrew	PROPN
cblr-7814	25	36	guthrie	guthrie	PROPN
cblr-7814	25	37	ferguson	ferguson	PROPN
cblr-7814	25	38	,	,	PUNCT
cblr-7814	25	39	policing	police	VERB
cblr-7814	25	40	predictive	predictive	ADJ
cblr-7814	25	41	policing	policing	NOUN
cblr-7814	25	42	,	,	PUNCT
cblr-7814	25	43	94	94	NUM
cblr-7814	25	44	wash	wash	NOUN
cblr-7814	25	45	.	.	PUNCT
cblr-7814	26	1	u.	u.	PROPN
cblr-7814	26	2	l.	l.	PROPN
cblr-7814	26	3	rev	rev	PROPN
cblr-7814	26	4	.	.	PROPN
cblr-7814	26	5	1109	1109	NUM
cblr-7814	26	6	,	,	PUNCT
cblr-7814	26	7	1112–15	1112–15	NUM
cblr-7814	26	8	(	(	PUNCT
cblr-7814	26	9	2017	2017	NUM
cblr-7814	26	10	)	)	PUNCT
cblr-7814	26	11	.	.	PUNCT
cblr-7814	27	1	3	3	NUM
cblr-7814	27	2	see	see	VERB
cblr-7814	27	3	bernard	bernard	PROPN
cblr-7814	27	4	marr	marr	PROPN
cblr-7814	27	5	,	,	PUNCT
cblr-7814	27	6	how	how	SCONJ
cblr-7814	27	7	ai	ai	AUX
cblr-7814	27	8	and	and	CCONJ
cblr-7814	27	9	machine	machine	NOUN
cblr-7814	27	10	learning	learning	NOUN
cblr-7814	27	11	are	be	AUX
cblr-7814	27	12	used	use	VERB
cblr-7814	27	13	to	to	PART
cblr-7814	27	14	transform	transform	VERB
cblr-7814	27	15	the	the	DET
cblr-7814	27	16	insurance	insurance	NOUN
cblr-7814	27	17	industry	industry	NOUN
cblr-7814	27	18	,	,	PUNCT
cblr-7814	27	19	forbes	forbes	PROPN
cblr-7814	27	20	(	(	PUNCT
cblr-7814	27	21	oct	oct	PROPN
cblr-7814	27	22	.	.	PROPN
cblr-7814	27	23	24	24	NUM
cblr-7814	27	24	,	,	PUNCT
cblr-7814	27	25	2017	2017	NUM
cblr-7814	27	26	,	,	PUNCT
cblr-7814	27	27	12:28	12:28	NUM
cblr-7814	27	28	am	am	NOUN
cblr-7814	27	29	)	)	PUNCT
cblr-7814	27	30	,	,	PUNCT
cblr-7814	27	31	https://www.forbes.com/sites/bernardmarr/2017/10/24/how-ai-andmachine-learning-are-used-to-transform-the-insuranceindustry/#6e080cb713a1	https://www.forbes.com/sites/bernardmarr/2017/10/24/how-ai-andmachine-learning-are-used-to-transform-the-insuranceindustry/#6e080cb713a1	VERB
cblr-7814	27	32	[	[	X
cblr-7814	27	33	https://perma.cc/wh5g-vs2u	https://perma.cc/wh5g-vs2u	X
cblr-7814	27	34	]	]	X
cblr-7814	27	35	.	.	PUNCT
cblr-7814	28	1	4	4	NUM
cblr-7814	28	2	see	see	VERB
cblr-7814	28	3	spencer	spencer	NOUN
cblr-7814	28	4	,	,	PUNCT
cblr-7814	28	5	supra	supra	PROPN
cblr-7814	28	6	note	note	PROPN
cblr-7814	28	7	1	1	NUM
cblr-7814	28	8	,	,	PUNCT
cblr-7814	28	9	at	at	ADP
cblr-7814	28	10	634–35	634–35	NUM
cblr-7814	28	11	(	(	PUNCT
cblr-7814	28	12	discussing	discuss	VERB
cblr-7814	28	13	predictive	predictive	ADJ
cblr-7814	28	14	models	model	NOUN
cblr-7814	28	15	used	use	VERB
cblr-7814	28	16	for	for	ADP
cblr-7814	28	17	advertising	advertising	NOUN
cblr-7814	28	18	,	,	PUNCT
cblr-7814	28	19	including	include	VERB
cblr-7814	28	20	those	those	PRON
cblr-7814	28	21	that	that	PRON
cblr-7814	28	22	draw	draw	VERB
cblr-7814	28	23	on	on	ADP
cblr-7814	28	24	information	information	NOUN
cblr-7814	28	25	from	from	ADP
cblr-7814	28	26	news	news	NOUN
cblr-7814	28	27	and	and	CCONJ
cblr-7814	28	28	service	service	NOUN
cblr-7814	28	29	providers	provider	NOUN
cblr-7814	28	30	)	)	PUNCT
cblr-7814	28	31	.	.	PUNCT
cblr-7814	29	1	5	5	NUM
cblr-7814	29	2	see	see	VERB
cblr-7814	29	3	danielle	danielle	PROPN
cblr-7814	29	4	keats	keats	PROPN
cblr-7814	29	5	citron	citron	PROPN
cblr-7814	29	6	&	&	CCONJ
cblr-7814	29	7	frank	frank	PROPN
cblr-7814	29	8	pasquale	pasquale	PROPN
cblr-7814	29	9	,	,	PUNCT
cblr-7814	29	10	the	the	DET
cblr-7814	29	11	scored	score	VERB
cblr-7814	29	12	society	society	NOUN
cblr-7814	29	13	:	:	PUNCT
cblr-7814	29	14	due	due	ADJ
cblr-7814	29	15	process	process	NOUN
cblr-7814	29	16	for	for	ADP
cblr-7814	29	17	automated	automate	VERB
cblr-7814	29	18	predictions	prediction	NOUN
cblr-7814	29	19	,	,	PUNCT
cblr-7814	29	20	89	89	NUM
cblr-7814	29	21	wash	wash	NOUN
cblr-7814	29	22	.	.	PUNCT
cblr-7814	30	1	l.	l.	PROPN
cblr-7814	30	2	rev	rev	PROPN
cblr-7814	30	3	.	.	PROPN
cblr-7814	30	4	1	1	NUM
cblr-7814	30	5	,	,	PUNCT
cblr-7814	30	6	2–3	2–3	NUM
cblr-7814	30	7	(	(	PUNCT
cblr-7814	30	8	2014	2014	NUM
cblr-7814	30	9	)	)	PUNCT
cblr-7814	30	10	.	.	PUNCT
cblr-7814	31	1	6	6	NUM
cblr-7814	31	2	see	see	VERB
cblr-7814	31	3	i	i	PRON
cblr-7814	31	4	d.	d.	PROPN
cblr-7814	31	5	at	at	ADP
cblr-7814	31	6	3–4	3–4	NUM
cblr-7814	31	7	.	.	NOUN
cblr-7814	31	8	7	7	NUM
cblr-7814	31	9	see	see	VERB
cblr-7814	31	10	lee	lee	PROPN
cblr-7814	31	11	rainie	rainie	PROPN
cblr-7814	31	12	&	&	CCONJ
cblr-7814	31	13	janna	janna	PROPN
cblr-7814	31	14	anderson	anderson	PROPN
cblr-7814	31	15	,	,	PUNCT
cblr-7814	31	16	pew	pew	NOUN
cblr-7814	31	17	rsch	rsch	PROPN
cblr-7814	31	18	.	.	PUNCT
cblr-7814	32	1	ctr	ctr	PROPN
cblr-7814	32	2	.	.	PROPN
cblr-7814	32	3	,	,	PUNCT
cblr-7814	32	4	codedependent	codedependent	PROPN
cblr-7814	32	5	:	:	PUNCT
cblr-7814	33	1	pros	pro	NOUN
cblr-7814	33	2	and	and	CCONJ
cblr-7814	33	3	cons	con	NOUN
cblr-7814	33	4	of	of	ADP
cblr-7814	33	5	the	the	DET
cblr-7814	33	6	algorithm	algorithm	NOUN
cblr-7814	33	7	age	age	NOUN
cblr-7814	33	8	3–5	3–5	NUM
cblr-7814	33	9	(	(	PUNCT
cblr-7814	33	10	2017	2017	NUM
cblr-7814	33	11	)	)	PUNCT
cblr-7814	33	12	,	,	PUNCT
cblr-7814	33	13	https://www.pewresearch.org/internet/wpcontent/uploads/sites/9/2017/02/pi_2017.02.08_algorithms_final.pdf	https://www.pewresearch.org/internet/wpcontent/uploads/sites/9/2017/02/pi_2017.02.08_algorithms_final.pdf	PROPN
cblr-7814	34	1	[	[	X
cblr-7814	34	2	https://perma.cc/j9dr-658u	https://perma.cc/j9dr-658u	X
cblr-7814	34	3	]	]	X
cblr-7814	34	4	.	.	PUNCT
cblr-7814	35	1	8	8	NUM
cblr-7814	36	1	i	i	PRON
cblr-7814	36	2	d.	d.	NOUN
cblr-7814	36	3	at	at	ADP
cblr-7814	36	4	7	7	NUM
cblr-7814	36	5	.	.	NOUN
cblr-7814	36	6	9	9	NUM
cblr-7814	36	7	cf	cf	NOUN
cblr-7814	36	8	.	.	PUNCT
cblr-7814	37	1	sonia	sonia	PROPN
cblr-7814	37	2	k.	k.	PROPN
cblr-7814	37	3	katyal	katyal	PROPN
cblr-7814	37	4	,	,	PUNCT
cblr-7814	37	5	private	private	ADJ
cblr-7814	37	6	accountability	accountability	NOUN
cblr-7814	37	7	in	in	ADP
cblr-7814	37	8	the	the	DET
cblr-7814	37	9	age	age	NOUN
cblr-7814	37	10	of	of	ADP
cblr-7814	37	11	artificial	artificial	ADJ
cblr-7814	37	12	intelligence	intelligence	NOUN
cblr-7814	37	13	,	,	PUNCT
cblr-7814	37	14	66	66	NUM
cblr-7814	37	15	ucla	ucla	PROPN
cblr-7814	37	16	l.	l.	PROPN
cblr-7814	37	17	rev	rev	PROPN
cblr-7814	37	18	.	.	PROPN
cblr-7814	37	19	54	54	NUM
cblr-7814	37	20	,	,	PUNCT
cblr-7814	37	21	121–25	121–25	NUM
cblr-7814	37	22	(	(	PUNCT
cblr-7814	37	23	2019	2019	NUM
cblr-7814	37	24	)	)	PUNCT
cblr-7814	37	25	(	(	PUNCT
cblr-7814	37	26	discussing	discuss	VERB
cblr-7814	37	27	trade	trade	NOUN
cblr-7814	37	28	secrets	secret	NOUN
cblr-7814	37	29	protections	protection	NOUN
cblr-7814	37	30	for	for	ADP
cblr-7814	37	31	algorithms	algorithm	NOUN
cblr-7814	37	32	)	)	PUNCT
cblr-7814	37	33	.	.	PUNCT
cblr-7814	38	1	pedersen	pedersen	NOUN
cblr-7814	38	2	(	(	PUNCT
cblr-7814	38	3	note	note	NOUN
cblr-7814	38	4	)	)	PUNCT
cblr-7814	38	5	1/15/2021	1/15/2021	NUM
cblr-7814	38	6	5:01	5:01	NUM
cblr-7814	38	7	pm	pm	NOUN
cblr-7814	38	8	no	no	INTJ
cblr-7814	38	9	.	.	PUNCT
cblr-7814	39	1	3:1122	3:1122	NUM
cblr-7814	39	2	]	]	X
cblr-7814	39	3	people	people	NOUN
cblr-7814	39	4	analytics	analytic	NOUN
cblr-7814	39	5	and	and	CCONJ
cblr-7814	39	6	individual	individual	ADJ
cblr-7814	39	7	autonomy	autonomy	NOUN
cblr-7814	39	8	1125	1125	NUM
cblr-7814	39	9	development	development	NOUN
cblr-7814	39	10	and	and	CCONJ
cblr-7814	39	11	monetization	monetization	NOUN
cblr-7814	39	12	of	of	ADP
cblr-7814	39	13	new	new	ADJ
cblr-7814	39	14	applications	application	NOUN
cblr-7814	39	15	for	for	ADP
cblr-7814	39	16	predictive	predictive	ADJ
cblr-7814	39	17	analytics	analytic	NOUN
cblr-7814	39	18	.	.	PUNCT
cblr-7814	40	1	but	but	CCONJ
cblr-7814	40	2	the	the	DET
cblr-7814	40	3	consequent	consequent	ADJ
cblr-7814	40	4	lack	lack	NOUN
cblr-7814	40	5	of	of	ADP
cblr-7814	40	6	transparency	transparency	NOUN
cblr-7814	40	7	has	have	AUX
cblr-7814	40	8	also	also	ADV
cblr-7814	40	9	impeded	impede	VERB
cblr-7814	40	10	efforts	effort	NOUN
cblr-7814	40	11	to	to	PART
cblr-7814	40	12	verify	verify	VERB
cblr-7814	40	13	the	the	DET
cblr-7814	40	14	integrity	integrity	NOUN
cblr-7814	40	15	of	of	ADP
cblr-7814	40	16	algorithmic	algorithmic	ADJ
cblr-7814	40	17	construction	construction	NOUN
cblr-7814	40	18	,	,	PUNCT
cblr-7814	40	19	the	the	DET
cblr-7814	40	20	robustness	robustness	NOUN
cblr-7814	40	21	of	of	ADP
cblr-7814	40	22	algorithmic	algorithmic	ADJ
cblr-7814	40	23	results	result	NOUN
cblr-7814	40	24	,	,	PUNCT
cblr-7814	40	25	and	and	CCONJ
cblr-7814	40	26	the	the	DET
cblr-7814	40	27	social	social	ADJ
cblr-7814	40	28	and	and	CCONJ
cblr-7814	40	29	ethical	ethical	ADJ
cblr-7814	40	30	implications	implication	NOUN
cblr-7814	40	31	of	of	ADP
cblr-7814	40	32	deploying	deploy	VERB
cblr-7814	40	33	such	such	ADJ
cblr-7814	40	34	methods	method	NOUN
cblr-7814	40	35	to	to	PART
cblr-7814	40	36	make	make	VERB
cblr-7814	40	37	life	life	NOUN
cblr-7814	40	38	-	-	PUNCT
cblr-7814	40	39	altering	alter	VERB
cblr-7814	40	40	decisions	decision	NOUN
cblr-7814	40	41	at	at	ADP
cblr-7814	40	42	scale.10	scale.10	NOUN
cblr-7814	40	43	in	in	ADP
cblr-7814	40	44	the	the	DET
cblr-7814	40	45	employment	employment	NOUN
cblr-7814	40	46	context	context	NOUN
cblr-7814	40	47	,	,	PUNCT
cblr-7814	40	48	people	people	NOUN
cblr-7814	40	49	analytics11	analytics11	NOUN
cblr-7814	40	50	algorithms	algorithm	NOUN
cblr-7814	40	51	can	can	AUX
cblr-7814	40	52	guide	guide	VERB
cblr-7814	40	53	and	and	CCONJ
cblr-7814	40	54	automate	automate	ADJ
cblr-7814	40	55	decisions	decision	NOUN
cblr-7814	40	56	throughout	throughout	ADP
cblr-7814	40	57	the	the	DET
cblr-7814	40	58	human	human	ADJ
cblr-7814	40	59	resources	resource	NOUN
cblr-7814	40	60	life	life	NOUN
cblr-7814	40	61	cycle	cycle	NOUN
cblr-7814	40	62	,	,	PUNCT
cblr-7814	40	63	including	include	VERB
cblr-7814	40	64	recruitment	recruitment	NOUN
cblr-7814	40	65	,	,	PUNCT
cblr-7814	40	66	hiring	hiring	NOUN
cblr-7814	40	67	,	,	PUNCT
cblr-7814	40	68	performance	performance	NOUN
cblr-7814	40	69	assessment	assessment	NOUN
cblr-7814	40	70	,	,	PUNCT
cblr-7814	40	71	promotion	promotion	NOUN
cblr-7814	40	72	,	,	PUNCT
cblr-7814	40	73	compensation	compensation	NOUN
cblr-7814	40	74	,	,	PUNCT
cblr-7814	40	75	and	and	CCONJ
cblr-7814	40	76	benefits	benefit	VERB
cblr-7814	40	77	management	management	NOUN
cblr-7814	40	78	decisions.12	decisions.12	VERB
cblr-7814	40	79	these	these	DET
cblr-7814	40	80	algorithms	algorithm	NOUN
cblr-7814	40	81	combine	combine	VERB
cblr-7814	40	82	traditional	traditional	ADJ
cblr-7814	40	83	employment	employment	NOUN
cblr-7814	40	84	data	datum	NOUN
cblr-7814	40	85	with	with	ADP
cblr-7814	40	86	“	"	PUNCT
cblr-7814	40	87	nontraditional	nontraditional	ADJ
cblr-7814	40	88	”	"	PUNCT
cblr-7814	40	89	data	datum	NOUN
cblr-7814	40	90	derived	derive	VERB
cblr-7814	40	91	from	from	ADP
cblr-7814	40	92	sources	source	NOUN
cblr-7814	40	93	far	far	ADV
cblr-7814	40	94	beyond	beyond	ADP
cblr-7814	40	95	the	the	DET
cblr-7814	40	96	workplace	workplace	NOUN
cblr-7814	40	97	,	,	PUNCT
cblr-7814	40	98	collected	collect	VERB
cblr-7814	40	99	internally	internally	ADV
cblr-7814	40	100	or	or	CCONJ
cblr-7814	40	101	purchased	purchase	VERB
cblr-7814	40	102	from	from	ADP
cblr-7814	40	103	data	datum	NOUN
cblr-7814	40	104	brokers.13	brokers.13	PROPN
cblr-7814	40	105	the	the	DET
cblr-7814	40	106	algorithm	algorithm	NOUN
cblr-7814	40	107	identifies	identify	VERB
cblr-7814	40	108	correlations	correlation	NOUN
cblr-7814	40	109	in	in	ADP
cblr-7814	40	110	the	the	DET
cblr-7814	40	111	data	datum	NOUN
cblr-7814	40	112	set	set	VERB
cblr-7814	40	113	and	and	CCONJ
cblr-7814	40	114	generates	generate	VERB
cblr-7814	40	115	profiles	profile	NOUN
cblr-7814	40	116	expected	expect	VERB
cblr-7814	40	117	to	to	PART
cblr-7814	40	118	predict	predict	VERB
cblr-7814	40	119	the	the	DET
cblr-7814	40	120	future	future	ADJ
cblr-7814	40	121	behavior	behavior	NOUN
cblr-7814	40	122	and	and	CCONJ
cblr-7814	40	123	performance	performance	NOUN
cblr-7814	40	124	of	of	ADP
cblr-7814	40	125	workers	worker	NOUN
cblr-7814	40	126	with	with	ADP
cblr-7814	40	127	shared	share	VERB
cblr-7814	40	128	characteristics.14	characteristics.14	NOUN
cblr-7814	40	129	these	these	DET
cblr-7814	40	130	algorithmic	algorithmic	ADJ
cblr-7814	40	131	insights	insight	NOUN
cblr-7814	40	132	are	be	AUX
cblr-7814	40	133	extraordinarily	extraordinarily	ADV
cblr-7814	40	134	wide	wide	ADV
cblr-7814	40	135	-	-	PUNCT
cblr-7814	40	136	reaching	reach	VERB
cblr-7814	40	137	,	,	PUNCT
cblr-7814	40	138	covering	cover	VERB
cblr-7814	40	139	individuals	individual	NOUN
cblr-7814	40	140	’	'	PUNCT
cblr-7814	40	141	behavior	behavior	NOUN
cblr-7814	40	142	,	,	PUNCT
cblr-7814	40	143	personalities	personality	NOUN
cblr-7814	40	144	,	,	PUNCT
cblr-7814	40	145	habits	habit	NOUN
cblr-7814	40	146	,	,	PUNCT
cblr-7814	40	147	health	health	NOUN
cblr-7814	40	148	,	,	PUNCT
cblr-7814	40	149	state	state	NOUN
cblr-7814	40	150	of	of	ADP
cblr-7814	40	151	mind	mind	NOUN
cblr-7814	40	152	,	,	PUNCT
cblr-7814	40	153	social	social	ADJ
cblr-7814	40	154	proclivities	proclivity	NOUN
cblr-7814	40	155	,	,	PUNCT
cblr-7814	40	156	and	and	CCONJ
cblr-7814	40	157	any	any	DET
cblr-7814	40	158	other	other	ADJ
cblr-7814	40	159	metrics	metric	NOUN
cblr-7814	40	160	that	that	PRON
cblr-7814	40	161	the	the	DET
cblr-7814	40	162	coders	coder	NOUN
cblr-7814	40	163	10	10	NUM
cblr-7814	40	164	see	see	VERB
cblr-7814	40	165	,	,	PUNCT
cblr-7814	40	166	e.g.	e.g.	ADV
cblr-7814	40	167	,	,	PUNCT
cblr-7814	40	168	i	i	PRON
cblr-7814	40	169	d.	d.	VERB
cblr-7814	40	170	at	at	ADP
cblr-7814	40	171	123–24	123–24	NUM
cblr-7814	40	172	,	,	PUNCT
cblr-7814	40	173	126–27	126–27	NUM
cblr-7814	40	174	.	.	PUNCT
cblr-7814	41	1	11	11	NUM
cblr-7814	41	2	people	people	NOUN
cblr-7814	41	3	analytics	analytic	NOUN
cblr-7814	41	4	is	be	AUX
cblr-7814	41	5	a	a	DET
cblr-7814	41	6	human	human	ADJ
cblr-7814	41	7	resources	resource	NOUN
cblr-7814	41	8	management	management	NOUN
cblr-7814	41	9	practice	practice	NOUN
cblr-7814	41	10	“	"	PUNCT
cblr-7814	41	11	concerned	concern	VERB
cblr-7814	41	12	with	with	ADP
cblr-7814	41	13	the	the	DET
cblr-7814	41	14	use	use	NOUN
cblr-7814	41	15	of	of	ADP
cblr-7814	41	16	information	information	NOUN
cblr-7814	41	17	technologies	technology	NOUN
cblr-7814	41	18	,	,	PUNCT
cblr-7814	41	19	descriptive	descriptive	ADJ
cblr-7814	41	20	and	and	CCONJ
cblr-7814	41	21	predictive	predictive	ADJ
cblr-7814	41	22	data	datum	NOUN
cblr-7814	41	23	analytics	analytic	NOUN
cblr-7814	41	24	and	and	CCONJ
cblr-7814	41	25	visualization	visualization	NOUN
cblr-7814	41	26	tools	tool	NOUN
cblr-7814	41	27	for	for	ADP
cblr-7814	41	28	generating	generate	VERB
cblr-7814	41	29	actionable	actionable	ADJ
cblr-7814	41	30	insights	insight	NOUN
cblr-7814	41	31	about	about	ADP
cblr-7814	41	32	workforce	workforce	NOUN
cblr-7814	41	33	dynamics	dynamic	NOUN
cblr-7814	41	34	,	,	PUNCT
cblr-7814	41	35	human	human	ADJ
cblr-7814	41	36	capital	capital	NOUN
cblr-7814	41	37	,	,	PUNCT
cblr-7814	41	38	and	and	CCONJ
cblr-7814	41	39	individual	individual	ADJ
cblr-7814	41	40	and	and	CCONJ
cblr-7814	41	41	team	team	NOUN
cblr-7814	41	42	performance	performance	NOUN
cblr-7814	41	43	that	that	PRON
cblr-7814	41	44	can	can	AUX
cblr-7814	41	45	be	be	AUX
cblr-7814	41	46	used	use	VERB
cblr-7814	41	47	strategically	strategically	ADV
cblr-7814	41	48	to	to	PART
cblr-7814	41	49	optimize	optimize	VERB
cblr-7814	41	50	organisational	organisational	ADJ
cblr-7814	41	51	effectiveness	effectiveness	NOUN
cblr-7814	41	52	,	,	PUNCT
cblr-7814	41	53	efficiency	efficiency	NOUN
cblr-7814	41	54	and	and	CCONJ
cblr-7814	41	55	outcomes	outcome	NOUN
cblr-7814	41	56	,	,	PUNCT
cblr-7814	41	57	and	and	CCONJ
cblr-7814	41	58	improve	improve	VERB
cblr-7814	41	59	employee	employee	NOUN
cblr-7814	41	60	experience	experience	NOUN
cblr-7814	41	61	.	.	PUNCT
cblr-7814	41	62	”	"	PUNCT
cblr-7814	42	1	aizhan	aizhan	PROPN
cblr-7814	42	2	tursunbayeva	tursunbayeva	VERB
cblr-7814	42	3	et	et	PROPN
cblr-7814	42	4	al	al	PROPN
cblr-7814	42	5	.	.	PROPN
cblr-7814	42	6	,	,	PUNCT
cblr-7814	42	7	people	people	NOUN
cblr-7814	42	8	analytics	analytic	NOUN
cblr-7814	42	9	—	—	PUNCT
cblr-7814	42	10	a	a	DET
cblr-7814	42	11	scoping	scope	VERB
cblr-7814	42	12	review	review	NOUN
cblr-7814	42	13	of	of	ADP
cblr-7814	42	14	conceptual	conceptual	ADJ
cblr-7814	42	15	boundaries	boundary	NOUN
cblr-7814	42	16	and	and	CCONJ
cblr-7814	42	17	value	value	NOUN
cblr-7814	42	18	propositions	proposition	NOUN
cblr-7814	42	19	,	,	PUNCT
cblr-7814	42	20	43	43	NUM
cblr-7814	42	21	int’l	int’l	ADJ
cblr-7814	42	22	j.	j.	PROPN
cblr-7814	42	23	info	info	PROPN
cblr-7814	42	24	.	.	PUNCT
cblr-7814	43	1	mgmt	mgmt	PROPN
cblr-7814	43	2	.	.	PUNCT
cblr-7814	44	1	224	224	NUM
cblr-7814	44	2	,	,	PUNCT
cblr-7814	44	3	231	231	NUM
cblr-7814	44	4	(	(	PUNCT
cblr-7814	44	5	2018	2018	NUM
cblr-7814	44	6	)	)	PUNCT
cblr-7814	44	7	(	(	PUNCT
cblr-7814	44	8	emphasis	emphasis	NOUN
cblr-7814	44	9	deleted	delete	VERB
cblr-7814	44	10	)	)	PUNCT
cblr-7814	44	11	.	.	PUNCT
cblr-7814	45	1	related	relate	VERB
cblr-7814	45	2	terms	term	NOUN
cblr-7814	45	3	include	include	VERB
cblr-7814	45	4	hr	hr	NOUN
cblr-7814	45	5	analytics	analytic	NOUN
cblr-7814	45	6	,	,	PUNCT
cblr-7814	45	7	human	human	ADJ
cblr-7814	45	8	capital	capital	NOUN
cblr-7814	45	9	analytics	analytic	NOUN
cblr-7814	45	10	,	,	PUNCT
cblr-7814	45	11	talent	talent	NOUN
cblr-7814	45	12	analytics	analytic	NOUN
cblr-7814	45	13	,	,	PUNCT
cblr-7814	45	14	and	and	CCONJ
cblr-7814	45	15	workforce	workforce	PROPN
cblr-7814	45	16	analytics	analytic	NOUN
cblr-7814	45	17	.	.	PUNCT
cblr-7814	46	1	i	i	PRON
cblr-7814	46	2	d.	d.	PROPN
cblr-7814	46	3	at	at	ADP
cblr-7814	46	4	226	226	NUM
cblr-7814	46	5	.	.	PUNCT
cblr-7814	47	1	12	12	NUM
cblr-7814	47	2	see	see	VERB
cblr-7814	47	3	rebecca	rebecca	PROPN
cblr-7814	47	4	j.	j.	PROPN
cblr-7814	47	5	wilson	wilson	PROPN
cblr-7814	47	6	et	et	PROPN
cblr-7814	47	7	al	al	PROPN
cblr-7814	47	8	.	.	PROPN
cblr-7814	47	9	,	,	PUNCT
cblr-7814	47	10	busting	bust	VERB
cblr-7814	47	11	the	the	DET
cblr-7814	47	12	black	black	ADJ
cblr-7814	47	13	box	box	NOUN
cblr-7814	47	14	:	:	PUNCT
cblr-7814	47	15	big	big	ADJ
cblr-7814	47	16	data	data	PROPN
cblr-7814	47	17	,	,	PUNCT
cblr-7814	47	18	employment	employment	NOUN
cblr-7814	47	19	and	and	CCONJ
cblr-7814	47	20	privacy	privacy	NOUN
cblr-7814	47	21	,	,	PUNCT
cblr-7814	47	22	def	def	PROPN
cblr-7814	47	23	.	.	PUNCT
cblr-7814	47	24	couns	couns	PROPN
cblr-7814	47	25	.	.	PUNCT
cblr-7814	48	1	j.	j.	PROPN
cblr-7814	48	2	,	,	PUNCT
cblr-7814	48	3	july	july	PROPN
cblr-7814	48	4	2017	2017	NUM
cblr-7814	48	5	,	,	PUNCT
cblr-7814	48	6	at	at	ADP
cblr-7814	48	7	1	1	NUM
cblr-7814	48	8	,	,	PUNCT
cblr-7814	48	9	8	8	NUM
cblr-7814	48	10	.	.	SYM
cblr-7814	48	11	13	13	NUM
cblr-7814	48	12	sources	source	NOUN
cblr-7814	48	13	of	of	ADP
cblr-7814	48	14	nontraditional	nontraditional	ADJ
cblr-7814	48	15	employment	employment	NOUN
cblr-7814	48	16	data	datum	NOUN
cblr-7814	48	17	include	include	VERB
cblr-7814	48	18	“	"	PUNCT
cblr-7814	48	19	public	public	ADJ
cblr-7814	48	20	records	record	NOUN
cblr-7814	48	21	,	,	PUNCT
cblr-7814	48	22	social	social	ADJ
cblr-7814	48	23	media	medium	NOUN
cblr-7814	48	24	activity	activity	NOUN
cblr-7814	48	25	logs	log	NOUN
cblr-7814	48	26	,	,	PUNCT
cblr-7814	48	27	sensors	sensor	NOUN
cblr-7814	48	28	,	,	PUNCT
cblr-7814	48	29	geographic	geographic	ADJ
cblr-7814	48	30	systems	system	NOUN
cblr-7814	48	31	,	,	PUNCT
cblr-7814	48	32	internet	internet	NOUN
cblr-7814	48	33	browsing	browse	VERB
cblr-7814	48	34	history	history	NOUN
cblr-7814	48	35	,	,	PUNCT
cblr-7814	48	36	consumer	consumer	NOUN
cblr-7814	48	37	data	data	NOUN
cblr-7814	48	38	-	-	PUNCT
cblr-7814	48	39	tracking	track	VERB
cblr-7814	48	40	systems	system	NOUN
cblr-7814	48	41	,	,	PUNCT
cblr-7814	48	42	[	[	X
cblr-7814	48	43	and	and	CCONJ
cblr-7814	48	44	]	]	X
cblr-7814	48	45	mobile	mobile	ADJ
cblr-7814	48	46	devices	device	NOUN
cblr-7814	48	47	,	,	PUNCT
cblr-7814	48	48	”	"	PUNCT
cblr-7814	48	49	among	among	ADP
cblr-7814	48	50	many	many	ADJ
cblr-7814	48	51	others	other	NOUN
cblr-7814	48	52	.	.	PUNCT
cblr-7814	49	1	see	see	VERB
cblr-7814	49	2	i	i	PRON
cblr-7814	49	3	d.	d.	PROPN
cblr-7814	49	4	14	14	NUM
cblr-7814	49	5	see	see	VERB
cblr-7814	49	6	robert	robert	PROPN
cblr-7814	49	7	sprague	sprague	PROPN
cblr-7814	49	8	,	,	PUNCT
cblr-7814	49	9	welcome	welcome	ADJ
cblr-7814	49	10	to	to	ADP
cblr-7814	49	11	the	the	DET
cblr-7814	49	12	machine	machine	NOUN
cblr-7814	49	13	:	:	PUNCT
cblr-7814	49	14	privacy	privacy	NOUN
cblr-7814	49	15	and	and	CCONJ
cblr-7814	49	16	workplace	workplace	NOUN
cblr-7814	49	17	implications	implication	NOUN
cblr-7814	49	18	of	of	ADP
cblr-7814	49	19	predictive	predictive	ADJ
cblr-7814	49	20	analytics	analytic	NOUN
cblr-7814	49	21	,	,	PUNCT
cblr-7814	49	22	21	21	NUM
cblr-7814	49	23	rich	rich	ADJ
cblr-7814	49	24	.	.	PUNCT
cblr-7814	50	1	j.l	j.l	PROPN
cblr-7814	50	2	.	.	PROPN
cblr-7814	50	3	&	&	CCONJ
cblr-7814	50	4	tech	tech	PROPN
cblr-7814	50	5	.	.	PUNCT
cblr-7814	50	6	,	,	PUNCT
cblr-7814	50	7	apr	apr	PROPN
cblr-7814	50	8	.	.	PROPN
cblr-7814	50	9	24	24	NUM
cblr-7814	50	10	,	,	PUNCT
cblr-7814	50	11	2015	2015	NUM
cblr-7814	50	12	,	,	PUNCT
cblr-7814	50	13	at	at	ADP
cblr-7814	50	14	31–33	31–33	NUM
cblr-7814	50	15	.	.	PUNCT
cblr-7814	51	1	pedersen	pedersen	NOUN
cblr-7814	51	2	(	(	PUNCT
cblr-7814	51	3	note	note	NOUN
cblr-7814	51	4	)	)	PUNCT
cblr-7814	51	5	1/15/2021	1/15/2021	NUM
cblr-7814	51	6	5:01	5:01	NUM
cblr-7814	51	7	pm	pm	PROPN
cblr-7814	51	8	1126	1126	NUM
cblr-7814	51	9	columbia	columbia	PROPN
cblr-7814	51	10	business	business	NOUN
cblr-7814	51	11	law	law	PROPN
cblr-7814	51	12	review	review	NOUN
cblr-7814	51	13	[	[	X
cblr-7814	51	14	vol	vol	NOUN
cblr-7814	51	15	.	.	PUNCT
cblr-7814	51	16	2020	2020	NUM
cblr-7814	51	17	or	or	CCONJ
cblr-7814	51	18	the	the	DET
cblr-7814	51	19	ai	ai	NOUN
cblr-7814	51	20	has	have	AUX
cblr-7814	51	21	determined	determine	VERB
cblr-7814	51	22	are	be	AUX
cblr-7814	51	23	statistically	statistically	ADV
cblr-7814	51	24	relevant	relevant	ADJ
cblr-7814	51	25	to	to	ADP
cblr-7814	51	26	labor	labor	NOUN
cblr-7814	51	27	productivity.15	productivity.15	NOUN
cblr-7814	51	28	since	since	SCONJ
cblr-7814	51	29	its	its	PRON
cblr-7814	51	30	emergence	emergence	NOUN
cblr-7814	51	31	in	in	ADP
cblr-7814	51	32	the	the	DET
cblr-7814	51	33	early	early	ADJ
cblr-7814	51	34	2000s	2000s	NUM
cblr-7814	51	35	,	,	PUNCT
cblr-7814	51	36	the	the	DET
cblr-7814	51	37	field	field	NOUN
cblr-7814	51	38	of	of	ADP
cblr-7814	51	39	people	people	NOUN
cblr-7814	51	40	analytics	analytic	NOUN
cblr-7814	51	41	has	have	AUX
cblr-7814	51	42	developed	develop	VERB
cblr-7814	51	43	rapidly	rapidly	ADV
cblr-7814	51	44	in	in	ADP
cblr-7814	51	45	the	the	DET
cblr-7814	51	46	united	united	PROPN
cblr-7814	51	47	states.16	states.16	PROPN
cblr-7814	51	48	a	a	DET
cblr-7814	51	49	2017	2017	NUM
cblr-7814	51	50	deloitte	deloitte	PROPN
cblr-7814	51	51	study	study	NOUN
cblr-7814	51	52	found	find	VERB
cblr-7814	51	53	that	that	SCONJ
cblr-7814	51	54	seventy	seventy	NUM
cblr-7814	51	55	-	-	PUNCT
cblr-7814	51	56	one	one	NUM
cblr-7814	51	57	percent	percent	NOUN
cblr-7814	51	58	of	of	ADP
cblr-7814	51	59	companies	company	NOUN
cblr-7814	51	60	view	view	VERB
cblr-7814	51	61	people	people	NOUN
cblr-7814	51	62	analytics	analytic	NOUN
cblr-7814	51	63	as	as	ADP
cblr-7814	51	64	a	a	DET
cblr-7814	51	65	“	"	PUNCT
cblr-7814	51	66	high	high	ADJ
cblr-7814	51	67	priority	priority	NOUN
cblr-7814	51	68	”	"	PUNCT
cblr-7814	51	69	in	in	ADP
cblr-7814	51	70	their	their	PRON
cblr-7814	51	71	organizations	organization	NOUN
cblr-7814	51	72	and	and	CCONJ
cblr-7814	51	73	noted	note	VERB
cblr-7814	51	74	“	"	PUNCT
cblr-7814	51	75	explosive	explosive	ADJ
cblr-7814	51	76	growth	growth	NOUN
cblr-7814	51	77	”	"	PUNCT
cblr-7814	51	78	in	in	ADP
cblr-7814	51	79	the	the	DET
cblr-7814	51	80	use	use	NOUN
cblr-7814	51	81	of	of	ADP
cblr-7814	51	82	“	"	PUNCT
cblr-7814	51	83	interaction	interaction	NOUN
cblr-7814	51	84	analytics	analytic	NOUN
cblr-7814	51	85	(	(	PUNCT
cblr-7814	51	86	studying	study	VERB
cblr-7814	51	87	employee	employee	NOUN
cblr-7814	51	88	behavior	behavior	NOUN
cblr-7814	51	89	)	)	PUNCT
cblr-7814	51	90	to	to	PART
cblr-7814	51	91	better	well	ADV
cblr-7814	51	92	understand	understand	VERB
cblr-7814	51	93	opportunities	opportunity	NOUN
cblr-7814	51	94	for	for	ADP
cblr-7814	51	95	business	business	NOUN
cblr-7814	51	96	improvement	improvement	NOUN
cblr-7814	51	97	.	.	PUNCT
cblr-7814	52	1	”17	”17	PROPN
cblr-7814	53	1	despite	despite	SCONJ
cblr-7814	53	2	the	the	DET
cblr-7814	53	3	widespread	widespread	ADJ
cblr-7814	53	4	interest	interest	NOUN
cblr-7814	53	5	in	in	ADP
cblr-7814	53	6	people	people	NOUN
cblr-7814	53	7	analytics	analytic	NOUN
cblr-7814	53	8	technologies	technology	NOUN
cblr-7814	53	9	,	,	PUNCT
cblr-7814	53	10	a	a	DET
cblr-7814	53	11	recent	recent	ADJ
cblr-7814	53	12	scoping	scoping	NOUN
cblr-7814	53	13	review	review	NOUN
cblr-7814	53	14	noted	note	VERB
cblr-7814	53	15	“	"	PUNCT
cblr-7814	53	16	little	little	ADJ
cblr-7814	53	17	evidence	evidence	NOUN
cblr-7814	53	18	of	of	ADP
cblr-7814	53	19	the	the	DET
cblr-7814	53	20	benefits	benefit	NOUN
cblr-7814	53	21	promised	promise	VERB
cblr-7814	53	22	”	"	PUNCT
cblr-7814	53	23	by	by	ADP
cblr-7814	53	24	people	people	NOUN
cblr-7814	53	25	analytics	analytic	NOUN
cblr-7814	53	26	vendors	vendor	NOUN
cblr-7814	53	27	and	and	CCONJ
cblr-7814	53	28	warned	warn	VERB
cblr-7814	53	29	that	that	SCONJ
cblr-7814	53	30	additional	additional	ADJ
cblr-7814	53	31	research	research	NOUN
cblr-7814	53	32	is	be	AUX
cblr-7814	53	33	necessary	necessary	ADJ
cblr-7814	53	34	to	to	PART
cblr-7814	53	35	determine	determine	VERB
cblr-7814	53	36	whether	whether	SCONJ
cblr-7814	53	37	their	their	PRON
cblr-7814	53	38	methods	method	NOUN
cblr-7814	53	39	in	in	ADP
cblr-7814	53	40	fact	fact	NOUN
cblr-7814	53	41	generate	generate	VERB
cblr-7814	53	42	“	"	PUNCT
cblr-7814	53	43	measurable	measurable	ADJ
cblr-7814	53	44	organizational	organizational	ADJ
cblr-7814	53	45	impacts	impact	NOUN
cblr-7814	53	46	.	.	PUNCT
cblr-7814	54	1	”18	”18	NOUN
cblr-7814	54	2	while	while	SCONJ
cblr-7814	54	3	people	people	NOUN
cblr-7814	54	4	analytics	analytic	NOUN
cblr-7814	54	5	’	'	PUNCT
cblr-7814	54	6	mass	mass	ADJ
cblr-7814	54	7	collection	collection	NOUN
cblr-7814	54	8	and	and	CCONJ
cblr-7814	54	9	analysis	analysis	NOUN
cblr-7814	54	10	of	of	ADP
cblr-7814	54	11	data	datum	NOUN
cblr-7814	54	12	is	be	AUX
cblr-7814	54	13	useful	useful	ADJ
cblr-7814	54	14	for	for	ADP
cblr-7814	54	15	identifying	identify	VERB
cblr-7814	54	16	correlations,19	correlations,19	NOUN
cblr-7814	54	17	controlled	control	VERB
cblr-7814	54	18	experimentation	experimentation	NOUN
cblr-7814	54	19	is	be	AUX
cblr-7814	54	20	necessary	necessary	ADJ
cblr-7814	54	21	to	to	PART
cblr-7814	54	22	obtain	obtain	VERB
cblr-7814	54	23	a	a	DET
cblr-7814	54	24	more	more	ADV
cblr-7814	54	25	robust	robust	ADJ
cblr-7814	54	26	understanding	understanding	NOUN
cblr-7814	54	27	of	of	ADP
cblr-7814	54	28	causality.20	causality.20	PROPN
cblr-7814	54	29	15	15	NUM
cblr-7814	54	30	see	see	NOUN
cblr-7814	54	31	infra	infra	NOUN
cblr-7814	54	32	section	section	NOUN
cblr-7814	54	33	iii.c	iii.c	PROPN
cblr-7814	54	34	.	.	PUNCT
cblr-7814	55	1	16	16	NUM
cblr-7814	55	2	see	see	VERB
cblr-7814	55	3	janet	janet	PROPN
cblr-7814	55	4	h.	h.	PROPN
cblr-7814	55	5	marler	marler	PROPN
cblr-7814	55	6	&	&	CCONJ
cblr-7814	55	7	john	john	PROPN
cblr-7814	55	8	w.	w.	PROPN
cblr-7814	55	9	boudreau	boudreau	PROPN
cblr-7814	55	10	,	,	PUNCT
cblr-7814	55	11	an	an	DET
cblr-7814	55	12	evidence	evidence	NOUN
cblr-7814	55	13	-	-	PUNCT
cblr-7814	55	14	based	base	VERB
cblr-7814	55	15	review	review	NOUN
cblr-7814	55	16	of	of	ADP
cblr-7814	55	17	hr	hr	NOUN
cblr-7814	55	18	analytics	analytic	NOUN
cblr-7814	55	19	,	,	PUNCT
cblr-7814	55	20	28	28	NUM
cblr-7814	55	21	int’l	int’l	NOUN
cblr-7814	55	22	j.	j.	PROPN
cblr-7814	55	23	hum	hum	PROPN
cblr-7814	55	24	.	.	PUNCT
cblr-7814	56	1	res	re	NOUN
cblr-7814	56	2	.	.	PROPN
cblr-7814	56	3	mgmt	mgmt	PROPN
cblr-7814	56	4	.	.	PUNCT
cblr-7814	57	1	3	3	NUM
cblr-7814	57	2	,	,	PUNCT
cblr-7814	57	3	6	6	NUM
cblr-7814	57	4	,	,	PUNCT
cblr-7814	57	5	18	18	NUM
cblr-7814	57	6	,	,	PUNCT
cblr-7814	57	7	23–24	23–24	NUM
cblr-7814	57	8	(	(	PUNCT
cblr-7814	57	9	2017	2017	NUM
cblr-7814	57	10	)	)	PUNCT
cblr-7814	58	1	(	(	PUNCT
cblr-7814	58	2	observing	observe	VERB
cblr-7814	58	3	increased	increase	VERB
cblr-7814	58	4	interest	interest	NOUN
cblr-7814	58	5	in	in	ADP
cblr-7814	58	6	people	people	NOUN
cblr-7814	58	7	analytics	analytic	NOUN
cblr-7814	58	8	but	but	CCONJ
cblr-7814	58	9	also	also	ADV
cblr-7814	58	10	noting	note	VERB
cblr-7814	58	11	lags	lag	NOUN
cblr-7814	58	12	in	in	ADP
cblr-7814	58	13	implementation	implementation	NOUN
cblr-7814	58	14	and	and	CCONJ
cblr-7814	58	15	scholarly	scholarly	ADJ
cblr-7814	58	16	scientific	scientific	ADJ
cblr-7814	58	17	research	research	NOUN
cblr-7814	58	18	)	)	PUNCT
cblr-7814	58	19	.	.	PUNCT
cblr-7814	59	1	17	17	NUM
cblr-7814	59	2	see	see	VERB
cblr-7814	59	3	david	david	PROPN
cblr-7814	59	4	r.	r.	PROPN
cblr-7814	59	5	fineman	fineman	PROPN
cblr-7814	59	6	,	,	PUNCT
cblr-7814	59	7	people	people	NOUN
cblr-7814	59	8	analytics	analytic	NOUN
cblr-7814	59	9	:	:	PUNCT
cblr-7814	59	10	recalculating	recalculate	VERB
cblr-7814	59	11	the	the	DET
cblr-7814	59	12	route	route	NOUN
cblr-7814	59	13	,	,	PUNCT
cblr-7814	59	14	deloitte	deloitte	PROPN
cblr-7814	59	15	(	(	PUNCT
cblr-7814	59	16	feb	feb	PROPN
cblr-7814	59	17	.	.	PROPN
cblr-7814	59	18	28	28	NUM
cblr-7814	59	19	,	,	PUNCT
cblr-7814	59	20	2017	2017	NUM
cblr-7814	59	21	)	)	PUNCT
cblr-7814	59	22	,	,	PUNCT
cblr-7814	59	23	https://www2.deloitte.com/us/en/insights/focus/human-capitaltrends/2017/people-analytics-in-hr.html	https://www2.deloitte.com/us/en/insights/focus/human-capitaltrends/2017/people-analytics-in-hr.html	PRON
cblr-7814	59	24	[	[	X
cblr-7814	59	25	https://perma.cc/sfk7-kk8	https://perma.cc/sfk7-kk8	NOUN
cblr-7814	59	26	m	m	VERB
cblr-7814	59	27	]	]	X
cblr-7814	59	28	(	(	PUNCT
cblr-7814	59	29	summarizing	summarize	VERB
cblr-7814	59	30	the	the	DET
cblr-7814	59	31	study	study	NOUN
cblr-7814	59	32	)	)	PUNCT
cblr-7814	59	33	.	.	PUNCT
cblr-7814	60	1	18	18	NUM
cblr-7814	60	2	see	see	VERB
cblr-7814	60	3	tursunbayeva	tursunbayeva	PROPN
cblr-7814	60	4	et	et	PROPN
cblr-7814	60	5	al	al	PROPN
cblr-7814	60	6	.	.	PROPN
cblr-7814	60	7	,	,	PUNCT
cblr-7814	60	8	supra	supra	PROPN
cblr-7814	60	9	note	note	PROPN
cblr-7814	60	10	11	11	NUM
cblr-7814	60	11	,	,	PUNCT
cblr-7814	60	12	at	at	ADP
cblr-7814	60	13	230	230	NUM
cblr-7814	60	14	.	.	PUNCT
cblr-7814	61	1	this	this	DET
cblr-7814	61	2	2018	2018	NUM
cblr-7814	61	3	study	study	NOUN
cblr-7814	61	4	also	also	ADV
cblr-7814	61	5	noted	note	VERB
cblr-7814	61	6	“	"	PUNCT
cblr-7814	61	7	a	a	DET
cblr-7814	61	8	marked	marked	ADJ
cblr-7814	61	9	absence	absence	NOUN
cblr-7814	61	10	of	of	ADP
cblr-7814	61	11	ethical	ethical	ADJ
cblr-7814	61	12	considerations	consideration	NOUN
cblr-7814	61	13	”	"	PUNCT
cblr-7814	61	14	in	in	ADP
cblr-7814	61	15	the	the	DET
cblr-7814	61	16	literature	literature	NOUN
cblr-7814	61	17	discussing	discuss	VERB
cblr-7814	61	18	people	people	NOUN
cblr-7814	61	19	analytics	analytic	NOUN
cblr-7814	61	20	practices	practice	NOUN
cblr-7814	61	21	and	and	CCONJ
cblr-7814	61	22	found	find	VERB
cblr-7814	61	23	that	that	SCONJ
cblr-7814	61	24	the	the	DET
cblr-7814	61	25	authors	author	NOUN
cblr-7814	61	26	of	of	ADP
cblr-7814	61	27	most	most	ADV
cblr-7814	61	28	published	publish	VERB
cblr-7814	61	29	articles	article	NOUN
cblr-7814	61	30	on	on	ADP
cblr-7814	61	31	people	people	NOUN
cblr-7814	61	32	analytics	analytic	NOUN
cblr-7814	61	33	“	"	PUNCT
cblr-7814	61	34	came	come	VERB
cblr-7814	61	35	from	from	ADP
cblr-7814	61	36	consulting	consulting	NOUN
cblr-7814	61	37	or	or	CCONJ
cblr-7814	61	38	technology	technology	NOUN
cblr-7814	61	39	companies	company	NOUN
cblr-7814	61	40	.	.	PUNCT
cblr-7814	61	41	”	"	PUNCT
cblr-7814	62	1	i	i	PRON
cblr-7814	62	2	d.	d.	VERB
cblr-7814	62	3	at	at	ADP
cblr-7814	62	4	230–32	230–32	PROPN
cblr-7814	62	5	.	.	PUNCT
cblr-7814	63	1	19	19	NUM
cblr-7814	63	2	see	see	VERB
cblr-7814	63	3	steve	steve	PROPN
cblr-7814	63	4	lohr	lohr	PROPN
cblr-7814	63	5	,	,	PUNCT
cblr-7814	63	6	scientific	scientific	ADJ
cblr-7814	63	7	management	management	NOUN
cblr-7814	63	8	redux	redux	PROPN
cblr-7814	63	9	:	:	PUNCT
cblr-7814	63	10	the	the	DET
cblr-7814	63	11	difference	difference	NOUN
cblr-7814	63	12	is	be	AUX
cblr-7814	63	13	in	in	ADP
cblr-7814	63	14	the	the	DET
cblr-7814	63	15	data	data	PROPN
cblr-7814	63	16	,	,	PUNCT
cblr-7814	63	17	n.y	n.y	PROPN
cblr-7814	63	18	.	.	PROPN
cblr-7814	63	19	times	times	PROPN
cblr-7814	63	20	:	:	PUNCT
cblr-7814	63	21	bits	bit	NOUN
cblr-7814	63	22	(	(	PUNCT
cblr-7814	63	23	apr	apr	PROPN
cblr-7814	63	24	.	.	PROPN
cblr-7814	63	25	21	21	NUM
cblr-7814	63	26	,	,	PUNCT
cblr-7814	63	27	2013	2013	NUM
cblr-7814	63	28	,	,	PUNCT
cblr-7814	63	29	11:29	11:29	NUM
cblr-7814	63	30	am	am	NOUN
cblr-7814	63	31	)	)	PUNCT
cblr-7814	63	32	,	,	PUNCT
cblr-7814	63	33	https://bits.blogs.nytimes.com/2013/04/21/scientific-management-reduxthe-difference-is-in-thedata/?action=click&module=relatedcoverage&pgtype=article&region=foo	https://bits.blogs.nytimes.com/2013/04/21/scientific-management-reduxthe-difference-is-in-thedata/?action=click&module=relatedcoverage&pgtype=article&region=foo	ADP
cblr-7814	63	34	ter	ter	NOUN
cblr-7814	64	1	[	[	X
cblr-7814	64	2	https://perma.cc/z786-4hvv	https://perma.cc/z786-4hvv	NOUN
cblr-7814	64	3	]	]	PUNCT
cblr-7814	64	4	.	.	PUNCT
cblr-7814	65	1	20	20	NUM
cblr-7814	65	2	see	see	VERB
cblr-7814	65	3	i	i	PRON
cblr-7814	65	4	d.	d.	PROPN
cblr-7814	65	5	former	former	PROPN
cblr-7814	65	6	ftc	ftc	PROPN
cblr-7814	65	7	chairwoman	chairwoman	PROPN
cblr-7814	65	8	edith	edith	PROPN
cblr-7814	65	9	ramirez	ramirez	PROPN
cblr-7814	65	10	has	have	AUX
cblr-7814	65	11	warned	warn	VERB
cblr-7814	65	12	that	that	SCONJ
cblr-7814	65	13	predictive	predictive	ADJ
cblr-7814	65	14	correlations	correlation	NOUN
cblr-7814	65	15	“	"	PUNCT
cblr-7814	65	16	may	may	AUX
cblr-7814	65	17	feel	feel	VERB
cblr-7814	65	18	like	like	ADP
cblr-7814	65	19	arbitrariness	arbitrariness	NOUN
cblr-7814	65	20	-	-	PUNCT
cblr-7814	65	21	by	by	ADP
cblr-7814	65	22	-	-	PUNCT
cblr-7814	65	23	algorithm	algorithm	NOUN
cblr-7814	65	24	”	"	PUNCT
cblr-7814	65	25	for	for	ADP
cblr-7814	65	26	pedersen	pedersen	PROPN
cblr-7814	65	27	(	(	PUNCT
cblr-7814	65	28	note	note	NOUN
cblr-7814	65	29	)	)	PUNCT
cblr-7814	65	30	1/15/2021	1/15/2021	NUM
cblr-7814	65	31	5:01	5:01	NUM
cblr-7814	65	32	pm	pm	NOUN
cblr-7814	65	33	no	no	INTJ
cblr-7814	65	34	.	.	PUNCT
cblr-7814	66	1	3:1122	3:1122	NUM
cblr-7814	66	2	]	]	X
cblr-7814	66	3	people	people	NOUN
cblr-7814	66	4	analytics	analytic	NOUN
cblr-7814	66	5	and	and	CCONJ
cblr-7814	66	6	individual	individual	ADJ
cblr-7814	66	7	autonomy	autonomy	NOUN
cblr-7814	66	8	1127	1127	NUM
cblr-7814	66	9	there	there	PRON
cblr-7814	66	10	are	be	VERB
cblr-7814	66	11	growing	grow	VERB
cblr-7814	66	12	public	public	ADJ
cblr-7814	66	13	policy	policy	NOUN
cblr-7814	66	14	concerns	concern	NOUN
cblr-7814	66	15	surrounding	surround	VERB
cblr-7814	66	16	the	the	DET
cblr-7814	66	17	largely	largely	ADV
cblr-7814	66	18	unregulated	unregulated	ADJ
cblr-7814	66	19	use	use	NOUN
cblr-7814	66	20	of	of	ADP
cblr-7814	66	21	big	big	ADJ
cblr-7814	66	22	data	datum	NOUN
cblr-7814	66	23	analytics	analytic	NOUN
cblr-7814	66	24	to	to	PART
cblr-7814	66	25	control	control	VERB
cblr-7814	66	26	employment	employment	NOUN
cblr-7814	66	27	opportunities	opportunity	NOUN
cblr-7814	66	28	.	.	PUNCT
cblr-7814	67	1	data	datum	NOUN
cblr-7814	67	2	aggregation	aggregation	NOUN
cblr-7814	67	3	practices	practice	NOUN
cblr-7814	67	4	and	and	CCONJ
cblr-7814	67	5	predictive	predictive	ADJ
cblr-7814	67	6	algorithms	algorithm	NOUN
cblr-7814	67	7	pose	pose	VERB
cblr-7814	67	8	a	a	DET
cblr-7814	67	9	clear	clear	ADJ
cblr-7814	67	10	threat	threat	NOUN
cblr-7814	67	11	to	to	ADP
cblr-7814	67	12	employee	employee	NOUN
cblr-7814	67	13	privacy	privacy	NOUN
cblr-7814	67	14	and	and	CCONJ
cblr-7814	67	15	autonomy.21	autonomy.21	PROPN
cblr-7814	67	16	there	there	PRON
cblr-7814	67	17	is	be	VERB
cblr-7814	67	18	also	also	ADV
cblr-7814	67	19	substantial	substantial	ADJ
cblr-7814	67	20	evidence	evidence	NOUN
cblr-7814	67	21	that	that	SCONJ
cblr-7814	67	22	the	the	DET
cblr-7814	67	23	outputs	output	NOUN
cblr-7814	67	24	of	of	ADP
cblr-7814	67	25	these	these	DET
cblr-7814	67	26	methods	method	NOUN
cblr-7814	67	27	can	can	AUX
cblr-7814	67	28	be	be	AUX
cblr-7814	67	29	arbitrary	arbitrary	ADJ
cblr-7814	67	30	and	and	CCONJ
cblr-7814	67	31	insidiously	insidiously	ADV
cblr-7814	67	32	discriminatory	discriminatory	ADJ
cblr-7814	67	33	:	:	PUNCT
cblr-7814	67	34	people	people	NOUN
cblr-7814	67	35	analytics	analytic	NOUN
cblr-7814	67	36	algorithms	algorithm	NOUN
cblr-7814	67	37	may	may	AUX
cblr-7814	67	38	reproduce	reproduce	VERB
cblr-7814	67	39	existing	exist	VERB
cblr-7814	67	40	structural	structural	ADJ
cblr-7814	67	41	inequalities	inequality	NOUN
cblr-7814	67	42	in	in	ADP
cblr-7814	67	43	the	the	DET
cblr-7814	67	44	workplace,22	workplace,22	NOUN
cblr-7814	67	45	make	make	NOUN
cblr-7814	67	46	decisions	decision	NOUN
cblr-7814	67	47	based	base	VERB
cblr-7814	67	48	on	on	ADP
cblr-7814	67	49	seemingly	seemingly	ADV
cblr-7814	67	50	neutral	neutral	ADJ
cblr-7814	67	51	factor	factor	NOUN
cblr-7814	67	52	,	,	PUNCT
cblr-7814	67	53	which	which	PRON
cblr-7814	67	54	function	function	VERB
cblr-7814	67	55	as	as	ADP
cblr-7814	67	56	proxies	proxy	NOUN
cblr-7814	67	57	for	for	ADP
cblr-7814	67	58	protected	protect	VERB
cblr-7814	67	59	characteristics,23	characteristics,23	NOUN
cblr-7814	67	60	and	and	CCONJ
cblr-7814	67	61	infer	infer	VERB
cblr-7814	67	62	sensitive	sensitive	ADJ
cblr-7814	67	63	health	health	NOUN
cblr-7814	67	64	-	-	PUNCT
cblr-7814	67	65	related	relate	VERB
cblr-7814	67	66	information	information	NOUN
cblr-7814	67	67	about	about	ADP
cblr-7814	67	68	employees.24	employees.24	VERB
cblr-7814	67	69	the	the	DET
cblr-7814	67	70	lack	lack	NOUN
cblr-7814	67	71	of	of	ADP
cblr-7814	67	72	transparency	transparency	NOUN
cblr-7814	67	73	in	in	ADP
cblr-7814	67	74	the	the	DET
cblr-7814	67	75	construction	construction	NOUN
cblr-7814	67	76	and	and	CCONJ
cblr-7814	67	77	application	application	NOUN
cblr-7814	67	78	of	of	ADP
cblr-7814	67	79	people	people	NOUN
cblr-7814	67	80	analytics	analytic	NOUN
cblr-7814	67	81	algorithms	algorithm	NOUN
cblr-7814	67	82	may	may	AUX
cblr-7814	67	83	undermine	undermine	VERB
cblr-7814	67	84	employee	employee	NOUN
cblr-7814	67	85	and	and	CCONJ
cblr-7814	67	86	public	public	ADJ
cblr-7814	67	87	confidence	confidence	NOUN
cblr-7814	67	88	,	,	PUNCT
cblr-7814	67	89	resulting	result	VERB
cblr-7814	67	90	in	in	ADP
cblr-7814	67	91	tensions	tension	NOUN
cblr-7814	67	92	which	which	PRON
cblr-7814	67	93	could	could	AUX
cblr-7814	67	94	skew	skew	VERB
cblr-7814	67	95	data	datum	NOUN
cblr-7814	67	96	and	and	CCONJ
cblr-7814	67	97	mischaracterized	mischaracterize	VERB
cblr-7814	67	98	individuals	individual	NOUN
cblr-7814	67	99	.	.	PUNCT
cblr-7814	68	1	edith	edith	PROPN
cblr-7814	68	2	ramirez	ramirez	PROPN
cblr-7814	68	3	,	,	PUNCT
cblr-7814	68	4	chairwoman	chairwoman	NOUN
cblr-7814	68	5	,	,	PUNCT
cblr-7814	68	6	fed	fed	PROPN
cblr-7814	68	7	.	.	PUNCT
cblr-7814	69	1	trade	trade	PROPN
cblr-7814	69	2	comm’n	comm’n	NOUN
cblr-7814	69	3	,	,	PUNCT
cblr-7814	69	4	keynote	keynote	ADJ
cblr-7814	69	5	address	address	NOUN
cblr-7814	69	6	at	at	ADP
cblr-7814	69	7	the	the	DET
cblr-7814	69	8	technology	technology	NOUN
cblr-7814	69	9	policy	policy	PROPN
cblr-7814	69	10	institute	institute	PROPN
cblr-7814	69	11	aspen	aspen	PROPN
cblr-7814	69	12	forum	forum	PROPN
cblr-7814	69	13	:	:	PUNCT
cblr-7814	69	14	the	the	DET
cblr-7814	69	15	privacy	privacy	NOUN
cblr-7814	69	16	challenges	challenge	NOUN
cblr-7814	69	17	of	of	ADP
cblr-7814	69	18	big	big	ADJ
cblr-7814	69	19	data	datum	NOUN
cblr-7814	69	20	:	:	PUNCT
cblr-7814	69	21	a	a	DET
cblr-7814	69	22	view	view	NOUN
cblr-7814	69	23	from	from	ADP
cblr-7814	69	24	the	the	DET
cblr-7814	69	25	lifeguard	lifeguard	NOUN
cblr-7814	69	26	’s	’s	PART
cblr-7814	69	27	chair	chair	NOUN
cblr-7814	69	28	7	7	NUM
cblr-7814	69	29	–	–	SYM
cblr-7814	69	30	8	8	NUM
cblr-7814	69	31	(	(	PUNCT
cblr-7814	69	32	aug	aug	PROPN
cblr-7814	69	33	.	.	PROPN
cblr-7814	69	34	19	19	NUM
cblr-7814	69	35	,	,	PUNCT
cblr-7814	69	36	2013	2013	NUM
cblr-7814	69	37	)	)	PUNCT
cblr-7814	69	38	,	,	PUNCT
cblr-7814	69	39	https://www.ftc.gov/sites/default/files/documents/public_statements/privac	https://www.ftc.gov/sites/default/files/documents/public_statements/privac	ADP
cblr-7814	69	40	y	y	NOUN
cblr-7814	69	41	-	-	PUNCT
cblr-7814	69	42	challenges	challenge	NOUN
cblr-7814	69	43	-	-	PUNCT
cblr-7814	69	44	big	big	ADJ
cblr-7814	69	45	-	-	PUNCT
cblr-7814	69	46	data	data	NOUN
cblr-7814	69	47	-	-	PUNCT
cblr-7814	69	48	view	view	NOUN
cblr-7814	69	49	-	-	PUNCT
cblr-7814	69	50	lifeguard%e2%80%99schair/130819bigdataaspen.pdf	lifeguard%e2%80%99schair/130819bigdataaspen.pdf	NOUN
cblr-7814	69	51	[	[	X
cblr-7814	69	52	https://perma.cc/j9tt-fbvt	https://perma.cc/j9tt-fbvt	NOUN
cblr-7814	69	53	]	]	X
cblr-7814	69	54	(	(	PUNCT
cblr-7814	69	55	remarks	remark	NOUN
cblr-7814	69	56	as	as	ADP
cblr-7814	69	57	prepared	prepare	VERB
cblr-7814	69	58	)	)	PUNCT
cblr-7814	69	59	.	.	PUNCT
cblr-7814	70	1	21	21	NUM
cblr-7814	70	2	see	see	VERB
cblr-7814	70	3	sofia	sofia	NOUN
cblr-7814	70	4	grafanaki	grafanaki	PROPN
cblr-7814	70	5	,	,	PUNCT
cblr-7814	70	6	autonomy	autonomy	NOUN
cblr-7814	70	7	challenges	challenge	NOUN
cblr-7814	70	8	in	in	ADP
cblr-7814	70	9	the	the	DET
cblr-7814	70	10	age	age	NOUN
cblr-7814	70	11	of	of	ADP
cblr-7814	70	12	big	big	ADJ
cblr-7814	70	13	data	datum	NOUN
cblr-7814	70	14	,	,	PUNCT
cblr-7814	70	15	27	27	NUM
cblr-7814	70	16	fordham	fordham	PROPN
cblr-7814	70	17	intell	intell	PROPN
cblr-7814	70	18	.	.	PUNCT
cblr-7814	71	1	prop	prop	PROPN
cblr-7814	71	2	.	.	PUNCT
cblr-7814	72	1	media	media	PROPN
cblr-7814	72	2	&	&	CCONJ
cblr-7814	72	3	ent	ent	PROPN
cblr-7814	72	4	.	.	PUNCT
cblr-7814	73	1	l.j	l.j	PROPN
cblr-7814	73	2	.	.	PROPN
cblr-7814	73	3	803	803	NUM
cblr-7814	73	4	,	,	PUNCT
cblr-7814	73	5	806	806	NUM
cblr-7814	73	6	,	,	PUNCT
cblr-7814	73	7	809–10	809–10	NUM
cblr-7814	73	8	(	(	PUNCT
cblr-7814	73	9	2017	2017	NUM
cblr-7814	73	10	)	)	PUNCT
cblr-7814	73	11	;	;	PUNCT
cblr-7814	73	12	kate	kate	PROPN
cblr-7814	73	13	crawford	crawford	PROPN
cblr-7814	73	14	&	&	CCONJ
cblr-7814	73	15	jason	jason	PROPN
cblr-7814	73	16	schultz	schultz	PROPN
cblr-7814	73	17	,	,	PUNCT
cblr-7814	73	18	big	big	ADJ
cblr-7814	73	19	data	datum	NOUN
cblr-7814	73	20	and	and	CCONJ
cblr-7814	73	21	due	due	ADJ
cblr-7814	73	22	process	process	NOUN
cblr-7814	73	23	:	:	PUNCT
cblr-7814	73	24	toward	toward	ADP
cblr-7814	73	25	a	a	DET
cblr-7814	73	26	framework	framework	NOUN
cblr-7814	73	27	to	to	PART
cblr-7814	73	28	redress	redress	VERB
cblr-7814	73	29	predictive	predictive	ADJ
cblr-7814	73	30	privacy	privacy	NOUN
cblr-7814	73	31	harms	harm	NOUN
cblr-7814	73	32	,	,	PUNCT
cblr-7814	73	33	55	55	NUM
cblr-7814	73	34	b.c	b.c	NOUN
cblr-7814	73	35	.	.	PROPN
cblr-7814	73	36	l.	l.	PROPN
cblr-7814	73	37	rev	rev	PROPN
cblr-7814	73	38	.	.	PROPN
cblr-7814	73	39	93	93	NUM
cblr-7814	73	40	,	,	PUNCT
cblr-7814	73	41	94	94	NUM
cblr-7814	73	42	(	(	PUNCT
cblr-7814	73	43	2014	2014	NUM
cblr-7814	73	44	)	)	PUNCT
cblr-7814	73	45	.	.	PUNCT
cblr-7814	74	1	22	22	NUM
cblr-7814	74	2	see	see	VERB
cblr-7814	74	3	miriam	miriam	PROPN
cblr-7814	74	4	a.	a.	PROPN
cblr-7814	74	5	cherry	cherry	PROPN
cblr-7814	74	6	,	,	PUNCT
cblr-7814	74	7	people	people	NOUN
cblr-7814	74	8	analytics	analytic	NOUN
cblr-7814	74	9	and	and	CCONJ
cblr-7814	74	10	invisible	invisible	ADJ
cblr-7814	74	11	labor	labor	NOUN
cblr-7814	74	12	,	,	PUNCT
cblr-7814	74	13	61	61	NUM
cblr-7814	74	14	st	st	X
cblr-7814	74	15	.	.	PROPN
cblr-7814	74	16	louis	louis	PROPN
cblr-7814	74	17	u.	u.	PROPN
cblr-7814	74	18	l.j	l.j	PROPN
cblr-7814	74	19	.	.	PROPN
cblr-7814	74	20	1	1	NUM
cblr-7814	74	21	,	,	PUNCT
cblr-7814	74	22	12–14	12–14	NUM
cblr-7814	74	23	(	(	PUNCT
cblr-7814	74	24	2016	2016	NUM
cblr-7814	74	25	)	)	PUNCT
cblr-7814	74	26	;	;	PUNCT
cblr-7814	74	27	jordan	jordan	PROPN
cblr-7814	74	28	weissmann	weissmann	PROPN
cblr-7814	74	29	,	,	PUNCT
cblr-7814	74	30	amazon	amazon	PROPN
cblr-7814	74	31	created	create	VERB
cblr-7814	74	32	a	a	DET
cblr-7814	74	33	hiring	hire	VERB
cblr-7814	74	34	tool	tool	NOUN
cblr-7814	74	35	using	use	VERB
cblr-7814	74	36	a.i	a.i	PROPN
cblr-7814	74	37	.	.	PUNCT
cblr-7814	75	1	it	it	PRON
cblr-7814	75	2	immediately	immediately	ADV
cblr-7814	75	3	started	start	VERB
cblr-7814	75	4	discriminating	discriminate	VERB
cblr-7814	75	5	against	against	ADP
cblr-7814	75	6	women	woman	NOUN
cblr-7814	75	7	.	.	PUNCT
cblr-7814	75	8	,	,	PUNCT
cblr-7814	75	9	slate	slate	NOUN
cblr-7814	75	10	(	(	PUNCT
cblr-7814	75	11	oct	oct	PROPN
cblr-7814	75	12	.	.	PROPN
cblr-7814	75	13	10	10	NUM
cblr-7814	75	14	,	,	PUNCT
cblr-7814	75	15	2018	2018	NUM
cblr-7814	75	16	,	,	PUNCT
cblr-7814	75	17	4:52	4:52	NUM
cblr-7814	75	18	pm	pm	NOUN
cblr-7814	75	19	)	)	PUNCT
cblr-7814	75	20	,	,	PUNCT
cblr-7814	75	21	https://slate.com/business/2018/10/amazonartificial-intelligence-hiring-discrimination-women.html	https://slate.com/business/2018/10/amazonartificial-intelligence-hiring-discrimination-women.html	VERB
cblr-7814	76	1	[	[	X
cblr-7814	76	2	https://perma.cc/5all-w4t4	https://perma.cc/5all-w4t4	X
cblr-7814	76	3	]	]	X
cblr-7814	76	4	.	.	PUNCT
cblr-7814	77	1	23	23	NUM
cblr-7814	77	2	see	see	VERB
cblr-7814	77	3	pauline	pauline	PROPN
cblr-7814	77	4	t.	t.	PROPN
cblr-7814	77	5	kim	kim	PROPN
cblr-7814	77	6	&	&	CCONJ
cblr-7814	77	7	sharion	sharion	PROPN
cblr-7814	77	8	scott	scott	PROPN
cblr-7814	77	9	,	,	PUNCT
cblr-7814	77	10	discrimination	discrimination	NOUN
cblr-7814	77	11	in	in	ADP
cblr-7814	77	12	online	online	ADJ
cblr-7814	77	13	employment	employment	NOUN
cblr-7814	77	14	recruiting	recruiting	NOUN
cblr-7814	77	15	,	,	PUNCT
cblr-7814	77	16	63	63	NUM
cblr-7814	77	17	st	st	PROPN
cblr-7814	77	18	.	.	PROPN
cblr-7814	77	19	louis	louis	PROPN
cblr-7814	77	20	u.	u.	PROPN
cblr-7814	77	21	l.j	l.j	PROPN
cblr-7814	77	22	.	.	PROPN
cblr-7814	77	23	93	93	NUM
cblr-7814	77	24	,	,	PUNCT
cblr-7814	77	25	98	98	NUM
cblr-7814	77	26	(	(	PUNCT
cblr-7814	77	27	2018	2018	NUM
cblr-7814	77	28	)	)	PUNCT
cblr-7814	77	29	;	;	PUNCT
cblr-7814	77	30	pauline	pauline	PROPN
cblr-7814	77	31	t.	t.	PROPN
cblr-7814	77	32	kim	kim	PROPN
cblr-7814	77	33	,	,	PUNCT
cblr-7814	77	34	data	data	NOUN
cblr-7814	77	35	-	-	PUNCT
cblr-7814	77	36	driven	drive	VERB
cblr-7814	77	37	discrimination	discrimination	NOUN
cblr-7814	77	38	at	at	ADP
cblr-7814	77	39	work	work	NOUN
cblr-7814	77	40	,	,	PUNCT
cblr-7814	77	41	58	58	NUM
cblr-7814	77	42	wm	wm	PROPN
cblr-7814	77	43	.	.	PROPN
cblr-7814	77	44	&	&	CCONJ
cblr-7814	77	45	mary	mary	PROPN
cblr-7814	77	46	l.	l.	PROPN
cblr-7814	77	47	rev	rev	PROPN
cblr-7814	77	48	.	.	PROPN
cblr-7814	77	49	857	857	NUM
cblr-7814	77	50	,	,	PUNCT
cblr-7814	77	51	880	880	NUM
cblr-7814	77	52	(	(	PUNCT
cblr-7814	77	53	2017	2017	NUM
cblr-7814	77	54	)	)	PUNCT
cblr-7814	77	55	.	.	PUNCT
cblr-7814	78	1	24	24	NUM
cblr-7814	78	2	see	see	VERB
cblr-7814	78	3	valentina	valentina	PROPN
cblr-7814	78	4	zayra	zayra	PROPN
cblr-7814	78	5	,	,	PUNCT
cblr-7814	78	6	employers	employer	NOUN
cblr-7814	78	7	are	be	AUX
cblr-7814	78	8	quietly	quietly	ADV
cblr-7814	78	9	using	use	VERB
cblr-7814	78	10	big	big	ADJ
cblr-7814	78	11	data	datum	NOUN
cblr-7814	78	12	to	to	PART
cblr-7814	78	13	track	track	VERB
cblr-7814	78	14	employee	employee	NOUN
cblr-7814	78	15	pregnancies	pregnancy	NOUN
cblr-7814	78	16	,	,	PUNCT
cblr-7814	78	17	fortune	fortune	NOUN
cblr-7814	78	18	(	(	PUNCT
cblr-7814	78	19	feb	feb	PROPN
cblr-7814	78	20	.	.	PROPN
cblr-7814	78	21	17	17	NUM
cblr-7814	78	22	,	,	PUNCT
cblr-7814	78	23	2016	2016	NUM
cblr-7814	78	24	,	,	PUNCT
cblr-7814	78	25	5:36	5:36	NUM
cblr-7814	78	26	pm	pm	NOUN
cblr-7814	78	27	)	)	PUNCT
cblr-7814	78	28	,	,	PUNCT
cblr-7814	78	29	http://fortune.com/2016/02/17/castlight-pregnancy-data/	http://fortune.com/2016/02/17/castlight-pregnancy-data/	PROPN
cblr-7814	78	30	(	(	PUNCT
cblr-7814	78	31	on	on	ADP
cblr-7814	78	32	file	file	NOUN
cblr-7814	78	33	with	with	ADP
cblr-7814	78	34	the	the	DET
cblr-7814	78	35	columbia	columbia	PROPN
cblr-7814	78	36	business	business	PROPN
cblr-7814	78	37	law	law	PROPN
cblr-7814	78	38	review	review	PROPN
cblr-7814	78	39	)	)	PUNCT
cblr-7814	78	40	(	(	PUNCT
cblr-7814	78	41	discussing	discuss	VERB
cblr-7814	78	42	inferences	inference	NOUN
cblr-7814	78	43	about	about	ADP
cblr-7814	78	44	,	,	PUNCT
cblr-7814	78	45	inter	inter	ADJ
cblr-7814	78	46	alia	alia	NOUN
cblr-7814	78	47	,	,	PUNCT
cblr-7814	78	48	pregnancy	pregnancy	NOUN
cblr-7814	78	49	and	and	CCONJ
cblr-7814	78	50	diabetes	diabetes	NOUN
cblr-7814	78	51	)	)	PUNCT
cblr-7814	78	52	.	.	PUNCT
cblr-7814	79	1	pedersen	pedersen	NOUN
cblr-7814	79	2	(	(	PUNCT
cblr-7814	79	3	note	note	NOUN
cblr-7814	79	4	)	)	PUNCT
cblr-7814	79	5	1/15/2021	1/15/2021	NUM
cblr-7814	79	6	5:01	5:01	NUM
cblr-7814	79	7	pm	pm	PROPN
cblr-7814	79	8	1128	1128	NUM
cblr-7814	79	9	columbia	columbia	PROPN
cblr-7814	79	10	business	business	NOUN
cblr-7814	79	11	law	law	PROPN
cblr-7814	79	12	review	review	NOUN
cblr-7814	79	13	[	[	X
cblr-7814	79	14	vol	vol	NOUN
cblr-7814	79	15	.	.	PUNCT
cblr-7814	79	16	2020	2020	NUM
cblr-7814	79	17	cut	cut	VERB
cblr-7814	79	18	against	against	ADP
cblr-7814	79	19	the	the	DET
cblr-7814	79	20	productivity	productivity	NOUN
cblr-7814	79	21	benefits	benefit	NOUN
cblr-7814	79	22	offered	offer	VERB
cblr-7814	79	23	by	by	ADP
cblr-7814	79	24	the	the	DET
cblr-7814	79	25	system.25	system.25	NOUN
cblr-7814	79	26	anecdotal	anecdotal	ADJ
cblr-7814	79	27	accounts	account	NOUN
cblr-7814	79	28	suggest	suggest	VERB
cblr-7814	79	29	that	that	SCONJ
cblr-7814	79	30	the	the	DET
cblr-7814	79	31	replacement	replacement	NOUN
cblr-7814	79	32	of	of	ADP
cblr-7814	79	33	management	management	NOUN
cblr-7814	79	34	with	with	ADP
cblr-7814	79	35	ai	ai	NOUN
cblr-7814	79	36	has	have	AUX
cblr-7814	79	37	already	already	ADV
cblr-7814	79	38	engendered	engender	VERB
cblr-7814	79	39	some	some	DET
cblr-7814	79	40	backlash	backlash	NOUN
cblr-7814	79	41	from	from	ADP
cblr-7814	79	42	job	job	NOUN
cblr-7814	79	43	applicants.26	applicants.26	ADJ
cblr-7814	79	44	more	more	ADV
cblr-7814	79	45	broadly	broadly	ADV
cblr-7814	79	46	,	,	PUNCT
cblr-7814	79	47	following	follow	VERB
cblr-7814	79	48	an	an	DET
cblr-7814	79	49	onslaught	onslaught	NOUN
cblr-7814	79	50	of	of	ADP
cblr-7814	79	51	data	datum	NOUN
cblr-7814	79	52	breaches	breach	NOUN
cblr-7814	79	53	at	at	ADP
cblr-7814	79	54	large	large	ADJ
cblr-7814	79	55	technology	technology	NOUN
cblr-7814	79	56	companies	company	NOUN
cblr-7814	79	57	,	,	PUNCT
cblr-7814	79	58	there	there	PRON
cblr-7814	79	59	is	be	VERB
cblr-7814	79	60	a	a	DET
cblr-7814	79	61	crisis	crisis	NOUN
cblr-7814	79	62	in	in	ADP
cblr-7814	79	63	consumer	consumer	NOUN
cblr-7814	79	64	trust	trust	NOUN
cblr-7814	79	65	,	,	PUNCT
cblr-7814	79	66	as	as	ADV
cblr-7814	79	67	well	well	ADV
cblr-7814	79	68	as	as	ADP
cblr-7814	79	69	heightened	heighten	VERB
cblr-7814	79	70	public	public	ADJ
cblr-7814	79	71	awareness	awareness	NOUN
cblr-7814	79	72	of	of	ADP
cblr-7814	79	73	the	the	DET
cblr-7814	79	74	importance	importance	NOUN
cblr-7814	79	75	of	of	ADP
cblr-7814	79	76	data	datum	NOUN
cblr-7814	79	77	privacy.27	privacy.27	PROPN
cblr-7814	79	78	predictive	predictive	ADJ
cblr-7814	79	79	algorithms	algorithm	NOUN
cblr-7814	79	80	can	can	AUX
cblr-7814	79	81	be	be	AUX
cblr-7814	79	82	incredibly	incredibly	ADV
cblr-7814	79	83	useful	useful	ADJ
cblr-7814	79	84	sources	source	NOUN
cblr-7814	79	85	of	of	ADP
cblr-7814	79	86	organizational	organizational	ADJ
cblr-7814	79	87	knowledge	knowledge	NOUN
cblr-7814	79	88	.	.	PUNCT
cblr-7814	80	1	but	but	CCONJ
cblr-7814	80	2	the	the	DET
cblr-7814	80	3	design	design	NOUN
cblr-7814	80	4	and	and	CCONJ
cblr-7814	80	5	deployment	deployment	NOUN
cblr-7814	80	6	of	of	ADP
cblr-7814	80	7	algorithms	algorithm	NOUN
cblr-7814	80	8	to	to	PART
cblr-7814	80	9	make	make	VERB
cblr-7814	80	10	predictions	prediction	NOUN
cblr-7814	80	11	about	about	ADP
cblr-7814	80	12	individual	individual	ADJ
cblr-7814	80	13	workers	worker	NOUN
cblr-7814	80	14	for	for	ADP
cblr-7814	80	15	the	the	DET
cblr-7814	80	16	benefit	benefit	NOUN
cblr-7814	80	17	of	of	ADP
cblr-7814	80	18	an	an	DET
cblr-7814	80	19	institution	institution	NOUN
cblr-7814	80	20	or	or	CCONJ
cblr-7814	80	21	company	company	NOUN
cblr-7814	80	22	implicates	implicate	VERB
cblr-7814	80	23	fundamental	fundamental	ADJ
cblr-7814	80	24	human	human	ADJ
cblr-7814	80	25	rights	right	NOUN
cblr-7814	80	26	.	.	PUNCT
cblr-7814	81	1	as	as	SCONJ
cblr-7814	81	2	one	one	NUM
cblr-7814	81	3	scholar	scholar	NOUN
cblr-7814	81	4	has	have	AUX
cblr-7814	81	5	noted	note	VERB
cblr-7814	81	6	,	,	PUNCT
cblr-7814	81	7	“	"	PUNCT
cblr-7814	81	8	today	today	NOUN
cblr-7814	81	9	’s	’s	PART
cblr-7814	81	10	workers	worker	NOUN
cblr-7814	81	11	are	be	AUX
cblr-7814	81	12	left	leave	VERB
cblr-7814	81	13	with	with	ADP
cblr-7814	81	14	a	a	DET
cblr-7814	81	15	hobson	hobson	NOUN
cblr-7814	81	16	’s	’s	PART
cblr-7814	81	17	choice	choice	NOUN
cblr-7814	81	18	of	of	ADP
cblr-7814	81	19	giving	give	VERB
cblr-7814	81	20	up	up	ADP
cblr-7814	81	21	their	their	PRON
cblr-7814	81	22	privacy	privacy	NOUN
cblr-7814	81	23	or	or	CCONJ
cblr-7814	81	24	giving	give	VERB
cblr-7814	81	25	up	up	ADP
cblr-7814	81	26	their	their	PRON
cblr-7814	81	27	job	job	NOUN
cblr-7814	81	28	,	,	PUNCT
cblr-7814	81	29	if	if	SCONJ
cblr-7814	81	30	the	the	DET
cblr-7814	81	31	predictive	predictive	ADJ
cblr-7814	81	32	analytics	analytic	NOUN
cblr-7814	81	33	even	even	ADV
cblr-7814	81	34	allow	allow	VERB
cblr-7814	81	35	them	they	PRON
cblr-7814	81	36	to	to	PART
cblr-7814	81	37	have	have	VERB
cblr-7814	81	38	the	the	DET
cblr-7814	81	39	job	job	NOUN
cblr-7814	81	40	.	.	PUNCT
cblr-7814	82	1	”28	”28	NOUN
cblr-7814	82	2	to	to	PART
cblr-7814	82	3	preserve	preserve	VERB
cblr-7814	82	4	the	the	DET
cblr-7814	82	5	enormous	enormous	ADJ
cblr-7814	82	6	potential	potential	ADJ
cblr-7814	82	7	value	value	NOUN
cblr-7814	82	8	of	of	ADP
cblr-7814	82	9	algorithmic	algorithmic	ADJ
cblr-7814	82	10	insights	insight	NOUN
cblr-7814	82	11	,	,	PUNCT
cblr-7814	82	12	transparency	transparency	NOUN
cblr-7814	82	13	is	be	AUX
cblr-7814	82	14	key	key	ADJ
cblr-7814	82	15	.	.	PUNCT
cblr-7814	83	1	focusing	focus	VERB
cblr-7814	83	2	on	on	ADP
cblr-7814	83	3	the	the	DET
cblr-7814	83	4	growing	grow	VERB
cblr-7814	83	5	application	application	NOUN
cblr-7814	83	6	of	of	ADP
cblr-7814	83	7	people	people	NOUN
cblr-7814	83	8	analytics	analytic	NOUN
cblr-7814	83	9	as	as	ADP
cblr-7814	83	10	a	a	DET
cblr-7814	83	11	gatekeeping	gatekeepe	VERB
cblr-7814	83	12	mechanism	mechanism	NOUN
cblr-7814	83	13	in	in	ADP
cblr-7814	83	14	the	the	DET
cblr-7814	83	15	workplace	workplace	NOUN
cblr-7814	83	16	,	,	PUNCT
cblr-7814	83	17	this	this	DET
cblr-7814	83	18	note	note	NOUN
cblr-7814	83	19	contends	contend	VERB
cblr-7814	83	20	that	that	SCONJ
cblr-7814	83	21	data	datum	NOUN
cblr-7814	83	22	privacy	privacy	NOUN
cblr-7814	83	23	laws	law	NOUN
cblr-7814	83	24	aimed	aim	VERB
cblr-7814	83	25	solely	solely	ADV
cblr-7814	83	26	at	at	ADP
cblr-7814	83	27	regulating	regulate	VERB
cblr-7814	83	28	the	the	DET
cblr-7814	83	29	collection	collection	NOUN
cblr-7814	83	30	of	of	ADP
cblr-7814	83	31	and	and	CCONJ
cblr-7814	83	32	access	access	NOUN
cblr-7814	83	33	to	to	ADP
cblr-7814	83	34	personal	personal	ADJ
cblr-7814	83	35	data29	data29	NOUN
cblr-7814	83	36	will	will	AUX
cblr-7814	83	37	not	not	PART
cblr-7814	83	38	deter	deter	VERB
cblr-7814	83	39	the	the	DET
cblr-7814	83	40	most	most	ADV
cblr-7814	83	41	fundamental	fundamental	ADJ
cblr-7814	83	42	threats	threat	NOUN
cblr-7814	83	43	that	that	SCONJ
cblr-7814	83	44	these	these	DET
cblr-7814	83	45	methods	method	NOUN
cblr-7814	83	46	pose	pose	VERB
cblr-7814	83	47	to	to	ADP
cblr-7814	83	48	individual	individual	ADJ
cblr-7814	83	49	autonomy	autonomy	NOUN
cblr-7814	83	50	.	.	PUNCT
cblr-7814	84	1	25	25	NUM
cblr-7814	84	2	infra	infra	NOUN
cblr-7814	84	3	section	section	NOUN
cblr-7814	84	4	iii.b	iii.b	PROPN
cblr-7814	84	5	.	.	PUNCT
cblr-7814	84	6	26	26	NUM
cblr-7814	84	7	see	see	VERB
cblr-7814	84	8	nick	nick	PROPN
cblr-7814	84	9	corcodilos	corcodilo	NOUN
cblr-7814	84	10	,	,	PUNCT
cblr-7814	84	11	hirevue	hirevue	PROPN
cblr-7814	84	12	video	video	NOUN
cblr-7814	84	13	interviews	interview	NOUN
cblr-7814	84	14	:	:	PUNCT
cblr-7814	84	15	hr	hr	NOUN
cblr-7814	84	16	insults	insult	VERB
cblr-7814	84	17	talent	talent	NOUN
cblr-7814	84	18	in	in	ADP
cblr-7814	84	19	a	a	DET
cblr-7814	84	20	talent	talent	NOUN
cblr-7814	84	21	shortage	shortage	NOUN
cblr-7814	84	22	,	,	PUNCT
cblr-7814	84	23	ask	ask	VERB
cblr-7814	84	24	the	the	DET
cblr-7814	84	25	headhunter	headhunter	NOUN
cblr-7814	84	26	(	(	PUNCT
cblr-7814	84	27	aug	aug	PROPN
cblr-7814	84	28	.	.	PROPN
cblr-7814	84	29	22	22	NUM
cblr-7814	84	30	,	,	PUNCT
cblr-7814	84	31	2016	2016	NUM
cblr-7814	84	32	)	)	PUNCT
cblr-7814	84	33	,	,	PUNCT
cblr-7814	84	34	https://www.asktheheadhunter.com/9044/hirevue-video-interviews-insulttalent-in-talent-shortage	https://www.asktheheadhunter.com/9044/hirevue-video-interviews-insulttalent-in-talent-shortage	NOUN
cblr-7814	84	35	[	[	X
cblr-7814	84	36	https://perma.cc/8rhq-er8u	https://perma.cc/8rhq-er8u	X
cblr-7814	84	37	]	]	X
cblr-7814	84	38	(	(	PUNCT
cblr-7814	84	39	noting	note	VERB
cblr-7814	84	40	objections	objection	NOUN
cblr-7814	84	41	to	to	ADP
cblr-7814	84	42	an	an	DET
cblr-7814	84	43	automated	automate	VERB
cblr-7814	84	44	interview	interview	NOUN
cblr-7814	84	45	system	system	NOUN
cblr-7814	84	46	)	)	PUNCT
cblr-7814	84	47	.	.	PUNCT
cblr-7814	85	1	27	27	NUM
cblr-7814	85	2	cf	cf	NOUN
cblr-7814	85	3	.	.	PUNCT
cblr-7814	85	4	brooke	brooke	PROPN
cblr-7814	85	5	auxier	auxier	PROPN
cblr-7814	85	6	et	et	PROPN
cblr-7814	85	7	al	al	PROPN
cblr-7814	85	8	.	.	PROPN
cblr-7814	85	9	,	,	PUNCT
cblr-7814	85	10	pew	pew	NOUN
cblr-7814	85	11	rsch	rsch	NOUN
cblr-7814	85	12	.	.	PUNCT
cblr-7814	86	1	ctr	ctr	PROPN
cblr-7814	86	2	.	.	PROPN
cblr-7814	86	3	,	,	PUNCT
cblr-7814	86	4	americans	americans	PROPN
cblr-7814	86	5	and	and	CCONJ
cblr-7814	86	6	privacy	privacy	NOUN
cblr-7814	86	7	:	:	PUNCT
cblr-7814	86	8	concerned	concern	VERB
cblr-7814	86	9	,	,	PUNCT
cblr-7814	86	10	confused	confused	ADJ
cblr-7814	86	11	and	and	CCONJ
cblr-7814	86	12	feeling	feel	VERB
cblr-7814	86	13	lack	lack	NOUN
cblr-7814	86	14	of	of	ADP
cblr-7814	86	15	control	control	NOUN
cblr-7814	86	16	over	over	ADP
cblr-7814	86	17	their	their	PRON
cblr-7814	86	18	personal	personal	ADJ
cblr-7814	86	19	information	information	NOUN
cblr-7814	86	20	2	2	NUM
cblr-7814	86	21	,	,	PUNCT
cblr-7814	86	22	4	4	NUM
cblr-7814	86	23	(	(	PUNCT
cblr-7814	86	24	2019	2019	NUM
cblr-7814	86	25	)	)	PUNCT
cblr-7814	86	26	,	,	PUNCT
cblr-7814	86	27	https://www.pewresearch.org/internet/wpcontent/uploads/sites/9/2019/11/pew-researchcenter_pi_2019.11.15_privacy_final.pdf	https://www.pewresearch.org/internet/wpcontent/uploads/sites/9/2019/11/pew-researchcenter_pi_2019.11.15_privacy_final.pdf	NOUN
cblr-7814	87	1	[	[	X
cblr-7814	87	2	https://perma.cc/rj8p-as6n	https://perma.cc/rj8p-as6n	X
cblr-7814	87	3	]	]	X
cblr-7814	87	4	(	(	PUNCT
cblr-7814	87	5	finding	find	VERB
cblr-7814	87	6	significant	significant	ADJ
cblr-7814	87	7	public	public	ADJ
cblr-7814	87	8	concern	concern	NOUN
cblr-7814	87	9	about	about	ADP
cblr-7814	87	10	companies	company	NOUN
cblr-7814	87	11	’	'	PUNCT
cblr-7814	87	12	collection	collection	NOUN
cblr-7814	87	13	and	and	CCONJ
cblr-7814	87	14	“	"	PUNCT
cblr-7814	87	15	steward[ship	steward[ship	NOUN
cblr-7814	87	16	]	]	PUNCT
cblr-7814	87	17	”	"	PUNCT
cblr-7814	87	18	of	of	ADP
cblr-7814	87	19	data	datum	NOUN
cblr-7814	87	20	)	)	PUNCT
cblr-7814	87	21	.	.	PUNCT
cblr-7814	88	1	28	28	NUM
cblr-7814	88	2	sprague	sprague	NOUN
cblr-7814	88	3	,	,	PUNCT
cblr-7814	88	4	supra	supra	PROPN
cblr-7814	88	5	note	note	PROPN
cblr-7814	88	6	14	14	NUM
cblr-7814	88	7	,	,	PUNCT
cblr-7814	88	8	at	at	ADP
cblr-7814	88	9	46	46	NUM
cblr-7814	88	10	(	(	PUNCT
cblr-7814	88	11	footnotes	footnote	NOUN
cblr-7814	88	12	omitted	omit	VERB
cblr-7814	88	13	)	)	PUNCT
cblr-7814	88	14	.	.	PUNCT
cblr-7814	89	1	29	29	NUM
cblr-7814	89	2	see	see	VERB
cblr-7814	89	3	,	,	PUNCT
cblr-7814	89	4	e.g.	e.g.	ADV
cblr-7814	89	5	,	,	PUNCT
cblr-7814	89	6	california	california	PROPN
cblr-7814	89	7	consumer	consumer	PROPN
cblr-7814	89	8	privacy	privacy	PROPN
cblr-7814	89	9	act	act	PROPN
cblr-7814	89	10	,	,	PUNCT
cblr-7814	89	11	cal	cal	PROPN
cblr-7814	89	12	.	.	PUNCT
cblr-7814	90	1	civ	civ	PROPN
cblr-7814	90	2	.	.	PUNCT
cblr-7814	90	3	code	code	PROPN
cblr-7814	90	4	§	§	PROPN
cblr-7814	90	5	§	§	PROPN
cblr-7814	90	6	1798.100–.199	1798.100–.199	NUM
cblr-7814	90	7	(	(	PUNCT
cblr-7814	90	8	2020	2020	NUM
cblr-7814	90	9	)	)	PUNCT
cblr-7814	90	10	.	.	PUNCT
cblr-7814	91	1	pedersen	pedersen	NOUN
cblr-7814	91	2	(	(	PUNCT
cblr-7814	91	3	note	note	NOUN
cblr-7814	91	4	)	)	PUNCT
cblr-7814	91	5	1/15/2021	1/15/2021	NUM
cblr-7814	91	6	5:01	5:01	NUM
cblr-7814	91	7	pm	pm	NOUN
cblr-7814	91	8	no	no	INTJ
cblr-7814	91	9	.	.	PUNCT
cblr-7814	92	1	3:1122	3:1122	NUM
cblr-7814	92	2	]	]	X
cblr-7814	92	3	people	people	NOUN
cblr-7814	92	4	analytics	analytic	NOUN
cblr-7814	92	5	and	and	CCONJ
cblr-7814	92	6	individual	individual	ADJ
cblr-7814	92	7	autonomy	autonomy	NOUN
cblr-7814	92	8	1129	1129	NUM
cblr-7814	92	9	the	the	DET
cblr-7814	92	10	pervasive	pervasive	ADJ
cblr-7814	92	11	automation	automation	NOUN
cblr-7814	92	12	of	of	ADP
cblr-7814	92	13	employment	employment	NOUN
cblr-7814	92	14	decisions	decision	NOUN
cblr-7814	92	15	based	base	VERB
cblr-7814	92	16	on	on	ADP
cblr-7814	92	17	opaque	opaque	ADJ
cblr-7814	92	18	algorithmic	algorithmic	ADJ
cblr-7814	92	19	presumptions	presumption	NOUN
cblr-7814	92	20	implicates	implicate	VERB
cblr-7814	92	21	human	human	ADJ
cblr-7814	92	22	rights	right	NOUN
cblr-7814	92	23	on	on	ADP
cblr-7814	92	24	a	a	DET
cblr-7814	92	25	societal	societal	ADJ
cblr-7814	92	26	level	level	NOUN
cblr-7814	92	27	.	.	PUNCT
cblr-7814	93	1	in	in	ADP
cblr-7814	93	2	controlling	control	VERB
cblr-7814	93	3	access	access	NOUN
cblr-7814	93	4	to	to	ADP
cblr-7814	93	5	job	job	NOUN
cblr-7814	93	6	opportunities	opportunity	NOUN
cblr-7814	93	7	,	,	PUNCT
cblr-7814	93	8	these	these	DET
cblr-7814	93	9	systems	system	NOUN
cblr-7814	93	10	will	will	AUX
cblr-7814	93	11	impact	impact	VERB
cblr-7814	93	12	the	the	DET
cblr-7814	93	13	structure	structure	NOUN
cblr-7814	93	14	and	and	CCONJ
cblr-7814	93	15	trajectory	trajectory	NOUN
cblr-7814	93	16	of	of	ADP
cblr-7814	93	17	society	society	NOUN
cblr-7814	93	18	as	as	ADP
cblr-7814	93	19	a	a	DET
cblr-7814	93	20	whole.30	whole.30	NOUN
cblr-7814	93	21	should	should	AUX
cblr-7814	93	22	private	private	ADJ
cblr-7814	93	23	developers	developer	NOUN
cblr-7814	93	24	and	and	CCONJ
cblr-7814	93	25	employers	employer	NOUN
cblr-7814	93	26	hold	hold	VERB
cblr-7814	93	27	this	this	DET
cblr-7814	93	28	degree	degree	NOUN
cblr-7814	93	29	of	of	ADP
cblr-7814	93	30	social	social	ADJ
cblr-7814	93	31	power	power	NOUN
cblr-7814	93	32	?	?	PUNCT
cblr-7814	94	1	what	what	PRON
cblr-7814	94	2	assumptions	assumption	VERB
cblr-7814	94	3	may	may	AUX
cblr-7814	94	4	an	an	DET
cblr-7814	94	5	algorithm	algorithm	NOUN
cblr-7814	94	6	make	make	VERB
cblr-7814	94	7	about	about	ADP
cblr-7814	94	8	a	a	DET
cblr-7814	94	9	person	person	NOUN
cblr-7814	94	10	based	base	VERB
cblr-7814	94	11	on	on	ADP
cblr-7814	94	12	a	a	DET
cblr-7814	94	13	behavioral	behavioral	ADJ
cblr-7814	94	14	profile	profile	NOUN
cblr-7814	94	15	?	?	PUNCT
cblr-7814	95	1	what	what	DET
cblr-7814	95	2	opportunities	opportunity	NOUN
cblr-7814	95	3	may	may	AUX
cblr-7814	95	4	it	it	PRON
cblr-7814	95	5	offer	offer	VERB
cblr-7814	95	6	or	or	CCONJ
cblr-7814	95	7	withhold	withhold	VERB
cblr-7814	95	8	based	base	VERB
cblr-7814	95	9	on	on	ADP
cblr-7814	95	10	those	those	DET
cblr-7814	95	11	assumptions	assumption	NOUN
cblr-7814	95	12	?	?	PUNCT
cblr-7814	96	1	what	what	PRON
cblr-7814	96	2	will	will	AUX
cblr-7814	96	3	be	be	AUX
cblr-7814	96	4	the	the	DET
cblr-7814	96	5	broader	broad	ADJ
cblr-7814	96	6	social	social	ADJ
cblr-7814	96	7	impact	impact	NOUN
cblr-7814	96	8	of	of	ADP
cblr-7814	96	9	relinquishing	relinquish	VERB
cblr-7814	96	10	decisions	decision	NOUN
cblr-7814	96	11	to	to	PART
cblr-7814	96	12	opaque	opaque	VERB
cblr-7814	96	13	algorithmic	algorithmic	ADJ
cblr-7814	96	14	arbiters	arbiter	NOUN
cblr-7814	96	15	coded	code	VERB
cblr-7814	96	16	by	by	ADP
cblr-7814	96	17	for	for	ADP
cblr-7814	96	18	-	-	PUNCT
cblr-7814	96	19	profit	profit	NOUN
cblr-7814	96	20	companies	company	NOUN
cblr-7814	96	21	?	?	PUNCT
cblr-7814	97	1	to	to	PART
cblr-7814	97	2	preserve	preserve	VERB
cblr-7814	97	3	individuals	individual	NOUN
cblr-7814	97	4	’	'	PUNCT
cblr-7814	97	5	normative	normative	ADJ
cblr-7814	97	6	rights	right	NOUN
cblr-7814	97	7	to	to	ADP
cblr-7814	97	8	autonomy	autonomy	NOUN
cblr-7814	97	9	,	,	PUNCT
cblr-7814	97	10	privacy	privacy	NOUN
cblr-7814	97	11	,	,	PUNCT
cblr-7814	97	12	and	and	CCONJ
cblr-7814	97	13	due	due	ADJ
cblr-7814	97	14	process	process	NOUN
cblr-7814	97	15	,	,	PUNCT
cblr-7814	97	16	we	we	PRON
cblr-7814	97	17	must	must	AUX
cblr-7814	97	18	regulate	regulate	VERB
cblr-7814	97	19	the	the	DET
cblr-7814	97	20	use	use	NOUN
cblr-7814	97	21	of	of	ADP
cblr-7814	97	22	personal	personal	ADJ
cblr-7814	97	23	and	and	CCONJ
cblr-7814	97	24	behavioral	behavioral	ADJ
cblr-7814	97	25	data	datum	NOUN
cblr-7814	97	26	to	to	PART
cblr-7814	97	27	develop	develop	VERB
cblr-7814	97	28	tools	tool	NOUN
cblr-7814	97	29	that	that	PRON
cblr-7814	97	30	may	may	AUX
cblr-7814	97	31	arbitrarily	arbitrarily	ADV
cblr-7814	97	32	and	and	CCONJ
cblr-7814	97	33	discriminatorily	discriminatorily	ADV
cblr-7814	97	34	reshape	reshape	VERB
cblr-7814	97	35	workers	worker	NOUN
cblr-7814	97	36	’	'	PUNCT
cblr-7814	97	37	lives	life	NOUN
cblr-7814	97	38	.	.	PUNCT
cblr-7814	98	1	this	this	DET
cblr-7814	98	2	note	note	NOUN
cblr-7814	98	3	argues	argue	VERB
cblr-7814	98	4	that	that	SCONJ
cblr-7814	98	5	employers	employer	NOUN
cblr-7814	98	6	’	’	PART
cblr-7814	98	7	unfettered	unfettered	ADJ
cblr-7814	98	8	use	use	NOUN
cblr-7814	98	9	of	of	ADP
cblr-7814	98	10	predictive	predictive	ADJ
cblr-7814	98	11	algorithms	algorithm	NOUN
cblr-7814	98	12	trained	train	VERB
cblr-7814	98	13	on	on	ADP
cblr-7814	98	14	behavioral	behavioral	ADJ
cblr-7814	98	15	data	datum	NOUN
cblr-7814	98	16	to	to	PART
cblr-7814	98	17	make	make	VERB
cblr-7814	98	18	inferences	inference	NOUN
cblr-7814	98	19	about	about	ADP
cblr-7814	98	20	individual	individual	ADJ
cblr-7814	98	21	employees	employee	NOUN
cblr-7814	98	22	represents	represent	VERB
cblr-7814	98	23	a	a	DET
cblr-7814	98	24	significant	significant	ADJ
cblr-7814	98	25	threat	threat	NOUN
cblr-7814	98	26	to	to	ADP
cblr-7814	98	27	employee	employee	NOUN
cblr-7814	98	28	autonomy	autonomy	NOUN
cblr-7814	98	29	.	.	PUNCT
cblr-7814	99	1	part	part	PROPN
cblr-7814	99	2	ii	ii	PROPN
cblr-7814	99	3	provides	provide	VERB
cblr-7814	99	4	a	a	DET
cblr-7814	99	5	brief	brief	ADJ
cblr-7814	99	6	overview	overview	NOUN
cblr-7814	99	7	of	of	ADP
cblr-7814	99	8	the	the	DET
cblr-7814	99	9	evolution	evolution	NOUN
cblr-7814	99	10	of	of	ADP
cblr-7814	99	11	scientific	scientific	ADJ
cblr-7814	99	12	management	management	NOUN
cblr-7814	99	13	in	in	ADP
cblr-7814	99	14	the	the	DET
cblr-7814	99	15	american	american	ADJ
cblr-7814	99	16	workplace	workplace	NOUN
cblr-7814	99	17	and	and	CCONJ
cblr-7814	99	18	the	the	DET
cblr-7814	99	19	emergence	emergence	NOUN
cblr-7814	99	20	of	of	ADP
cblr-7814	99	21	people	people	NOUN
cblr-7814	99	22	analytics	analytic	NOUN
cblr-7814	99	23	as	as	ADP
cblr-7814	99	24	a	a	DET
cblr-7814	99	25	foreseeable	foreseeable	ADJ
cblr-7814	99	26	outcome	outcome	NOUN
cblr-7814	99	27	of	of	ADP
cblr-7814	99	28	decades	decade	NOUN
cblr-7814	99	29	of	of	ADP
cblr-7814	99	30	research	research	NOUN
cblr-7814	99	31	into	into	ADP
cblr-7814	99	32	labor	labor	NOUN
cblr-7814	99	33	productivity	productivity	PROPN
cblr-7814	99	34	maximization	maximization	NOUN
cblr-7814	99	35	,	,	PUNCT
cblr-7814	99	36	behavioral	behavioral	ADJ
cblr-7814	99	37	psychology	psychology	NOUN
cblr-7814	99	38	,	,	PUNCT
cblr-7814	99	39	and	and	CCONJ
cblr-7814	99	40	data	datum	NOUN
cblr-7814	99	41	science	science	NOUN
cblr-7814	99	42	.	.	PUNCT
cblr-7814	100	1	part	part	NOUN
cblr-7814	100	2	iii	iii	NUM
cblr-7814	100	3	delves	delf	NOUN
cblr-7814	100	4	into	into	ADP
cblr-7814	100	5	the	the	DET
cblr-7814	100	6	application	application	NOUN
cblr-7814	100	7	of	of	ADP
cblr-7814	100	8	people	people	NOUN
cblr-7814	100	9	analytics	analytic	NOUN
cblr-7814	100	10	systems	system	NOUN
cblr-7814	100	11	to	to	PART
cblr-7814	100	12	highlight	highlight	VERB
cblr-7814	100	13	how	how	SCONJ
cblr-7814	100	14	employers	employer	NOUN
cblr-7814	100	15	increasingly	increasingly	ADV
cblr-7814	100	16	subject	subject	ADJ
cblr-7814	100	17	american	american	ADJ
cblr-7814	100	18	workers	worker	NOUN
cblr-7814	100	19	to	to	ADP
cblr-7814	100	20	statistical	statistical	ADJ
cblr-7814	100	21	profiling	profiling	NOUN
cblr-7814	100	22	in	in	ADP
cblr-7814	100	23	a	a	DET
cblr-7814	100	24	manner	manner	NOUN
cblr-7814	100	25	that	that	PRON
cblr-7814	100	26	is	be	AUX
cblr-7814	100	27	uniquely	uniquely	ADV
cblr-7814	100	28	intrusive	intrusive	ADJ
cblr-7814	100	29	,	,	PUNCT
cblr-7814	100	30	non	non	ADJ
cblr-7814	100	31	-	-	ADJ
cblr-7814	100	32	transparent	transparent	ADJ
cblr-7814	100	33	,	,	PUNCT
cblr-7814	100	34	and	and	CCONJ
cblr-7814	100	35	arbitrary	arbitrary	ADJ
cblr-7814	100	36	.	.	PUNCT
cblr-7814	101	1	part	part	NOUN
cblr-7814	101	2	iv	iv	NUM
cblr-7814	101	3	discusses	discuss	VERB
cblr-7814	101	4	the	the	DET
cblr-7814	101	5	ways	way	NOUN
cblr-7814	101	6	in	in	ADP
cblr-7814	101	7	which	which	PRON
cblr-7814	101	8	people	people	NOUN
cblr-7814	101	9	analytics	analytic	NOUN
cblr-7814	101	10	may	may	AUX
cblr-7814	101	11	hasten	hasten	VERB
cblr-7814	101	12	the	the	DET
cblr-7814	101	13	erosion	erosion	NOUN
cblr-7814	101	14	of	of	ADP
cblr-7814	101	15	employees	employee	NOUN
cblr-7814	101	16	’	’	PART
cblr-7814	101	17	normative	normative	ADJ
cblr-7814	101	18	rights	right	NOUN
cblr-7814	101	19	in	in	ADP
cblr-7814	101	20	the	the	DET
cblr-7814	101	21	workplace	workplace	NOUN
cblr-7814	101	22	and	and	CCONJ
cblr-7814	101	23	the	the	DET
cblr-7814	101	24	insufficiency	insufficiency	NOUN
cblr-7814	101	25	of	of	ADP
cblr-7814	101	26	existing	exist	VERB
cblr-7814	101	27	regulatory	regulatory	ADJ
cblr-7814	101	28	and	and	CCONJ
cblr-7814	101	29	common	common	ADJ
cblr-7814	101	30	law	law	NOUN
cblr-7814	101	31	mechanisms	mechanism	NOUN
cblr-7814	101	32	to	to	PART
cblr-7814	101	33	protect	protect	VERB
cblr-7814	101	34	employees	employee	NOUN
cblr-7814	101	35	from	from	ADP
cblr-7814	101	36	potentially	potentially	ADV
cblr-7814	101	37	arbitrary	arbitrary	ADJ
cblr-7814	101	38	or	or	CCONJ
cblr-7814	101	39	discriminatory	discriminatory	ADJ
cblr-7814	101	40	decisionmaking	decisionmaking	NOUN
cblr-7814	101	41	based	base	VERB
cblr-7814	101	42	on	on	ADP
cblr-7814	101	43	algorithmic	algorithmic	ADJ
cblr-7814	101	44	profiling	profiling	NOUN
cblr-7814	101	45	.	.	PUNCT
cblr-7814	102	1	finally	finally	ADV
cblr-7814	102	2	,	,	PUNCT
cblr-7814	102	3	part	part	NOUN
cblr-7814	102	4	v	v	NOUN
cblr-7814	102	5	reviews	review	VERB
cblr-7814	102	6	some	some	DET
cblr-7814	102	7	proposed	propose	VERB
cblr-7814	102	8	solutions	solution	NOUN
cblr-7814	102	9	,	,	PUNCT
cblr-7814	102	10	emphasizing	emphasize	VERB
cblr-7814	102	11	the	the	DET
cblr-7814	102	12	importance	importance	NOUN
cblr-7814	102	13	of	of	ADP
cblr-7814	102	14	employee	employee	NOUN
cblr-7814	102	15	voice	voice	NOUN
cblr-7814	102	16	and	and	CCONJ
cblr-7814	102	17	the	the	DET
cblr-7814	102	18	need	need	NOUN
cblr-7814	102	19	for	for	ADP
cblr-7814	102	20	proactive	proactive	ADJ
cblr-7814	102	21	regulations	regulation	NOUN
cblr-7814	102	22	to	to	PART
cblr-7814	102	23	enforce	enforce	VERB
cblr-7814	102	24	transparency	transparency	NOUN
cblr-7814	102	25	and	and	CCONJ
cblr-7814	102	26	preserve	preserve	VERB
cblr-7814	102	27	individuals	individual	NOUN
cblr-7814	102	28	’	’	PART
cblr-7814	102	29	dignity	dignity	NOUN
cblr-7814	102	30	and	and	CCONJ
cblr-7814	102	31	autonomy	autonomy	NOUN
cblr-7814	102	32	in	in	ADP
cblr-7814	102	33	the	the	DET
cblr-7814	102	34	workplace	workplace	NOUN
cblr-7814	102	35	.	.	PUNCT
cblr-7814	103	1	30	30	NUM
cblr-7814	103	2	see	see	VERB
cblr-7814	103	3	supra	supra	PROPN
cblr-7814	103	4	note	note	PROPN
cblr-7814	103	5	7	7	NUM
cblr-7814	103	6	,	,	PUNCT
cblr-7814	103	7	at	at	ADP
cblr-7814	103	8	20–21	20–21	NUM
cblr-7814	103	9	.	.	PUNCT
cblr-7814	104	1	pedersen	pedersen	PROPN
cblr-7814	104	2	(	(	PUNCT
cblr-7814	104	3	note	note	NOUN
cblr-7814	104	4	)	)	PUNCT
cblr-7814	104	5	1/15/2021	1/15/2021	NUM
cblr-7814	104	6	5:01	5:01	NUM
cblr-7814	104	7	pm	pm	PROPN
cblr-7814	104	8	1130	1130	NUM
cblr-7814	104	9	columbia	columbia	PROPN
cblr-7814	104	10	business	business	NOUN
cblr-7814	104	11	law	law	PROPN
cblr-7814	104	12	review	review	NOUN
cblr-7814	104	13	[	[	X
cblr-7814	104	14	vol	vol	NOUN
cblr-7814	104	15	.	.	PUNCT
cblr-7814	104	16	2020	2020	NUM
cblr-7814	104	17	ii	ii	PROPN
cblr-7814	104	18	.	.	PUNCT
cblr-7814	105	1	people	people	NOUN
cblr-7814	105	2	analytics	analytic	NOUN
cblr-7814	105	3	:	:	PUNCT
cblr-7814	105	4	scientific	scientific	ADJ
cblr-7814	105	5	management	management	NOUN
cblr-7814	105	6	for	for	ADP
cblr-7814	105	7	the	the	DET
cblr-7814	105	8	digital	digital	ADJ
cblr-7814	105	9	age	age	NOUN
cblr-7814	105	10	people	people	NOUN
cblr-7814	105	11	analytics	analytic	NOUN
cblr-7814	105	12	is	be	AUX
cblr-7814	105	13	essentially	essentially	ADV
cblr-7814	105	14	the	the	DET
cblr-7814	105	15	modern	modern	ADJ
cblr-7814	105	16	incarnation	incarnation	NOUN
cblr-7814	105	17	of	of	ADP
cblr-7814	105	18	data	data	NOUN
cblr-7814	105	19	-	-	PUNCT
cblr-7814	105	20	based	base	VERB
cblr-7814	105	21	employee	employee	NOUN
cblr-7814	105	22	productivity	productivity	NOUN
cblr-7814	105	23	maximization.31	maximization.31	NOUN
cblr-7814	105	24	given	give	VERB
cblr-7814	105	25	the	the	DET
cblr-7814	105	26	united	united	PROPN
cblr-7814	105	27	states	states	PROPN
cblr-7814	105	28	’s	’s	PART
cblr-7814	105	29	history	history	NOUN
cblr-7814	105	30	of	of	ADP
cblr-7814	105	31	managerial	managerial	ADJ
cblr-7814	105	32	paternalism	paternalism	NOUN
cblr-7814	105	33	,	,	PUNCT
cblr-7814	105	34	it	it	PRON
cblr-7814	105	35	is	be	AUX
cblr-7814	105	36	no	no	DET
cblr-7814	105	37	surprise	surprise	NOUN
cblr-7814	105	38	that	that	SCONJ
cblr-7814	105	39	the	the	DET
cblr-7814	105	40	development	development	NOUN
cblr-7814	105	41	of	of	ADP
cblr-7814	105	42	analytical	analytical	ADJ
cblr-7814	105	43	methods	method	NOUN
cblr-7814	105	44	for	for	ADP
cblr-7814	105	45	big	big	ADJ
cblr-7814	105	46	data	datum	NOUN
cblr-7814	105	47	has	have	AUX
cblr-7814	105	48	resulted	result	VERB
cblr-7814	105	49	in	in	ADP
cblr-7814	105	50	the	the	DET
cblr-7814	105	51	emergence	emergence	NOUN
cblr-7814	105	52	of	of	ADP
cblr-7814	105	53	a	a	DET
cblr-7814	105	54	new	new	ADJ
cblr-7814	105	55	brand	brand	NOUN
cblr-7814	105	56	of	of	ADP
cblr-7814	105	57	workforce	workforce	PROPN
cblr-7814	105	58	science	science	NOUN
cblr-7814	105	59	fueled	fuel	VERB
cblr-7814	105	60	by	by	ADP
cblr-7814	105	61	digital	digital	ADJ
cblr-7814	105	62	technologies	technology	NOUN
cblr-7814	105	63	and	and	CCONJ
cblr-7814	105	64	surveillance	surveillance	NOUN
cblr-7814	105	65	of	of	ADP
cblr-7814	105	66	workers	worker	NOUN
cblr-7814	105	67	.	.	PUNCT
cblr-7814	106	1	a.	a.	PROPN
cblr-7814	106	2	managerial	managerial	ADJ
cblr-7814	106	3	paternalism	paternalism	PROPN
cblr-7814	106	4	and	and	CCONJ
cblr-7814	106	5	historical	historical	ADJ
cblr-7814	106	6	efforts	effort	NOUN
cblr-7814	106	7	to	to	PART
cblr-7814	106	8	maximize	maximize	VERB
cblr-7814	106	9	labor	labor	NOUN
cblr-7814	106	10	productivity	productivity	NOUN
cblr-7814	106	11	managers	manager	NOUN
cblr-7814	106	12	have	have	AUX
cblr-7814	106	13	long	long	ADV
cblr-7814	106	14	viewed	view	VERB
cblr-7814	106	15	a	a	DET
cblr-7814	106	16	company	company	NOUN
cblr-7814	106	17	’s	’s	PART
cblr-7814	106	18	ability	ability	NOUN
cblr-7814	106	19	to	to	PART
cblr-7814	106	20	understand	understand	VERB
cblr-7814	106	21	and	and	CCONJ
cblr-7814	106	22	incentivize	incentivize	VERB
cblr-7814	106	23	effectively	effectively	ADV
cblr-7814	106	24	its	its	PRON
cblr-7814	106	25	workforce	workforce	NOUN
cblr-7814	106	26	as	as	ADP
cblr-7814	106	27	a	a	DET
cblr-7814	106	28	key	key	ADJ
cblr-7814	106	29	driver	driver	NOUN
cblr-7814	106	30	of	of	ADP
cblr-7814	106	31	success	success	NOUN
cblr-7814	106	32	.	.	PUNCT
cblr-7814	107	1	early	early	ADJ
cblr-7814	107	2	industrial	industrial	ADJ
cblr-7814	107	3	management	management	NOUN
cblr-7814	107	4	techniques	technique	NOUN
cblr-7814	107	5	reflected	reflect	VERB
cblr-7814	107	6	an	an	DET
cblr-7814	107	7	understanding	understanding	NOUN
cblr-7814	107	8	of	of	ADP
cblr-7814	107	9	workers	worker	NOUN
cblr-7814	107	10	’	'	PUNCT
cblr-7814	107	11	as	as	ADP
cblr-7814	107	12	individuals	individual	NOUN
cblr-7814	107	13	in	in	ADP
cblr-7814	107	14	a	a	DET
cblr-7814	107	15	social	social	ADJ
cblr-7814	107	16	environment	environment	NOUN
cblr-7814	107	17	,	,	PUNCT
cblr-7814	107	18	not	not	PART
cblr-7814	107	19	simply	simply	ADV
cblr-7814	107	20	as	as	SCONJ
cblr-7814	107	21	inputs	input	NOUN
cblr-7814	107	22	in	in	ADP
cblr-7814	107	23	the	the	DET
cblr-7814	107	24	production	production	NOUN
cblr-7814	107	25	process.32	process.32	NOUN
cblr-7814	107	26	the	the	DET
cblr-7814	107	27	scope	scope	NOUN
cblr-7814	107	28	of	of	ADP
cblr-7814	107	29	managerial	managerial	ADJ
cblr-7814	107	30	intervention	intervention	NOUN
cblr-7814	107	31	for	for	ADP
cblr-7814	107	32	the	the	DET
cblr-7814	107	33	sake	sake	NOUN
cblr-7814	107	34	of	of	ADP
cblr-7814	107	35	labor	labor	NOUN
cblr-7814	107	36	productivity	productivity	NOUN
cblr-7814	107	37	covered	cover	VERB
cblr-7814	107	38	workers	worker	NOUN
cblr-7814	107	39	professional	professional	ADJ
cblr-7814	107	40	and	and	CCONJ
cblr-7814	107	41	personal	personal	ADJ
cblr-7814	107	42	activities	activity	NOUN
cblr-7814	107	43	.	.	PUNCT
cblr-7814	108	1	company	company	NOUN
cblr-7814	108	2	town	town	NOUN
cblr-7814	108	3	bosses	boss	NOUN
cblr-7814	108	4	“	"	PUNCT
cblr-7814	108	5	used	use	VERB
cblr-7814	108	6	their	their	PRON
cblr-7814	108	7	power	power	NOUN
cblr-7814	108	8	as	as	ADP
cblr-7814	108	9	owners	owner	NOUN
cblr-7814	108	10	of	of	ADP
cblr-7814	108	11	the	the	DET
cblr-7814	108	12	village	village	NOUN
cblr-7814	108	13	to	to	PART
cblr-7814	108	14	control	control	VERB
cblr-7814	108	15	their	their	PRON
cblr-7814	108	16	employees	employee	NOUN
cblr-7814	108	17	”	"	PUNCT
cblr-7814	108	18	outside	outside	ADP
cblr-7814	108	19	of	of	ADP
cblr-7814	108	20	the	the	DET
cblr-7814	108	21	workplace.33	workplace.33	NOUN
cblr-7814	108	22	workers	worker	NOUN
cblr-7814	108	23	were	be	AUX
cblr-7814	108	24	disciplined	discipline	VERB
cblr-7814	108	25	for	for	ADP
cblr-7814	108	26	trivialities	triviality	NOUN
cblr-7814	108	27	such	such	ADJ
cblr-7814	108	28	as	as	ADP
cblr-7814	108	29	“	"	PUNCT
cblr-7814	108	30	failing	fail	VERB
cblr-7814	108	31	to	to	PART
cblr-7814	108	32	maintain	maintain	VERB
cblr-7814	108	33	their	their	PRON
cblr-7814	108	34	homes	home	NOUN
cblr-7814	108	35	and	and	CCONJ
cblr-7814	108	36	yards	yard	NOUN
cblr-7814	108	37	in	in	ADP
cblr-7814	108	38	good	good	ADJ
cblr-7814	108	39	condition	condition	NOUN
cblr-7814	108	40	.	.	PUNCT
cblr-7814	109	1	”34	”34	PROPN
cblr-7814	109	2	henry	henry	PROPN
cblr-7814	109	3	ford	ford	PROPN
cblr-7814	109	4	’s	’s	PART
cblr-7814	109	5	sociological	sociological	ADJ
cblr-7814	109	6	department	department	NOUN
cblr-7814	109	7	investigated	investigate	VERB
cblr-7814	109	8	and	and	CCONJ
cblr-7814	109	9	managed	manage	VERB
cblr-7814	109	10	employees	employee	NOUN
cblr-7814	109	11	’	’	PART
cblr-7814	109	12	private	private	ADJ
cblr-7814	109	13	lifestyles	lifestyle	NOUN
cblr-7814	109	14	,	,	PUNCT
cblr-7814	109	15	31	31	NUM
cblr-7814	109	16	this	this	DET
cblr-7814	109	17	note	note	NOUN
cblr-7814	109	18	focuses	focus	VERB
cblr-7814	109	19	on	on	ADP
cblr-7814	109	20	the	the	DET
cblr-7814	109	21	types	type	NOUN
cblr-7814	109	22	of	of	ADP
cblr-7814	109	23	people	people	NOUN
cblr-7814	109	24	analytics	analytic	NOUN
cblr-7814	109	25	services	service	NOUN
cblr-7814	109	26	that	that	PRON
cblr-7814	109	27	employ	employ	VERB
cblr-7814	109	28	algorithms	algorithm	NOUN
cblr-7814	109	29	to	to	PART
cblr-7814	109	30	provide	provide	VERB
cblr-7814	109	31	predictive	predictive	ADJ
cblr-7814	109	32	and	and	CCONJ
cblr-7814	109	33	prescriptive	prescriptive	ADJ
cblr-7814	109	34	outputs	output	NOUN
cblr-7814	109	35	designed	design	VERB
cblr-7814	109	36	to	to	PART
cblr-7814	109	37	guide	guide	VERB
cblr-7814	109	38	or	or	CCONJ
cblr-7814	109	39	control	control	VERB
cblr-7814	109	40	an	an	DET
cblr-7814	109	41	end	end	NOUN
cblr-7814	109	42	user	user	NOUN
cblr-7814	109	43	’s	’s	PART
cblr-7814	109	44	decisions	decision	NOUN
cblr-7814	109	45	.	.	PUNCT
cblr-7814	110	1	however	however	ADV
cblr-7814	110	2	,	,	PUNCT
cblr-7814	110	3	the	the	DET
cblr-7814	110	4	term	term	NOUN
cblr-7814	110	5	people	people	NOUN
cblr-7814	110	6	analytics	analytic	NOUN
cblr-7814	110	7	may	may	AUX
cblr-7814	110	8	also	also	ADV
cblr-7814	110	9	describe	describe	VERB
cblr-7814	110	10	technologies	technology	NOUN
cblr-7814	110	11	which	which	PRON
cblr-7814	110	12	offer	offer	VERB
cblr-7814	110	13	purely	purely	ADV
cblr-7814	110	14	descriptive	descriptive	ADJ
cblr-7814	110	15	visualizations	visualization	NOUN
cblr-7814	110	16	of	of	ADP
cblr-7814	110	17	business	business	NOUN
cblr-7814	110	18	metrics	metric	NOUN
cblr-7814	110	19	in	in	ADP
cblr-7814	110	20	real	real	ADJ
cblr-7814	110	21	time	time	NOUN
cblr-7814	110	22	,	,	PUNCT
cblr-7814	110	23	relying	rely	VERB
cblr-7814	110	24	on	on	ADP
cblr-7814	110	25	humans	human	NOUN
cblr-7814	110	26	to	to	PART
cblr-7814	110	27	analyze	analyze	VERB
cblr-7814	110	28	and	and	CCONJ
cblr-7814	110	29	manipulate	manipulate	VERB
cblr-7814	110	30	these	these	DET
cblr-7814	110	31	data	datum	NOUN
cblr-7814	110	32	.	.	PUNCT
cblr-7814	111	1	those	those	DET
cblr-7814	111	2	non	non	ADJ
cblr-7814	111	3	-	-	ADJ
cblr-7814	111	4	predictive	predictive	ADJ
cblr-7814	111	5	algorithms	algorithm	NOUN
cblr-7814	111	6	are	be	AUX
cblr-7814	111	7	outside	outside	ADP
cblr-7814	111	8	the	the	DET
cblr-7814	111	9	scope	scope	NOUN
cblr-7814	111	10	of	of	ADP
cblr-7814	111	11	this	this	DET
cblr-7814	111	12	note	note	NOUN
cblr-7814	111	13	.	.	PUNCT
cblr-7814	112	1	32	32	NUM
cblr-7814	112	2	see	see	VERB
cblr-7814	112	3	i	i	PRON
cblr-7814	112	4	d.	d.	PROPN
cblr-7814	112	5	33	33	NUM
cblr-7814	112	6	see	see	VERB
cblr-7814	112	7	m.	m.	PROPN
cblr-7814	112	8	todd	todd	PROPN
cblr-7814	112	9	henderson	henderson	PROPN
cblr-7814	112	10	,	,	PUNCT
cblr-7814	112	11	the	the	DET
cblr-7814	112	12	nanny	nanny	NOUN
cblr-7814	112	13	corporation	corporation	NOUN
cblr-7814	112	14	,	,	PUNCT
cblr-7814	112	15	76	76	NUM
cblr-7814	112	16	u.	u.	PROPN
cblr-7814	112	17	chi	chi	PROPN
cblr-7814	112	18	.	.	PUNCT
cblr-7814	113	1	l.	l.	PROPN
cblr-7814	113	2	rev	rev	PROPN
cblr-7814	113	3	.	.	PROPN
cblr-7814	113	4	1517	1517	NUM
cblr-7814	113	5	,	,	PUNCT
cblr-7814	113	6	1536	1536	NUM
cblr-7814	113	7	(	(	PUNCT
cblr-7814	113	8	2009	2009	NUM
cblr-7814	113	9	)	)	PUNCT
cblr-7814	113	10	(	(	PUNCT
cblr-7814	113	11	internal	internal	ADJ
cblr-7814	113	12	quotation	quotation	NOUN
cblr-7814	113	13	marks	mark	NOUN
cblr-7814	113	14	omitted	omit	VERB
cblr-7814	113	15	)	)	PUNCT
cblr-7814	113	16	(	(	PUNCT
cblr-7814	113	17	quoting	quote	VERB
cblr-7814	113	18	margaret	margaret	PROPN
cblr-7814	113	19	crawford	crawford	PROPN
cblr-7814	113	20	,	,	PUNCT
cblr-7814	113	21	earle	earle	PROPN
cblr-7814	113	22	s.	s.	PROPN
cblr-7814	113	23	draper	draper	PROPN
cblr-7814	113	24	and	and	CCONJ
cblr-7814	113	25	the	the	DET
cblr-7814	113	26	company	company	NOUN
cblr-7814	113	27	town	town	NOUN
cblr-7814	113	28	in	in	ADP
cblr-7814	113	29	the	the	DET
cblr-7814	113	30	american	american	PROPN
cblr-7814	113	31	south	south	PROPN
cblr-7814	113	32	,	,	PUNCT
cblr-7814	113	33	in	in	ADP
cblr-7814	113	34	the	the	DET
cblr-7814	113	35	company	company	NOUN
cblr-7814	113	36	town	town	NOUN
cblr-7814	113	37	:	:	PUNCT
cblr-7814	113	38	architecture	architecture	NOUN
cblr-7814	113	39	and	and	CCONJ
cblr-7814	113	40	society	society	NOUN
cblr-7814	113	41	in	in	ADP
cblr-7814	113	42	the	the	DET
cblr-7814	113	43	early	early	ADJ
cblr-7814	113	44	industrial	industrial	ADJ
cblr-7814	113	45	age	age	NOUN
cblr-7814	113	46	139	139	NUM
cblr-7814	113	47	,	,	PUNCT
cblr-7814	113	48	144	144	NUM
cblr-7814	113	49	(	(	PUNCT
cblr-7814	113	50	john	john	PROPN
cblr-7814	113	51	s.	s.	PROPN
cblr-7814	113	52	garner	garner	PROPN
cblr-7814	113	53	ed	ed	PROPN
cblr-7814	113	54	.	.	PROPN
cblr-7814	113	55	1992	1992	NUM
cblr-7814	113	56	)	)	PUNCT
cblr-7814	113	57	)	)	PUNCT
cblr-7814	113	58	.	.	PUNCT
cblr-7814	114	1	34	34	NUM
cblr-7814	114	2	see	see	VERB
cblr-7814	114	3	henderson	henderson	PROPN
cblr-7814	114	4	,	,	PUNCT
cblr-7814	114	5	supra	supra	PROPN
cblr-7814	114	6	note	note	PROPN
cblr-7814	114	7	33	33	NUM
cblr-7814	114	8	,	,	PUNCT
cblr-7814	114	9	at	at	ADP
cblr-7814	114	10	1537	1537	NUM
cblr-7814	114	11	.	.	PUNCT
cblr-7814	115	1	pedersen	pedersen	NOUN
cblr-7814	115	2	(	(	PUNCT
cblr-7814	115	3	note	note	NOUN
cblr-7814	115	4	)	)	PUNCT
cblr-7814	115	5	1/15/2021	1/15/2021	NUM
cblr-7814	115	6	5:01	5:01	NUM
cblr-7814	115	7	pm	pm	NOUN
cblr-7814	115	8	no	no	INTJ
cblr-7814	115	9	.	.	PUNCT
cblr-7814	116	1	3:1122	3:1122	NUM
cblr-7814	116	2	]	]	X
cblr-7814	116	3	people	people	NOUN
cblr-7814	116	4	analytics	analytic	NOUN
cblr-7814	116	5	and	and	CCONJ
cblr-7814	116	6	individual	individual	ADJ
cblr-7814	116	7	autonomy	autonomy	NOUN
cblr-7814	116	8	1131	1131	NUM
cblr-7814	116	9	including	include	VERB
cblr-7814	116	10	their	their	PRON
cblr-7814	116	11	health	health	NOUN
cblr-7814	116	12	and	and	CCONJ
cblr-7814	116	13	personal	personal	ADJ
cblr-7814	116	14	vices	vice	NOUN
cblr-7814	116	15	,	,	PUNCT
cblr-7814	116	16	to	to	PART
cblr-7814	116	17	enhance	enhance	VERB
cblr-7814	116	18	employee	employee	NOUN
cblr-7814	116	19	productivity.35	productivity.35	NOUN
cblr-7814	116	20	managers	manager	NOUN
cblr-7814	116	21	could	could	AUX
cblr-7814	116	22	and	and	CCONJ
cblr-7814	116	23	did	do	AUX
cblr-7814	116	24	monitor	monitor	VERB
cblr-7814	116	25	workers	worker	NOUN
cblr-7814	116	26	to	to	ADP
cblr-7814	116	27	police	police	NOUN
cblr-7814	116	28	perceived	perceive	VERB
cblr-7814	116	29	moral	moral	ADJ
cblr-7814	116	30	failings	failing	NOUN
cblr-7814	116	31	,	,	PUNCT
cblr-7814	116	32	despite	despite	SCONJ
cblr-7814	116	33	the	the	DET
cblr-7814	116	34	dubious	dubious	ADJ
cblr-7814	116	35	connections	connection	NOUN
cblr-7814	116	36	between	between	ADP
cblr-7814	116	37	such	such	ADJ
cblr-7814	116	38	oversight	oversight	NOUN
cblr-7814	116	39	and	and	CCONJ
cblr-7814	116	40	organizational	organizational	ADJ
cblr-7814	116	41	efficiency.36	efficiency.36	NOUN
cblr-7814	116	42	around	around	ADP
cblr-7814	116	43	the	the	DET
cblr-7814	116	44	turn	turn	NOUN
cblr-7814	116	45	of	of	ADP
cblr-7814	116	46	the	the	DET
cblr-7814	116	47	twentieth	twentieth	ADJ
cblr-7814	116	48	century	century	NOUN
cblr-7814	116	49	,	,	PUNCT
cblr-7814	116	50	as	as	SCONJ
cblr-7814	116	51	industrial	industrial	ADJ
cblr-7814	116	52	operations	operation	NOUN
cblr-7814	116	53	grew	grow	VERB
cblr-7814	116	54	rapidly	rapidly	ADV
cblr-7814	116	55	in	in	ADP
cblr-7814	116	56	both	both	DET
cblr-7814	116	57	scale	scale	NOUN
cblr-7814	116	58	and	and	CCONJ
cblr-7814	116	59	complexity	complexity	NOUN
cblr-7814	116	60	,	,	PUNCT
cblr-7814	116	61	taylorism	taylorism	NOUN
cblr-7814	116	62	emerged	emerge	VERB
cblr-7814	116	63	,	,	PUNCT
cblr-7814	116	64	promoting	promote	VERB
cblr-7814	116	65	labor	labor	NOUN
cblr-7814	116	66	productivity	productivity	NOUN
cblr-7814	116	67	maximization	maximization	NOUN
cblr-7814	116	68	through	through	ADP
cblr-7814	116	69	meticulous	meticulous	ADJ
cblr-7814	116	70	recording	recording	NOUN
cblr-7814	116	71	,	,	PUNCT
cblr-7814	116	72	analyzing	analyzing	NOUN
cblr-7814	116	73	,	,	PUNCT
cblr-7814	116	74	and	and	CCONJ
cblr-7814	116	75	recalibrating	recalibrate	VERB
cblr-7814	116	76	of	of	ADP
cblr-7814	116	77	workers	worker	NOUN
cblr-7814	116	78	’	'	PUNCT
cblr-7814	116	79	actions.37	actions.37	PROPN
cblr-7814	116	80	at	at	ADP
cblr-7814	116	81	the	the	DET
cblr-7814	116	82	root	root	NOUN
cblr-7814	116	83	of	of	ADP
cblr-7814	116	84	this	this	DET
cblr-7814	116	85	strategy	strategy	NOUN
cblr-7814	116	86	was	be	AUX
cblr-7814	116	87	the	the	DET
cblr-7814	116	88	novel	novel	ADJ
cblr-7814	116	89	concept	concept	NOUN
cblr-7814	116	90	of	of	ADP
cblr-7814	116	91	“	"	PUNCT
cblr-7814	116	92	scientific	scientific	ADJ
cblr-7814	116	93	management	management	NOUN
cblr-7814	116	94	,	,	PUNCT
cblr-7814	116	95	”	"	PUNCT
cblr-7814	116	96	which	which	PRON
cblr-7814	116	97	involved	involve	VERB
cblr-7814	116	98	“	"	PUNCT
cblr-7814	116	99	breaking	break	VERB
cblr-7814	116	100	down	down	ADP
cblr-7814	116	101	workplace	workplace	NOUN
cblr-7814	116	102	tasks	task	NOUN
cblr-7814	116	103	into	into	ADP
cblr-7814	116	104	their	their	PRON
cblr-7814	116	105	smallest	small	ADJ
cblr-7814	116	106	possible	possible	ADJ
cblr-7814	116	107	units	unit	NOUN
cblr-7814	116	108	and	and	CCONJ
cblr-7814	116	109	then	then	ADV
cblr-7814	116	110	creating	create	VERB
cblr-7814	116	111	rigorous	rigorous	ADJ
cblr-7814	116	112	protocols	protocol	NOUN
cblr-7814	116	113	for	for	SCONJ
cblr-7814	116	114	these	these	DET
cblr-7814	116	115	task	task	NOUN
cblr-7814	116	116	units	unit	NOUN
cblr-7814	116	117	to	to	PART
cblr-7814	116	118	maximize	maximize	VERB
cblr-7814	116	119	efficiency	efficiency	NOUN
cblr-7814	116	120	.	.	PUNCT
cblr-7814	117	1	”38	”38	NOUN
cblr-7814	117	2	employees	employee	NOUN
cblr-7814	117	3	in	in	ADP
cblr-7814	117	4	this	this	DET
cblr-7814	117	5	era	era	NOUN
cblr-7814	117	6	became	become	VERB
cblr-7814	117	7	“	"	PUNCT
cblr-7814	117	8	components	component	NOUN
cblr-7814	117	9	to	to	PART
cblr-7814	117	10	be	be	AUX
cblr-7814	117	11	stratified	stratify	VERB
cblr-7814	117	12	,	,	PUNCT
cblr-7814	117	13	incentivised	incentivise	VERB
cblr-7814	117	14	,	,	PUNCT
cblr-7814	117	15	deployed	deploy	VERB
cblr-7814	117	16	and	and	CCONJ
cblr-7814	117	17	shed	shed	VERB
cblr-7814	117	18	for	for	ADP
cblr-7814	117	19	maximum	maximum	ADJ
cblr-7814	117	20	effectiveness	effectiveness	NOUN
cblr-7814	117	21	.	.	PUNCT
cblr-7814	117	22	”39	”39	PROPN
cblr-7814	118	1	yet	yet	ADV
cblr-7814	118	2	,	,	PUNCT
cblr-7814	118	3	as	as	SCONJ
cblr-7814	118	4	one	one	NUM
cblr-7814	118	5	article	article	NOUN
cblr-7814	118	6	points	point	VERB
cblr-7814	118	7	out	out	ADP
cblr-7814	118	8	,	,	PUNCT
cblr-7814	118	9	taylorism	taylorism	NOUN
cblr-7814	118	10	’s	’s	PART
cblr-7814	118	11	“	"	PUNCT
cblr-7814	118	12	failure	failure	NOUN
cblr-7814	118	13	to	to	PART
cblr-7814	118	14	recognize	recognize	VERB
cblr-7814	118	15	the	the	DET
cblr-7814	118	16	importance	importance	NOUN
cblr-7814	118	17	of	of	ADP
cblr-7814	118	18	the	the	DET
cblr-7814	118	19	individual	individual	ADJ
cblr-7814	118	20	worker	worker	NOUN
cblr-7814	118	21	”	"	PUNCT
cblr-7814	118	22	led	lead	VERB
cblr-7814	118	23	to	to	ADP
cblr-7814	118	24	a	a	DET
cblr-7814	118	25	reaction	reaction	NOUN
cblr-7814	118	26	placing	place	VERB
cblr-7814	118	27	greater	great	ADJ
cblr-7814	118	28	weight	weight	NOUN
cblr-7814	118	29	on	on	ADP
cblr-7814	118	30	“	"	PUNCT
cblr-7814	118	31	the	the	DET
cblr-7814	118	32	needs	need	NOUN
cblr-7814	118	33	and	and	CCONJ
cblr-7814	118	34	wants	want	VERB
cblr-7814	118	35	”	"	PUNCT
cblr-7814	118	36	of	of	ADP
cblr-7814	118	37	employees.40	employees.40	NOUN
cblr-7814	118	38	ultimately	ultimately	ADV
cblr-7814	118	39	,	,	PUNCT
cblr-7814	118	40	new	new	ADJ
cblr-7814	118	41	personnel	personnel	NOUN
cblr-7814	118	42	management	management	NOUN
cblr-7814	118	43	strategies	strategy	NOUN
cblr-7814	118	44	ousted	oust	VERB
cblr-7814	118	45	taylorism	taylorism	NOUN
cblr-7814	118	46	and	and	CCONJ
cblr-7814	118	47	originated	originate	VERB
cblr-7814	118	48	the	the	DET
cblr-7814	118	49	field	field	NOUN
cblr-7814	118	50	of	of	ADP
cblr-7814	118	51	human	human	ADJ
cblr-7814	118	52	resources.41	resources.41	NOUN
cblr-7814	118	53	these	these	DET
cblr-7814	118	54	invasive	invasive	ADJ
cblr-7814	118	55	management	management	NOUN
cblr-7814	118	56	techniques	technique	NOUN
cblr-7814	118	57	also	also	ADV
cblr-7814	118	58	engendered	engender	VERB
cblr-7814	118	59	significant	significant	ADJ
cblr-7814	118	60	backlash	backlash	NOUN
cblr-7814	118	61	and	and	CCONJ
cblr-7814	118	62	anxiety	anxiety	NOUN
cblr-7814	118	63	within	within	ADP
cblr-7814	118	64	the	the	DET
cblr-7814	118	65	workforce	workforce	NOUN
cblr-7814	118	66	.	.	PUNCT
cblr-7814	119	1	the	the	DET
cblr-7814	119	2	workers	worker	NOUN
cblr-7814	119	3	’	'	PUNCT
cblr-7814	119	4	movement	movement	NOUN
cblr-7814	119	5	advocated	advocate	VERB
cblr-7814	119	6	for	for	ADP
cblr-7814	119	7	standardized	standardized	ADJ
cblr-7814	119	8	working	working	NOUN
cblr-7814	119	9	hours	hour	NOUN
cblr-7814	119	10	to	to	PART
cblr-7814	119	11	“	"	PUNCT
cblr-7814	119	12	safeguard	safeguard	VERB
cblr-7814	119	13	[	[	X
cblr-7814	119	14	]	]	X
cblr-7814	119	15	workers	worker	NOUN
cblr-7814	119	16	’	'	PUNCT
cblr-7814	119	17	non	non	ADJ
cblr-7814	119	18	-	-	ADJ
cblr-7814	119	19	work	work	ADJ
cblr-7814	119	20	time	time	NOUN
cblr-7814	119	21	from	from	ADP
cblr-7814	119	22	the	the	DET
cblr-7814	119	23	demands	demand	NOUN
cblr-7814	119	24	of	of	ADP
cblr-7814	119	25	employers	employer	NOUN
cblr-7814	119	26	”	"	PUNCT
cblr-7814	119	27	and	and	CCONJ
cblr-7814	119	28	“	"	PUNCT
cblr-7814	119	29	ensure	ensure	VERB
cblr-7814	119	30	that	that	SCONJ
cblr-7814	119	31	workers	worker	NOUN
cblr-7814	119	32	would	would	AUX
cblr-7814	119	33	have	have	VERB
cblr-7814	119	34	sufficient	sufficient	ADJ
cblr-7814	119	35	leisure	leisure	NOUN
cblr-7814	119	36	time	time	NOUN
cblr-7814	119	37	to	to	PART
cblr-7814	119	38	dedicate	dedicate	VERB
cblr-7814	119	39	to	to	ADP
cblr-7814	119	40	self	self	NOUN
cblr-7814	119	41	-	-	PUNCT
cblr-7814	119	42	development	development	NOUN
cblr-7814	119	43	and	and	CCONJ
cblr-7814	119	44	political	political	ADJ
cblr-7814	119	45	35	35	NUM
cblr-7814	119	46	see	see	NOUN
cblr-7814	119	47	bodie	bodie	PROPN
cblr-7814	119	48	et	et	PROPN
cblr-7814	119	49	al	al	PROPN
cblr-7814	119	50	.	.	PROPN
cblr-7814	119	51	,	,	PUNCT
cblr-7814	119	52	supra	supra	PROPN
cblr-7814	119	53	note	note	VERB
cblr-7814	119	54	37	37	NUM
cblr-7814	119	55	,	,	PUNCT
cblr-7814	119	56	at	at	ADP
cblr-7814	119	57	966	966	NUM
cblr-7814	119	58	.	.	PUNCT
cblr-7814	120	1	ford	ford	PROPN
cblr-7814	120	2	ultimately	ultimately	ADV
cblr-7814	120	3	disbanded	disband	VERB
cblr-7814	120	4	the	the	DET
cblr-7814	120	5	sociological	sociological	ADJ
cblr-7814	120	6	department	department	NOUN
cblr-7814	120	7	,	,	PUNCT
cblr-7814	120	8	in	in	ADP
cblr-7814	120	9	part	part	NOUN
cblr-7814	120	10	because	because	SCONJ
cblr-7814	120	11	he	he	PRON
cblr-7814	120	12	believed	believe	VERB
cblr-7814	120	13	“	"	PUNCT
cblr-7814	120	14	[	[	X
cblr-7814	120	15	w]elfare	w]elfare	ADP
cblr-7814	120	16	work	work	NOUN
cblr-7814	120	17	that	that	PRON
cblr-7814	120	18	consists	consist	VERB
cblr-7814	120	19	in	in	ADP
cblr-7814	120	20	prying	prying	NOUN
cblr-7814	120	21	into	into	ADP
cblr-7814	120	22	employees	employee	NOUN
cblr-7814	120	23	’	’	PART
cblr-7814	120	24	private	private	ADJ
cblr-7814	120	25	concerns	concern	NOUN
cblr-7814	120	26	is	be	AUX
cblr-7814	120	27	out	out	ADP
cblr-7814	120	28	of	of	ADP
cblr-7814	120	29	date	date	NOUN
cblr-7814	120	30	.	.	PUNCT
cblr-7814	120	31	”	"	PUNCT
cblr-7814	121	1	see	see	VERB
cblr-7814	121	2	i	i	PROPN
cblr-7814	121	3	d.	d.	PROPN
cblr-7814	121	4	(	(	PUNCT
cblr-7814	121	5	quoting	quote	VERB
cblr-7814	121	6	henry	henry	PROPN
cblr-7814	121	7	ford	ford	PROPN
cblr-7814	121	8	,	,	PUNCT
cblr-7814	121	9	my	my	PRON
cblr-7814	121	10	life	life	NOUN
cblr-7814	121	11	and	and	CCONJ
cblr-7814	121	12	work	work	VERB
cblr-7814	121	13	130	130	NUM
cblr-7814	121	14	(	(	PUNCT
cblr-7814	121	15	doubleday	doubleday	PROPN
cblr-7814	121	16	,	,	PUNCT
cblr-7814	121	17	page	page	NOUN
cblr-7814	121	18	&	&	CCONJ
cblr-7814	121	19	co.	co.	PROPN
cblr-7814	121	20	1922	1922	NUM
cblr-7814	121	21	)	)	PUNCT
cblr-7814	121	22	)	)	PUNCT
cblr-7814	121	23	.	.	PUNCT
cblr-7814	122	1	36	36	NUM
cblr-7814	122	2	see	see	VERB
cblr-7814	122	3	henderson	henderson	PROPN
cblr-7814	122	4	,	,	PUNCT
cblr-7814	122	5	supra	supra	PROPN
cblr-7814	122	6	note	note	PROPN
cblr-7814	122	7	33	33	NUM
cblr-7814	122	8	,	,	PUNCT
cblr-7814	122	9	at	at	ADP
cblr-7814	122	10	1537	1537	NUM
cblr-7814	122	11	.	.	PUNCT
cblr-7814	123	1	37	37	NUM
cblr-7814	123	2	see	see	VERB
cblr-7814	123	3	matthew	matthew	PROPN
cblr-7814	123	4	t.	t.	PROPN
cblr-7814	123	5	bodie	bodie	PROPN
cblr-7814	123	6	et	et	PROPN
cblr-7814	123	7	al	al	PROPN
cblr-7814	123	8	.	.	PROPN
cblr-7814	123	9	,	,	PUNCT
cblr-7814	123	10	the	the	DET
cblr-7814	123	11	law	law	NOUN
cblr-7814	123	12	and	and	CCONJ
cblr-7814	123	13	policy	policy	NOUN
cblr-7814	123	14	of	of	ADP
cblr-7814	123	15	people	people	NOUN
cblr-7814	123	16	analytics	analytic	NOUN
cblr-7814	123	17	,	,	PUNCT
cblr-7814	123	18	88	88	NUM
cblr-7814	123	19	u.	u.	PROPN
cblr-7814	123	20	colo	colo	PROPN
cblr-7814	123	21	.	.	PUNCT
cblr-7814	124	1	l.	l.	PROPN
cblr-7814	124	2	rev	rev	PROPN
cblr-7814	124	3	.	.	PROPN
cblr-7814	124	4	961	961	NUM
cblr-7814	124	5	,	,	PUNCT
cblr-7814	124	6	965	965	NUM
cblr-7814	124	7	(	(	PUNCT
cblr-7814	124	8	2017	2017	NUM
cblr-7814	124	9	)	)	PUNCT
cblr-7814	124	10	.	.	PUNCT
cblr-7814	125	1	38	38	NUM
cblr-7814	126	1	i	i	PRON
cblr-7814	126	2	d.	d.	PROPN
cblr-7814	126	3	39	39	NUM
cblr-7814	126	4	see	see	VERB
cblr-7814	126	5	tursunbayeva	tursunbayeva	PROPN
cblr-7814	126	6	et	et	PROPN
cblr-7814	126	7	al	al	PROPN
cblr-7814	126	8	.	.	PROPN
cblr-7814	126	9	,	,	PUNCT
cblr-7814	126	10	supra	supra	PROPN
cblr-7814	126	11	note	note	PROPN
cblr-7814	126	12	11	11	NUM
cblr-7814	126	13	,	,	PUNCT
cblr-7814	126	14	at	at	ADP
cblr-7814	126	15	224	224	NUM
cblr-7814	126	16	.	.	PUNCT
cblr-7814	127	1	40	40	NUM
cblr-7814	127	2	see	see	VERB
cblr-7814	127	3	bodie	bodie	PROPN
cblr-7814	127	4	et	et	PROPN
cblr-7814	127	5	al	al	PROPN
cblr-7814	127	6	.	.	PROPN
cblr-7814	127	7	,	,	PUNCT
cblr-7814	127	8	supra	supra	PROPN
cblr-7814	127	9	note	note	VERB
cblr-7814	127	10	37	37	NUM
cblr-7814	127	11	,	,	PUNCT
cblr-7814	127	12	at	at	ADP
cblr-7814	127	13	965–66	965–66	NUM
cblr-7814	127	14	.	.	PUNCT
cblr-7814	128	1	41	41	NUM
cblr-7814	128	2	see	see	VERB
cblr-7814	128	3	i	i	PRON
cblr-7814	128	4	d.	d.	PROPN
cblr-7814	128	5	at	at	ADP
cblr-7814	128	6	965	965	NUM
cblr-7814	128	7	.	.	PUNCT
cblr-7814	129	1	pedersen	pedersen	NOUN
cblr-7814	129	2	(	(	PUNCT
cblr-7814	129	3	note	note	NOUN
cblr-7814	129	4	)	)	PUNCT
cblr-7814	129	5	1/15/2021	1/15/2021	NUM
cblr-7814	129	6	5:01	5:01	NUM
cblr-7814	129	7	pm	pm	NOUN
cblr-7814	129	8	1132	1132	NUM
cblr-7814	129	9	columbia	columbia	PROPN
cblr-7814	129	10	business	business	NOUN
cblr-7814	129	11	law	law	PROPN
cblr-7814	129	12	review	review	NOUN
cblr-7814	129	13	[	[	X
cblr-7814	129	14	vol	vol	NOUN
cblr-7814	129	15	.	.	PUNCT
cblr-7814	129	16	2020	2020	NUM
cblr-7814	129	17	participation	participation	NOUN
cblr-7814	129	18	as	as	ADP
cblr-7814	129	19	citizens	citizen	NOUN
cblr-7814	129	20	.	.	PUNCT
cblr-7814	130	1	”42	”42	VERB
cblr-7814	130	2	as	as	ADP
cblr-7814	130	3	a	a	DET
cblr-7814	130	4	compromise	compromise	NOUN
cblr-7814	130	5	,	,	PUNCT
cblr-7814	130	6	both	both	CCONJ
cblr-7814	130	7	the	the	DET
cblr-7814	130	8	fair	fair	ADJ
cblr-7814	130	9	labor	labor	NOUN
cblr-7814	130	10	standards	standard	NOUN
cblr-7814	130	11	act	act	NOUN
cblr-7814	130	12	of	of	ADP
cblr-7814	130	13	1938	1938	NUM
cblr-7814	130	14	(	(	PUNCT
cblr-7814	130	15	flsa	flsa	PROPN
cblr-7814	130	16	)	)	PUNCT
cblr-7814	130	17	and	and	CCONJ
cblr-7814	130	18	the	the	DET
cblr-7814	130	19	national	national	PROPN
cblr-7814	130	20	labor	labor	PROPN
cblr-7814	130	21	relations	relations	PROPN
cblr-7814	130	22	act	act	PROPN
cblr-7814	130	23	of	of	ADP
cblr-7814	130	24	1935	1935	NUM
cblr-7814	130	25	(	(	PUNCT
cblr-7814	130	26	nlra	nlra	NOUN
cblr-7814	130	27	)	)	PUNCT
cblr-7814	130	28	articulated	articulate	VERB
cblr-7814	130	29	a	a	DET
cblr-7814	130	30	formal	formal	ADJ
cblr-7814	130	31	distinction	distinction	NOUN
cblr-7814	130	32	between	between	ADP
cblr-7814	130	33	work	work	NOUN
cblr-7814	130	34	and	and	CCONJ
cblr-7814	130	35	nonwork	nonwork	NOUN
cblr-7814	130	36	times	time	NOUN
cblr-7814	130	37	and	and	CCONJ
cblr-7814	130	38	spaces.43	spaces.43	NOUN
cblr-7814	130	39	for	for	ADP
cblr-7814	130	40	a	a	DET
cblr-7814	130	41	few	few	ADJ
cblr-7814	130	42	decades	decade	NOUN
cblr-7814	130	43	,	,	PUNCT
cblr-7814	130	44	this	this	DET
cblr-7814	130	45	dichotomy	dichotomy	NOUN
cblr-7814	130	46	provided	provide	VERB
cblr-7814	130	47	some	some	DET
cblr-7814	130	48	protection	protection	NOUN
cblr-7814	130	49	against	against	ADP
cblr-7814	130	50	employer	employer	NOUN
cblr-7814	130	51	intrusion	intrusion	NOUN
cblr-7814	130	52	into	into	ADP
cblr-7814	130	53	and	and	CCONJ
cblr-7814	130	54	control	control	VERB
cblr-7814	130	55	over	over	ADP
cblr-7814	130	56	employees	employee	NOUN
cblr-7814	130	57	’	’	PART
cblr-7814	130	58	private	private	ADJ
cblr-7814	130	59	lives	life	NOUN
cblr-7814	130	60	and	and	CCONJ
cblr-7814	130	61	organizing	organize	VERB
cblr-7814	130	62	activities.44	activities.44	NOUN
cblr-7814	130	63	but	but	CCONJ
cblr-7814	130	64	during	during	ADP
cblr-7814	130	65	world	world	NOUN
cblr-7814	130	66	war	war	NOUN
cblr-7814	130	67	i	i	PRON
cblr-7814	130	68	and	and	CCONJ
cblr-7814	130	69	particularly	particularly	ADV
cblr-7814	130	70	after	after	ADP
cblr-7814	130	71	world	world	PROPN
cblr-7814	130	72	war	war	PROPN
cblr-7814	130	73	ii	ii	PROPN
cblr-7814	130	74	,	,	PUNCT
cblr-7814	130	75	the	the	DET
cblr-7814	130	76	advent	advent	NOUN
cblr-7814	130	77	of	of	ADP
cblr-7814	130	78	psychology	psychology	NOUN
cblr-7814	130	79	-	-	PUNCT
cblr-7814	130	80	based	base	VERB
cblr-7814	130	81	personality	personality	NOUN
cblr-7814	130	82	,	,	PUNCT
cblr-7814	130	83	intelligence	intelligence	NOUN
cblr-7814	130	84	,	,	PUNCT
cblr-7814	130	85	and	and	CCONJ
cblr-7814	130	86	aptitude	aptitude	NOUN
cblr-7814	130	87	tests	test	NOUN
cblr-7814	130	88	revolutionized	revolutionize	VERB
cblr-7814	130	89	the	the	DET
cblr-7814	130	90	field	field	NOUN
cblr-7814	130	91	of	of	ADP
cblr-7814	130	92	personnel	personnel	NOUN
cblr-7814	130	93	management.45	management.45	VERB
cblr-7814	130	94	the	the	DET
cblr-7814	130	95	rich	rich	ADJ
cblr-7814	130	96	data	data	NOUN
cblr-7814	130	97	sets	set	NOUN
cblr-7814	130	98	produced	produce	VERB
cblr-7814	130	99	as	as	ADP
cblr-7814	130	100	a	a	DET
cblr-7814	130	101	result	result	NOUN
cblr-7814	130	102	of	of	ADP
cblr-7814	130	103	the	the	DET
cblr-7814	130	104	army	army	NOUN
cblr-7814	130	105	’s	’s	PART
cblr-7814	130	106	analysis	analysis	NOUN
cblr-7814	130	107	of	of	ADP
cblr-7814	130	108	the	the	DET
cblr-7814	130	109	abilities	ability	NOUN
cblr-7814	130	110	and	and	CCONJ
cblr-7814	130	111	personalities	personality	NOUN
cblr-7814	130	112	of	of	ADP
cblr-7814	130	113	soldiers	soldier	NOUN
cblr-7814	130	114	were	be	AUX
cblr-7814	130	115	repurposed	repurpose	VERB
cblr-7814	130	116	to	to	PART
cblr-7814	130	117	develop	develop	VERB
cblr-7814	130	118	assessments	assessment	NOUN
cblr-7814	130	119	for	for	ADP
cblr-7814	130	120	employees	employee	NOUN
cblr-7814	130	121	’	’	PART
cblr-7814	130	122	managerial	managerial	ADJ
cblr-7814	130	123	and	and	CCONJ
cblr-7814	130	124	professional	professional	ADJ
cblr-7814	130	125	capabilities.46	capabilities.46	PROPN
cblr-7814	130	126	although	although	SCONJ
cblr-7814	130	127	some	some	DET
cblr-7814	130	128	employers	employer	NOUN
cblr-7814	130	129	still	still	ADV
cblr-7814	130	130	use	use	VERB
cblr-7814	130	131	versions	version	NOUN
cblr-7814	130	132	of	of	ADP
cblr-7814	130	133	these	these	DET
cblr-7814	130	134	aptitude	aptitude	NOUN
cblr-7814	130	135	tests	test	NOUN
cblr-7814	130	136	to	to	ADP
cblr-7814	130	137	screen	screen	NOUN
cblr-7814	130	138	applicants	applicant	NOUN
cblr-7814	130	139	,	,	PUNCT
cblr-7814	130	140	their	their	PRON
cblr-7814	130	141	popularity	popularity	NOUN
cblr-7814	130	142	waned	wane	VERB
cblr-7814	130	143	significantly	significantly	ADV
cblr-7814	130	144	in	in	ADP
cblr-7814	130	145	the	the	DET
cblr-7814	130	146	1970s	1970	NOUN
cblr-7814	130	147	due	due	ADP
cblr-7814	130	148	to	to	ADP
cblr-7814	130	149	widespread	widespread	ADJ
cblr-7814	130	150	worker	worker	NOUN
cblr-7814	130	151	resistance	resistance	NOUN
cblr-7814	130	152	,	,	PUNCT
cblr-7814	130	153	efficacy	efficacy	NOUN
cblr-7814	130	154	concerns	concern	NOUN
cblr-7814	130	155	,	,	PUNCT
cblr-7814	130	156	and	and	CCONJ
cblr-7814	130	157	enhanced	enhance	VERB
cblr-7814	130	158	liability	liability	NOUN
cblr-7814	130	159	exposure	exposure	NOUN
cblr-7814	130	160	under	under	ADP
cblr-7814	130	161	anti	anti	ADJ
cblr-7814	130	162	-	-	ADJ
cblr-7814	130	163	discrimination	discrimination	ADJ
cblr-7814	130	164	laws.47	laws.47	NOUN
cblr-7814	130	165	over	over	ADP
cblr-7814	130	166	the	the	DET
cblr-7814	130	167	last	last	ADJ
cblr-7814	130	168	few	few	ADJ
cblr-7814	130	169	decades	decade	NOUN
cblr-7814	130	170	,	,	PUNCT
cblr-7814	130	171	rapid	rapid	ADJ
cblr-7814	130	172	developments	development	NOUN
cblr-7814	130	173	in	in	ADP
cblr-7814	130	174	digital	digital	ADJ
cblr-7814	130	175	technologies	technology	NOUN
cblr-7814	130	176	and	and	CCONJ
cblr-7814	130	177	data	datum	NOUN
cblr-7814	130	178	processing	processing	NOUN
cblr-7814	130	179	have	have	AUX
cblr-7814	130	180	opened	open	VERB
cblr-7814	130	181	the	the	DET
cblr-7814	130	182	door	door	NOUN
cblr-7814	130	183	to	to	ADP
cblr-7814	130	184	an	an	DET
cblr-7814	130	185	even	even	ADV
cblr-7814	130	186	more	more	ADV
cblr-7814	130	187	powerful	powerful	ADJ
cblr-7814	130	188	and	and	CCONJ
cblr-7814	130	189	omniscient	omniscient	NOUN
cblr-7814	130	190	form	form	NOUN
cblr-7814	130	191	of	of	ADP
cblr-7814	130	192	managerial	managerial	ADJ
cblr-7814	130	193	paternalism	paternalism	NOUN
cblr-7814	130	194	:	:	PUNCT
cblr-7814	130	195	people	people	NOUN
cblr-7814	130	196	analytics.48	analytics.48	ADJ
cblr-7814	130	197	employers	employer	NOUN
cblr-7814	130	198	are	be	AUX
cblr-7814	130	199	now	now	ADV
cblr-7814	130	200	able	able	ADJ
cblr-7814	130	201	to	to	PART
cblr-7814	130	202	collect	collect	VERB
cblr-7814	130	203	and	and	CCONJ
cblr-7814	130	204	analyze	analyze	VERB
cblr-7814	130	205	massive	massive	ADJ
cblr-7814	130	206	amounts	amount	NOUN
cblr-7814	130	207	of	of	ADP
cblr-7814	130	208	observational	observational	ADJ
cblr-7814	130	209	and	and	CCONJ
cblr-7814	130	210	behavioral	behavioral	ADJ
cblr-7814	130	211	data	datum	NOUN
cblr-7814	130	212	from	from	ADP
cblr-7814	130	213	workers	worker	NOUN
cblr-7814	130	214	’	’	PART
cblr-7814	130	215	personal	personal	ADJ
cblr-7814	130	216	and	and	CCONJ
cblr-7814	130	217	professional	professional	ADJ
cblr-7814	130	218	activities	activity	NOUN
cblr-7814	130	219	,	,	PUNCT
cblr-7814	130	220	then	then	ADV
cblr-7814	130	221	operationalize	operationalize	VERB
cblr-7814	130	222	the	the	DET
cblr-7814	130	223	resulting	result	VERB
cblr-7814	130	224	inferences	inference	NOUN
cblr-7814	130	225	and	and	CCONJ
cblr-7814	130	226	predictions	prediction	NOUN
cblr-7814	130	227	to	to	PART
cblr-7814	130	228	maximize	maximize	VERB
cblr-7814	130	229	organizational	organizational	ADJ
cblr-7814	130	230	profits.49	profits.49	ADJ
cblr-7814	130	231	people	people	NOUN
cblr-7814	130	232	analytics	analytic	NOUN
cblr-7814	130	233	initiatives	initiative	NOUN
cblr-7814	130	234	combine	combine	VERB
cblr-7814	130	235	taylorism	taylorism	PROPN
cblr-7814	130	236	’s	’s	PART
cblr-7814	130	237	workers	worker	NOUN
cblr-7814	130	238	-	-	PUNCT
cblr-7814	130	239	as	as	ADP
cblr-7814	130	240	-	-	PUNCT
cblr-7814	130	241	inputs	inputs	ADJ
cblr-7814	130	242	mindset	mindset	NOUN
cblr-7814	130	243	with	with	ADP
cblr-7814	130	244	fordism	fordism	NOUN
cblr-7814	130	245	’s	’s	PART
cblr-7814	130	246	pervasive	pervasive	ADJ
cblr-7814	130	247	intrusion	intrusion	NOUN
cblr-7814	130	248	into	into	ADP
cblr-7814	130	249	employees	employee	NOUN
cblr-7814	130	250	personal	personal	ADJ
cblr-7814	130	251	lives	life	NOUN
cblr-7814	130	252	,	,	PUNCT
cblr-7814	130	253	and	and	CCONJ
cblr-7814	130	254	wield	wield	VERB
cblr-7814	130	255	this	this	DET
cblr-7814	130	256	data	datum	NOUN
cblr-7814	130	257	to	to	ADP
cblr-7814	130	258	algorithmically	algorithmically	ADV
cblr-7814	130	259	42	42	NUM
cblr-7814	130	260	shirley	shirley	PROPN
cblr-7814	130	261	lung	lung	PROPN
cblr-7814	130	262	,	,	PUNCT
cblr-7814	130	263	overwork	overwork	NOUN
cblr-7814	130	264	and	and	CCONJ
cblr-7814	130	265	overtime	overtime	NOUN
cblr-7814	130	266	,	,	PUNCT
cblr-7814	130	267	39	39	NUM
cblr-7814	130	268	ind	ind	NOUN
cblr-7814	130	269	.	.	PUNCT
cblr-7814	131	1	l.	l.	PROPN
cblr-7814	131	2	rev	rev	PROPN
cblr-7814	131	3	.	.	PROPN
cblr-7814	131	4	51	51	NUM
cblr-7814	131	5	,	,	PUNCT
cblr-7814	131	6	57	57	NUM
cblr-7814	131	7	(	(	PUNCT
cblr-7814	131	8	2005	2005	NUM
cblr-7814	131	9	)	)	PUNCT
cblr-7814	131	10	.	.	PUNCT
cblr-7814	132	1	43	43	NUM
cblr-7814	132	2	see	see	VERB
cblr-7814	132	3	leora	leora	PROPN
cblr-7814	132	4	eisenstadt	eisenstadt	PROPN
cblr-7814	132	5	,	,	PUNCT
cblr-7814	132	6	data	datum	NOUN
cblr-7814	132	7	analytics	analytic	NOUN
cblr-7814	132	8	and	and	CCONJ
cblr-7814	132	9	the	the	DET
cblr-7814	132	10	erosion	erosion	NOUN
cblr-7814	132	11	of	of	ADP
cblr-7814	132	12	the	the	DET
cblr-7814	132	13	work	work	NOUN
cblr-7814	132	14	/	/	SYM
cblr-7814	132	15	nonwork	nonwork	NOUN
cblr-7814	132	16	divide	divide	NOUN
cblr-7814	132	17	,	,	PUNCT
cblr-7814	132	18	56	56	NUM
cblr-7814	132	19	am	am	NOUN
cblr-7814	132	20	.	.	PUNCT
cblr-7814	133	1	bus	bus	NOUN
cblr-7814	133	2	.	.	PUNCT
cblr-7814	134	1	l.j	l.j	PROPN
cblr-7814	134	2	.	.	PROPN
cblr-7814	134	3	445	445	NUM
cblr-7814	134	4	,	,	PUNCT
cblr-7814	134	5	450–54	450–54	NUM
cblr-7814	134	6	.	.	X
cblr-7814	135	1	44	44	NUM
cblr-7814	135	2	see	see	VERB
cblr-7814	135	3	i	i	PRON
cblr-7814	135	4	d.	d.	PROPN
cblr-7814	135	5	at	at	ADP
cblr-7814	135	6	450–54	450–54	NUM
cblr-7814	135	7	,	,	PUNCT
cblr-7814	135	8	465	465	NUM
cblr-7814	135	9	.	.	PUNCT
cblr-7814	136	1	45	45	NUM
cblr-7814	136	2	see	see	VERB
cblr-7814	136	3	bodie	bodie	PROPN
cblr-7814	136	4	et	et	PROPN
cblr-7814	136	5	al	al	PROPN
cblr-7814	136	6	.	.	PROPN
cblr-7814	136	7	,	,	PUNCT
cblr-7814	136	8	supra	supra	PROPN
cblr-7814	136	9	note	note	VERB
cblr-7814	136	10	37	37	NUM
cblr-7814	136	11	,	,	PUNCT
cblr-7814	136	12	at	at	ADP
cblr-7814	136	13	966–67	966–67	NOUN
cblr-7814	136	14	.	.	PUNCT
cblr-7814	137	1	46	46	NUM
cblr-7814	137	2	see	see	VERB
cblr-7814	137	3	i	i	PRON
cblr-7814	137	4	d.	d.	PROPN
cblr-7814	137	5	at	at	ADP
cblr-7814	137	6	967	967	NUM
cblr-7814	137	7	.	.	PUNCT
cblr-7814	138	1	47	47	NUM
cblr-7814	138	2	see	see	VERB
cblr-7814	138	3	lohr	lohr	PROPN
cblr-7814	138	4	,	,	PUNCT
cblr-7814	138	5	supra	supra	PROPN
cblr-7814	138	6	note	note	PROPN
cblr-7814	138	7	19	19	NUM
cblr-7814	138	8	.	.	NOUN
cblr-7814	138	9	48	48	NUM
cblr-7814	138	10	see	see	VERB
cblr-7814	138	11	supra	supra	PROPN
cblr-7814	138	12	notes	note	VERB
cblr-7814	138	13	15–17	15–17	NUM
cblr-7814	138	14	and	and	CCONJ
cblr-7814	138	15	accompanying	accompanying	ADJ
cblr-7814	138	16	text	text	NOUN
cblr-7814	138	17	.	.	PUNCT
cblr-7814	139	1	49	49	NUM
cblr-7814	139	2	see	see	VERB
cblr-7814	139	3	supra	supra	PROPN
cblr-7814	139	4	notes	note	NOUN
cblr-7814	139	5	11–14	11–14	NUM
cblr-7814	139	6	and	and	CCONJ
cblr-7814	139	7	accompanying	accompany	VERB
cblr-7814	139	8	text	text	NOUN
cblr-7814	139	9	.	.	PUNCT
cblr-7814	140	1	pedersen	pedersen	NOUN
cblr-7814	140	2	(	(	PUNCT
cblr-7814	140	3	note	note	NOUN
cblr-7814	140	4	)	)	PUNCT
cblr-7814	140	5	1/15/2021	1/15/2021	NUM
cblr-7814	140	6	5:01	5:01	NUM
cblr-7814	140	7	pm	pm	NOUN
cblr-7814	140	8	no	no	INTJ
cblr-7814	140	9	.	.	PUNCT
cblr-7814	141	1	3:1122	3:1122	NUM
cblr-7814	141	2	]	]	X
cblr-7814	141	3	people	people	NOUN
cblr-7814	141	4	analytics	analytic	NOUN
cblr-7814	141	5	and	and	CCONJ
cblr-7814	141	6	individual	individual	ADJ
cblr-7814	141	7	autonomy	autonomy	NOUN
cblr-7814	141	8	1133	1133	NUM
cblr-7814	141	9	maximize	maximize	VERB
cblr-7814	141	10	organizational	organizational	ADJ
cblr-7814	141	11	profit.50	profit.50	NOUN
cblr-7814	141	12	these	these	DET
cblr-7814	141	13	algorithms	algorithm	NOUN
cblr-7814	141	14	also	also	ADV
cblr-7814	141	15	rely	rely	VERB
cblr-7814	141	16	on	on	ADP
cblr-7814	141	17	statistical	statistical	ADJ
cblr-7814	141	18	correlations	correlation	NOUN
cblr-7814	141	19	that	that	PRON
cblr-7814	141	20	may	may	AUX
cblr-7814	141	21	reintroduce	reintroduce	VERB
cblr-7814	141	22	arbitrary	arbitrary	ADJ
cblr-7814	141	23	and	and	CCONJ
cblr-7814	141	24	discriminatory	discriminatory	ADJ
cblr-7814	141	25	inaccuracies	inaccuracy	NOUN
cblr-7814	141	26	similar	similar	ADJ
cblr-7814	141	27	to	to	ADP
cblr-7814	141	28	those	those	PRON
cblr-7814	141	29	found	find	VERB
cblr-7814	141	30	in	in	ADP
cblr-7814	141	31	intelligence	intelligence	NOUN
cblr-7814	141	32	and	and	CCONJ
cblr-7814	141	33	aptitude	aptitude	NOUN
cblr-7814	141	34	tests,51	tests,51	NOUN
cblr-7814	141	35	albeit	albeit	SCONJ
cblr-7814	141	36	in	in	ADP
cblr-7814	141	37	a	a	DET
cblr-7814	141	38	more	more	ADV
cblr-7814	141	39	opaque	opaque	ADJ
cblr-7814	141	40	and	and	CCONJ
cblr-7814	141	41	less	less	ADV
cblr-7814	141	42	accountable	accountable	ADJ
cblr-7814	141	43	manner.52	manner.52	NOUN
cblr-7814	141	44	but	but	CCONJ
cblr-7814	141	45	before	before	ADP
cblr-7814	141	46	analyzing	analyze	VERB
cblr-7814	141	47	the	the	DET
cblr-7814	141	48	novel	novel	NOUN
cblr-7814	141	49	(	(	PUNCT
cblr-7814	141	50	and	and	CCONJ
cblr-7814	141	51	familiar	familiar	ADJ
cblr-7814	141	52	)	)	PUNCT
cblr-7814	141	53	threats	threat	NOUN
cblr-7814	141	54	that	that	SCONJ
cblr-7814	141	55	algorithmic	algorithmic	ADJ
cblr-7814	141	56	profiling	profiling	NOUN
cblr-7814	141	57	poses	pose	NOUN
cblr-7814	141	58	to	to	ADP
cblr-7814	141	59	workers	worker	NOUN
cblr-7814	141	60	’	’	PART
cblr-7814	141	61	rights	right	NOUN
cblr-7814	141	62	,	,	PUNCT
cblr-7814	141	63	it	it	PRON
cblr-7814	141	64	is	be	AUX
cblr-7814	141	65	helpful	helpful	ADJ
cblr-7814	141	66	to	to	PART
cblr-7814	141	67	understand	understand	VERB
cblr-7814	141	68	the	the	DET
cblr-7814	141	69	technology	technology	NOUN
cblr-7814	141	70	underlying	underlie	VERB
cblr-7814	141	71	people	people	NOUN
cblr-7814	141	72	analytics	analytic	NOUN
cblr-7814	141	73	systems	system	NOUN
cblr-7814	141	74	.	.	PUNCT
cblr-7814	142	1	b.	b.	PROPN
cblr-7814	142	2	constructing	construct	VERB
cblr-7814	142	3	people	people	NOUN
cblr-7814	142	4	analytics	analytic	NOUN
cblr-7814	142	5	algorithms	algorithms	VERB
cblr-7814	142	6	predictive	predictive	ADJ
cblr-7814	142	7	algorithms	algorithm	NOUN
cblr-7814	142	8	rely	rely	VERB
cblr-7814	142	9	on	on	ADP
cblr-7814	142	10	statistical	statistical	ADJ
cblr-7814	142	11	models	model	NOUN
cblr-7814	142	12	based	base	VERB
cblr-7814	142	13	on	on	ADP
cblr-7814	142	14	well	well	ADV
cblr-7814	142	15	-	-	PUNCT
cblr-7814	142	16	defined	define	VERB
cblr-7814	142	17	methodologies	methodology	NOUN
cblr-7814	142	18	for	for	ADP
cblr-7814	142	19	cleansing	cleansing	NOUN
cblr-7814	142	20	,	,	PUNCT
cblr-7814	142	21	preparing	prepare	VERB
cblr-7814	142	22	,	,	PUNCT
cblr-7814	142	23	and	and	CCONJ
cblr-7814	142	24	evaluating	evaluate	VERB
cblr-7814	142	25	data	datum	NOUN
cblr-7814	142	26	,	,	PUNCT
cblr-7814	142	27	as	as	ADV
cblr-7814	142	28	well	well	ADV
cblr-7814	142	29	as	as	ADP
cblr-7814	142	30	methodologies	methodology	NOUN
cblr-7814	142	31	for	for	ADP
cblr-7814	142	32	evaluating	evaluate	VERB
cblr-7814	142	33	the	the	DET
cblr-7814	142	34	effectiveness	effectiveness	NOUN
cblr-7814	142	35	of	of	ADP
cblr-7814	142	36	the	the	DET
cblr-7814	142	37	model	model	NOUN
cblr-7814	142	38	itself.53	itself.53	NOUN
cblr-7814	142	39	although	although	SCONJ
cblr-7814	142	40	scholars	scholar	NOUN
cblr-7814	142	41	describe	describe	VERB
cblr-7814	142	42	the	the	DET
cblr-7814	142	43	process	process	NOUN
cblr-7814	142	44	in	in	ADP
cblr-7814	142	45	a	a	DET
cblr-7814	142	46	number	number	NOUN
cblr-7814	142	47	of	of	ADP
cblr-7814	142	48	ways	way	NOUN
cblr-7814	142	49	,	,	PUNCT
cblr-7814	142	50	broadly	broadly	ADV
cblr-7814	142	51	speaking	speak	VERB
cblr-7814	142	52	there	there	ADV
cblr-7814	142	53	are	be	VERB
cblr-7814	142	54	five	five	NUM
cblr-7814	142	55	stages	stage	NOUN
cblr-7814	142	56	to	to	ADP
cblr-7814	142	57	predictive	predictive	ADJ
cblr-7814	142	58	analytics	analytic	NOUN
cblr-7814	142	59	:	:	PUNCT
cblr-7814	142	60	“	"	PUNCT
cblr-7814	142	61	data	data	NOUN
cblr-7814	142	62	collection	collection	NOUN
cblr-7814	142	63	,	,	PUNCT
cblr-7814	142	64	data	datum	NOUN
cblr-7814	142	65	preparation	preparation	NOUN
cblr-7814	142	66	,	,	PUNCT
cblr-7814	142	67	data	datum	NOUN
cblr-7814	142	68	mining	mining	NOUN
cblr-7814	142	69	,	,	PUNCT
cblr-7814	142	70	interpretation	interpretation	NOUN
cblr-7814	142	71	,	,	PUNCT
cblr-7814	142	72	and	and	CCONJ
cblr-7814	143	1	[	[	X
cblr-7814	143	2	action	action	NOUN
cblr-7814	143	3	based	base	VERB
cblr-7814	143	4	on	on	ADP
cblr-7814	143	5	]	]	PUNCT
cblr-7814	143	6	the	the	DET
cblr-7814	143	7	discovered	discover	VERB
cblr-7814	143	8	knowledge	knowledge	NOUN
cblr-7814	143	9	.	.	PUNCT
cblr-7814	144	1	”54	”54	PROPN
cblr-7814	145	1	1	1	X
cblr-7814	145	2	.	.	PUNCT
cblr-7814	145	3	data	datum	NOUN
cblr-7814	145	4	preparation	preparation	NOUN
cblr-7814	145	5	“	"	PUNCT
cblr-7814	145	6	data	data	NOUN
cblr-7814	145	7	preparation	preparation	NOUN
cblr-7814	145	8	involves	involve	VERB
cblr-7814	145	9	rearranging	rearrange	VERB
cblr-7814	145	10	and	and	CCONJ
cblr-7814	145	11	ordering	order	VERB
cblr-7814	145	12	the	the	DET
cblr-7814	145	13	data	datum	NOUN
cblr-7814	145	14	,	,	PUNCT
cblr-7814	145	15	which	which	PRON
cblr-7814	145	16	sometimes	sometimes	ADV
cblr-7814	145	17	involves	involve	VERB
cblr-7814	145	18	aggregating	aggregate	VERB
cblr-7814	145	19	very	very	ADV
cblr-7814	145	20	granular	granular	ADJ
cblr-7814	145	21	information	information	NOUN
cblr-7814	145	22	into	into	ADP
cblr-7814	145	23	bigger	big	ADJ
cblr-7814	145	24	categories	category	NOUN
cblr-7814	145	25	.	.	PUNCT
cblr-7814	146	1	”55	”55	PROPN
cblr-7814	146	2	employers	employer	NOUN
cblr-7814	146	3	collect	collect	VERB
cblr-7814	146	4	detailed	detailed	ADJ
cblr-7814	146	5	data	datum	NOUN
cblr-7814	146	6	from	from	ADP
cblr-7814	146	7	employees	employee	NOUN
cblr-7814	146	8	or	or	CCONJ
cblr-7814	146	9	data	datum	NOUN
cblr-7814	146	10	brokers	broker	NOUN
cblr-7814	146	11	for	for	ADP
cblr-7814	146	12	myriad	myriad	ADJ
cblr-7814	146	13	reasons	reason	NOUN
cblr-7814	146	14	,	,	PUNCT
cblr-7814	146	15	which	which	PRON
cblr-7814	146	16	are	be	AUX
cblr-7814	146	17	often	often	ADV
cblr-7814	146	18	unrelated	unrelated	ADJ
cblr-7814	146	19	to	to	ADP
cblr-7814	146	20	their	their	PRON
cblr-7814	146	21	subsequent	subsequent	ADJ
cblr-7814	146	22	uses	use	NOUN
cblr-7814	146	23	of	of	ADP
cblr-7814	146	24	the	the	DET
cblr-7814	146	25	same	same	ADJ
cblr-7814	146	26	data.56	data.56	NOUN
cblr-7814	146	27	there	there	PRON
cblr-7814	146	28	are	be	VERB
cblr-7814	146	29	few	few	ADJ
cblr-7814	146	30	legal	legal	ADJ
cblr-7814	146	31	restrictions	restriction	NOUN
cblr-7814	146	32	on	on	ADP
cblr-7814	146	33	the	the	DET
cblr-7814	146	34	collection	collection	NOUN
cblr-7814	146	35	and	and	CCONJ
cblr-7814	146	36	sale	sale	NOUN
cblr-7814	146	37	of	of	ADP
cblr-7814	146	38	anonymized	anonymize	VERB
cblr-7814	146	39	data	datum	NOUN
cblr-7814	146	40	derived	derive	VERB
cblr-7814	146	41	from	from	ADP
cblr-7814	146	42	individuals	individual	NOUN
cblr-7814	146	43	’	'	PUNCT
cblr-7814	146	44	digital	digital	ADJ
cblr-7814	146	45	footprints	footprint	NOUN
cblr-7814	146	46	,	,	PUNCT
cblr-7814	146	47	despite	despite	SCONJ
cblr-7814	146	48	that	that	DET
cblr-7814	146	49	analysts	analyst	NOUN
cblr-7814	146	50	can	can	AUX
cblr-7814	146	51	often	often	ADV
cblr-7814	146	52	50	50	NUM
cblr-7814	146	53	see	see	VERB
cblr-7814	146	54	rainie	rainie	PROPN
cblr-7814	146	55	&	&	CCONJ
cblr-7814	146	56	anderson	anderson	PROPN
cblr-7814	146	57	,	,	PUNCT
cblr-7814	146	58	supra	supra	PROPN
cblr-7814	146	59	note	note	PROPN
cblr-7814	146	60	7	7	NUM
cblr-7814	146	61	,	,	PUNCT
cblr-7814	146	62	at	at	ADP
cblr-7814	146	63	42–43	42–43	NUM
cblr-7814	146	64	.	.	PUNCT
cblr-7814	147	1	51	51	NUM
cblr-7814	147	2	see	see	VERB
cblr-7814	147	3	u.s	u.s	PROPN
cblr-7814	147	4	.	.	PROPN
cblr-7814	147	5	equal	equal	ADJ
cblr-7814	147	6	emp’t	emp’t	NUM
cblr-7814	147	7	opportunity	opportunity	NOUN
cblr-7814	147	8	comm’n	comm’n	NOUN
cblr-7814	147	9	,	,	PUNCT
cblr-7814	147	10	eeoc	eeoc	NOUN
cblr-7814	147	11	-	-	PUNCT
cblr-7814	147	12	nvta-2007	nvta-2007	NOUN
cblr-7814	147	13	-	-	PUNCT
cblr-7814	147	14	2	2	NUM
cblr-7814	147	15	,	,	PUNCT
cblr-7814	147	16	employment	employment	NOUN
cblr-7814	147	17	tests	test	NOUN
cblr-7814	147	18	and	and	CCONJ
cblr-7814	147	19	selection	selection	NOUN
cblr-7814	147	20	procedures	procedure	NOUN
cblr-7814	147	21	(	(	PUNCT
cblr-7814	147	22	2007	2007	NUM
cblr-7814	147	23	)	)	PUNCT
cblr-7814	147	24	.	.	PUNCT
cblr-7814	148	1	52	52	NUM
cblr-7814	148	2	see	see	VERB
cblr-7814	148	3	supra	supra	PROPN
cblr-7814	148	4	notes	note	NOUN
cblr-7814	148	5	21–26	21–26	NUM
cblr-7814	148	6	and	and	CCONJ
cblr-7814	148	7	accompanying	accompany	VERB
cblr-7814	148	8	text	text	NOUN
cblr-7814	148	9	.	.	PUNCT
cblr-7814	149	1	53	53	NUM
cblr-7814	149	2	cf	cf	NOUN
cblr-7814	149	3	.	.	PUNCT
cblr-7814	150	1	james	james	PROPN
cblr-7814	150	2	wu	wu	PROPN
cblr-7814	150	3	&	&	CCONJ
cblr-7814	150	4	stephen	stephen	PROPN
cblr-7814	150	5	coggeshall	coggeshall	PROPN
cblr-7814	150	6	,	,	PUNCT
cblr-7814	150	7	foundations	foundation	NOUN
cblr-7814	150	8	of	of	ADP
cblr-7814	150	9	predictive	predictive	ADJ
cblr-7814	150	10	analytics	analytic	NOUN
cblr-7814	150	11	1–4	1–4	PROPN
cblr-7814	150	12	(	(	PUNCT
cblr-7814	150	13	vipin	vipin	PROPN
cblr-7814	150	14	kumar	kumar	PROPN
cblr-7814	150	15	ed	ed	PROPN
cblr-7814	150	16	.	.	PROPN
cblr-7814	150	17	,	,	PUNCT
cblr-7814	150	18	2012	2012	NUM
cblr-7814	150	19	)	)	PUNCT
cblr-7814	150	20	(	(	PUNCT
cblr-7814	150	21	summarizing	summarize	VERB
cblr-7814	150	22	the	the	DET
cblr-7814	150	23	basics	basic	NOUN
cblr-7814	150	24	of	of	ADP
cblr-7814	150	25	statistical	statistical	ADJ
cblr-7814	150	26	modeling	modeling	NOUN
cblr-7814	150	27	)	)	PUNCT
cblr-7814	150	28	.	.	PUNCT
cblr-7814	151	1	54	54	NUM
cblr-7814	151	2	see	see	VERB
cblr-7814	151	3	bodie	bodie	PROPN
cblr-7814	151	4	et	et	PROPN
cblr-7814	151	5	al	al	PROPN
cblr-7814	151	6	.	.	PROPN
cblr-7814	151	7	,	,	PUNCT
cblr-7814	151	8	supra	supra	PROPN
cblr-7814	151	9	note	note	VERB
cblr-7814	151	10	37	37	NUM
cblr-7814	151	11	,	,	PUNCT
cblr-7814	151	12	at	at	ADP
cblr-7814	151	13	969	969	NUM
cblr-7814	151	14	.	.	PUNCT
cblr-7814	152	1	55	55	NUM
cblr-7814	153	1	i	i	PRON
cblr-7814	153	2	d.	d.	VERB
cblr-7814	153	3	at	at	ADP
cblr-7814	153	4	970	970	NUM
cblr-7814	153	5	.	.	PUNCT
cblr-7814	154	1	56	56	NUM
cblr-7814	154	2	see	see	VERB
cblr-7814	154	3	i	i	PRON
cblr-7814	154	4	d.	d.	PROPN
cblr-7814	154	5	at	at	ADP
cblr-7814	154	6	969–70	969–70	PROPN
cblr-7814	154	7	.	.	PUNCT
cblr-7814	155	1	pedersen	pedersen	NOUN
cblr-7814	155	2	(	(	PUNCT
cblr-7814	155	3	note	note	NOUN
cblr-7814	155	4	)	)	PUNCT
cblr-7814	155	5	1/15/2021	1/15/2021	NUM
cblr-7814	155	6	5:01	5:01	NUM
cblr-7814	155	7	pm	pm	NOUN
cblr-7814	155	8	1134	1134	NUM
cblr-7814	155	9	columbia	columbia	PROPN
cblr-7814	155	10	business	business	NOUN
cblr-7814	155	11	law	law	PROPN
cblr-7814	155	12	review	review	NOUN
cblr-7814	155	13	[	[	X
cblr-7814	155	14	vol	vol	NOUN
cblr-7814	155	15	.	.	PUNCT
cblr-7814	155	16	2020	2020	NUM
cblr-7814	155	17	trace	trace	VERB
cblr-7814	155	18	this	this	DET
cblr-7814	155	19	“	"	PUNCT
cblr-7814	155	20	anonymous	anonymous	ADJ
cblr-7814	155	21	”	"	PUNCT
cblr-7814	155	22	data	datum	NOUN
cblr-7814	155	23	to	to	ADP
cblr-7814	155	24	their	their	PRON
cblr-7814	155	25	individual	individual	ADJ
cblr-7814	155	26	sources	source	NOUN
cblr-7814	155	27	and	and	CCONJ
cblr-7814	155	28	that	that	SCONJ
cblr-7814	155	29	algorithms	algorithm	NOUN
cblr-7814	155	30	may	may	AUX
cblr-7814	155	31	be	be	AUX
cblr-7814	155	32	capable	capable	ADJ
cblr-7814	155	33	of	of	ADP
cblr-7814	155	34	predicting	predict	VERB
cblr-7814	155	35	personally	personally	ADV
cblr-7814	155	36	identifiable	identifiable	ADJ
cblr-7814	155	37	information	information	NOUN
cblr-7814	155	38	based	base	VERB
cblr-7814	155	39	on	on	ADP
cblr-7814	155	40	aggregated	aggregated	ADJ
cblr-7814	155	41	anonymized	anonymize	VERB
cblr-7814	155	42	data.57	data.57	ADJ
cblr-7814	155	43	employers	employer	NOUN
cblr-7814	155	44	also	also	ADV
cblr-7814	155	45	gather	gather	VERB
cblr-7814	155	46	data	datum	NOUN
cblr-7814	155	47	internally	internally	ADV
cblr-7814	155	48	from	from	ADP
cblr-7814	155	49	monitoring	monitor	VERB
cblr-7814	155	50	technologies	technology	NOUN
cblr-7814	155	51	embedded	embed	VERB
cblr-7814	155	52	in	in	ADP
cblr-7814	155	53	company	company	NOUN
cblr-7814	155	54	-	-	PUNCT
cblr-7814	155	55	owned	own	VERB
cblr-7814	155	56	hardware	hardware	NOUN
cblr-7814	155	57	,	,	PUNCT
cblr-7814	155	58	employees	employee	NOUN
cblr-7814	155	59	’	’	PART
cblr-7814	155	60	cell	cell	NOUN
cblr-7814	155	61	phones	phone	NOUN
cblr-7814	155	62	,	,	PUNCT
cblr-7814	155	63	and	and	CCONJ
cblr-7814	155	64	wearable	wearable	ADJ
cblr-7814	155	65	technologies	technology	NOUN
cblr-7814	155	66	given	give	VERB
cblr-7814	155	67	to	to	PART
cblr-7814	155	68	employees.58	employees.58	VERB
cblr-7814	155	69	“	"	PUNCT
cblr-7814	155	70	if	if	SCONJ
cblr-7814	155	71	the	the	DET
cblr-7814	155	72	data	datum	NOUN
cblr-7814	155	73	is	be	AUX
cblr-7814	155	74	legally	legally	ADV
cblr-7814	155	75	obtained	obtain	VERB
cblr-7814	155	76	,	,	PUNCT
cblr-7814	155	77	it	it	PRON
cblr-7814	155	78	can	can	AUX
cblr-7814	155	79	generally	generally	ADV
cblr-7814	155	80	be	be	AUX
cblr-7814	155	81	analyzed	analyze	VERB
cblr-7814	155	82	however	however	ADV
cblr-7814	155	83	the	the	DET
cblr-7814	155	84	employer	employer	NOUN
cblr-7814	155	85	sees	see	VERB
cblr-7814	155	86	fit	fit	ADJ
cblr-7814	155	87	.	.	PUNCT
cblr-7814	156	1	”59	”59	ADJ
cblr-7814	156	2	scholars	scholar	NOUN
cblr-7814	156	3	warn	warn	VERB
cblr-7814	156	4	that	that	SCONJ
cblr-7814	156	5	the	the	DET
cblr-7814	156	6	psychological	psychological	ADJ
cblr-7814	156	7	effects	effect	NOUN
cblr-7814	156	8	that	that	PRON
cblr-7814	156	9	pervasive	pervasive	ADJ
cblr-7814	156	10	surveillance	surveillance	NOUN
cblr-7814	156	11	has	have	AUX
cblr-7814	156	12	on	on	ADP
cblr-7814	156	13	workers	worker	NOUN
cblr-7814	156	14	may	may	AUX
cblr-7814	156	15	skew	skew	VERB
cblr-7814	156	16	the	the	DET
cblr-7814	156	17	data	datum	NOUN
cblr-7814	156	18	,	,	PUNCT
cblr-7814	156	19	because	because	SCONJ
cblr-7814	156	20	the	the	DET
cblr-7814	156	21	effects	effect	NOUN
cblr-7814	156	22	may	may	AUX
cblr-7814	156	23	cause	cause	VERB
cblr-7814	156	24	discomfort	discomfort	NOUN
cblr-7814	156	25	leading	lead	VERB
cblr-7814	156	26	to	to	ADP
cblr-7814	156	27	less	less	ADV
cblr-7814	156	28	favorable	favorable	ADJ
cblr-7814	156	29	measurements.60	measurements.60	NOUN
cblr-7814	156	30	moreover	moreover	ADV
cblr-7814	156	31	,	,	PUNCT
cblr-7814	156	32	there	there	PRON
cblr-7814	156	33	is	be	VERB
cblr-7814	156	34	reason	reason	NOUN
cblr-7814	156	35	to	to	PART
cblr-7814	156	36	be	be	AUX
cblr-7814	156	37	concerned	concern	VERB
cblr-7814	156	38	about	about	ADP
cblr-7814	156	39	the	the	DET
cblr-7814	156	40	quality	quality	NOUN
cblr-7814	156	41	and	and	CCONJ
cblr-7814	156	42	accuracy	accuracy	NOUN
cblr-7814	156	43	of	of	ADP
cblr-7814	156	44	the	the	DET
cblr-7814	156	45	data	data	NOUN
cblr-7814	156	46	collected.61	collected.61	NOUN
cblr-7814	156	47	for	for	ADP
cblr-7814	156	48	example	example	NOUN
cblr-7814	156	49	,	,	PUNCT
cblr-7814	156	50	some	some	DET
cblr-7814	156	51	employers	employer	NOUN
cblr-7814	156	52	use	use	VERB
cblr-7814	156	53	biometric	biometric	ADJ
cblr-7814	156	54	data	datum	NOUN
cblr-7814	156	55	from	from	ADP
cblr-7814	156	56	trackers	tracker	NOUN
cblr-7814	156	57	like	like	ADP
cblr-7814	156	58	the	the	DET
cblr-7814	156	59	fitbit	fitbit	NOUN
cblr-7814	156	60	,	,	PUNCT
cblr-7814	156	61	but	but	CCONJ
cblr-7814	156	62	fitbit	fitbit	NOUN
cblr-7814	156	63	has	have	AUX
cblr-7814	156	64	faced	face	VERB
cblr-7814	156	65	numerous	numerous	ADJ
cblr-7814	156	66	lawsuits	lawsuit	NOUN
cblr-7814	156	67	alleging	allege	VERB
cblr-7814	156	68	that	that	SCONJ
cblr-7814	156	69	its	its	PRON
cblr-7814	156	70	wearable	wearable	ADJ
cblr-7814	156	71	biometric	biometric	ADJ
cblr-7814	156	72	trackers	tracker	NOUN
cblr-7814	156	73	are	be	AUX
cblr-7814	156	74	systematically	systematically	ADV
cblr-7814	156	75	inaccurate.62	inaccurate.62	ADJ
cblr-7814	156	76	2	2	NUM
cblr-7814	156	77	.	.	PUNCT
cblr-7814	157	1	designing	design	VERB
cblr-7814	157	2	algorithms	algorithm	NOUN
cblr-7814	157	3	the	the	DET
cblr-7814	157	4	importance	importance	NOUN
cblr-7814	157	5	of	of	ADP
cblr-7814	157	6	data	datum	NOUN
cblr-7814	157	7	accuracy	accuracy	NOUN
cblr-7814	157	8	becomes	become	VERB
cblr-7814	157	9	evident	evident	ADJ
cblr-7814	157	10	during	during	ADP
cblr-7814	157	11	the	the	DET
cblr-7814	157	12	next	next	ADJ
cblr-7814	157	13	steps	step	NOUN
cblr-7814	157	14	in	in	ADP
cblr-7814	157	15	the	the	DET
cblr-7814	157	16	algorithmic	algorithmic	ADJ
cblr-7814	157	17	process	process	NOUN
cblr-7814	157	18	:	:	PUNCT
cblr-7814	157	19	data	datum	NOUN
cblr-7814	157	20	mining	mining	NOUN
cblr-7814	157	21	and	and	CCONJ
cblr-7814	157	22	interpretation	interpretation	NOUN
cblr-7814	157	23	.	.	PUNCT
cblr-7814	158	1	data	datum	NOUN
cblr-7814	158	2	mining	mining	NOUN
cblr-7814	158	3	involves	involve	VERB
cblr-7814	158	4	an	an	DET
cblr-7814	158	5	automated	automate	VERB
cblr-7814	158	6	statistical	statistical	ADJ
cblr-7814	158	7	analysis	analysis	NOUN
cblr-7814	158	8	of	of	ADP
cblr-7814	158	9	the	the	DET
cblr-7814	158	10	database	database	NOUN
cblr-7814	158	11	to	to	PART
cblr-7814	158	12	find	find	VERB
cblr-7814	158	13	new	new	ADJ
cblr-7814	158	14	patterns	pattern	NOUN
cblr-7814	158	15	or	or	CCONJ
cblr-7814	158	16	fit	fit	ADJ
cblr-7814	158	17	data	datum	NOUN
cblr-7814	158	18	within	within	ADP
cblr-7814	158	19	57	57	NUM
cblr-7814	158	20	see	see	NOUN
cblr-7814	158	21	crawford	crawford	PROPN
cblr-7814	158	22	&	&	CCONJ
cblr-7814	158	23	schultz	schultz	PROPN
cblr-7814	158	24	,	,	PUNCT
cblr-7814	158	25	supra	supra	PROPN
cblr-7814	158	26	note	note	PROPN
cblr-7814	158	27	21	21	NUM
cblr-7814	158	28	,	,	PUNCT
cblr-7814	158	29	at	at	ADP
cblr-7814	158	30	96–99	96–99	NUM
cblr-7814	158	31	(	(	PUNCT
cblr-7814	158	32	discussing	discuss	VERB
cblr-7814	158	33	the	the	DET
cblr-7814	158	34	acquisition	acquisition	NOUN
cblr-7814	158	35	and	and	CCONJ
cblr-7814	158	36	use	use	NOUN
cblr-7814	158	37	of	of	ADP
cblr-7814	158	38	data	datum	NOUN
cblr-7814	158	39	)	)	PUNCT
cblr-7814	158	40	.	.	PUNCT
cblr-7814	159	1	58	58	NUM
cblr-7814	159	2	see	see	VERB
cblr-7814	159	3	pauline	pauline	PROPN
cblr-7814	159	4	t.	t.	PROPN
cblr-7814	159	5	kim	kim	PROPN
cblr-7814	159	6	,	,	PUNCT
cblr-7814	159	7	data	datum	NOUN
cblr-7814	159	8	mining	mining	NOUN
cblr-7814	159	9	and	and	CCONJ
cblr-7814	159	10	the	the	DET
cblr-7814	159	11	challenges	challenge	NOUN
cblr-7814	159	12	of	of	ADP
cblr-7814	159	13	protecting	protect	VERB
cblr-7814	159	14	employee	employee	NOUN
cblr-7814	159	15	privacy	privacy	NOUN
cblr-7814	159	16	under	under	ADP
cblr-7814	159	17	u.s	u.s	PROPN
cblr-7814	159	18	.	.	PROPN
cblr-7814	159	19	law	law	NOUN
cblr-7814	159	20	,	,	PUNCT
cblr-7814	159	21	40	40	NUM
cblr-7814	159	22	compar	compar	NOUN
cblr-7814	159	23	.	.	PUNCT
cblr-7814	160	1	lab	lab	PROPN
cblr-7814	160	2	.	.	PUNCT
cblr-7814	161	1	l.	l.	PROPN
cblr-7814	161	2	&	&	CCONJ
cblr-7814	161	3	pol’y	pol’y	PROPN
cblr-7814	161	4	j.	j.	PROPN
cblr-7814	161	5	405	405	PROPN
cblr-7814	161	6	,	,	PUNCT
cblr-7814	161	7	405	405	NUM
cblr-7814	161	8	–	–	SYM
cblr-7814	161	9	06	06	NUM
cblr-7814	161	10	(	(	PUNCT
cblr-7814	161	11	2019	2019	NUM
cblr-7814	161	12	)	)	PUNCT
cblr-7814	161	13	.	.	PUNCT
cblr-7814	162	1	59	59	NUM
cblr-7814	162	2	bodie	bodie	PROPN
cblr-7814	162	3	et	et	PROPN
cblr-7814	162	4	al	al	PROPN
cblr-7814	162	5	.	.	PROPN
cblr-7814	162	6	,	,	PUNCT
cblr-7814	162	7	supra	supra	PROPN
cblr-7814	162	8	note	note	VERB
cblr-7814	162	9	37	37	NUM
cblr-7814	162	10	,	,	PUNCT
cblr-7814	162	11	at	at	ADP
cblr-7814	162	12	999	999	NUM
cblr-7814	162	13	.	.	PUNCT
cblr-7814	163	1	60	60	NUM
cblr-7814	163	2	see	see	VERB
cblr-7814	163	3	ifeoma	ifeoma	NOUN
cblr-7814	163	4	ajunwa	ajunwa	VERB
cblr-7814	163	5	,	,	PUNCT
cblr-7814	163	6	algorithms	algorithm	NOUN
cblr-7814	163	7	at	at	ADP
cblr-7814	163	8	work	work	NOUN
cblr-7814	163	9	:	:	PUNCT
cblr-7814	163	10	productivity	productivity	NOUN
cblr-7814	163	11	monitoring	monitoring	NOUN
cblr-7814	163	12	applications	application	NOUN
cblr-7814	163	13	and	and	CCONJ
cblr-7814	163	14	wearable	wearable	ADJ
cblr-7814	163	15	technology	technology	NOUN
cblr-7814	163	16	as	as	ADP
cblr-7814	163	17	the	the	DET
cblr-7814	163	18	new	new	ADJ
cblr-7814	163	19	data	data	NOUN
cblr-7814	163	20	-	-	PUNCT
cblr-7814	163	21	centric	centric	ADJ
cblr-7814	163	22	research	research	NOUN
cblr-7814	163	23	agenda	agenda	NOUN
cblr-7814	163	24	for	for	ADP
cblr-7814	163	25	employment	employment	NOUN
cblr-7814	163	26	and	and	CCONJ
cblr-7814	163	27	labor	labor	NOUN
cblr-7814	163	28	law	law	NOUN
cblr-7814	163	29	,	,	PUNCT
cblr-7814	163	30	63	63	NUM
cblr-7814	163	31	st	st	PROPN
cblr-7814	163	32	.	.	PROPN
cblr-7814	163	33	louis	louis	PROPN
cblr-7814	163	34	u.	u.	PROPN
cblr-7814	163	35	l.j	l.j	PROPN
cblr-7814	163	36	.	.	PROPN
cblr-7814	163	37	21	21	NUM
cblr-7814	163	38	,	,	PUNCT
cblr-7814	163	39	52	52	NUM
cblr-7814	163	40	(	(	PUNCT
cblr-7814	163	41	2018	2018	NUM
cblr-7814	163	42	)	)	PUNCT
cblr-7814	163	43	(	(	PUNCT
cblr-7814	163	44	discussing	discuss	VERB
cblr-7814	163	45	this	this	DET
cblr-7814	163	46	issue	issue	NOUN
cblr-7814	163	47	with	with	ADP
cblr-7814	163	48	an	an	DET
cblr-7814	163	49	emphasis	emphasis	NOUN
cblr-7814	163	50	on	on	ADP
cblr-7814	163	51	wearable	wearable	ADJ
cblr-7814	163	52	technology	technology	NOUN
cblr-7814	163	53	)	)	PUNCT
cblr-7814	163	54	.	.	PUNCT
cblr-7814	164	1	61	61	NUM
cblr-7814	164	2	see	see	VERB
cblr-7814	164	3	bodie	bodie	PROPN
cblr-7814	164	4	et	et	PROPN
cblr-7814	164	5	al	al	PROPN
cblr-7814	164	6	.	.	PROPN
cblr-7814	164	7	,	,	PUNCT
cblr-7814	164	8	supra	supra	PROPN
cblr-7814	164	9	note	note	VERB
cblr-7814	164	10	37	37	NUM
cblr-7814	164	11	,	,	PUNCT
cblr-7814	164	12	at	at	ADP
cblr-7814	164	13	1001	1001	NUM
cblr-7814	164	14	.	.	PUNCT
cblr-7814	165	1	62	62	NUM
cblr-7814	165	2	see	see	VERB
cblr-7814	165	3	jason	jason	PROPN
cblr-7814	165	4	bloomberg	bloomberg	PROPN
cblr-7814	165	5	,	,	PUNCT
cblr-7814	165	6	from	from	ADP
cblr-7814	165	7	fitbit	fitbit	NOUN
cblr-7814	165	8	to	to	ADP
cblr-7814	165	9	volkswagen	volkswagen	NOUN
cblr-7814	165	10	:	:	PUNCT
cblr-7814	165	11	the	the	DET
cblr-7814	165	12	dangers	danger	NOUN
cblr-7814	165	13	of	of	ADP
cblr-7814	165	14	inaccurate	inaccurate	ADJ
cblr-7814	165	15	data	datum	NOUN
cblr-7814	165	16	,	,	PUNCT
cblr-7814	165	17	forbes	forbes	PROPN
cblr-7814	165	18	(	(	PUNCT
cblr-7814	165	19	jan	jan	PROPN
cblr-7814	165	20	.	.	PROPN
cblr-7814	165	21	10	10	NUM
cblr-7814	165	22	,	,	PUNCT
cblr-7814	165	23	2016	2016	NUM
cblr-7814	165	24	,	,	PUNCT
cblr-7814	165	25	10:28	10:28	NUM
cblr-7814	165	26	pm	pm	NOUN
cblr-7814	165	27	)	)	PUNCT
cblr-7814	165	28	,	,	PUNCT
cblr-7814	165	29	https://www.forbes.com/sites/jasonbloomberg/2016/01/10/from-fitbit-tovolkswagen-the-dangers-of-inaccurate-data/#527a0031653d	https://www.forbes.com/sites/jasonbloomberg/2016/01/10/from-fitbit-tovolkswagen-the-dangers-of-inaccurate-data/#527a0031653d	X
cblr-7814	166	1	[	[	X
cblr-7814	166	2	https://perma.cc/b83n-3waa	https://perma.cc/b83n-3waa	X
cblr-7814	166	3	]	]	X
cblr-7814	166	4	(	(	PUNCT
cblr-7814	166	5	discussing	discuss	VERB
cblr-7814	166	6	accuracy	accuracy	NOUN
cblr-7814	166	7	issues	issue	NOUN
cblr-7814	166	8	)	)	PUNCT
cblr-7814	166	9	;	;	PUNCT
cblr-7814	166	10	ajunwa	ajunwa	VERB
cblr-7814	166	11	,	,	PUNCT
cblr-7814	166	12	supra	supra	PROPN
cblr-7814	166	13	note	note	PROPN
cblr-7814	166	14	54	54	NUM
cblr-7814	166	15	,	,	PUNCT
cblr-7814	166	16	at	at	ADP
cblr-7814	166	17	47	47	NUM
cblr-7814	166	18	(	(	PUNCT
cblr-7814	166	19	discussing	discuss	VERB
cblr-7814	166	20	employers	employer	NOUN
cblr-7814	166	21	’	’	PART
cblr-7814	166	22	use	use	NOUN
cblr-7814	166	23	of	of	ADP
cblr-7814	166	24	the	the	DET
cblr-7814	166	25	fitbit	fitbit	NOUN
cblr-7814	166	26	)	)	PUNCT
cblr-7814	166	27	.	.	PUNCT
cblr-7814	167	1	pedersen	pedersen	NOUN
cblr-7814	167	2	(	(	PUNCT
cblr-7814	167	3	note	note	NOUN
cblr-7814	167	4	)	)	PUNCT
cblr-7814	167	5	1/15/2021	1/15/2021	NUM
cblr-7814	167	6	5:01	5:01	NUM
cblr-7814	167	7	pm	pm	NOUN
cblr-7814	167	8	no	no	INTJ
cblr-7814	167	9	.	.	PUNCT
cblr-7814	168	1	3:1122	3:1122	NUM
cblr-7814	168	2	]	]	X
cblr-7814	168	3	people	people	NOUN
cblr-7814	168	4	analytics	analytic	NOUN
cblr-7814	168	5	and	and	CCONJ
cblr-7814	168	6	individual	individual	ADJ
cblr-7814	168	7	autonomy	autonomy	NOUN
cblr-7814	168	8	1135	1135	NUM
cblr-7814	168	9	known	know	VERB
cblr-7814	168	10	patterns.63	patterns.63	NOUN
cblr-7814	168	11	no	no	DET
cblr-7814	168	12	statistical	statistical	ADJ
cblr-7814	168	13	model	model	NOUN
cblr-7814	168	14	is	be	AUX
cblr-7814	168	15	perfect	perfect	ADJ
cblr-7814	168	16	and	and	CCONJ
cblr-7814	168	17	each	each	PRON
cblr-7814	168	18	involves	involve	VERB
cblr-7814	168	19	unique	unique	ADJ
cblr-7814	168	20	tradeoffs	tradeoff	NOUN
cblr-7814	168	21	,	,	PUNCT
cblr-7814	168	22	so	so	SCONJ
cblr-7814	168	23	employers	employer	NOUN
cblr-7814	168	24	choose	choose	VERB
cblr-7814	168	25	models	model	NOUN
cblr-7814	168	26	based	base	VERB
cblr-7814	168	27	on	on	ADP
cblr-7814	168	28	available	available	ADJ
cblr-7814	168	29	data	datum	NOUN
cblr-7814	168	30	and	and	CCONJ
cblr-7814	168	31	current	current	ADJ
cblr-7814	168	32	business	business	NOUN
cblr-7814	168	33	objectives.64	objectives.64	NOUN
cblr-7814	168	34	as	as	SCONJ
cblr-7814	168	35	reality	reality	NOUN
cblr-7814	168	36	diverges	diverge	VERB
cblr-7814	168	37	from	from	ADP
cblr-7814	168	38	the	the	DET
cblr-7814	168	39	assumptions	assumption	NOUN
cblr-7814	168	40	underlying	underlie	VERB
cblr-7814	168	41	those	those	DET
cblr-7814	168	42	models	model	NOUN
cblr-7814	168	43	,	,	PUNCT
cblr-7814	168	44	however	however	ADV
cblr-7814	168	45	,	,	PUNCT
cblr-7814	168	46	the	the	DET
cblr-7814	168	47	accuracy	accuracy	NOUN
cblr-7814	168	48	of	of	ADP
cblr-7814	168	49	their	their	PRON
cblr-7814	168	50	analyses	analysis	NOUN
cblr-7814	168	51	may	may	AUX
cblr-7814	168	52	decline.65	decline.65	VERB
cblr-7814	168	53	the	the	DET
cblr-7814	168	54	key	key	ADJ
cblr-7814	168	55	issue	issue	NOUN
cblr-7814	168	56	“	"	PUNCT
cblr-7814	168	57	is	be	AUX
cblr-7814	168	58	that	that	SCONJ
cblr-7814	168	59	no	no	DET
cblr-7814	168	60	one	one	NOUN
cblr-7814	168	61	knows	know	VERB
cblr-7814	168	62	what	what	PRON
cblr-7814	168	63	the	the	DET
cblr-7814	168	64	predictive	predictive	ADJ
cblr-7814	168	65	outcome	outcome	NOUN
cblr-7814	168	66	will	will	AUX
cblr-7814	168	67	be	be	AUX
cblr-7814	168	68	and	and	CCONJ
cblr-7814	168	69	whether	whether	SCONJ
cblr-7814	168	70	that	that	DET
cblr-7814	168	71	prediction	prediction	NOUN
cblr-7814	168	72	will	will	AUX
cblr-7814	168	73	be	be	AUX
cblr-7814	168	74	valid	valid	ADJ
cblr-7814	168	75	the	the	DET
cblr-7814	168	76	next	next	ADJ
cblr-7814	168	77	day	day	NOUN
cblr-7814	168	78	or	or	CCONJ
cblr-7814	168	79	the	the	DET
cblr-7814	168	80	one	one	NOUN
cblr-7814	168	81	after	after	ADP
cblr-7814	168	82	that	that	PRON
cblr-7814	168	83	.	.	PUNCT
cblr-7814	169	1	”66	”66	NOUN
cblr-7814	169	2	moreover	moreover	ADV
cblr-7814	169	3	,	,	PUNCT
cblr-7814	169	4	correction	correction	NOUN
cblr-7814	169	5	may	may	AUX
cblr-7814	169	6	be	be	AUX
cblr-7814	169	7	difficult	difficult	ADJ
cblr-7814	169	8	.	.	PUNCT
cblr-7814	170	1	models	model	NOUN
cblr-7814	170	2	usually	usually	ADV
cblr-7814	170	3	detect	detect	VERB
cblr-7814	170	4	correlations	correlation	NOUN
cblr-7814	170	5	among	among	ADP
cblr-7814	170	6	diverse	diverse	ADJ
cblr-7814	170	7	data	datum	NOUN
cblr-7814	170	8	from	from	ADP
cblr-7814	170	9	incredibly	incredibly	ADV
cblr-7814	170	10	varied	varied	ADJ
cblr-7814	170	11	sources	source	NOUN
cblr-7814	170	12	,	,	PUNCT
cblr-7814	170	13	so	so	SCONJ
cblr-7814	170	14	their	their	PRON
cblr-7814	170	15	predictions	prediction	NOUN
cblr-7814	170	16	will	will	AUX
cblr-7814	170	17	be	be	AUX
cblr-7814	170	18	“	"	PUNCT
cblr-7814	170	19	founded	found	VERB
cblr-7814	170	20	on	on	ADP
cblr-7814	170	21	informational	informational	ADJ
cblr-7814	170	22	attributes	attribute	NOUN
cblr-7814	170	23	that	that	PRON
cblr-7814	170	24	are	be	AUX
cblr-7814	170	25	increasingly	increasingly	ADV
cblr-7814	170	26	random	random	ADJ
cblr-7814	170	27	and	and	CCONJ
cblr-7814	170	28	unintuitive	unintuitive	ADJ
cblr-7814	170	29	to	to	ADP
cblr-7814	170	30	both	both	CCONJ
cblr-7814	170	31	the	the	DET
cblr-7814	170	32	employee	employee	NOUN
cblr-7814	170	33	and	and	CCONJ
cblr-7814	170	34	the	the	DET
cblr-7814	170	35	employer	employer	NOUN
cblr-7814	170	36	.	.	PUNCT
cblr-7814	171	1	”67	”67	PROPN
cblr-7814	171	2	large	large	ADJ
cblr-7814	171	3	data	data	NOUN
cblr-7814	171	4	sets	set	NOUN
cblr-7814	171	5	are	be	AUX
cblr-7814	171	6	especially	especially	ADV
cblr-7814	171	7	vulnerable	vulnerable	ADJ
cblr-7814	171	8	“	"	PUNCT
cblr-7814	171	9	to	to	ADP
cblr-7814	171	10	generating	generating	NOUN
cblr-7814	171	11	.	.	PUNCT
cblr-7814	172	1	.	.	PUNCT
cblr-7814	172	2	.	.	PUNCT
cblr-7814	173	1	false	false	ADJ
cblr-7814	173	2	or	or	CCONJ
cblr-7814	173	3	spurious	spurious	ADJ
cblr-7814	173	4	statistical	statistical	ADJ
cblr-7814	173	5	relationships	relationship	NOUN
cblr-7814	173	6	.	.	PUNCT
cblr-7814	173	7	.	.	PUNCT
cblr-7814	173	8	.	.	PUNCT
cblr-7814	173	9	.	.	PUNCT
cblr-7814	174	1	because	because	SCONJ
cblr-7814	174	2	the	the	DET
cblr-7814	174	3	risk	risk	NOUN
cblr-7814	174	4	of	of	ADP
cblr-7814	174	5	an	an	DET
cblr-7814	174	6	algorithm	algorithm	NOUN
cblr-7814	174	7	surfacing	surface	VERB
cblr-7814	174	8	a	a	DET
cblr-7814	174	9	statistically	statistically	ADV
cblr-7814	174	10	significant	significant	ADJ
cblr-7814	174	11	but	but	CCONJ
cblr-7814	174	12	contextually	contextually	ADV
cblr-7814	174	13	meaningless	meaningless	ADJ
cblr-7814	174	14	connection	connection	NOUN
cblr-7814	174	15	between	between	ADP
cblr-7814	174	16	variables	variable	NOUN
cblr-7814	174	17	increases	increase	NOUN
cblr-7814	174	18	as	as	ADP
cblr-7814	174	19	the	the	DET
cblr-7814	174	20	size	size	NOUN
cblr-7814	174	21	of	of	ADP
cblr-7814	174	22	the	the	DET
cblr-7814	174	23	data	data	NOUN
cblr-7814	174	24	sets	set	VERB
cblr-7814	174	25	increases	increase	NOUN
cblr-7814	174	26	.	.	PUNCT
cblr-7814	174	27	”68	”68	PROPN
cblr-7814	174	28	thus	thus	ADV
cblr-7814	174	29	,	,	PUNCT
cblr-7814	174	30	it	it	PRON
cblr-7814	174	31	is	be	AUX
cblr-7814	174	32	necessary	necessary	ADJ
cblr-7814	174	33	to	to	PART
cblr-7814	174	34	understand	understand	VERB
cblr-7814	174	35	the	the	DET
cblr-7814	174	36	assumptions	assumption	NOUN
cblr-7814	174	37	underlying	underlie	VERB
cblr-7814	174	38	a	a	DET
cblr-7814	174	39	model	model	NOUN
cblr-7814	174	40	and	and	CCONJ
cblr-7814	174	41	to	to	PART
cblr-7814	174	42	test	test	VERB
cblr-7814	174	43	and	and	CCONJ
cblr-7814	174	44	improve	improve	VERB
cblr-7814	174	45	the	the	DET
cblr-7814	174	46	model	model	NOUN
cblr-7814	174	47	continually	continually	ADV
cblr-7814	174	48	to	to	PART
cblr-7814	174	49	ensure	ensure	VERB
cblr-7814	174	50	that	that	SCONJ
cblr-7814	174	51	its	its	PRON
cblr-7814	174	52	outputs	output	NOUN
cblr-7814	174	53	do	do	AUX
cblr-7814	174	54	not	not	PART
cblr-7814	174	55	tend	tend	VERB
cblr-7814	174	56	towards	towards	ADP
cblr-7814	174	57	arbitrariness	arbitrariness	NOUN
cblr-7814	174	58	or	or	CCONJ
cblr-7814	174	59	irrelevance	irrelevance	NOUN
cblr-7814	174	60	.	.	PUNCT
cblr-7814	175	1	this	this	DET
cblr-7814	175	2	verification	verification	NOUN
cblr-7814	175	3	requires	require	VERB
cblr-7814	175	4	algorithmic	algorithmic	ADJ
cblr-7814	175	5	transparency.69	transparency.69	PROPN
cblr-7814	175	6	when	when	SCONJ
cblr-7814	175	7	a	a	DET
cblr-7814	175	8	programmer	programmer	NOUN
cblr-7814	175	9	designs	design	VERB
cblr-7814	175	10	an	an	DET
cblr-7814	175	11	algorithm	algorithm	NOUN
cblr-7814	175	12	,	,	PUNCT
cblr-7814	175	13	they	they	PRON
cblr-7814	175	14	must	must	AUX
cblr-7814	175	15	identify	identify	VERB
cblr-7814	175	16	the	the	DET
cblr-7814	175	17	variables	variable	NOUN
cblr-7814	175	18	the	the	DET
cblr-7814	175	19	algorithm	algorithm	NOUN
cblr-7814	175	20	will	will	AUX
cblr-7814	175	21	use	use	VERB
cblr-7814	175	22	as	as	ADP
cblr-7814	175	23	inputs	input	NOUN
cblr-7814	175	24	and	and	CCONJ
cblr-7814	175	25	the	the	DET
cblr-7814	175	26	63	63	NUM
cblr-7814	175	27	see	see	VERB
cblr-7814	175	28	bart	bart	PROPN
cblr-7814	175	29	w.	w.	PROPN
cblr-7814	175	30	schermer	schermer	PROPN
cblr-7814	175	31	,	,	PUNCT
cblr-7814	175	32	the	the	DET
cblr-7814	175	33	limits	limit	NOUN
cblr-7814	175	34	of	of	ADP
cblr-7814	175	35	privacy	privacy	NOUN
cblr-7814	175	36	in	in	ADP
cblr-7814	175	37	automated	automate	VERB
cblr-7814	175	38	profiling	profiling	NOUN
cblr-7814	175	39	and	and	CCONJ
cblr-7814	175	40	data	datum	NOUN
cblr-7814	175	41	mining	mining	NOUN
cblr-7814	175	42	,	,	PUNCT
cblr-7814	175	43	27	27	NUM
cblr-7814	175	44	comput	comput	NOUN
cblr-7814	175	45	.	.	PUNCT
cblr-7814	176	1	l.	l.	PROPN
cblr-7814	176	2	&	&	CCONJ
cblr-7814	176	3	sec	sec	PROPN
cblr-7814	176	4	.	.	PROPN
cblr-7814	176	5	rev	rev	PROPN
cblr-7814	176	6	.	.	PROPN
cblr-7814	176	7	45	45	NUM
cblr-7814	176	8	,	,	PUNCT
cblr-7814	176	9	46	46	NUM
cblr-7814	176	10	(	(	PUNCT
cblr-7814	176	11	2011	2011	NUM
cblr-7814	176	12	)	)	PUNCT
cblr-7814	176	13	.	.	PUNCT
cblr-7814	177	1	64	64	NUM
cblr-7814	177	2	cf	cf	NOUN
cblr-7814	177	3	.	.	PUNCT
cblr-7814	178	1	wu	wu	PROPN
cblr-7814	178	2	&	&	CCONJ
cblr-7814	178	3	coggeshall	coggeshall	PROPN
cblr-7814	178	4	,	,	PUNCT
cblr-7814	178	5	supra	supra	PROPN
cblr-7814	178	6	note	note	NOUN
cblr-7814	178	7	53	53	NUM
cblr-7814	178	8	,	,	PUNCT
cblr-7814	178	9	at	at	ADP
cblr-7814	178	10	1–3	1–3	PROPN
cblr-7814	178	11	(	(	PUNCT
cblr-7814	178	12	discussing	discuss	VERB
cblr-7814	178	13	the	the	DET
cblr-7814	178	14	modelbuilding	modelbuilding	NOUN
cblr-7814	178	15	process	process	NOUN
cblr-7814	178	16	)	)	PUNCT
cblr-7814	178	17	.	.	PUNCT
cblr-7814	179	1	65	65	NUM
cblr-7814	179	2	see	see	VERB
cblr-7814	179	3	i	i	PRON
cblr-7814	179	4	d.	d.	PROPN
cblr-7814	179	5	at	at	ADP
cblr-7814	179	6	4–5	4–5	PROPN
cblr-7814	179	7	.	.	PROPN
cblr-7814	179	8	66	66	NUM
cblr-7814	179	9	mark	mark	PROPN
cblr-7814	179	10	burdon	burdon	PROPN
cblr-7814	179	11	&	&	CCONJ
cblr-7814	179	12	paul	paul	PROPN
cblr-7814	179	13	harpur	harpur	PROPN
cblr-7814	179	14	,	,	PUNCT
cblr-7814	179	15	re	re	VERB
cblr-7814	179	16	-	-	VERB
cblr-7814	179	17	conceptualising	conceptualise	VERB
cblr-7814	179	18	privacy	privacy	NOUN
cblr-7814	179	19	and	and	CCONJ
cblr-7814	179	20	discrimination	discrimination	NOUN
cblr-7814	179	21	in	in	ADP
cblr-7814	179	22	an	an	DET
cblr-7814	179	23	age	age	NOUN
cblr-7814	179	24	of	of	ADP
cblr-7814	179	25	talent	talent	NOUN
cblr-7814	179	26	analytics	analytic	NOUN
cblr-7814	179	27	,	,	PUNCT
cblr-7814	179	28	37	37	NUM
cblr-7814	179	29	univ	univ	PROPN
cblr-7814	179	30	.	.	PUNCT
cblr-7814	180	1	new	new	ADJ
cblr-7814	180	2	s.	s.	PROPN
cblr-7814	180	3	wales	wales	PROPN
cblr-7814	180	4	l.j	l.j	PROPN
cblr-7814	180	5	.	.	PROPN
cblr-7814	180	6	679	679	NUM
cblr-7814	180	7	,	,	PUNCT
cblr-7814	180	8	701	701	NUM
cblr-7814	180	9	(	(	PUNCT
cblr-7814	180	10	2014	2014	NUM
cblr-7814	180	11	)	)	PUNCT
cblr-7814	180	12	.	.	PUNCT
cblr-7814	181	1	67	67	NUM
cblr-7814	181	2	see	see	VERB
cblr-7814	181	3	i	i	PRON
cblr-7814	181	4	d.	d.	PROPN
cblr-7814	181	5	at	at	ADP
cblr-7814	181	6	692	692	NUM
cblr-7814	181	7	.	.	PUNCT
cblr-7814	181	8	68	68	NUM
cblr-7814	181	9	sarah	sarah	PROPN
cblr-7814	181	10	valentine	valentine	PROPN
cblr-7814	181	11	,	,	PUNCT
cblr-7814	181	12	impoverished	impoverished	ADJ
cblr-7814	181	13	algorithms	algorithm	NOUN
cblr-7814	181	14	:	:	PUNCT
cblr-7814	181	15	misguided	misguided	ADJ
cblr-7814	181	16	governments	government	NOUN
cblr-7814	181	17	,	,	PUNCT
cblr-7814	181	18	flawed	flawed	ADJ
cblr-7814	181	19	technologies	technology	NOUN
cblr-7814	181	20	,	,	PUNCT
cblr-7814	181	21	and	and	CCONJ
cblr-7814	181	22	social	social	ADJ
cblr-7814	181	23	control	control	NOUN
cblr-7814	181	24	,	,	PUNCT
cblr-7814	181	25	46	46	NUM
cblr-7814	181	26	fordham	fordham	PROPN
cblr-7814	181	27	urb	urb	PROPN
cblr-7814	181	28	.	.	PUNCT
cblr-7814	182	1	l.j	l.j	PROPN
cblr-7814	182	2	.	.	PROPN
cblr-7814	182	3	364	364	NUM
cblr-7814	182	4	,	,	PUNCT
cblr-7814	182	5	389	389	NUM
cblr-7814	182	6	(	(	PUNCT
cblr-7814	182	7	2019	2019	NUM
cblr-7814	182	8	)	)	PUNCT
cblr-7814	182	9	.	.	PUNCT
cblr-7814	183	1	69	69	NUM
cblr-7814	183	2	see	see	VERB
cblr-7814	183	3	jack	jack	PROPN
cblr-7814	183	4	m.	m.	PROPN
cblr-7814	183	5	balkin	balkin	PROPN
cblr-7814	183	6	,	,	PUNCT
cblr-7814	183	7	the	the	DET
cblr-7814	183	8	three	three	NUM
cblr-7814	183	9	laws	law	NOUN
cblr-7814	183	10	of	of	ADP
cblr-7814	183	11	robotics	robotic	NOUN
cblr-7814	183	12	in	in	ADP
cblr-7814	183	13	the	the	DET
cblr-7814	183	14	age	age	NOUN
cblr-7814	183	15	of	of	ADP
cblr-7814	183	16	big	big	ADJ
cblr-7814	183	17	data	datum	NOUN
cblr-7814	183	18	,	,	PUNCT
cblr-7814	183	19	78	78	NUM
cblr-7814	183	20	ohio	ohio	PROPN
cblr-7814	183	21	st	st	PROPN
cblr-7814	183	22	.	.	PROPN
cblr-7814	183	23	l.j	l.j	PROPN
cblr-7814	183	24	.	.	PROPN
cblr-7814	183	25	1217	1217	NUM
cblr-7814	183	26	,	,	PUNCT
cblr-7814	183	27	1239	1239	NUM
cblr-7814	183	28	(	(	PUNCT
cblr-7814	183	29	2017	2017	NUM
cblr-7814	183	30	)	)	PUNCT
cblr-7814	183	31	(	(	PUNCT
cblr-7814	183	32	noting	note	VERB
cblr-7814	183	33	monitoring	monitoring	NOUN
cblr-7814	183	34	and	and	CCONJ
cblr-7814	183	35	other	other	ADJ
cblr-7814	183	36	issues	issue	NOUN
cblr-7814	183	37	related	relate	VERB
cblr-7814	183	38	to	to	ADP
cblr-7814	183	39	a	a	DET
cblr-7814	183	40	lack	lack	NOUN
cblr-7814	183	41	of	of	ADP
cblr-7814	183	42	algorithmic	algorithmic	ADJ
cblr-7814	183	43	transparency	transparency	NOUN
cblr-7814	183	44	)	)	PUNCT
cblr-7814	183	45	.	.	PUNCT
cblr-7814	184	1	pedersen	pedersen	NOUN
cblr-7814	184	2	(	(	PUNCT
cblr-7814	184	3	note	note	NOUN
cblr-7814	184	4	)	)	PUNCT
cblr-7814	184	5	1/15/2021	1/15/2021	NUM
cblr-7814	184	6	5:01	5:01	NUM
cblr-7814	184	7	pm	pm	PROPN
cblr-7814	184	8	1136	1136	NUM
cblr-7814	184	9	columbia	columbia	PROPN
cblr-7814	184	10	business	business	NOUN
cblr-7814	184	11	law	law	PROPN
cblr-7814	184	12	review	review	NOUN
cblr-7814	184	13	[	[	X
cblr-7814	184	14	vol	vol	NOUN
cblr-7814	184	15	.	.	PUNCT
cblr-7814	184	16	2020	2020	NUM
cblr-7814	184	17	output	output	NOUN
cblr-7814	184	18	variables	variable	NOUN
cblr-7814	184	19	it	it	PRON
cblr-7814	184	20	will	will	AUX
cblr-7814	184	21	“	"	PUNCT
cblr-7814	184	22	target	target	VERB
cblr-7814	184	23	.	.	PUNCT
cblr-7814	185	1	”70	”70	VERB
cblr-7814	185	2	the	the	DET
cblr-7814	185	3	predictive	predictive	ADJ
cblr-7814	185	4	targets	target	NOUN
cblr-7814	185	5	of	of	ADP
cblr-7814	185	6	people	people	NOUN
cblr-7814	185	7	analytics	analytic	NOUN
cblr-7814	185	8	systems	system	NOUN
cblr-7814	185	9	are	be	AUX
cblr-7814	185	10	often	often	ADV
cblr-7814	185	11	,	,	PUNCT
cblr-7814	185	12	at	at	ADP
cblr-7814	185	13	least	least	ADJ
cblr-7814	185	14	in	in	ADP
cblr-7814	185	15	part	part	NOUN
cblr-7814	185	16	,	,	PUNCT
cblr-7814	185	17	qualities	quality	NOUN
cblr-7814	185	18	believed	believe	VERB
cblr-7814	185	19	to	to	PART
cblr-7814	185	20	be	be	AUX
cblr-7814	185	21	necessary	necessary	ADJ
cblr-7814	185	22	for	for	SCONJ
cblr-7814	185	23	a	a	DET
cblr-7814	185	24	“	"	PUNCT
cblr-7814	185	25	good	good	ADJ
cblr-7814	185	26	”	"	PUNCT
cblr-7814	185	27	or	or	CCONJ
cblr-7814	185	28	“	"	PUNCT
cblr-7814	185	29	productive	productive	ADJ
cblr-7814	185	30	”	"	PUNCT
cblr-7814	185	31	employee.71	employee.71	VERB
cblr-7814	185	32	some	some	PRON
cblr-7814	185	33	of	of	ADP
cblr-7814	185	34	the	the	DET
cblr-7814	185	35	most	most	ADV
cblr-7814	185	36	popular	popular	ADJ
cblr-7814	185	37	targets	target	NOUN
cblr-7814	185	38	include	include	VERB
cblr-7814	185	39	measures	measure	NOUN
cblr-7814	185	40	of	of	ADP
cblr-7814	185	41	employees	employee	NOUN
cblr-7814	185	42	’	’	PART
cblr-7814	185	43	values	value	NOUN
cblr-7814	185	44	,	,	PUNCT
cblr-7814	185	45	cultural	cultural	ADJ
cblr-7814	185	46	fit	fit	NOUN
cblr-7814	185	47	,	,	PUNCT
cblr-7814	185	48	and	and	CCONJ
cblr-7814	185	49	engagement.72	engagement.72	NOUN
cblr-7814	185	50	such	such	ADJ
cblr-7814	185	51	measures	measure	NOUN
cblr-7814	185	52	are	be	AUX
cblr-7814	185	53	inherently	inherently	ADV
cblr-7814	185	54	subjective	subjective	ADJ
cblr-7814	185	55	.	.	PUNCT
cblr-7814	186	1	thus	thus	ADV
cblr-7814	186	2	,	,	PUNCT
cblr-7814	186	3	human	human	ADJ
cblr-7814	186	4	biases	bias	NOUN
cblr-7814	186	5	will	will	AUX
cblr-7814	186	6	inevitably	inevitably	ADV
cblr-7814	186	7	infect	infect	VERB
cblr-7814	186	8	the	the	DET
cblr-7814	186	9	algorithm.73	algorithm.73	NOUN
cblr-7814	186	10	the	the	DET
cblr-7814	186	11	complex	complex	ADJ
cblr-7814	186	12	relationship	relationship	NOUN
cblr-7814	186	13	between	between	ADP
cblr-7814	186	14	values	value	NOUN
cblr-7814	186	15	and	and	CCONJ
cblr-7814	186	16	the	the	DET
cblr-7814	186	17	treatment	treatment	NOUN
cblr-7814	186	18	of	of	ADP
cblr-7814	186	19	data	datum	NOUN
cblr-7814	186	20	also	also	ADV
cblr-7814	186	21	require	require	VERB
cblr-7814	186	22	that	that	SCONJ
cblr-7814	186	23	the	the	DET
cblr-7814	186	24	programmers	programmer	NOUN
cblr-7814	186	25	possess	possess	VERB
cblr-7814	186	26	deep	deep	ADJ
cblr-7814	186	27	understandings	understanding	NOUN
cblr-7814	186	28	of	of	ADP
cblr-7814	186	29	the	the	DET
cblr-7814	186	30	contexts	context	NOUN
cblr-7814	186	31	in	in	ADP
cblr-7814	186	32	which	which	PRON
cblr-7814	186	33	the	the	DET
cblr-7814	186	34	algorithms	algorithm	NOUN
cblr-7814	186	35	will	will	AUX
cblr-7814	186	36	operate	operate	VERB
cblr-7814	186	37	.	.	PUNCT
cblr-7814	187	1	but	but	CCONJ
cblr-7814	187	2	especially	especially	ADV
cblr-7814	187	3	given	give	VERB
cblr-7814	187	4	the	the	DET
cblr-7814	187	5	proliferation	proliferation	NOUN
cblr-7814	187	6	of	of	ADP
cblr-7814	187	7	third	third	ADJ
cblr-7814	187	8	-	-	PUNCT
cblr-7814	187	9	party	party	NOUN
cblr-7814	187	10	people	people	NOUN
cblr-7814	187	11	analytics	analytic	NOUN
cblr-7814	187	12	vendors	vendor	NOUN
cblr-7814	187	13	,	,	PUNCT
cblr-7814	187	14	this	this	DET
cblr-7814	187	15	knowledge	knowledge	NOUN
cblr-7814	187	16	is	be	AUX
cblr-7814	187	17	typically	typically	ADV
cblr-7814	187	18	absent	absent	ADJ
cblr-7814	187	19	among	among	ADP
cblr-7814	187	20	those	those	PRON
cblr-7814	187	21	developing	develop	VERB
cblr-7814	187	22	the	the	DET
cblr-7814	187	23	algorithm.74	algorithm.74	NOUN
cblr-7814	187	24	the	the	DET
cblr-7814	187	25	importance	importance	NOUN
cblr-7814	187	26	of	of	ADP
cblr-7814	187	27	heightened	heightened	ADJ
cblr-7814	187	28	transparency	transparency	NOUN
cblr-7814	187	29	is	be	AUX
cblr-7814	187	30	evident	evident	ADJ
cblr-7814	187	31	in	in	ADP
cblr-7814	187	32	the	the	DET
cblr-7814	187	33	failures	failure	NOUN
cblr-7814	187	34	of	of	ADP
cblr-7814	187	35	the	the	DET
cblr-7814	187	36	privately	privately	ADV
cblr-7814	187	37	-	-	PUNCT
cblr-7814	187	38	developed	develop	VERB
cblr-7814	187	39	“	"	PUNCT
cblr-7814	187	40	value	value	NOUN
cblr-7814	187	41	added	add	VERB
cblr-7814	187	42	”	"	PUNCT
cblr-7814	187	43	algorithms	algorithm	NOUN
cblr-7814	187	44	used	use	VERB
cblr-7814	187	45	by	by	ADP
cblr-7814	187	46	numerous	numerous	ADJ
cblr-7814	187	47	school	school	NOUN
cblr-7814	187	48	districts	district	NOUN
cblr-7814	187	49	around	around	ADP
cblr-7814	187	50	the	the	DET
cblr-7814	187	51	country	country	NOUN
cblr-7814	187	52	to	to	PART
cblr-7814	187	53	predict	predict	VERB
cblr-7814	187	54	teacher	teacher	NOUN
cblr-7814	187	55	competency	competency	NOUN
cblr-7814	187	56	and	and	CCONJ
cblr-7814	187	57	guide	guide	VERB
cblr-7814	187	58	termination	termination	NOUN
cblr-7814	187	59	decisions.75	decisions.75	PROPN
cblr-7814	187	60	teachers	teachers	PROPN
cblr-7814	187	61	’	'	PUNCT
cblr-7814	187	62	unions	union	NOUN
cblr-7814	187	63	led	lead	VERB
cblr-7814	187	64	the	the	DET
cblr-7814	187	65	effort	effort	NOUN
cblr-7814	187	66	to	to	PART
cblr-7814	187	67	question	question	VERB
cblr-7814	187	68	these	these	DET
cblr-7814	187	69	70	70	NUM
cblr-7814	187	70	see	see	VERB
cblr-7814	187	71	ignacio	ignacio	PROPN
cblr-7814	187	72	n.	n.	PROPN
cblr-7814	187	73	cofone	cofone	PROPN
cblr-7814	187	74	,	,	PUNCT
cblr-7814	187	75	algorithmic	algorithmic	ADJ
cblr-7814	187	76	discrimination	discrimination	NOUN
cblr-7814	187	77	is	be	AUX
cblr-7814	187	78	an	an	DET
cblr-7814	187	79	information	information	NOUN
cblr-7814	187	80	problem	problem	NOUN
cblr-7814	187	81	,	,	PUNCT
cblr-7814	187	82	70	70	NUM
cblr-7814	187	83	hastings	hastings	PROPN
cblr-7814	187	84	l.j	l.j	PROPN
cblr-7814	187	85	.	.	PROPN
cblr-7814	187	86	1389	1389	NUM
cblr-7814	187	87	,	,	PUNCT
cblr-7814	187	88	1402	1402	NUM
cblr-7814	187	89	(	(	PUNCT
cblr-7814	187	90	2019	2019	NUM
cblr-7814	187	91	)	)	PUNCT
cblr-7814	187	92	.	.	PUNCT
cblr-7814	188	1	71	71	NUM
cblr-7814	188	2	see	see	VERB
cblr-7814	188	3	bodie	bodie	PROPN
cblr-7814	188	4	et	et	PROPN
cblr-7814	188	5	al	al	PROPN
cblr-7814	188	6	.	.	PROPN
cblr-7814	188	7	,	,	PUNCT
cblr-7814	188	8	supra	supra	PROPN
cblr-7814	188	9	note	note	VERB
cblr-7814	188	10	37	37	NUM
cblr-7814	188	11	,	,	PUNCT
cblr-7814	188	12	at	at	ADP
cblr-7814	188	13	1018	1018	NUM
cblr-7814	188	14	.	.	PUNCT
cblr-7814	189	1	72	72	NUM
cblr-7814	189	2	see	see	NOUN
cblr-7814	189	3	tursunbayeva	tursunbayeva	PROPN
cblr-7814	189	4	et	et	PROPN
cblr-7814	189	5	al	al	PROPN
cblr-7814	189	6	.	.	PROPN
cblr-7814	189	7	,	,	PUNCT
cblr-7814	189	8	supra	supra	PROPN
cblr-7814	189	9	note	note	PROPN
cblr-7814	189	10	11	11	NUM
cblr-7814	189	11	,	,	PUNCT
cblr-7814	189	12	at	at	ADP
cblr-7814	189	13	230	230	NUM
cblr-7814	189	14	(	(	PUNCT
cblr-7814	189	15	discussing	discuss	VERB
cblr-7814	189	16	the	the	DET
cblr-7814	189	17	aims	aim	NOUN
cblr-7814	189	18	of	of	ADP
cblr-7814	189	19	people	people	NOUN
cblr-7814	189	20	analytics	analytic	NOUN
cblr-7814	189	21	)	)	PUNCT
cblr-7814	189	22	.	.	PUNCT
cblr-7814	190	1	73	73	NUM
cblr-7814	190	2	see	see	VERB
cblr-7814	190	3	cofone	cofone	NOUN
cblr-7814	190	4	,	,	PUNCT
cblr-7814	190	5	supra	supra	PROPN
cblr-7814	190	6	note	note	NOUN
cblr-7814	190	7	70	70	NUM
cblr-7814	190	8	,	,	PUNCT
cblr-7814	190	9	at	at	ADP
cblr-7814	190	10	1402	1402	NUM
cblr-7814	190	11	.	.	PUNCT
cblr-7814	191	1	74	74	NUM
cblr-7814	191	2	see	see	VERB
cblr-7814	191	3	valentine	valentine	PROPN
cblr-7814	191	4	,	,	PUNCT
cblr-7814	191	5	supra	supra	PROPN
cblr-7814	191	6	note	note	PROPN
cblr-7814	191	7	68	68	NUM
cblr-7814	191	8	,	,	PUNCT
cblr-7814	191	9	at	at	ADP
cblr-7814	191	10	374	374	NUM
cblr-7814	191	11	(	(	PUNCT
cblr-7814	191	12	discussing	discuss	VERB
cblr-7814	191	13	the	the	DET
cblr-7814	191	14	unrepresentative	unrepresentative	ADJ
cblr-7814	191	15	population	population	NOUN
cblr-7814	191	16	working	work	VERB
cblr-7814	191	17	in	in	ADP
cblr-7814	191	18	people	people	NOUN
cblr-7814	191	19	analytics	analytic	NOUN
cblr-7814	191	20	)	)	PUNCT
cblr-7814	191	21	.	.	PUNCT
cblr-7814	192	1	75	75	NUM
cblr-7814	192	2	for	for	ADP
cblr-7814	192	3	a	a	DET
cblr-7814	192	4	discussion	discussion	NOUN
cblr-7814	192	5	of	of	ADP
cblr-7814	192	6	these	these	DET
cblr-7814	192	7	algorithms	algorithm	NOUN
cblr-7814	192	8	and	and	CCONJ
cblr-7814	192	9	challenges	challenge	NOUN
cblr-7814	192	10	to	to	ADP
cblr-7814	192	11	them	they	PRON
cblr-7814	192	12	,	,	PUNCT
cblr-7814	192	13	see	see	VERB
cblr-7814	192	14	hannah	hannah	PROPN
cblr-7814	192	15	bloch	bloch	PROPN
cblr-7814	192	16	-	-	PUNCT
cblr-7814	192	17	wehba	wehba	NOUN
cblr-7814	192	18	,	,	PUNCT
cblr-7814	192	19	access	access	NOUN
cblr-7814	192	20	to	to	ADP
cblr-7814	192	21	algorithms	algorithm	NOUN
cblr-7814	192	22	,	,	PUNCT
cblr-7814	192	23	88	88	NUM
cblr-7814	192	24	fordham	fordham	PROPN
cblr-7814	192	25	l.	l.	PROPN
cblr-7814	192	26	rev	rev	PROPN
cblr-7814	192	27	.	.	PROPN
cblr-7814	192	28	1265	1265	NUM
cblr-7814	192	29	,	,	PUNCT
cblr-7814	192	30	1280–83	1280–83	NUM
cblr-7814	192	31	(	(	PUNCT
cblr-7814	192	32	2020	2020	NUM
cblr-7814	192	33	)	)	PUNCT
cblr-7814	192	34	;	;	PUNCT
cblr-7814	192	35	see	see	VERB
cblr-7814	192	36	also	also	ADV
cblr-7814	192	37	houston	houston	PROPN
cblr-7814	192	38	fed’n	fed’n	NUM
cblr-7814	192	39	of	of	ADP
cblr-7814	192	40	tchrs	tchrs	PROPN
cblr-7814	192	41	.	.	PROPN
cblr-7814	192	42	,	,	PUNCT
cblr-7814	192	43	loc	loc	PROPN
cblr-7814	192	44	.	.	PUNCT
cblr-7814	193	1	2415	2415	NUM
cblr-7814	194	1	v.	v.	ADP
cblr-7814	194	2	houston	houston	PROPN
cblr-7814	194	3	indep	indep	NOUN
cblr-7814	194	4	.	.	PUNCT
cblr-7814	195	1	sch	sch	PROPN
cblr-7814	195	2	.	.	PROPN
cblr-7814	195	3	dist	dist	PROPN
cblr-7814	195	4	.	.	PUNCT
cblr-7814	196	1	,	,	PUNCT
cblr-7814	196	2	251	251	NUM
cblr-7814	196	3	f.	f.	PROPN
cblr-7814	196	4	supp	supp	PROPN
cblr-7814	196	5	.	.	PUNCT
cblr-7814	197	1	3d	3d	NUM
cblr-7814	197	2	1168	1168	NUM
cblr-7814	197	3	,	,	PUNCT
cblr-7814	197	4	1177–80	1177–80	PROPN
cblr-7814	197	5	(	(	PUNCT
cblr-7814	197	6	s.d	s.d	PROPN
cblr-7814	197	7	.	.	PUNCT
cblr-7814	198	1	tex	tex	PROPN
cblr-7814	198	2	.	.	PROPN
cblr-7814	198	3	2017	2017	NUM
cblr-7814	198	4	)	)	PUNCT
cblr-7814	198	5	.	.	PUNCT
cblr-7814	199	1	plaintiffs	plaintiff	NOUN
cblr-7814	199	2	’	'	PUNCT
cblr-7814	199	3	success	success	NOUN
cblr-7814	199	4	in	in	ADP
cblr-7814	199	5	this	this	DET
cblr-7814	199	6	matter	matter	NOUN
cblr-7814	199	7	ultimately	ultimately	ADV
cblr-7814	199	8	depended	depend	VERB
cblr-7814	199	9	on	on	ADP
cblr-7814	199	10	the	the	DET
cblr-7814	199	11	testimonies	testimony	NOUN
cblr-7814	199	12	of	of	ADP
cblr-7814	199	13	experts	expert	NOUN
cblr-7814	199	14	and	and	CCONJ
cblr-7814	199	15	the	the	DET
cblr-7814	199	16	developer	developer	NOUN
cblr-7814	199	17	:	:	PUNCT
cblr-7814	199	18	during	during	ADP
cblr-7814	199	19	litigation	litigation	NOUN
cblr-7814	199	20	,	,	PUNCT
cblr-7814	199	21	the	the	DET
cblr-7814	199	22	school	school	NOUN
cblr-7814	199	23	district	district	NOUN
cblr-7814	199	24	could	could	AUX
cblr-7814	199	25	not	not	PART
cblr-7814	199	26	explain	explain	VERB
cblr-7814	199	27	the	the	DET
cblr-7814	199	28	algorithm	algorithm	NOUN
cblr-7814	199	29	’s	’s	PART
cblr-7814	199	30	outputs	output	NOUN
cblr-7814	199	31	and	and	CCONJ
cblr-7814	199	32	refused	refuse	VERB
cblr-7814	199	33	to	to	PART
cblr-7814	199	34	provide	provide	VERB
cblr-7814	199	35	information	information	NOUN
cblr-7814	199	36	about	about	ADP
cblr-7814	199	37	the	the	DET
cblr-7814	199	38	algorithm	algorithm	NOUN
cblr-7814	199	39	itself	itself	PRON
cblr-7814	199	40	,	,	PUNCT
cblr-7814	199	41	arguing	argue	VERB
cblr-7814	199	42	that	that	SCONJ
cblr-7814	199	43	it	it	PRON
cblr-7814	199	44	did	do	AUX
cblr-7814	199	45	not	not	PART
cblr-7814	199	46	have	have	VERB
cblr-7814	199	47	‘	'	PUNCT
cblr-7814	199	48	custody	custody	NOUN
cblr-7814	199	49	,	,	PUNCT
cblr-7814	199	50	control	control	NOUN
cblr-7814	199	51	or	or	CCONJ
cblr-7814	199	52	possession	possession	NOUN
cblr-7814	199	53	’	'	PUNCT
cblr-7814	199	54	of	of	ADP
cblr-7814	199	55	the	the	DET
cblr-7814	199	56	technology	technology	NOUN
cblr-7814	199	57	.	.	PUNCT
cblr-7814	200	1	the	the	DET
cblr-7814	200	2	school	school	NOUN
cblr-7814	200	3	district	district	NOUN
cblr-7814	200	4	also	also	ADV
cblr-7814	200	5	admitted	admit	VERB
cblr-7814	200	6	that	that	SCONJ
cblr-7814	200	7	it	it	PRON
cblr-7814	200	8	ceded	cede	VERB
cblr-7814	200	9	all	all	DET
cblr-7814	200	10	teacher	teacher	NOUN
cblr-7814	200	11	evaluations	evaluation	NOUN
cblr-7814	200	12	to	to	ADP
cblr-7814	200	13	the	the	DET
cblr-7814	200	14	algorithm	algorithm	NOUN
cblr-7814	200	15	’s	’s	PART
cblr-7814	200	16	developer	developer	NOUN
cblr-7814	200	17	and	and	CCONJ
cblr-7814	200	18	did	do	AUX
cblr-7814	200	19	not	not	PART
cblr-7814	200	20	verify	verify	VERB
cblr-7814	200	21	or	or	CCONJ
cblr-7814	200	22	audit	audit	VERB
cblr-7814	200	23	the	the	DET
cblr-7814	200	24	scores	score	NOUN
cblr-7814	200	25	the	the	DET
cblr-7814	200	26	algorithm	algorithm	NOUN
cblr-7814	200	27	provided	provide	VERB
cblr-7814	200	28	.	.	PUNCT
cblr-7814	201	1	valentine	valentine	PROPN
cblr-7814	201	2	,	,	PUNCT
cblr-7814	201	3	supra	supra	PROPN
cblr-7814	201	4	note	note	PROPN
cblr-7814	201	5	68	68	NUM
cblr-7814	201	6	,	,	PUNCT
cblr-7814	201	7	at	at	ADP
cblr-7814	201	8	373	373	NUM
cblr-7814	201	9	(	(	PUNCT
cblr-7814	201	10	footnotes	footnote	NOUN
cblr-7814	201	11	omitted	omit	VERB
cblr-7814	201	12	)	)	PUNCT
cblr-7814	201	13	(	(	PUNCT
cblr-7814	201	14	quoting	quote	VERB
cblr-7814	201	15	houston	houston	PROPN
cblr-7814	201	16	fed’n	fed’n	NOUN
cblr-7814	201	17	of	of	ADP
cblr-7814	201	18	tchrs	tchrs	PROPN
cblr-7814	201	19	,	,	PUNCT
cblr-7814	201	20	251	251	NUM
cblr-7814	201	21	f.	f.	PROPN
cblr-7814	201	22	supp	supp	PROPN
cblr-7814	201	23	.	.	PUNCT
cblr-7814	202	1	3d	3d	NUM
cblr-7814	202	2	.	.	PUNCT
cblr-7814	203	1	at	at	ADP
cblr-7814	203	2	1177	1177	NUM
cblr-7814	203	3	n.28	n.28	NOUN
cblr-7814	203	4	)	)	PUNCT
cblr-7814	203	5	.	.	PUNCT
cblr-7814	204	1	pedersen	pedersen	NOUN
cblr-7814	204	2	(	(	PUNCT
cblr-7814	204	3	note	note	NOUN
cblr-7814	204	4	)	)	PUNCT
cblr-7814	204	5	1/15/2021	1/15/2021	NUM
cblr-7814	204	6	5:01	5:01	NUM
cblr-7814	204	7	pm	pm	NOUN
cblr-7814	204	8	no	no	INTJ
cblr-7814	204	9	.	.	PUNCT
cblr-7814	205	1	3:1122	3:1122	NUM
cblr-7814	205	2	]	]	X
cblr-7814	205	3	people	people	NOUN
cblr-7814	205	4	analytics	analytic	NOUN
cblr-7814	205	5	and	and	CCONJ
cblr-7814	205	6	individual	individual	ADJ
cblr-7814	205	7	autonomy	autonomy	NOUN
cblr-7814	205	8	1137	1137	NUM
cblr-7814	205	9	algorithms	algorithm	NOUN
cblr-7814	205	10	and	and	CCONJ
cblr-7814	205	11	force	force	NOUN
cblr-7814	205	12	disclosures	disclosure	NOUN
cblr-7814	205	13	that	that	PRON
cblr-7814	205	14	laid	lay	VERB
cblr-7814	205	15	bare	bare	ADJ
cblr-7814	205	16	errors	error	NOUN
cblr-7814	205	17	embedded	embed	VERB
cblr-7814	205	18	in	in	ADP
cblr-7814	205	19	their	their	PRON
cblr-7814	205	20	design.76	design.76	PROPN
cblr-7814	205	21	thus	thus	ADV
cblr-7814	205	22	,	,	PUNCT
cblr-7814	205	23	one	one	NUM
cblr-7814	205	24	court	court	NOUN
cblr-7814	205	25	found	find	VERB
cblr-7814	205	26	new	new	PROPN
cblr-7814	205	27	york	york	PROPN
cblr-7814	205	28	’s	’s	PART
cblr-7814	205	29	value	value	NOUN
cblr-7814	205	30	added	add	VERB
cblr-7814	205	31	teacher	teacher	NOUN
cblr-7814	205	32	assessment	assessment	NOUN
cblr-7814	205	33	system	system	NOUN
cblr-7814	205	34	to	to	PART
cblr-7814	205	35	be	be	AUX
cblr-7814	205	36	“	"	PUNCT
cblr-7814	205	37	arbitrary	arbitrary	ADJ
cblr-7814	205	38	and	and	CCONJ
cblr-7814	205	39	capricious	capricious	ADJ
cblr-7814	205	40	”	"	PUNCT
cblr-7814	205	41	in	in	ADP
cblr-7814	205	42	application.77	application.77	ADJ
cblr-7814	205	43	algorithmic	algorithmic	ADJ
cblr-7814	205	44	complexity	complexity	NOUN
cblr-7814	205	45	and	and	CCONJ
cblr-7814	205	46	opacity	opacity	NOUN
cblr-7814	205	47	present	present	ADJ
cblr-7814	205	48	substantial	substantial	ADJ
cblr-7814	205	49	obstacles	obstacle	NOUN
cblr-7814	205	50	to	to	ADP
cblr-7814	205	51	employees	employee	NOUN
cblr-7814	205	52	challenging	challenge	VERB
cblr-7814	205	53	algorithms	algorithm	NOUN
cblr-7814	205	54	’	'	PUNCT
cblr-7814	205	55	discriminatory	discriminatory	ADJ
cblr-7814	205	56	or	or	CCONJ
cblr-7814	205	57	arbitrary	arbitrary	ADJ
cblr-7814	205	58	uses	use	NOUN
cblr-7814	205	59	.	.	PUNCT
cblr-7814	206	1	trade	trade	NOUN
cblr-7814	206	2	secret	secret	ADJ
cblr-7814	206	3	protections	protection	NOUN
cblr-7814	206	4	significantly	significantly	ADV
cblr-7814	206	5	limit	limit	VERB
cblr-7814	206	6	access	access	NOUN
cblr-7814	206	7	to	to	ADP
cblr-7814	206	8	algorithms	algorithm	NOUN
cblr-7814	206	9	’	'	PUNCT
cblr-7814	206	10	underlying	underlie	VERB
cblr-7814	206	11	data	datum	NOUN
cblr-7814	206	12	and	and	CCONJ
cblr-7814	206	13	source	source	NOUN
cblr-7814	206	14	codes	code	NOUN
cblr-7814	206	15	,	,	PUNCT
cblr-7814	206	16	information	information	NOUN
cblr-7814	206	17	that	that	PRON
cblr-7814	206	18	is	be	AUX
cblr-7814	206	19	integral	integral	ADJ
cblr-7814	206	20	to	to	ADP
cblr-7814	206	21	plaintiffs	plaintiff	NOUN
cblr-7814	206	22	’	'	PUNCT
cblr-7814	206	23	ability	ability	NOUN
cblr-7814	206	24	to	to	PART
cblr-7814	206	25	show	show	VERB
cblr-7814	206	26	discriminatory	discriminatory	ADJ
cblr-7814	206	27	impact.78	impact.78	NOUN
cblr-7814	206	28	moreover	moreover	ADV
cblr-7814	206	29	,	,	PUNCT
cblr-7814	206	30	even	even	ADV
cblr-7814	206	31	employers	employer	NOUN
cblr-7814	206	32	may	may	AUX
cblr-7814	206	33	be	be	AUX
cblr-7814	206	34	blind	blind	ADJ
cblr-7814	206	35	to	to	ADP
cblr-7814	206	36	algorithms	algorithm	NOUN
cblr-7814	206	37	’	'	PUNCT
cblr-7814	206	38	mechanics	mechanic	NOUN
cblr-7814	206	39	,	,	PUNCT
cblr-7814	206	40	either	either	CCONJ
cblr-7814	206	41	because	because	SCONJ
cblr-7814	206	42	third	third	ADJ
cblr-7814	206	43	-	-	PUNCT
cblr-7814	206	44	party	party	NOUN
cblr-7814	206	45	vendors	vendor	NOUN
cblr-7814	206	46	developed	develop	VERB
cblr-7814	206	47	the	the	DET
cblr-7814	206	48	algorithms79	algorithms79	NOUN
cblr-7814	206	49	or	or	CCONJ
cblr-7814	206	50	because	because	SCONJ
cblr-7814	206	51	machine	machine	NOUN
cblr-7814	206	52	learning	learn	VERB
cblr-7814	206	53	algorithms	algorithm	NOUN
cblr-7814	206	54	may	may	AUX
cblr-7814	206	55	“	"	PUNCT
cblr-7814	206	56	independently	independently	ADV
cblr-7814	206	57	update	update	VERB
cblr-7814	206	58	[	[	X
cblr-7814	206	59	]	]	X
cblr-7814	206	60	the	the	DET
cblr-7814	206	61	variables	variable	NOUN
cblr-7814	206	62	or	or	CCONJ
cblr-7814	206	63	interactions	interaction	NOUN
cblr-7814	206	64	[	[	X
cblr-7814	206	65	they	they	PRON
cblr-7814	206	66	]	]	PUNCT
cblr-7814	206	67	consider	consider	VERB
cblr-7814	206	68	[	[	X
cblr-7814	206	69	]	]	X
cblr-7814	206	70	in	in	ADP
cblr-7814	206	71	reaction	reaction	NOUN
cblr-7814	206	72	to	to	ADP
cblr-7814	206	73	the	the	DET
cblr-7814	206	74	data	datum	NOUN
cblr-7814	206	75	[	[	X
cblr-7814	206	76	they	they	PRON
cblr-7814	206	77	]	]	PUNCT
cblr-7814	206	78	receive	receive	VERB
cblr-7814	206	79	[	[	X
cblr-7814	206	80	]	]	X
cblr-7814	206	81	,	,	PUNCT
cblr-7814	206	82	”	"	PUNCT
cblr-7814	206	83	making	make	VERB
cblr-7814	206	84	their	their	PRON
cblr-7814	206	85	reasoning	reasoning	NOUN
cblr-7814	206	86	unclear.80	unclear.80	NOUN
cblr-7814	207	1	3	3	X
cblr-7814	207	2	.	.	PUNCT
cblr-7814	207	3	training	training	NOUN
cblr-7814	207	4	algorithms	algorithm	NOUN
cblr-7814	207	5	after	after	ADP
cblr-7814	207	6	choosing	choose	VERB
cblr-7814	207	7	a	a	DET
cblr-7814	207	8	model	model	NOUN
cblr-7814	207	9	,	,	PUNCT
cblr-7814	207	10	including	include	VERB
cblr-7814	207	11	input	input	NOUN
cblr-7814	207	12	and	and	CCONJ
cblr-7814	207	13	target	target	NOUN
cblr-7814	207	14	variables	variable	NOUN
cblr-7814	207	15	,	,	PUNCT
cblr-7814	207	16	a	a	DET
cblr-7814	207	17	programmer	programmer	NOUN
cblr-7814	207	18	trains	train	VERB
cblr-7814	207	19	their	their	PRON
cblr-7814	207	20	algorithm	algorithm	NOUN
cblr-7814	207	21	to	to	PART
cblr-7814	207	22	make	make	VERB
cblr-7814	207	23	predictions	prediction	NOUN
cblr-7814	207	24	using	use	VERB
cblr-7814	207	25	a	a	DET
cblr-7814	207	26	set	set	NOUN
cblr-7814	207	27	of	of	ADP
cblr-7814	207	28	“	"	PUNCT
cblr-7814	207	29	training	training	NOUN
cblr-7814	207	30	data	datum	NOUN
cblr-7814	207	31	”	"	PUNCT
cblr-7814	207	32	assumed	assume	VERB
cblr-7814	207	33	to	to	PART
cblr-7814	207	34	“	"	PUNCT
cblr-7814	207	35	follow	follow	VERB
cblr-7814	207	36	the	the	DET
cblr-7814	207	37	same	same	ADJ
cblr-7814	207	38	distribution	distribution	NOUN
cblr-7814	207	39	as	as	ADP
cblr-7814	207	40	the	the	DET
cblr-7814	207	41	data	datum	NOUN
cblr-7814	207	42	on	on	ADP
cblr-7814	207	43	which	which	PRON
cblr-7814	207	44	that	that	DET
cblr-7814	207	45	model	model	NOUN
cblr-7814	207	46	will	will	AUX
cblr-7814	207	47	have	have	VERB
cblr-7814	207	48	to	to	PART
cblr-7814	207	49	work	work	VERB
cblr-7814	207	50	.	.	PUNCT
cblr-7814	208	1	”81	”81	VERB
cblr-7814	208	2	any	any	DET
cblr-7814	208	3	inaccuracies	inaccuracy	NOUN
cblr-7814	208	4	or	or	CCONJ
cblr-7814	208	5	misrepresentations	misrepresentation	NOUN
cblr-7814	208	6	in	in	ADP
cblr-7814	208	7	the	the	DET
cblr-7814	208	8	training	training	NOUN
cblr-7814	208	9	data	datum	NOUN
cblr-7814	208	10	will	will	AUX
cblr-7814	208	11	be	be	AUX
cblr-7814	208	12	baked	bake	VERB
cblr-7814	208	13	into	into	ADP
cblr-7814	208	14	the	the	DET
cblr-7814	208	15	model	model	NOUN
cblr-7814	208	16	,	,	PUNCT
cblr-7814	208	17	heightening	heighten	VERB
cblr-7814	208	18	the	the	DET
cblr-7814	208	19	potential	potential	NOUN
cblr-7814	208	20	for	for	ADP
cblr-7814	208	21	discriminatory	discriminatory	ADJ
cblr-7814	208	22	or	or	CCONJ
cblr-7814	208	23	arbitrary	arbitrary	ADJ
cblr-7814	208	24	results.82	results.82	NOUN
cblr-7814	208	25	moreover	moreover	ADV
cblr-7814	208	26	,	,	PUNCT
cblr-7814	208	27	by	by	ADP
cblr-7814	208	28	predicting	predict	VERB
cblr-7814	208	29	the	the	DET
cblr-7814	208	30	qualities	quality	NOUN
cblr-7814	208	31	of	of	ADP
cblr-7814	208	32	good	good	ADJ
cblr-7814	208	33	future	future	ADJ
cblr-7814	208	34	workers	worker	NOUN
cblr-7814	208	35	based	base	VERB
cblr-7814	208	36	on	on	ADP
cblr-7814	208	37	qualities	quality	NOUN
cblr-7814	208	38	of	of	ADP
cblr-7814	208	39	current	current	ADJ
cblr-7814	208	40	and	and	CCONJ
cblr-7814	208	41	past	past	ADJ
cblr-7814	208	42	workers	worker	NOUN
cblr-7814	208	43	,	,	PUNCT
cblr-7814	208	44	people	people	NOUN
cblr-7814	208	45	76	76	NUM
cblr-7814	208	46	see	see	VERB
cblr-7814	208	47	bloch	bloch	NOUN
cblr-7814	208	48	-	-	PUNCT
cblr-7814	208	49	wehba	wehba	NOUN
cblr-7814	208	50	,	,	PUNCT
cblr-7814	208	51	supra	supra	PROPN
cblr-7814	208	52	note	note	NOUN
cblr-7814	208	53	75	75	NUM
cblr-7814	208	54	,	,	PUNCT
cblr-7814	208	55	at	at	ADP
cblr-7814	208	56	1281	1281	NUM
cblr-7814	208	57	.	.	PUNCT
cblr-7814	209	1	77	77	NUM
cblr-7814	209	2	lederman	lederman	NOUN
cblr-7814	209	3	v.	v.	ADP
cblr-7814	209	4	king	king	PROPN
cblr-7814	209	5	,	,	PUNCT
cblr-7814	209	6	47	47	NUM
cblr-7814	209	7	n.y.s	n.y.s	NOUN
cblr-7814	209	8	.	.	PUNCT
cblr-7814	210	1	3d	3d	PROPN
cblr-7814	210	2	838	838	NUM
cblr-7814	210	3	,	,	PUNCT
cblr-7814	210	4	846–47	846–47	NUM
cblr-7814	210	5	(	(	PUNCT
cblr-7814	210	6	n.y	n.y	PROPN
cblr-7814	210	7	.	.	PROPN
cblr-7814	210	8	sup	sup	PROPN
cblr-7814	210	9	.	.	PUNCT
cblr-7814	211	1	ct	ct	NUM
cblr-7814	211	2	.	.	NOUN
cblr-7814	211	3	2016	2016	NUM
cblr-7814	211	4	)	)	PUNCT
cblr-7814	211	5	.	.	PUNCT
cblr-7814	212	1	78	78	NUM
cblr-7814	212	2	in	in	ADP
cblr-7814	212	3	muñoz	muñoz	PROPN
cblr-7814	212	4	v.	v.	PROPN
cblr-7814	212	5	orr	orr	PROPN
cblr-7814	212	6	,	,	PUNCT
cblr-7814	212	7	the	the	DET
cblr-7814	212	8	fifth	fifth	ADJ
cblr-7814	212	9	circuit	circuit	NOUN
cblr-7814	212	10	declined	decline	VERB
cblr-7814	212	11	to	to	PART
cblr-7814	212	12	compel	compel	VERB
cblr-7814	212	13	the	the	DET
cblr-7814	212	14	air	air	NOUN
cblr-7814	212	15	force	force	NOUN
cblr-7814	212	16	to	to	PART
cblr-7814	212	17	disclose	disclose	VERB
cblr-7814	212	18	its	its	PRON
cblr-7814	212	19	secret	secret	ADJ
cblr-7814	212	20	promotion	promotion	NOUN
cblr-7814	212	21	algorithm	algorithm	NOUN
cblr-7814	212	22	because	because	SCONJ
cblr-7814	212	23	plaintiffs	plaintiff	NOUN
cblr-7814	212	24	did	do	AUX
cblr-7814	212	25	not	not	PART
cblr-7814	212	26	object	object	VERB
cblr-7814	212	27	in	in	ADP
cblr-7814	212	28	the	the	DET
cblr-7814	212	29	court	court	NOUN
cblr-7814	212	30	below	below	ADV
cblr-7814	212	31	and	and	CCONJ
cblr-7814	212	32	because	because	SCONJ
cblr-7814	212	33	denying	deny	VERB
cblr-7814	212	34	access	access	NOUN
cblr-7814	212	35	was	be	AUX
cblr-7814	212	36	not	not	PART
cblr-7814	212	37	plain	plain	ADJ
cblr-7814	212	38	error	error	NOUN
cblr-7814	212	39	.	.	PUNCT
cblr-7814	213	1	200	200	NUM
cblr-7814	213	2	f.3d	f.3d	NUM
cblr-7814	213	3	291	291	NUM
cblr-7814	213	4	,	,	PUNCT
cblr-7814	213	5	305	305	NUM
cblr-7814	213	6	(	(	PUNCT
cblr-7814	213	7	5th	5th	ADJ
cblr-7814	213	8	cir	cir	NOUN
cblr-7814	213	9	.	.	PROPN
cblr-7814	213	10	2000	2000	NUM
cblr-7814	213	11	)	)	PUNCT
cblr-7814	213	12	.	.	PUNCT
cblr-7814	214	1	the	the	DET
cblr-7814	214	2	court	court	NOUN
cblr-7814	214	3	then	then	ADV
cblr-7814	214	4	dismissed	dismiss	VERB
cblr-7814	214	5	the	the	DET
cblr-7814	214	6	case	case	NOUN
cblr-7814	214	7	on	on	ADP
cblr-7814	214	8	summary	summary	NOUN
cblr-7814	214	9	judgment	judgment	NOUN
cblr-7814	214	10	because	because	SCONJ
cblr-7814	214	11	the	the	DET
cblr-7814	214	12	plaintiff	plaintiff	NOUN
cblr-7814	214	13	did	do	AUX
cblr-7814	214	14	not	not	PART
cblr-7814	214	15	produce	produce	VERB
cblr-7814	214	16	statistical	statistical	ADJ
cblr-7814	214	17	evidence	evidence	NOUN
cblr-7814	214	18	of	of	ADP
cblr-7814	214	19	disparate	disparate	ADJ
cblr-7814	214	20	impact	impact	NOUN
cblr-7814	214	21	or	or	CCONJ
cblr-7814	214	22	treatment	treatment	NOUN
cblr-7814	214	23	.	.	PUNCT
cblr-7814	215	1	see	see	VERB
cblr-7814	215	2	i	i	PRON
cblr-7814	215	3	d.	d.	PROPN
cblr-7814	215	4	at	at	ADP
cblr-7814	215	5	304	304	NUM
cblr-7814	215	6	.	.	PUNCT
cblr-7814	216	1	79	79	NUM
cblr-7814	216	2	see	see	VERB
cblr-7814	216	3	charlotte	charlotte	PROPN
cblr-7814	216	4	s.	s.	PROPN
cblr-7814	216	5	alexander	alexander	PROPN
cblr-7814	216	6	&	&	CCONJ
cblr-7814	216	7	elizabeth	elizabeth	PROPN
cblr-7814	216	8	tippett	tippett	PROPN
cblr-7814	216	9	,	,	PUNCT
cblr-7814	216	10	the	the	DET
cblr-7814	216	11	hacking	hacking	NOUN
cblr-7814	216	12	of	of	ADP
cblr-7814	216	13	employment	employment	NOUN
cblr-7814	216	14	law	law	NOUN
cblr-7814	216	15	,	,	PUNCT
cblr-7814	216	16	82	82	NUM
cblr-7814	216	17	mo	mo	PROPN
cblr-7814	216	18	.	.	PROPN
cblr-7814	216	19	l.	l.	PROPN
cblr-7814	216	20	rev	rev	PROPN
cblr-7814	216	21	.	.	PROPN
cblr-7814	216	22	973	973	NUM
cblr-7814	216	23	,	,	PUNCT
cblr-7814	216	24	998	998	NUM
cblr-7814	216	25	(	(	PUNCT
cblr-7814	216	26	2017	2017	NUM
cblr-7814	216	27	)	)	PUNCT
cblr-7814	216	28	.	.	PUNCT
cblr-7814	217	1	80	80	NUM
cblr-7814	217	2	see	see	VERB
cblr-7814	217	3	i	i	PRON
cblr-7814	217	4	d.	d.	PROPN
cblr-7814	217	5	81	81	NUM
cblr-7814	217	6	see	see	VERB
cblr-7814	217	7	bodie	bodie	PROPN
cblr-7814	217	8	et	et	PROPN
cblr-7814	217	9	al	al	PROPN
cblr-7814	217	10	.	.	PROPN
cblr-7814	217	11	,	,	PUNCT
cblr-7814	217	12	supra	supra	PROPN
cblr-7814	217	13	note	note	VERB
cblr-7814	217	14	37	37	NUM
cblr-7814	217	15	,	,	PUNCT
cblr-7814	217	16	at	at	ADP
cblr-7814	217	17	1016	1016	NUM
cblr-7814	217	18	.	.	PUNCT
cblr-7814	218	1	82	82	NUM
cblr-7814	218	2	see	see	VERB
cblr-7814	218	3	i	i	PROPN
cblr-7814	218	4	d.	d.	PROPN
cblr-7814	218	5	pedersen	pedersen	PROPN
cblr-7814	218	6	(	(	PUNCT
cblr-7814	218	7	note	note	NOUN
cblr-7814	218	8	)	)	PUNCT
cblr-7814	218	9	1/15/2021	1/15/2021	NUM
cblr-7814	218	10	5:01	5:01	NUM
cblr-7814	218	11	pm	pm	NOUN
cblr-7814	218	12	1138	1138	NUM
cblr-7814	218	13	columbia	columbia	PROPN
cblr-7814	218	14	business	business	PROPN
cblr-7814	218	15	law	law	PROPN
cblr-7814	218	16	review	review	NOUN
cblr-7814	219	1	[	[	X
cblr-7814	219	2	vol	vol	NOUN
cblr-7814	219	3	.	.	PUNCT
cblr-7814	219	4	2020	2020	NUM
cblr-7814	219	5	analytics	analytic	NOUN
cblr-7814	219	6	algorithms	algorithm	NOUN
cblr-7814	219	7	“	"	PUNCT
cblr-7814	219	8	run	run	VERB
cblr-7814	219	9	[	[	X
cblr-7814	219	10	]	]	X
cblr-7814	219	11	the	the	DET
cblr-7814	219	12	risk	risk	NOUN
cblr-7814	219	13	of	of	ADP
cblr-7814	219	14	homosocial	homosocial	ADJ
cblr-7814	219	15	reproduction	reproduction	NOUN
cblr-7814	219	16	,	,	PUNCT
cblr-7814	219	17	or	or	CCONJ
cblr-7814	219	18	replacement	replacement	NOUN
cblr-7814	219	19	of	of	ADP
cblr-7814	219	20	workers	worker	NOUN
cblr-7814	219	21	with	with	ADP
cblr-7814	219	22	workers	worker	NOUN
cblr-7814	219	23	that	that	PRON
cblr-7814	219	24	look	look	VERB
cblr-7814	219	25	like	like	ADP
cblr-7814	219	26	them	they	PRON
cblr-7814	219	27	,	,	PUNCT
cblr-7814	219	28	on	on	ADP
cblr-7814	219	29	a	a	DET
cblr-7814	219	30	grand	grand	ADJ
cblr-7814	219	31	scale	scale	NOUN
cblr-7814	219	32	.	.	PUNCT
cblr-7814	220	1	”83	”83	PROPN
cblr-7814	220	2	if	if	SCONJ
cblr-7814	220	3	the	the	DET
cblr-7814	220	4	training	training	NOUN
cblr-7814	220	5	data	datum	NOUN
cblr-7814	220	6	only	only	ADV
cblr-7814	220	7	reflect	reflect	VERB
cblr-7814	220	8	a	a	DET
cblr-7814	220	9	particular	particular	ADJ
cblr-7814	220	10	subset	subset	NOUN
cblr-7814	220	11	of	of	ADP
cblr-7814	220	12	the	the	DET
cblr-7814	220	13	population	population	NOUN
cblr-7814	220	14	,	,	PUNCT
cblr-7814	220	15	the	the	DET
cblr-7814	220	16	algorithms	algorithm	NOUN
cblr-7814	220	17	’	'	PUNCT
cblr-7814	220	18	analyses	analysis	NOUN
cblr-7814	220	19	and	and	CCONJ
cblr-7814	220	20	predictions	prediction	NOUN
cblr-7814	220	21	generally	generally	ADV
cblr-7814	220	22	will	will	AUX
cblr-7814	220	23	not	not	PART
cblr-7814	220	24	be	be	AUX
cblr-7814	220	25	valid	valid	ADJ
cblr-7814	220	26	for	for	ADP
cblr-7814	220	27	other	other	ADJ
cblr-7814	220	28	populations.84	populations.84	PROPN
cblr-7814	220	29	thus	thus	ADV
cblr-7814	220	30	,	,	PUNCT
cblr-7814	220	31	scholars	scholar	NOUN
cblr-7814	220	32	warn	warn	VERB
cblr-7814	220	33	that	that	SCONJ
cblr-7814	220	34	even	even	ADV
cblr-7814	220	35	well	well	ADV
cblr-7814	220	36	-	-	PUNCT
cblr-7814	220	37	designed	design	VERB
cblr-7814	220	38	algorithms	algorithm	NOUN
cblr-7814	220	39	will	will	AUX
cblr-7814	220	40	“	"	PUNCT
cblr-7814	220	41	replicate	replicate	VERB
cblr-7814	220	42	and	and	CCONJ
cblr-7814	220	43	amplify	amplify	VERB
cblr-7814	220	44	the	the	DET
cblr-7814	220	45	preexisting	preexist	VERB
cblr-7814	220	46	biases	bias	NOUN
cblr-7814	220	47	and	and	CCONJ
cblr-7814	220	48	[	[	X
cblr-7814	220	49	structural	structural	ADJ
cblr-7814	220	50	]	]	PUNCT
cblr-7814	220	51	discrimination	discrimination	NOUN
cblr-7814	220	52	”	"	PUNCT
cblr-7814	220	53	present	present	NOUN
cblr-7814	220	54	in	in	ADP
cblr-7814	220	55	society.85	society.85	PROPN
cblr-7814	220	56	4	4	NUM
cblr-7814	220	57	.	.	X
cblr-7814	221	1	algorithms	algorithm	NOUN
cblr-7814	221	2	and	and	CCONJ
cblr-7814	221	3	human	human	ADJ
cblr-7814	221	4	rights	right	NOUN
cblr-7814	221	5	choices	choice	NOUN
cblr-7814	221	6	at	at	ADP
cblr-7814	221	7	each	each	DET
cblr-7814	221	8	stage	stage	NOUN
cblr-7814	221	9	of	of	ADP
cblr-7814	221	10	the	the	DET
cblr-7814	221	11	algorithm	algorithm	NOUN
cblr-7814	221	12	design	design	NOUN
cblr-7814	221	13	process	process	NOUN
cblr-7814	221	14	implicate	implicate	VERB
cblr-7814	221	15	fundamental	fundamental	ADJ
cblr-7814	221	16	human	human	ADJ
cblr-7814	221	17	rights.86	rights.86	NOUN
cblr-7814	221	18	a	a	DET
cblr-7814	221	19	focus	focus	NOUN
cblr-7814	221	20	on	on	ADP
cblr-7814	221	21	solutions	solution	NOUN
cblr-7814	221	22	tailored	tailor	VERB
cblr-7814	221	23	to	to	ADP
cblr-7814	221	24	particular	particular	ADJ
cblr-7814	221	25	stages	stage	NOUN
cblr-7814	221	26	of	of	ADP
cblr-7814	221	27	the	the	DET
cblr-7814	221	28	algorithmic	algorithmic	ADJ
cblr-7814	221	29	construction	construction	NOUN
cblr-7814	221	30	process	process	NOUN
cblr-7814	221	31	risks	risk	NOUN
cblr-7814	221	32	ignoring	ignore	VERB
cblr-7814	221	33	some	some	DET
cblr-7814	221	34	risks	risk	NOUN
cblr-7814	221	35	of	of	ADP
cblr-7814	221	36	people	people	NOUN
cblr-7814	221	37	analytics	analytic	NOUN
cblr-7814	221	38	systems	system	NOUN
cblr-7814	221	39	deployed	deploy	VERB
cblr-7814	221	40	at	at	ADP
cblr-7814	221	41	scale	scale	NOUN
cblr-7814	221	42	in	in	ADP
cblr-7814	221	43	workplaces	workplace	NOUN
cblr-7814	221	44	throughout	throughout	ADP
cblr-7814	221	45	the	the	DET
cblr-7814	221	46	country	country	NOUN
cblr-7814	221	47	.	.	PUNCT
cblr-7814	222	1	predictive	predictive	ADJ
cblr-7814	222	2	algorithms	algorithm	NOUN
cblr-7814	222	3	,	,	PUNCT
cblr-7814	222	4	including	include	VERB
cblr-7814	222	5	people	people	NOUN
cblr-7814	222	6	analytics	analytic	NOUN
cblr-7814	222	7	algorithms	algorithm	NOUN
cblr-7814	222	8	,	,	PUNCT
cblr-7814	222	9	threaten	threaten	VERB
cblr-7814	222	10	societal	societal	ADJ
cblr-7814	222	11	norms	norm	NOUN
cblr-7814	222	12	of	of	ADP
cblr-7814	222	13	freedom	freedom	NOUN
cblr-7814	222	14	and	and	CCONJ
cblr-7814	222	15	autonomy	autonomy	NOUN
cblr-7814	222	16	by	by	ADP
cblr-7814	222	17	using	use	VERB
cblr-7814	222	18	statistical	statistical	ADJ
cblr-7814	222	19	profiles	profile	NOUN
cblr-7814	222	20	to	to	PART
cblr-7814	222	21	control	control	VERB
cblr-7814	222	22	access	access	NOUN
cblr-7814	222	23	to	to	ADP
cblr-7814	222	24	opportunities	opportunity	NOUN
cblr-7814	222	25	,	,	PUNCT
cblr-7814	222	26	knowledge	knowledge	NOUN
cblr-7814	222	27	,	,	PUNCT
cblr-7814	222	28	and	and	CCONJ
cblr-7814	222	29	choice	choice	NOUN
cblr-7814	222	30	across	across	ADP
cblr-7814	222	31	many	many	ADJ
cblr-7814	222	32	facets	facet	NOUN
cblr-7814	222	33	of	of	ADP
cblr-7814	222	34	life	life	NOUN
cblr-7814	222	35	for	for	ADP
cblr-7814	222	36	entire	entire	ADJ
cblr-7814	222	37	populations.87	populations.87	NOUN
cblr-7814	222	38	considering	consider	VERB
cblr-7814	222	39	the	the	DET
cblr-7814	222	40	vulnerabilities	vulnerability	NOUN
cblr-7814	222	41	at	at	ADP
cblr-7814	222	42	each	each	DET
cblr-7814	222	43	stage	stage	NOUN
cblr-7814	222	44	of	of	ADP
cblr-7814	222	45	the	the	DET
cblr-7814	222	46	algorithm	algorithm	NOUN
cblr-7814	222	47	design	design	NOUN
cblr-7814	222	48	process	process	NOUN
cblr-7814	222	49	,	,	PUNCT
cblr-7814	222	50	it	it	PRON
cblr-7814	222	51	is	be	AUX
cblr-7814	222	52	evident	evident	ADJ
cblr-7814	222	53	that	that	SCONJ
cblr-7814	222	54	regulations	regulation	NOUN
cblr-7814	222	55	which	which	PRON
cblr-7814	222	56	merely	merely	ADV
cblr-7814	222	57	constrain	constrain	VERB
cblr-7814	222	58	access	access	NOUN
cblr-7814	222	59	to	to	ADP
cblr-7814	222	60	certain	certain	ADJ
cblr-7814	222	61	data	datum	NOUN
cblr-7814	222	62	or	or	CCONJ
cblr-7814	222	63	mandate	mandate	NOUN
cblr-7814	222	64	testing	testing	NOUN
cblr-7814	222	65	for	for	ADP
cblr-7814	222	66	discriminatory	discriminatory	ADJ
cblr-7814	222	67	impact	impact	NOUN
cblr-7814	222	68	will	will	AUX
cblr-7814	222	69	not	not	PART
cblr-7814	222	70	render	render	VERB
cblr-7814	222	71	predictive	predictive	ADJ
cblr-7814	222	72	algorithms	algorithm	NOUN
cblr-7814	222	73	innocuous	innocuous	ADJ
cblr-7814	222	74	.	.	PUNCT
cblr-7814	223	1	instead	instead	ADV
cblr-7814	223	2	,	,	PUNCT
cblr-7814	223	3	a	a	DET
cblr-7814	223	4	deeper	deep	ADJ
cblr-7814	223	5	conversation	conversation	NOUN
cblr-7814	223	6	about	about	ADP
cblr-7814	223	7	acceptable	acceptable	ADJ
cblr-7814	223	8	uses	use	NOUN
cblr-7814	223	9	and	and	CCONJ
cblr-7814	223	10	boundaries	boundary	NOUN
cblr-7814	223	11	of	of	ADP
cblr-7814	223	12	algorithmic	algorithmic	ADJ
cblr-7814	223	13	control	control	NOUN
cblr-7814	223	14	is	be	AUX
cblr-7814	223	15	necessary	necessary	ADJ
cblr-7814	223	16	to	to	PART
cblr-7814	223	17	ensure	ensure	VERB
cblr-7814	223	18	that	that	SCONJ
cblr-7814	223	19	solutions	solution	NOUN
cblr-7814	223	20	are	be	AUX
cblr-7814	223	21	properly	properly	ADV
cblr-7814	223	22	calibrated	calibrate	VERB
cblr-7814	223	23	to	to	ADP
cblr-7814	223	24	the	the	DET
cblr-7814	223	25	scale	scale	NOUN
cblr-7814	223	26	of	of	ADP
cblr-7814	223	27	the	the	DET
cblr-7814	223	28	risks	risk	NOUN
cblr-7814	223	29	of	of	ADP
cblr-7814	223	30	that	that	DET
cblr-7814	223	31	control	control	NOUN
cblr-7814	223	32	.	.	PUNCT
cblr-7814	224	1	as	as	SCONJ
cblr-7814	224	2	we	we	PRON
cblr-7814	224	3	delegate	delegate	VERB
cblr-7814	224	4	more	more	ADJ
cblr-7814	224	5	responsibilities	responsibility	NOUN
cblr-7814	224	6	to	to	PART
cblr-7814	224	7	machine	machine	NOUN
cblr-7814	224	8	intelligence	intelligence	NOUN
cblr-7814	224	9	,	,	PUNCT
cblr-7814	224	10	we	we	PRON
cblr-7814	224	11	must	must	AUX
cblr-7814	224	12	take	take	VERB
cblr-7814	224	13	care	care	NOUN
cblr-7814	224	14	to	to	PART
cblr-7814	224	15	preserve	preserve	VERB
cblr-7814	224	16	norms	norm	NOUN
cblr-7814	224	17	of	of	ADP
cblr-7814	224	18	individual	individual	ADJ
cblr-7814	224	19	autonomy	autonomy	NOUN
cblr-7814	224	20	,	,	PUNCT
cblr-7814	224	21	privacy	privacy	NOUN
cblr-7814	224	22	,	,	PUNCT
cblr-7814	224	23	and	and	CCONJ
cblr-7814	224	24	due	due	ADJ
cblr-7814	224	25	process	process	NOUN
cblr-7814	224	26	.	.	PUNCT
cblr-7814	225	1	section	section	NOUN
cblr-7814	225	2	iii	iii	PROPN
cblr-7814	225	3	will	will	AUX
cblr-7814	225	4	discuss	discuss	VERB
cblr-7814	225	5	the	the	DET
cblr-7814	225	6	present	present	ADJ
cblr-7814	225	7	risks	risk	NOUN
cblr-7814	225	8	to	to	ADP
cblr-7814	225	9	these	these	DET
cblr-7814	225	10	normative	normative	ADJ
cblr-7814	225	11	rights	right	NOUN
cblr-7814	225	12	.	.	PUNCT
cblr-7814	226	1	83	83	NUM
cblr-7814	226	2	see	see	VERB
cblr-7814	226	3	i	i	PRON
cblr-7814	226	4	d.	d.	PROPN
cblr-7814	226	5	at	at	ADP
cblr-7814	226	6	1013	1013	NUM
cblr-7814	226	7	.	.	PUNCT
cblr-7814	227	1	84	84	NUM
cblr-7814	227	2	see	see	VERB
cblr-7814	227	3	i	i	PRON
cblr-7814	227	4	d.	d.	PROPN
cblr-7814	227	5	at	at	ADP
cblr-7814	227	6	1016	1016	NUM
cblr-7814	227	7	.	.	PUNCT
cblr-7814	228	1	85	85	NUM
cblr-7814	228	2	see	see	VERB
cblr-7814	228	3	valentine	valentine	PROPN
cblr-7814	228	4	,	,	PUNCT
cblr-7814	228	5	supra	supra	PROPN
cblr-7814	228	6	note	note	PROPN
cblr-7814	228	7	68	68	NUM
cblr-7814	228	8	,	,	PUNCT
cblr-7814	228	9	at	at	ADP
cblr-7814	228	10	383	383	NUM
cblr-7814	228	11	.	.	PUNCT
cblr-7814	228	12	86	86	NUM
cblr-7814	228	13	for	for	ADP
cblr-7814	228	14	example	example	NOUN
cblr-7814	228	15	,	,	PUNCT
cblr-7814	228	16	pauline	pauline	PROPN
cblr-7814	228	17	kim	kim	PROPN
cblr-7814	228	18	has	have	AUX
cblr-7814	228	19	written	write	VERB
cblr-7814	228	20	numerous	numerous	ADJ
cblr-7814	228	21	articles	article	NOUN
cblr-7814	228	22	about	about	ADP
cblr-7814	228	23	the	the	DET
cblr-7814	228	24	impact	impact	NOUN
cblr-7814	228	25	of	of	ADP
cblr-7814	228	26	discriminatory	discriminatory	ADJ
cblr-7814	228	27	algorithms	algorithm	NOUN
cblr-7814	228	28	on	on	ADP
cblr-7814	228	29	employment	employment	NOUN
cblr-7814	228	30	.	.	PUNCT
cblr-7814	229	1	see	see	VERB
cblr-7814	229	2	,	,	PUNCT
cblr-7814	229	3	e.g.	e.g.	ADV
cblr-7814	229	4	,	,	PUNCT
cblr-7814	229	5	generally	generally	ADV
cblr-7814	229	6	kim	kim	PROPN
cblr-7814	229	7	,	,	PUNCT
cblr-7814	229	8	supra	supra	PROPN
cblr-7814	229	9	note	note	PROPN
cblr-7814	229	10	23	23	NUM
cblr-7814	229	11	;	;	PUNCT
cblr-7814	229	12	kim	kim	PROPN
cblr-7814	229	13	&	&	CCONJ
cblr-7814	229	14	scott	scott	PROPN
cblr-7814	229	15	,	,	PUNCT
cblr-7814	229	16	supra	supra	PROPN
cblr-7814	229	17	note	note	NOUN
cblr-7814	229	18	23	23	NUM
cblr-7814	229	19	.	.	PUNCT
cblr-7814	230	1	87	87	NUM
cblr-7814	230	2	see	see	VERB
cblr-7814	230	3	balkin	balkin	NOUN
cblr-7814	230	4	,	,	PUNCT
cblr-7814	230	5	supra	supra	PROPN
cblr-7814	230	6	note	note	NOUN
cblr-7814	230	7	69	69	NUM
cblr-7814	230	8	,	,	PUNCT
cblr-7814	230	9	at	at	ADP
cblr-7814	230	10	1235–37	1235–37	NOUN
cblr-7814	230	11	.	.	PUNCT
cblr-7814	231	1	pedersen	pedersen	NOUN
cblr-7814	231	2	(	(	PUNCT
cblr-7814	231	3	note	note	NOUN
cblr-7814	231	4	)	)	PUNCT
cblr-7814	231	5	1/15/2021	1/15/2021	NUM
cblr-7814	231	6	5:01	5:01	NUM
cblr-7814	231	7	pm	pm	NOUN
cblr-7814	231	8	no	no	INTJ
cblr-7814	231	9	.	.	PUNCT
cblr-7814	232	1	3:1122	3:1122	NUM
cblr-7814	232	2	]	]	X
cblr-7814	232	3	people	people	NOUN
cblr-7814	232	4	analytics	analytic	NOUN
cblr-7814	232	5	and	and	CCONJ
cblr-7814	232	6	individual	individual	ADJ
cblr-7814	232	7	autonomy	autonomy	NOUN
cblr-7814	232	8	1139	1139	NUM
cblr-7814	232	9	iii	iii	NOUN
cblr-7814	232	10	.	.	PUNCT
cblr-7814	233	1	unleashing	unleash	VERB
cblr-7814	233	2	predictive	predictive	ADJ
cblr-7814	233	3	analytics	analytic	NOUN
cblr-7814	233	4	in	in	ADP
cblr-7814	233	5	the	the	DET
cblr-7814	233	6	workplace	workplace	NOUN
cblr-7814	233	7	like	like	ADP
cblr-7814	233	8	its	its	PRON
cblr-7814	233	9	predecessors	predecessor	NOUN
cblr-7814	233	10	in	in	ADP
cblr-7814	233	11	the	the	DET
cblr-7814	233	12	field	field	NOUN
cblr-7814	233	13	of	of	ADP
cblr-7814	233	14	workforce	workforce	PROPN
cblr-7814	233	15	science	science	PROPN
cblr-7814	233	16	,	,	PUNCT
cblr-7814	233	17	people	people	NOUN
cblr-7814	233	18	analytics	analytic	NOUN
cblr-7814	233	19	promises	promise	VERB
cblr-7814	233	20	new	new	ADJ
cblr-7814	233	21	insights	insight	NOUN
cblr-7814	233	22	and	and	CCONJ
cblr-7814	233	23	cost	cost	NOUN
cblr-7814	233	24	savings	saving	NOUN
cblr-7814	233	25	associated	associate	VERB
cblr-7814	233	26	with	with	ADP
cblr-7814	233	27	more	more	ADV
cblr-7814	233	28	efficient	efficient	ADJ
cblr-7814	233	29	and	and	CCONJ
cblr-7814	233	30	calibrated	calibrate	VERB
cblr-7814	233	31	methods	method	NOUN
cblr-7814	233	32	of	of	ADP
cblr-7814	233	33	employee	employee	NOUN
cblr-7814	233	34	management.88	management.88	NOUN
cblr-7814	233	35	in	in	ADP
cblr-7814	233	36	pursuit	pursuit	NOUN
cblr-7814	233	37	of	of	ADP
cblr-7814	233	38	these	these	DET
cblr-7814	233	39	goals	goal	NOUN
cblr-7814	233	40	,	,	PUNCT
cblr-7814	233	41	people	people	NOUN
cblr-7814	233	42	analytics	analytic	NOUN
cblr-7814	233	43	systems	system	NOUN
cblr-7814	233	44	cast	cast	VERB
cblr-7814	233	45	a	a	DET
cblr-7814	233	46	wide	wide	ADJ
cblr-7814	233	47	net	net	NOUN
cblr-7814	233	48	over	over	ADP
cblr-7814	233	49	employees	employee	NOUN
cblr-7814	233	50	’	'	PUNCT
cblr-7814	233	51	lives	life	NOUN
cblr-7814	233	52	,	,	PUNCT
cblr-7814	233	53	aggregating	aggregate	VERB
cblr-7814	233	54	and	and	CCONJ
cblr-7814	233	55	mining	mining	NOUN
cblr-7814	233	56	data	datum	NOUN
cblr-7814	233	57	collected	collect	VERB
cblr-7814	233	58	from	from	ADP
cblr-7814	233	59	a	a	DET
cblr-7814	233	60	broad	broad	ADJ
cblr-7814	233	61	range	range	NOUN
cblr-7814	233	62	of	of	ADP
cblr-7814	233	63	sources	source	NOUN
cblr-7814	233	64	,	,	PUNCT
cblr-7814	233	65	including	include	VERB
cblr-7814	233	66	wearable	wearable	ADJ
cblr-7814	233	67	technologies,89	technologies,89	ADJ
cblr-7814	233	68	smart	smart	ADJ
cblr-7814	233	69	phone	phone	NOUN
cblr-7814	233	70	applications	application	NOUN
cblr-7814	233	71	,	,	PUNCT
cblr-7814	233	72	internet	internet	NOUN
cblr-7814	233	73	browsing	browse	VERB
cblr-7814	233	74	history	history	NOUN
cblr-7814	233	75	,	,	PUNCT
cblr-7814	233	76	and	and	CCONJ
cblr-7814	233	77	social	social	ADJ
cblr-7814	233	78	media	medium	NOUN
cblr-7814	233	79	.	.	PUNCT
cblr-7814	234	1	90	90	NUM
cblr-7814	234	2	these	these	DET
cblr-7814	234	3	systems	system	NOUN
cblr-7814	234	4	try	try	VERB
cblr-7814	234	5	to	to	PART
cblr-7814	234	6	measure	measure	VERB
cblr-7814	234	7	the	the	DET
cblr-7814	234	8	“	"	PUNCT
cblr-7814	234	9	true	true	ADJ
cblr-7814	234	10	sources	source	NOUN
cblr-7814	234	11	of	of	ADP
cblr-7814	234	12	[	[	X
cblr-7814	234	13	worker	worker	NOUN
cblr-7814	234	14	]	]	X
cblr-7814	234	15	productivity	productivity	NOUN
cblr-7814	234	16	,	,	PUNCT
cblr-7814	234	17	”	"	PUNCT
cblr-7814	234	18	track	track	VERB
cblr-7814	234	19	how	how	SCONJ
cblr-7814	234	20	employees	employee	NOUN
cblr-7814	234	21	stack	stack	VERB
cblr-7814	234	22	up	up	ADP
cblr-7814	234	23	using	use	VERB
cblr-7814	234	24	these	these	DET
cblr-7814	234	25	measures	measure	NOUN
cblr-7814	234	26	,	,	PUNCT
cblr-7814	234	27	then	then	ADV
cblr-7814	234	28	incentivize	incentivize	VERB
cblr-7814	234	29	the	the	DET
cblr-7814	234	30	most	most	ADV
cblr-7814	234	31	productive	productive	ADJ
cblr-7814	234	32	behaviors	behavior	NOUN
cblr-7814	234	33	to	to	PART
cblr-7814	234	34	enhance	enhance	VERB
cblr-7814	234	35	employees	employee	NOUN
cblr-7814	234	36	’	'	PUNCT
cblr-7814	234	37	future	future	ADJ
cblr-7814	234	38	performance.91	performance.91	PROPN
cblr-7814	234	39	a.	a.	VERB
cblr-7814	234	40	the	the	DET
cblr-7814	234	41	business	business	NOUN
cblr-7814	234	42	case	case	NOUN
cblr-7814	234	43	for	for	ADP
cblr-7814	234	44	people	people	NOUN
cblr-7814	234	45	analytics	analytic	NOUN
cblr-7814	234	46	proponents	proponent	NOUN
cblr-7814	234	47	of	of	ADP
cblr-7814	234	48	people	people	NOUN
cblr-7814	234	49	analytics	analytic	NOUN
cblr-7814	234	50	argue	argue	VERB
cblr-7814	234	51	that	that	SCONJ
cblr-7814	234	52	algorithmically	algorithmically	ADV
cblr-7814	234	53	guided	guide	VERB
cblr-7814	234	54	or	or	CCONJ
cblr-7814	234	55	controlled	control	VERB
cblr-7814	234	56	decisionmaking	decisionmaking	NOUN
cblr-7814	234	57	will	will	AUX
cblr-7814	234	58	eliminate	eliminate	VERB
cblr-7814	234	59	subjective	subjective	ADJ
cblr-7814	234	60	bias	bias	NOUN
cblr-7814	234	61	in	in	ADP
cblr-7814	234	62	human	human	ADJ
cblr-7814	234	63	resources	resource	NOUN
cblr-7814	234	64	management,92	management,92	NOUN
cblr-7814	234	65	enhance	enhance	VERB
cblr-7814	234	66	accountability	accountability	NOUN
cblr-7814	234	67	by	by	ADP
cblr-7814	234	68	offering	offer	VERB
cblr-7814	234	69	reliable	reliable	ADJ
cblr-7814	234	70	explanations	explanation	NOUN
cblr-7814	234	71	for	for	ADP
cblr-7814	234	72	decisions,93	decisions,93	VERB
cblr-7814	234	73	and	and	CCONJ
cblr-7814	234	74	even	even	ADV
cblr-7814	234	75	help	help	VERB
cblr-7814	234	76	employees	employee	NOUN
cblr-7814	234	77	discover	discover	VERB
cblr-7814	234	78	and	and	CCONJ
cblr-7814	234	79	signal	signal	VERB
cblr-7814	234	80	their	their	PRON
cblr-7814	234	81	own	own	ADJ
cblr-7814	234	82	talents	talent	NOUN
cblr-7814	234	83	and	and	CCONJ
cblr-7814	234	84	skills.94	skills.94	NOUN
cblr-7814	234	85	yet	yet	ADV
cblr-7814	234	86	the	the	DET
cblr-7814	234	87	true	true	ADJ
cblr-7814	234	88	economic	economic	ADJ
cblr-7814	234	89	value	value	NOUN
cblr-7814	234	90	of	of	ADP
cblr-7814	234	91	people	people	NOUN
cblr-7814	234	92	analytics	analytic	NOUN
cblr-7814	234	93	lies	lie	VERB
cblr-7814	234	94	in	in	ADP
cblr-7814	234	95	the	the	DET
cblr-7814	234	96	technology	technology	NOUN
cblr-7814	234	97	’s	’s	PART
cblr-7814	234	98	ability	ability	NOUN
cblr-7814	234	99	to	to	PART
cblr-7814	234	100	generate	generate	VERB
cblr-7814	234	101	profitmaximizing	profitmaximize	VERB
cblr-7814	234	102	predictions	prediction	NOUN
cblr-7814	234	103	by	by	ADP
cblr-7814	234	104	parsing	parse	VERB
cblr-7814	234	105	massive	massive	ADJ
cblr-7814	234	106	data	datum	NOUN
cblr-7814	234	107	sets	set	NOUN
cblr-7814	234	108	for	for	ADP
cblr-7814	234	109	88	88	NUM
cblr-7814	234	110	see	see	NOUN
cblr-7814	234	111	nathaniel	nathaniel	PROPN
cblr-7814	234	112	m.	m.	PROPN
cblr-7814	234	113	glasser	glasser	PROPN
cblr-7814	234	114	,	,	PUNCT
cblr-7814	234	115	frank	frank	PROPN
cblr-7814	234	116	c.	c.	PROPN
cblr-7814	234	117	morris	morris	PROPN
cblr-7814	234	118	jr	jr	PROPN
cblr-7814	234	119	.	.	PROPN
cblr-7814	234	120	&	&	CCONJ
cblr-7814	234	121	katherine	katherine	PROPN
cblr-7814	234	122	smith	smith	PROPN
cblr-7814	234	123	,	,	PUNCT
cblr-7814	234	124	big	big	ADJ
cblr-7814	234	125	data	datum	NOUN
cblr-7814	234	126	,	,	PUNCT
cblr-7814	234	127	people	people	NOUN
cblr-7814	234	128	analytics	analytic	NOUN
cblr-7814	234	129	and	and	CCONJ
cblr-7814	234	130	employment	employment	NOUN
cblr-7814	234	131	decisions	decision	NOUN
cblr-7814	234	132	:	:	PUNCT
cblr-7814	234	133	the	the	DET
cblr-7814	234	134	rewards	reward	NOUN
cblr-7814	234	135	and	and	CCONJ
cblr-7814	234	136	often	often	ADV
cblr-7814	234	137	-	-	PUNCT
cblr-7814	234	138	overlooked	overlook	VERB
cblr-7814	234	139	risks	risk	NOUN
cblr-7814	234	140	,	,	PUNCT
cblr-7814	234	141	westlaw	westlaw	PROPN
cblr-7814	234	142	j.	j.	PROPN
cblr-7814	234	143	emp	emp	PROPN
cblr-7814	234	144	.	.	PROPN
cblr-7814	234	145	,	,	PUNCT
cblr-7814	234	146	mar	mar	PROPN
cblr-7814	234	147	.	.	PROPN
cblr-7814	234	148	27	27	NUM
cblr-7814	234	149	,	,	PUNCT
cblr-7814	234	150	2018	2018	NUM
cblr-7814	234	151	.	.	PUNCT
cblr-7814	235	1	89	89	NUM
cblr-7814	235	2	see	see	VERB
cblr-7814	235	3	ajunwa	ajunwa	ADV
cblr-7814	235	4	,	,	PUNCT
cblr-7814	235	5	supra	supra	PROPN
cblr-7814	235	6	note	note	NOUN
cblr-7814	235	7	60	60	NUM
cblr-7814	235	8	,	,	PUNCT
cblr-7814	235	9	at	at	ADP
cblr-7814	235	10	34–42	34–42	NUM
cblr-7814	235	11	.	.	PROPN
cblr-7814	236	1	90	90	NUM
cblr-7814	236	2	see	see	VERB
cblr-7814	236	3	wilson	wilson	PROPN
cblr-7814	236	4	et	et	PROPN
cblr-7814	236	5	al	al	PROPN
cblr-7814	236	6	.	.	PROPN
cblr-7814	236	7	,	,	PUNCT
cblr-7814	236	8	supra	supra	PROPN
cblr-7814	236	9	note	note	PROPN
cblr-7814	236	10	12	12	NUM
cblr-7814	236	11	,	,	PUNCT
cblr-7814	236	12	at	at	ADP
cblr-7814	236	13	8	8	NUM
cblr-7814	236	14	(	(	PUNCT
cblr-7814	236	15	describing	describe	VERB
cblr-7814	236	16	the	the	DET
cblr-7814	236	17	variety	variety	NOUN
cblr-7814	236	18	of	of	ADP
cblr-7814	236	19	sources	source	NOUN
cblr-7814	236	20	of	of	ADP
cblr-7814	236	21	data	datum	NOUN
cblr-7814	236	22	)	)	PUNCT
cblr-7814	236	23	.	.	PUNCT
cblr-7814	237	1	91	91	NUM
cblr-7814	237	2	see	see	VERB
cblr-7814	237	3	bodie	bodie	PROPN
cblr-7814	237	4	et	et	PROPN
cblr-7814	237	5	al	al	PROPN
cblr-7814	237	6	.	.	PROPN
cblr-7814	237	7	,	,	PUNCT
cblr-7814	237	8	supra	supra	PROPN
cblr-7814	237	9	note	note	VERB
cblr-7814	237	10	37	37	NUM
cblr-7814	237	11	,	,	PUNCT
cblr-7814	237	12	at	at	ADP
cblr-7814	237	13	969	969	NUM
cblr-7814	237	14	.	.	PUNCT
cblr-7814	238	1	92	92	NUM
cblr-7814	238	2	see	see	VERB
cblr-7814	238	3	kim	kim	PROPN
cblr-7814	238	4	,	,	PUNCT
cblr-7814	238	5	supra	supra	PROPN
cblr-7814	238	6	note	note	PROPN
cblr-7814	238	7	23	23	NUM
cblr-7814	238	8	,	,	PUNCT
cblr-7814	238	9	at	at	ADP
cblr-7814	238	10	869	869	NUM
cblr-7814	238	11	.	.	PUNCT
cblr-7814	239	1	93	93	NUM
cblr-7814	239	2	see	see	VERB
cblr-7814	239	3	ed	ed	PROPN
cblr-7814	239	4	felten	felten	PROPN
cblr-7814	239	5	,	,	PUNCT
cblr-7814	239	6	algorithms	algorithm	NOUN
cblr-7814	239	7	can	can	AUX
cblr-7814	239	8	be	be	AUX
cblr-7814	239	9	more	more	ADV
cblr-7814	239	10	accountable	accountable	ADJ
cblr-7814	239	11	than	than	ADP
cblr-7814	239	12	people	people	NOUN
cblr-7814	239	13	,	,	PUNCT
cblr-7814	239	14	freedom	freedom	NOUN
cblr-7814	239	15	to	to	PART
cblr-7814	239	16	tinker	tinker	VERB
cblr-7814	239	17	(	(	PUNCT
cblr-7814	239	18	mar	mar	PROPN
cblr-7814	239	19	.	.	PROPN
cblr-7814	239	20	19	19	NUM
cblr-7814	239	21	,	,	PUNCT
cblr-7814	239	22	2014	2014	NUM
cblr-7814	239	23	)	)	PUNCT
cblr-7814	239	24	,	,	PUNCT
cblr-7814	239	25	https://freedom	https://freedom	NOUN
cblr-7814	239	26	-	-	PUNCT
cblr-7814	239	27	to	to	ADP
cblr-7814	239	28	tinker.com/2014/03/19/algorithms-can-be-more-accountable-than-people/	tinker.com/2014/03/19/algorithms-can-be-more-accountable-than-people/	NOUN
cblr-7814	240	1	[	[	X
cblr-7814	240	2	https://perma.cc/89hl-6pfj	https://perma.cc/89hl-6pfj	NOUN
cblr-7814	240	3	]	]	X
cblr-7814	240	4	.	.	PUNCT
cblr-7814	241	1	94	94	NUM
cblr-7814	241	2	see	see	VERB
cblr-7814	241	3	bodie	bodie	PROPN
cblr-7814	241	4	et	et	PROPN
cblr-7814	241	5	al	al	PROPN
cblr-7814	241	6	.	.	PROPN
cblr-7814	241	7	,	,	PUNCT
cblr-7814	241	8	supra	supra	PROPN
cblr-7814	241	9	note	note	VERB
cblr-7814	241	10	37	37	NUM
cblr-7814	241	11	,	,	PUNCT
cblr-7814	241	12	at	at	ADP
cblr-7814	241	13	978	978	NUM
cblr-7814	241	14	.	.	PUNCT
cblr-7814	242	1	pedersen	pedersen	NOUN
cblr-7814	242	2	(	(	PUNCT
cblr-7814	242	3	note	note	NOUN
cblr-7814	242	4	)	)	PUNCT
cblr-7814	242	5	1/15/2021	1/15/2021	NUM
cblr-7814	242	6	5:01	5:01	NUM
cblr-7814	242	7	pm	pm	NOUN
cblr-7814	242	8	1140	1140	NUM
cblr-7814	242	9	columbia	columbia	PROPN
cblr-7814	242	10	business	business	NOUN
cblr-7814	242	11	law	law	PROPN
cblr-7814	242	12	review	review	NOUN
cblr-7814	242	13	[	[	X
cblr-7814	242	14	vol	vol	NOUN
cblr-7814	242	15	.	.	PUNCT
cblr-7814	242	16	2020	2020	NUM
cblr-7814	242	17	statistical	statistical	ADJ
cblr-7814	242	18	correlations.95	correlations.95	NOUN
cblr-7814	242	19	beyond	beyond	ADP
cblr-7814	242	20	merely	merely	ADV
cblr-7814	242	21	constructing	construct	VERB
cblr-7814	242	22	a	a	DET
cblr-7814	242	23	descriptive	descriptive	ADJ
cblr-7814	242	24	profile	profile	NOUN
cblr-7814	242	25	of	of	ADP
cblr-7814	242	26	the	the	DET
cblr-7814	242	27	‘	'	PUNCT
cblr-7814	242	28	successful	successful	ADJ
cblr-7814	242	29	’	'	PUNCT
cblr-7814	242	30	or	or	CCONJ
cblr-7814	242	31	‘	'	PUNCT
cblr-7814	242	32	happy	happy	ADJ
cblr-7814	242	33	’	'	PUNCT
cblr-7814	242	34	employee	employee	NOUN
cblr-7814	242	35	,	,	PUNCT
cblr-7814	242	36	people	people	NOUN
cblr-7814	242	37	analytics	analytic	NOUN
cblr-7814	242	38	algorithms	algorithm	NOUN
cblr-7814	242	39	make	make	VERB
cblr-7814	242	40	inferences	inference	NOUN
cblr-7814	242	41	to	to	PART
cblr-7814	242	42	guide	guide	VERB
cblr-7814	242	43	management	management	NOUN
cblr-7814	242	44	.	.	PUNCT
cblr-7814	243	1	for	for	ADP
cblr-7814	243	2	instance	instance	NOUN
cblr-7814	243	3	,	,	PUNCT
cblr-7814	243	4	by	by	ADP
cblr-7814	243	5	predicting	predict	VERB
cblr-7814	243	6	which	which	DET
cblr-7814	243	7	behavioral	behavioral	ADJ
cblr-7814	243	8	profile	profile	VERB
cblr-7814	243	9	a	a	DET
cblr-7814	243	10	particular	particular	ADJ
cblr-7814	243	11	applicant	applicant	NOUN
cblr-7814	243	12	or	or	CCONJ
cblr-7814	243	13	employee	employee	NOUN
cblr-7814	243	14	is	be	AUX
cblr-7814	243	15	statistically	statistically	ADV
cblr-7814	243	16	likely	likely	ADJ
cblr-7814	243	17	to	to	PART
cblr-7814	243	18	fit	fit	VERB
cblr-7814	243	19	,	,	PUNCT
cblr-7814	243	20	an	an	DET
cblr-7814	243	21	algorithm	algorithm	NOUN
cblr-7814	243	22	can	can	AUX
cblr-7814	243	23	recommend	recommend	VERB
cblr-7814	243	24	or	or	CCONJ
cblr-7814	243	25	,	,	PUNCT
cblr-7814	243	26	if	if	SCONJ
cblr-7814	243	27	given	give	VERB
cblr-7814	243	28	enough	enough	ADJ
cblr-7814	243	29	autonomy	autonomy	NOUN
cblr-7814	243	30	,	,	PUNCT
cblr-7814	243	31	automatically	automatically	ADV
cblr-7814	243	32	implement	implement	VERB
cblr-7814	243	33	a	a	DET
cblr-7814	243	34	particular	particular	ADJ
cblr-7814	243	35	action	action	NOUN
cblr-7814	243	36	with	with	ADP
cblr-7814	243	37	respect	respect	NOUN
cblr-7814	243	38	to	to	ADP
cblr-7814	243	39	that	that	DET
cblr-7814	243	40	individual.96	individual.96	PROPN
cblr-7814	243	41	people	people	PROPN
cblr-7814	243	42	analytics	analytic	NOUN
cblr-7814	243	43	systems	system	NOUN
cblr-7814	243	44	can	can	AUX
cblr-7814	243	45	identify	identify	VERB
cblr-7814	243	46	previously	previously	ADV
cblr-7814	243	47	obscure	obscure	ADJ
cblr-7814	243	48	or	or	CCONJ
cblr-7814	243	49	counterintuitive	counterintuitive	ADJ
cblr-7814	243	50	correlations	correlation	NOUN
cblr-7814	243	51	in	in	ADP
cblr-7814	243	52	data	datum	NOUN
cblr-7814	243	53	sets	set	NOUN
cblr-7814	243	54	and	and	CCONJ
cblr-7814	243	55	use	use	VERB
cblr-7814	243	56	them	they	PRON
cblr-7814	243	57	to	to	PART
cblr-7814	243	58	develop	develop	VERB
cblr-7814	243	59	risk	risk	NOUN
cblr-7814	243	60	profiles	profile	NOUN
cblr-7814	243	61	related	relate	VERB
cblr-7814	243	62	to	to	ADP
cblr-7814	243	63	organizational	organizational	ADJ
cblr-7814	243	64	productivity.97	productivity.97	NOUN
cblr-7814	243	65	“	"	PUNCT
cblr-7814	243	66	[	[	X
cblr-7814	243	67	i]nnovations	i]nnovation	NOUN
cblr-7814	243	68	in	in	ADP
cblr-7814	243	69	storage	storage	NOUN
cblr-7814	243	70	capacity	capacity	NOUN
cblr-7814	243	71	,	,	PUNCT
cblr-7814	243	72	data	datum	NOUN
cblr-7814	243	73	aggregation	aggregation	NOUN
cblr-7814	243	74	techniques	technique	NOUN
cblr-7814	243	75	and	and	CCONJ
cblr-7814	243	76	cross	cross	ADJ
cblr-7814	243	77	-	-	ADJ
cblr-7814	243	78	contextual	contextual	ADJ
cblr-7814	243	79	linkability	linkability	NOUN
cblr-7814	243	80	enable	enable	VERB
cblr-7814	243	81	new	new	ADJ
cblr-7814	243	82	forms	form	NOUN
cblr-7814	243	83	of	of	ADP
cblr-7814	243	84	idiopathic	idiopathic	ADJ
cblr-7814	243	85	predictions	prediction	NOUN
cblr-7814	243	86	,	,	PUNCT
cblr-7814	243	87	”	"	PUNCT
cblr-7814	243	88	a	a	DET
cblr-7814	243	89	phenomenon	phenomenon	NOUN
cblr-7814	243	90	that	that	PRON
cblr-7814	243	91	scholars	scholar	NOUN
cblr-7814	243	92	refer	refer	VERB
cblr-7814	243	93	to	to	ADP
cblr-7814	243	94	as	as	ADP
cblr-7814	243	95	“	"	PUNCT
cblr-7814	243	96	the	the	DET
cblr-7814	243	97	computational	computational	ADJ
cblr-7814	243	98	turn	turn	NOUN
cblr-7814	243	99	.	.	PUNCT
cblr-7814	244	1	”98	”98	PUNCT
cblr-7814	245	1	thus	thus	ADV
cblr-7814	245	2	,	,	PUNCT
cblr-7814	245	3	these	these	DET
cblr-7814	245	4	systems	system	NOUN
cblr-7814	245	5	allow	allow	VERB
cblr-7814	245	6	companies	company	NOUN
cblr-7814	245	7	to	to	PART
cblr-7814	245	8	evaluate	evaluate	VERB
cblr-7814	245	9	whether	whether	SCONJ
cblr-7814	245	10	traditionally	traditionally	ADV
cblr-7814	245	11	-	-	PUNCT
cblr-7814	245	12	accepted	accept	VERB
cblr-7814	245	13	or	or	CCONJ
cblr-7814	245	14	unexpected	unexpected	ADJ
cblr-7814	245	15	indicators	indicator	NOUN
cblr-7814	245	16	of	of	ADP
cblr-7814	245	17	success	success	NOUN
cblr-7814	245	18	better	well	ADV
cblr-7814	245	19	correlate	correlate	VERB
cblr-7814	245	20	with	with	ADP
cblr-7814	245	21	business	business	NOUN
cblr-7814	245	22	outcomes	outcome	NOUN
cblr-7814	245	23	.	.	PUNCT
cblr-7814	246	1	ideally	ideally	ADV
cblr-7814	246	2	,	,	PUNCT
cblr-7814	246	3	this	this	DET
cblr-7814	246	4	capability	capability	NOUN
cblr-7814	246	5	will	will	AUX
cblr-7814	246	6	drive	drive	VERB
cblr-7814	246	7	beneficial	beneficial	ADJ
cblr-7814	246	8	innovation	innovation	NOUN
cblr-7814	246	9	in	in	ADP
cblr-7814	246	10	hiring	hiring	NOUN
cblr-7814	246	11	and	and	CCONJ
cblr-7814	246	12	talent	talent	NOUN
cblr-7814	246	13	management	management	NOUN
cblr-7814	246	14	practices	practice	NOUN
cblr-7814	246	15	.	.	PUNCT
cblr-7814	247	1	for	for	ADP
cblr-7814	247	2	instance	instance	NOUN
cblr-7814	247	3	,	,	PUNCT
cblr-7814	247	4	one	one	NUM
cblr-7814	247	5	people	people	NOUN
cblr-7814	247	6	analytics	analytic	NOUN
cblr-7814	247	7	algorithm	algorithm	NOUN
cblr-7814	247	8	found	find	VERB
cblr-7814	247	9	that	that	SCONJ
cblr-7814	247	10	people	people	NOUN
cblr-7814	247	11	with	with	ADP
cblr-7814	247	12	criminal	criminal	ADJ
cblr-7814	247	13	backgrounds	background	NOUN
cblr-7814	247	14	actually	actually	ADV
cblr-7814	247	15	perform	perform	VERB
cblr-7814	247	16	better	well	ADV
cblr-7814	247	17	as	as	ADP
cblr-7814	247	18	call	call	NOUN
cblr-7814	247	19	center	center	NOUN
cblr-7814	247	20	employees	employee	NOUN
cblr-7814	247	21	than	than	ADP
cblr-7814	247	22	those	those	PRON
cblr-7814	247	23	without	without	ADP
cblr-7814	247	24	such	such	ADJ
cblr-7814	247	25	backgrounds.99	backgrounds.99	NOUN
cblr-7814	247	26	given	give	VERB
cblr-7814	247	27	the	the	DET
cblr-7814	247	28	extraordinary	extraordinary	ADJ
cblr-7814	247	29	difficulties	difficulty	NOUN
cblr-7814	247	30	that	that	PRON
cblr-7814	247	31	individuals	individual	NOUN
cblr-7814	247	32	with	with	ADP
cblr-7814	247	33	criminal	criminal	ADJ
cblr-7814	247	34	records	record	NOUN
cblr-7814	247	35	face	face	VERB
cblr-7814	247	36	in	in	ADP
cblr-7814	247	37	the	the	DET
cblr-7814	247	38	employment	employment	NOUN
cblr-7814	247	39	market,100	market,100	PROPN
cblr-7814	247	40	this	this	DET
cblr-7814	247	41	algorithmic	algorithmic	ADJ
cblr-7814	247	42	output	output	NOUN
cblr-7814	247	43	could	could	AUX
cblr-7814	247	44	have	have	VERB
cblr-7814	247	45	the	the	DET
cblr-7814	247	46	desirable	desirable	ADJ
cblr-7814	247	47	effect	effect	NOUN
cblr-7814	247	48	of	of	ADP
cblr-7814	247	49	reducing	reduce	VERB
cblr-7814	247	50	discrimination	discrimination	NOUN
cblr-7814	247	51	against	against	ADP
cblr-7814	247	52	job	job	NOUN
cblr-7814	247	53	applicants	applicant	NOUN
cblr-7814	247	54	with	with	ADP
cblr-7814	247	55	criminal	criminal	ADJ
cblr-7814	247	56	records	record	NOUN
cblr-7814	247	57	by	by	ADP
cblr-7814	247	58	95	95	NUM
cblr-7814	247	59	cf	cf	NOUN
cblr-7814	247	60	.	.	PUNCT
cblr-7814	248	1	ian	ian	PROPN
cblr-7814	248	2	kerr	kerr	PROPN
cblr-7814	248	3	&	&	CCONJ
cblr-7814	248	4	jessica	jessica	PROPN
cblr-7814	248	5	earle	earle	PROPN
cblr-7814	248	6	,	,	PUNCT
cblr-7814	248	7	prediction	prediction	NOUN
cblr-7814	248	8	,	,	PUNCT
cblr-7814	248	9	preemption	preemption	NOUN
cblr-7814	248	10	,	,	PUNCT
cblr-7814	248	11	presumption	presumption	NOUN
cblr-7814	248	12	:	:	PUNCT
cblr-7814	248	13	how	how	SCONJ
cblr-7814	248	14	big	big	ADJ
cblr-7814	248	15	data	datum	NOUN
cblr-7814	248	16	threatens	threaten	VERB
cblr-7814	248	17	big	big	ADJ
cblr-7814	248	18	picture	picture	NOUN
cblr-7814	248	19	privacy	privacy	NOUN
cblr-7814	248	20	,	,	PUNCT
cblr-7814	248	21	66	66	NUM
cblr-7814	248	22	stan	stan	PROPN
cblr-7814	248	23	.	.	PUNCT
cblr-7814	249	1	l.	l.	PROPN
cblr-7814	249	2	rev	rev	PROPN
cblr-7814	249	3	.	.	PROPN
cblr-7814	250	1	online	online	PROPN
cblr-7814	250	2	65	65	NUM
cblr-7814	250	3	,	,	PUNCT
cblr-7814	250	4	67	67	NUM
cblr-7814	250	5	(	(	PUNCT
cblr-7814	250	6	2013	2013	NUM
cblr-7814	250	7	)	)	PUNCT
cblr-7814	250	8	(	(	PUNCT
cblr-7814	250	9	observing	observe	VERB
cblr-7814	250	10	that	that	SCONJ
cblr-7814	250	11	many	many	ADJ
cblr-7814	250	12	predictive	predictive	ADJ
cblr-7814	250	13	algorithms	algorithm	NOUN
cblr-7814	250	14	have	have	VERB
cblr-7814	250	15	the	the	DET
cblr-7814	250	16	prosaic	prosaic	ADJ
cblr-7814	250	17	aim	aim	NOUN
cblr-7814	250	18	of	of	ADP
cblr-7814	250	19	increasing	increase	VERB
cblr-7814	250	20	sales	sale	NOUN
cblr-7814	250	21	)	)	PUNCT
cblr-7814	250	22	.	.	PUNCT
cblr-7814	251	1	96	96	NUM
cblr-7814	251	2	see	see	VERB
cblr-7814	251	3	supra	supra	PROPN
cblr-7814	251	4	notes	note	VERB
cblr-7814	251	5	10–14	10–14	NUM
cblr-7814	251	6	and	and	CCONJ
cblr-7814	251	7	accompanying	accompany	VERB
cblr-7814	251	8	text	text	NOUN
cblr-7814	251	9	.	.	PUNCT
cblr-7814	252	1	97	97	NUM
cblr-7814	252	2	see	see	VERB
cblr-7814	252	3	burdon	burdon	PROPN
cblr-7814	252	4	&	&	CCONJ
cblr-7814	252	5	harpur	harpur	PROPN
cblr-7814	252	6	,	,	PUNCT
cblr-7814	252	7	supra	supra	PROPN
cblr-7814	252	8	note	note	PROPN
cblr-7814	252	9	66	66	NUM
cblr-7814	252	10	,	,	PUNCT
cblr-7814	252	11	at	at	ADP
cblr-7814	252	12	692	692	NUM
cblr-7814	252	13	.	.	PUNCT
cblr-7814	252	14	98	98	NUM
cblr-7814	253	1	ian	ian	PROPN
cblr-7814	253	2	kerr	kerr	PROPN
cblr-7814	253	3	,	,	PUNCT
cblr-7814	253	4	prediction	prediction	NOUN
cblr-7814	253	5	,	,	PUNCT
cblr-7814	253	6	preemption	preemption	NOUN
cblr-7814	253	7	,	,	PUNCT
cblr-7814	253	8	presumption	presumption	NOUN
cblr-7814	253	9	:	:	PUNCT
cblr-7814	253	10	the	the	DET
cblr-7814	253	11	path	path	NOUN
cblr-7814	253	12	of	of	ADP
cblr-7814	253	13	law	law	NOUN
cblr-7814	253	14	after	after	ADP
cblr-7814	253	15	the	the	DET
cblr-7814	253	16	computational	computational	ADJ
cblr-7814	253	17	turn	turn	NOUN
cblr-7814	253	18	,	,	PUNCT
cblr-7814	253	19	in	in	ADP
cblr-7814	253	20	privacy	privacy	NOUN
cblr-7814	253	21	,	,	PUNCT
cblr-7814	253	22	due	due	ADJ
cblr-7814	253	23	process	process	NOUN
cblr-7814	253	24	and	and	CCONJ
cblr-7814	253	25	the	the	DET
cblr-7814	253	26	computational	computational	ADJ
cblr-7814	253	27	turn	turn	NOUN
cblr-7814	253	28	:	:	PUNCT
cblr-7814	253	29	the	the	DET
cblr-7814	253	30	philosophy	philosophy	NOUN
cblr-7814	253	31	of	of	ADP
cblr-7814	253	32	law	law	NOUN
cblr-7814	253	33	meets	meet	VERB
cblr-7814	253	34	the	the	DET
cblr-7814	253	35	philosophy	philosophy	NOUN
cblr-7814	253	36	of	of	ADP
cblr-7814	253	37	technology	technology	NOUN
cblr-7814	253	38	91	91	NUM
cblr-7814	253	39	,	,	PUNCT
cblr-7814	253	40	92	92	NUM
cblr-7814	253	41	(	(	PUNCT
cblr-7814	253	42	mireille	mireille	PROPN
cblr-7814	253	43	hildebrandt	hildebrandt	PROPN
cblr-7814	253	44	&	&	CCONJ
cblr-7814	253	45	katja	katja	PROPN
cblr-7814	253	46	de	de	PROPN
cblr-7814	253	47	vries	vries	PROPN
cblr-7814	253	48	eds	eds	PROPN
cblr-7814	253	49	.	.	PROPN
cblr-7814	253	50	,	,	PUNCT
cblr-7814	253	51	2013	2013	NUM
cblr-7814	253	52	)	)	PUNCT
cblr-7814	253	53	.	.	PUNCT
cblr-7814	254	1	99	99	NUM
cblr-7814	254	2	see	see	VERB
cblr-7814	254	3	robot	robot	NOUN
cblr-7814	254	4	recruiters	recruiter	NOUN
cblr-7814	254	5	,	,	PUNCT
cblr-7814	254	6	economist	economist	NOUN
cblr-7814	254	7	,	,	PUNCT
cblr-7814	254	8	apr	apr	PROPN
cblr-7814	254	9	.	.	PROPN
cblr-7814	254	10	6	6	NUM
cblr-7814	254	11	,	,	PUNCT
cblr-7814	254	12	2013	2013	NUM
cblr-7814	254	13	,	,	PUNCT
cblr-7814	254	14	at	at	ADP
cblr-7814	254	15	78	78	NUM
cblr-7814	254	16	,	,	PUNCT
cblr-7814	254	17	78	78	NUM
cblr-7814	254	18	.	.	NOUN
cblr-7814	254	19	100	100	NUM
cblr-7814	254	20	see	see	VERB
cblr-7814	254	21	i	i	PRON
cblr-7814	254	22	d.	d.	PROPN
cblr-7814	254	23	(	(	PUNCT
cblr-7814	254	24	“	"	PUNCT
cblr-7814	254	25	[	[	X
cblr-7814	254	26	f]irms	f]irm	NOUN
cblr-7814	254	27	routinely	routinely	ADV
cblr-7814	254	28	cull	cull	NOUN
cblr-7814	254	29	job	job	NOUN
cblr-7814	254	30	candidates	candidate	NOUN
cblr-7814	254	31	with	with	ADP
cblr-7814	254	32	a	a	DET
cblr-7814	254	33	criminal	criminal	ADJ
cblr-7814	254	34	record	record	NOUN
cblr-7814	254	35	.	.	PUNCT
cblr-7814	254	36	”	"	PUNCT
cblr-7814	254	37	)	)	PUNCT
cblr-7814	254	38	.	.	PUNCT
cblr-7814	255	1	pedersen	pedersen	NOUN
cblr-7814	255	2	(	(	PUNCT
cblr-7814	255	3	note	note	NOUN
cblr-7814	255	4	)	)	PUNCT
cblr-7814	255	5	1/15/2021	1/15/2021	NUM
cblr-7814	255	6	5:01	5:01	NUM
cblr-7814	255	7	pm	pm	NOUN
cblr-7814	255	8	no	no	INTJ
cblr-7814	255	9	.	.	PUNCT
cblr-7814	256	1	3:1122	3:1122	NUM
cblr-7814	256	2	]	]	X
cblr-7814	256	3	people	people	NOUN
cblr-7814	256	4	analytics	analytic	NOUN
cblr-7814	256	5	and	and	CCONJ
cblr-7814	256	6	individual	individual	ADJ
cblr-7814	256	7	autonomy	autonomy	NOUN
cblr-7814	256	8	1141	1141	NUM
cblr-7814	256	9	reducing	reduce	VERB
cblr-7814	256	10	the	the	DET
cblr-7814	256	11	perceived	perceive	VERB
cblr-7814	256	12	relevance	relevance	NOUN
cblr-7814	256	13	of	of	ADP
cblr-7814	256	14	a	a	DET
cblr-7814	256	15	criminal	criminal	ADJ
cblr-7814	256	16	record	record	NOUN
cblr-7814	256	17	to	to	ADP
cblr-7814	256	18	productivity	productivity	NOUN
cblr-7814	256	19	.	.	PUNCT
cblr-7814	257	1	however	however	ADV
cblr-7814	257	2	,	,	PUNCT
cblr-7814	257	3	depending	depend	VERB
cblr-7814	257	4	on	on	ADP
cblr-7814	257	5	the	the	DET
cblr-7814	257	6	disposition	disposition	NOUN
cblr-7814	257	7	of	of	ADP
cblr-7814	257	8	available	available	ADJ
cblr-7814	257	9	data	datum	NOUN
cblr-7814	257	10	at	at	ADP
cblr-7814	257	11	a	a	DET
cblr-7814	257	12	given	give	VERB
cblr-7814	257	13	moment	moment	NOUN
cblr-7814	257	14	,	,	PUNCT
cblr-7814	257	15	an	an	DET
cblr-7814	257	16	algorithm	algorithm	NOUN
cblr-7814	257	17	may	may	AUX
cblr-7814	257	18	also	also	ADV
cblr-7814	257	19	suggest	suggest	VERB
cblr-7814	257	20	that	that	SCONJ
cblr-7814	257	21	employers	employer	NOUN
cblr-7814	257	22	attach	attach	VERB
cblr-7814	257	23	enhanced	enhanced	ADJ
cblr-7814	257	24	relevance	relevance	NOUN
cblr-7814	257	25	to	to	ADP
cblr-7814	257	26	highly	highly	ADV
cblr-7814	257	27	subjective	subjective	ADJ
cblr-7814	257	28	characteristics	characteristic	NOUN
cblr-7814	257	29	with	with	ADP
cblr-7814	257	30	an	an	DET
cblr-7814	257	31	attenuated	attenuated	ADJ
cblr-7814	257	32	relationship	relationship	NOUN
cblr-7814	257	33	to	to	ADP
cblr-7814	257	34	the	the	DET
cblr-7814	257	35	employee	employee	NOUN
cblr-7814	257	36	’s	’s	PART
cblr-7814	257	37	job	job	NOUN
cblr-7814	257	38	duties	duty	NOUN
cblr-7814	257	39	.	.	PUNCT
cblr-7814	258	1	evolv	evolv	PROPN
cblr-7814	258	2	,	,	PUNCT
cblr-7814	258	3	a	a	DET
cblr-7814	258	4	vendor	vendor	NOUN
cblr-7814	258	5	of	of	ADP
cblr-7814	258	6	people	people	NOUN
cblr-7814	258	7	analytics	analytic	NOUN
cblr-7814	258	8	software	software	NOUN
cblr-7814	258	9	,	,	PUNCT
cblr-7814	258	10	helped	help	VERB
cblr-7814	258	11	xerox	xerox	PROPN
cblr-7814	258	12	construct	construct	VERB
cblr-7814	258	13	a	a	DET
cblr-7814	258	14	profile	profile	NOUN
cblr-7814	258	15	of	of	ADP
cblr-7814	258	16	the	the	DET
cblr-7814	258	17	ideal	ideal	ADJ
cblr-7814	258	18	customer	customer	NOUN
cblr-7814	258	19	-	-	PUNCT
cblr-7814	258	20	care	care	NOUN
cblr-7814	258	21	representative	representative	NOUN
cblr-7814	258	22	and	and	CCONJ
cblr-7814	258	23	attached	attach	VERB
cblr-7814	258	24	relevance	relevance	NOUN
cblr-7814	258	25	to	to	ADP
cblr-7814	258	26	other	other	ADJ
cblr-7814	258	27	characteristics	characteristic	NOUN
cblr-7814	258	28	based	base	VERB
cblr-7814	258	29	on	on	ADP
cblr-7814	258	30	complex	complex	ADJ
cblr-7814	258	31	correlations.101	correlations.101	PROPN
cblr-7814	258	32	its	its	PRON
cblr-7814	258	33	model	model	NOUN
cblr-7814	258	34	favored	favor	VERB
cblr-7814	258	35	employees	employee	NOUN
cblr-7814	258	36	who	who	PRON
cblr-7814	258	37	were	be	AUX
cblr-7814	258	38	“	"	PUNCT
cblr-7814	258	39	creative	creative	ADJ
cblr-7814	258	40	but	but	CCONJ
cblr-7814	258	41	not	not	PART
cblr-7814	258	42	overly	overly	ADV
cblr-7814	258	43	inquisitive	inquisitive	ADJ
cblr-7814	258	44	,	,	PUNCT
cblr-7814	258	45	”	"	PUNCT
cblr-7814	258	46	and	and	CCONJ
cblr-7814	258	47	who	who	PRON
cblr-7814	258	48	were	be	AUX
cblr-7814	258	49	members	member	NOUN
cblr-7814	258	50	of	of	ADP
cblr-7814	258	51	at	at	ADV
cblr-7814	258	52	least	least	ADJ
cblr-7814	258	53	“	"	PUNCT
cblr-7814	258	54	one	one	NUM
cblr-7814	258	55	but	but	CCONJ
cblr-7814	258	56	no	no	DET
cblr-7814	258	57	more	more	ADJ
cblr-7814	258	58	than	than	ADP
cblr-7814	258	59	four	four	NUM
cblr-7814	258	60	social	social	ADJ
cblr-7814	258	61	networks	network	NOUN
cblr-7814	258	62	.	.	PUNCT
cblr-7814	259	1	”102	”102	PROPN
cblr-7814	260	1	the	the	DET
cblr-7814	260	2	identification	identification	NOUN
cblr-7814	260	3	,	,	PUNCT
cblr-7814	260	4	interpretation	interpretation	NOUN
cblr-7814	260	5	,	,	PUNCT
cblr-7814	260	6	and	and	CCONJ
cblr-7814	260	7	operationalization	operationalization	NOUN
cblr-7814	260	8	of	of	ADP
cblr-7814	260	9	correlations	correlation	NOUN
cblr-7814	260	10	like	like	ADP
cblr-7814	260	11	these	these	PRON
cblr-7814	260	12	fundamentally	fundamentally	ADV
cblr-7814	260	13	depends	depend	VERB
cblr-7814	260	14	on	on	ADP
cblr-7814	260	15	the	the	DET
cblr-7814	260	16	opinions	opinion	NOUN
cblr-7814	260	17	embedded	embed	VERB
cblr-7814	260	18	in	in	ADP
cblr-7814	260	19	the	the	DET
cblr-7814	260	20	algorithm	algorithm	NOUN
cblr-7814	260	21	’s	’s	PART
cblr-7814	260	22	code	code	NOUN
cblr-7814	260	23	.	.	PUNCT
cblr-7814	261	1	people	people	NOUN
cblr-7814	261	2	analytics	analytic	NOUN
cblr-7814	261	3	systems	system	NOUN
cblr-7814	261	4	also	also	ADV
cblr-7814	261	5	can	can	AUX
cblr-7814	261	6	synthesize	synthesize	VERB
cblr-7814	261	7	quickly	quickly	ADV
cblr-7814	261	8	new	new	ADJ
cblr-7814	261	9	data	datum	NOUN
cblr-7814	261	10	derived	derive	VERB
cblr-7814	261	11	from	from	ADP
cblr-7814	261	12	real	real	ADJ
cblr-7814	261	13	-	-	PUNCT
cblr-7814	261	14	time	time	NOUN
cblr-7814	261	15	monitoring	monitoring	NOUN
cblr-7814	261	16	of	of	ADP
cblr-7814	261	17	employee	employee	NOUN
cblr-7814	261	18	activities	activity	NOUN
cblr-7814	261	19	.	.	PUNCT
cblr-7814	262	1	an	an	DET
cblr-7814	262	2	algorithm	algorithm	NOUN
cblr-7814	262	3	may	may	AUX
cblr-7814	262	4	spot	spot	VERB
cblr-7814	262	5	emerging	emerge	VERB
cblr-7814	262	6	sources	source	NOUN
cblr-7814	262	7	of	of	ADP
cblr-7814	262	8	potential	potential	ADJ
cblr-7814	262	9	risk	risk	NOUN
cblr-7814	262	10	and	and	CCONJ
cblr-7814	262	11	alert	alert	NOUN
cblr-7814	262	12	managers	manager	NOUN
cblr-7814	262	13	so	so	SCONJ
cblr-7814	262	14	they	they	PRON
cblr-7814	262	15	can	can	AUX
cblr-7814	262	16	take	take	VERB
cblr-7814	262	17	preemptive	preemptive	ADJ
cblr-7814	262	18	action.103	action.103	NOUN
cblr-7814	262	19	this	this	PRON
cblr-7814	262	20	is	be	AUX
cblr-7814	262	21	useful	useful	ADJ
cblr-7814	262	22	for	for	ADP
cblr-7814	262	23	enforcing	enforce	VERB
cblr-7814	262	24	workplace	workplace	NOUN
cblr-7814	262	25	policies	policy	NOUN
cblr-7814	262	26	and	and	CCONJ
cblr-7814	262	27	identifying	identify	VERB
cblr-7814	262	28	theft	theft	NOUN
cblr-7814	262	29	,	,	PUNCT
cblr-7814	262	30	fraud	fraud	NOUN
cblr-7814	262	31	,	,	PUNCT
cblr-7814	262	32	and	and	CCONJ
cblr-7814	262	33	misuse	misuse	NOUN
cblr-7814	262	34	of	of	ADP
cblr-7814	262	35	organizational	organizational	ADJ
cblr-7814	262	36	information.104	information.104	NOUN
cblr-7814	262	37	in	in	ADP
cblr-7814	262	38	industries	industry	NOUN
cblr-7814	262	39	with	with	ADP
cblr-7814	262	40	high	high	ADJ
cblr-7814	262	41	rates	rate	NOUN
cblr-7814	262	42	of	of	ADP
cblr-7814	262	43	turnover	turnover	NOUN
cblr-7814	262	44	,	,	PUNCT
cblr-7814	262	45	real	real	ADJ
cblr-7814	262	46	-	-	PUNCT
cblr-7814	262	47	time	time	NOUN
cblr-7814	262	48	monitoring	monitoring	NOUN
cblr-7814	262	49	also	also	ADV
cblr-7814	262	50	can	can	AUX
cblr-7814	262	51	reduce	reduce	VERB
cblr-7814	262	52	attrition	attrition	NOUN
cblr-7814	262	53	by	by	ADP
cblr-7814	262	54	analyzing	analyze	VERB
cblr-7814	262	55	factors	factor	NOUN
cblr-7814	262	56	indicative	indicative	ADJ
cblr-7814	262	57	of	of	ADP
cblr-7814	262	58	an	an	DET
cblr-7814	262	59	impending	impending	ADJ
cblr-7814	262	60	resignation	resignation	NOUN
cblr-7814	262	61	and	and	CCONJ
cblr-7814	262	62	predicting	predict	VERB
cblr-7814	262	63	when	when	SCONJ
cblr-7814	262	64	an	an	DET
cblr-7814	262	65	employee	employee	NOUN
cblr-7814	262	66	is	be	AUX
cblr-7814	262	67	considering	consider	VERB
cblr-7814	262	68	leaving	leave	VERB
cblr-7814	262	69	the	the	DET
cblr-7814	262	70	company	company	NOUN
cblr-7814	262	71	.	.	PUNCT
cblr-7814	263	1	relevant	relevant	ADJ
cblr-7814	263	2	factors	factor	NOUN
cblr-7814	263	3	identified	identify	VERB
cblr-7814	263	4	by	by	ADP
cblr-7814	263	5	people	people	NOUN
cblr-7814	263	6	analytics	analytic	NOUN
cblr-7814	263	7	include	include	VERB
cblr-7814	263	8	language	language	NOUN
cblr-7814	263	9	patterns	pattern	NOUN
cblr-7814	263	10	in	in	ADP
cblr-7814	263	11	emails	email	NOUN
cblr-7814	263	12	and	and	CCONJ
cblr-7814	263	13	“	"	PUNCT
cblr-7814	263	14	suspicious	suspicious	ADJ
cblr-7814	263	15	”	"	PUNCT
cblr-7814	263	16	web	web	NOUN
cblr-7814	263	17	traffic	traffic	NOUN
cblr-7814	263	18	,	,	PUNCT
cblr-7814	263	19	such	such	ADJ
cblr-7814	263	20	as	as	ADP
cblr-7814	263	21	increased	increase	VERB
cblr-7814	263	22	visits	visit	NOUN
cblr-7814	263	23	to	to	ADP
cblr-7814	263	24	linkedin	linkedin	NOUN
cblr-7814	263	25	or	or	CCONJ
cblr-7814	263	26	facebook	facebook	NOUN
cblr-7814	263	27	,	,	PUNCT
cblr-7814	263	28	which	which	PRON
cblr-7814	263	29	,	,	PUNCT
cblr-7814	263	30	when	when	SCONJ
cblr-7814	263	31	tracked	track	VERB
cblr-7814	263	32	continuously	continuously	ADV
cblr-7814	263	33	,	,	PUNCT
cblr-7814	263	34	allow	allow	VERB
cblr-7814	263	35	preemptive	preemptive	ADJ
cblr-7814	263	36	employer	employer	NOUN
cblr-7814	263	37	action.105	action.105	NOUN
cblr-7814	263	38	101	101	NUM
cblr-7814	263	39	see	see	VERB
cblr-7814	263	40	burdon	burdon	PROPN
cblr-7814	263	41	&	&	CCONJ
cblr-7814	263	42	harpur	harpur	PROPN
cblr-7814	263	43	,	,	PUNCT
cblr-7814	263	44	supra	supra	PROPN
cblr-7814	263	45	note	note	PROPN
cblr-7814	263	46	66	66	NUM
cblr-7814	263	47	,	,	PUNCT
cblr-7814	263	48	at	at	ADP
cblr-7814	263	49	690	690	NUM
cblr-7814	263	50	.	.	PUNCT
cblr-7814	263	51	102	102	NUM
cblr-7814	263	52	see	see	VERB
cblr-7814	263	53	i	i	PRON
cblr-7814	263	54	d.	d.	PROPN
cblr-7814	263	55	at	at	ADP
cblr-7814	263	56	688	688	NUM
cblr-7814	263	57	.	.	PUNCT
cblr-7814	263	58	103	103	NUM
cblr-7814	263	59	see	see	NOUN
cblr-7814	263	60	fineman	fineman	NOUN
cblr-7814	263	61	,	,	PUNCT
cblr-7814	263	62	supra	supra	PROPN
cblr-7814	263	63	note	note	NOUN
cblr-7814	263	64	17	17	NUM
cblr-7814	263	65	.	.	PUNCT
cblr-7814	264	1	(	(	PUNCT
cblr-7814	264	2	“	"	PUNCT
cblr-7814	264	3	one	one	NUM
cblr-7814	264	4	of	of	ADP
cblr-7814	264	5	[	[	X
cblr-7814	264	6	deloitte	deloitte	NOUN
cblr-7814	264	7	’s	’s	PART
cblr-7814	264	8	]	]	PUNCT
cblr-7814	264	9	clients	client	NOUN
cblr-7814	264	10	built	build	VERB
cblr-7814	264	11	a	a	DET
cblr-7814	264	12	‘	'	PUNCT
cblr-7814	264	13	talent	talent	NOUN
cblr-7814	264	14	management	management	NOUN
cblr-7814	264	15	dashboard	dashboard	NOUN
cblr-7814	264	16	’	'	PUNCT
cblr-7814	264	17	that	that	PRON
cblr-7814	264	18	analyzes	analyze	VERB
cblr-7814	264	19	10	10	NUM
cblr-7814	264	20	different	different	ADJ
cblr-7814	264	21	measures	measure	NOUN
cblr-7814	264	22	of	of	ADP
cblr-7814	264	23	team	team	NOUN
cblr-7814	264	24	engagement	engagement	NOUN
cblr-7814	264	25	and	and	CCONJ
cblr-7814	264	26	performance	performance	NOUN
cblr-7814	264	27	,	,	PUNCT
cblr-7814	264	28	and	and	CCONJ
cblr-7814	264	29	delivers	deliver	VERB
cblr-7814	264	30	this	this	DET
cblr-7814	264	31	information	information	NOUN
cblr-7814	264	32	to	to	ADP
cblr-7814	264	33	all	all	DET
cblr-7814	264	34	team	team	NOUN
cblr-7814	264	35	leaders	leader	NOUN
cblr-7814	264	36	and	and	CCONJ
cblr-7814	264	37	senior	senior	ADJ
cblr-7814	264	38	managers	manager	NOUN
cblr-7814	264	39	throughout	throughout	ADP
cblr-7814	264	40	the	the	DET
cblr-7814	264	41	company	company	NOUN
cblr-7814	264	42	.	.	PUNCT
cblr-7814	264	43	.	.	PUNCT
cblr-7814	264	44	.	.	PUNCT
cblr-7814	265	1	.	.	PUNCT
cblr-7814	266	1	helping	help	VERB
cblr-7814	266	2	them	they	PRON
cblr-7814	266	3	understand	understand	VERB
cblr-7814	266	4	hiring	hiring	NOUN
cblr-7814	266	5	,	,	PUNCT
cblr-7814	266	6	management	management	NOUN
cblr-7814	266	7	,	,	PUNCT
cblr-7814	266	8	and	and	CCONJ
cblr-7814	266	9	performance	performance	NOUN
cblr-7814	266	10	issues	issue	NOUN
cblr-7814	266	11	around	around	ADP
cblr-7814	266	12	the	the	DET
cblr-7814	266	13	company	company	NOUN
cblr-7814	266	14	in	in	ADP
cblr-7814	266	15	real	real	ADJ
cblr-7814	266	16	time	time	NOUN
cblr-7814	266	17	.	.	PUNCT
cblr-7814	266	18	”	"	PUNCT
cblr-7814	266	19	)	)	PUNCT
cblr-7814	266	20	.	.	PUNCT
cblr-7814	267	1	104	104	NUM
cblr-7814	267	2	see	see	VERB
cblr-7814	267	3	tursunbayeva	tursunbayeva	PROPN
cblr-7814	267	4	et	et	PROPN
cblr-7814	267	5	al	al	PROPN
cblr-7814	267	6	.	.	PROPN
cblr-7814	267	7	,	,	PUNCT
cblr-7814	267	8	supra	supra	PROPN
cblr-7814	267	9	note	note	PROPN
cblr-7814	267	10	11	11	NUM
cblr-7814	267	11	,	,	PUNCT
cblr-7814	267	12	at	at	ADP
cblr-7814	267	13	224	224	NUM
cblr-7814	267	14	.	.	PUNCT
cblr-7814	268	1	105	105	NUM
cblr-7814	268	2	see	see	VERB
cblr-7814	268	3	burdon	burdon	PROPN
cblr-7814	268	4	&	&	CCONJ
cblr-7814	268	5	harpur	harpur	PROPN
cblr-7814	268	6	,	,	PUNCT
cblr-7814	268	7	supra	supra	PROPN
cblr-7814	268	8	note	note	PROPN
cblr-7814	268	9	66	66	NUM
cblr-7814	268	10	,	,	PUNCT
cblr-7814	268	11	at	at	ADP
cblr-7814	268	12	689	689	NUM
cblr-7814	268	13	.	.	PUNCT
cblr-7814	269	1	pedersen	pedersen	NOUN
cblr-7814	269	2	(	(	PUNCT
cblr-7814	269	3	note	note	NOUN
cblr-7814	269	4	)	)	PUNCT
cblr-7814	269	5	1/15/2021	1/15/2021	NUM
cblr-7814	269	6	5:01	5:01	NUM
cblr-7814	269	7	pm	pm	PROPN
cblr-7814	269	8	1142	1142	NUM
cblr-7814	269	9	columbia	columbia	PROPN
cblr-7814	269	10	business	business	NOUN
cblr-7814	269	11	law	law	PROPN
cblr-7814	269	12	review	review	NOUN
cblr-7814	269	13	[	[	X
cblr-7814	269	14	vol	vol	NOUN
cblr-7814	269	15	.	.	PUNCT
cblr-7814	269	16	2020	2020	NUM
cblr-7814	269	17	b.	b.	PROPN
cblr-7814	269	18	market	market	NOUN
cblr-7814	269	19	forces	force	NOUN
cblr-7814	269	20	fail	fail	VERB
cblr-7814	269	21	to	to	PART
cblr-7814	269	22	incentivize	incentivize	VERB
cblr-7814	269	23	improvements	improvement	NOUN
cblr-7814	269	24	to	to	PART
cblr-7814	269	25	biased	biased	ADJ
cblr-7814	269	26	,	,	PUNCT
cblr-7814	269	27	arbitrary	arbitrary	ADJ
cblr-7814	269	28	,	,	PUNCT
cblr-7814	269	29	and	and	CCONJ
cblr-7814	269	30	ineffective	ineffective	ADJ
cblr-7814	269	31	algorithms	algorithm	NOUN
cblr-7814	269	32	predictive	predictive	ADJ
cblr-7814	269	33	algorithms	algorithm	NOUN
cblr-7814	269	34	revolutionized	revolutionize	VERB
cblr-7814	269	35	baseball	baseball	NOUN
cblr-7814	269	36	largely	largely	ADV
cblr-7814	269	37	due	due	ADP
cblr-7814	269	38	to	to	ADP
cblr-7814	269	39	the	the	DET
cblr-7814	269	40	quality	quality	NOUN
cblr-7814	269	41	and	and	CCONJ
cblr-7814	269	42	amount	amount	NOUN
cblr-7814	269	43	of	of	ADP
cblr-7814	269	44	publicly	publicly	ADV
cblr-7814	269	45	available	available	ADJ
cblr-7814	269	46	baseball	baseball	NOUN
cblr-7814	269	47	data	datum	NOUN
cblr-7814	269	48	,	,	PUNCT
cblr-7814	269	49	as	as	ADV
cblr-7814	269	50	well	well	ADV
cblr-7814	269	51	as	as	ADP
cblr-7814	269	52	the	the	DET
cblr-7814	269	53	the	the	DET
cblr-7814	269	54	ability	ability	NOUN
cblr-7814	269	55	to	to	PART
cblr-7814	269	56	collect	collect	VERB
cblr-7814	269	57	“	"	PUNCT
cblr-7814	269	58	objective	objective	ADJ
cblr-7814	269	59	measures	measure	NOUN
cblr-7814	269	60	of	of	ADP
cblr-7814	269	61	individual	individual	ADJ
cblr-7814	269	62	performance	performance	NOUN
cblr-7814	269	63	under	under	ADP
cblr-7814	269	64	well	well	ADV
cblr-7814	269	65	-	-	PUNCT
cblr-7814	269	66	specified	specify	VERB
cblr-7814	269	67	conditions	condition	NOUN
cblr-7814	269	68	.	.	PUNCT
cblr-7814	270	1	”106	”106	NOUN
cblr-7814	270	2	when	when	SCONJ
cblr-7814	270	3	applied	apply	VERB
cblr-7814	270	4	to	to	ADP
cblr-7814	270	5	the	the	DET
cblr-7814	270	6	ordinary	ordinary	ADJ
cblr-7814	270	7	workplace	workplace	NOUN
cblr-7814	270	8	,	,	PUNCT
cblr-7814	270	9	however	however	ADV
cblr-7814	270	10	,	,	PUNCT
cblr-7814	270	11	algorithmic	algorithmic	ADJ
cblr-7814	270	12	methodologies	methodology	NOUN
cblr-7814	270	13	are	be	AUX
cblr-7814	270	14	more	more	ADV
cblr-7814	270	15	likely	likely	ADJ
cblr-7814	270	16	to	to	PART
cblr-7814	270	17	exhibit	exhibit	VERB
cblr-7814	270	18	bias	bias	NOUN
cblr-7814	270	19	that	that	SCONJ
cblr-7814	270	20	market	market	NOUN
cblr-7814	270	21	competition	competition	NOUN
cblr-7814	270	22	can	can	AUX
cblr-7814	270	23	not	not	PART
cblr-7814	270	24	effectively	effectively	ADV
cblr-7814	270	25	or	or	CCONJ
cblr-7814	270	26	“	"	PUNCT
cblr-7814	270	27	reliably	reliably	ADV
cblr-7814	270	28	eliminate	eliminate	VERB
cblr-7814	270	29	.	.	PUNCT
cblr-7814	270	30	”107	”107	PUNCT
cblr-7814	271	1	the	the	DET
cblr-7814	271	2	laissez	laissez	NOUN
cblr-7814	271	3	-	-	PUNCT
cblr-7814	271	4	faire	faire	NOUN
cblr-7814	271	5	argument	argument	NOUN
cblr-7814	271	6	that	that	SCONJ
cblr-7814	271	7	market	market	NOUN
cblr-7814	271	8	forces	force	NOUN
cblr-7814	271	9	will	will	AUX
cblr-7814	271	10	drive	drive	VERB
cblr-7814	271	11	improvement	improvement	NOUN
cblr-7814	271	12	or	or	CCONJ
cblr-7814	271	13	abandonment	abandonment	NOUN
cblr-7814	271	14	of	of	ADP
cblr-7814	271	15	biased	biased	ADJ
cblr-7814	271	16	and	and	CCONJ
cblr-7814	271	17	ineffective	ineffective	ADJ
cblr-7814	271	18	algorithms	algorithm	NOUN
cblr-7814	271	19	fundamentally	fundamentally	ADV
cblr-7814	271	20	misunderstands	misunderstand	VERB
cblr-7814	271	21	the	the	DET
cblr-7814	271	22	mechanics	mechanic	NOUN
cblr-7814	271	23	of	of	ADP
cblr-7814	271	24	prediction	prediction	NOUN
cblr-7814	271	25	and	and	CCONJ
cblr-7814	271	26	underestimates	underestimate	VERB
cblr-7814	271	27	the	the	DET
cblr-7814	271	28	disparity	disparity	NOUN
cblr-7814	271	29	in	in	ADP
cblr-7814	271	30	bargaining	bargaining	NOUN
cblr-7814	271	31	power	power	NOUN
cblr-7814	271	32	between	between	ADP
cblr-7814	271	33	employees	employee	NOUN
cblr-7814	271	34	and	and	CCONJ
cblr-7814	271	35	employers	employer	NOUN
cblr-7814	271	36	.	.	PUNCT
cblr-7814	272	1	employers	employer	NOUN
cblr-7814	272	2	rely	rely	VERB
cblr-7814	272	3	on	on	ADP
cblr-7814	272	4	the	the	DET
cblr-7814	272	5	developers	developer	NOUN
cblr-7814	272	6	of	of	ADP
cblr-7814	272	7	people	people	NOUN
cblr-7814	272	8	analytics	analytic	NOUN
cblr-7814	272	9	software	software	NOUN
cblr-7814	272	10	to	to	PART
cblr-7814	272	11	program	program	NOUN
cblr-7814	272	12	algorithms	algorithm	NOUN
cblr-7814	272	13	that	that	PRON
cblr-7814	272	14	will	will	AUX
cblr-7814	272	15	not	not	PART
cblr-7814	272	16	discriminate	discriminate	VERB
cblr-7814	272	17	against	against	ADP
cblr-7814	272	18	protected	protect	VERB
cblr-7814	272	19	groups	group	NOUN
cblr-7814	272	20	;	;	PUNCT
cblr-7814	272	21	however	however	ADV
cblr-7814	272	22	,	,	PUNCT
cblr-7814	272	23	this	this	PRON
cblr-7814	272	24	requires	require	VERB
cblr-7814	272	25	more	more	ADJ
cblr-7814	272	26	than	than	ADP
cblr-7814	272	27	data	data	NOUN
cblr-7814	272	28	cleansing	cleansing	NOUN
cblr-7814	272	29	and	and	CCONJ
cblr-7814	272	30	error	error	NOUN
cblr-7814	272	31	correction	correction	NOUN
cblr-7814	272	32	.	.	PUNCT
cblr-7814	273	1	even	even	ADV
cblr-7814	273	2	if	if	SCONJ
cblr-7814	273	3	programmers	programmer	NOUN
cblr-7814	273	4	have	have	VERB
cblr-7814	273	5	no	no	DET
cblr-7814	273	6	discriminatory	discriminatory	ADJ
cblr-7814	273	7	intent	intent	NOUN
cblr-7814	273	8	,	,	PUNCT
cblr-7814	273	9	u.s	u.s	PROPN
cblr-7814	273	10	.	.	PROPN
cblr-7814	273	11	employment	employment	NOUN
cblr-7814	273	12	data	datum	NOUN
cblr-7814	273	13	nonetheless	nonetheless	ADV
cblr-7814	273	14	reflect	reflect	VERB
cblr-7814	273	15	the	the	DET
cblr-7814	273	16	country	country	NOUN
cblr-7814	273	17	’s	’s	PART
cblr-7814	273	18	long	long	ADJ
cblr-7814	273	19	history	history	NOUN
cblr-7814	273	20	of	of	ADP
cblr-7814	273	21	structural	structural	ADJ
cblr-7814	273	22	discrimination	discrimination	NOUN
cblr-7814	273	23	,	,	PUNCT
cblr-7814	273	24	and	and	CCONJ
cblr-7814	273	25	predictions	prediction	NOUN
cblr-7814	273	26	relying	rely	VERB
cblr-7814	273	27	on	on	ADP
cblr-7814	273	28	complex	complex	ADJ
cblr-7814	273	29	statistical	statistical	ADJ
cblr-7814	273	30	biases	bias	NOUN
cblr-7814	273	31	in	in	ADP
cblr-7814	273	32	the	the	DET
cblr-7814	273	33	data	datum	NOUN
cblr-7814	273	34	may	may	AUX
cblr-7814	273	35	reproduce	reproduce	VERB
cblr-7814	273	36	similar	similar	ADJ
cblr-7814	273	37	forms	form	NOUN
cblr-7814	273	38	of	of	ADP
cblr-7814	273	39	systemic	systemic	ADJ
cblr-7814	273	40	disadvantage	disadvantage	NOUN
cblr-7814	273	41	to	to	PART
cblr-7814	273	42	protected	protect	VERB
cblr-7814	273	43	classes.108	classes.108	NOUN
cblr-7814	273	44	eliminating	eliminate	VERB
cblr-7814	273	45	such	such	ADJ
cblr-7814	273	46	biases	bias	NOUN
cblr-7814	273	47	requires	require	VERB
cblr-7814	273	48	that	that	SCONJ
cblr-7814	273	49	the	the	DET
cblr-7814	273	50	developer	developer	NOUN
cblr-7814	273	51	weigh	weigh	VERB
cblr-7814	273	52	sensitive	sensitive	ADJ
cblr-7814	273	53	ethical	ethical	ADJ
cblr-7814	273	54	and	and	CCONJ
cblr-7814	273	55	policy	policy	NOUN
cblr-7814	273	56	tradeoffs	tradeoff	NOUN
cblr-7814	273	57	and	and	CCONJ
cblr-7814	273	58	that	that	SCONJ
cblr-7814	273	59	the	the	DET
cblr-7814	273	60	programmer	programmer	NOUN
cblr-7814	273	61	have	have	VERB
cblr-7814	273	62	a	a	DET
cblr-7814	273	63	deep	deep	ADJ
cblr-7814	273	64	understanding	understanding	NOUN
cblr-7814	273	65	of	of	ADP
cblr-7814	273	66	the	the	DET
cblr-7814	273	67	sources	source	NOUN
cblr-7814	273	68	of	of	ADP
cblr-7814	273	69	structural	structural	ADJ
cblr-7814	273	70	racism	racism	NOUN
cblr-7814	273	71	and	and	CCONJ
cblr-7814	273	72	ways	way	NOUN
cblr-7814	273	73	in	in	ADP
cblr-7814	273	74	which	which	PRON
cblr-7814	273	75	they	they	PRON
cblr-7814	273	76	manifest	manifest	VERB
cblr-7814	273	77	in	in	ADP
cblr-7814	273	78	the	the	DET
cblr-7814	273	79	collected	collect	VERB
cblr-7814	273	80	data.109	data.109	NOUN
cblr-7814	273	81	it	it	PRON
cblr-7814	273	82	is	be	AUX
cblr-7814	273	83	unlikely	unlikely	ADJ
cblr-7814	273	84	that	that	SCONJ
cblr-7814	273	85	many	many	ADJ
cblr-7814	273	86	private	private	ADJ
cblr-7814	273	87	developers	developer	NOUN
cblr-7814	273	88	of	of	ADP
cblr-7814	273	89	algorithms	algorithm	NOUN
cblr-7814	273	90	will	will	AUX
cblr-7814	273	91	spend	spend	VERB
cblr-7814	273	92	the	the	DET
cblr-7814	273	93	necessary	necessary	ADJ
cblr-7814	273	94	time	time	NOUN
cblr-7814	273	95	and	and	CCONJ
cblr-7814	273	96	money	money	NOUN
cblr-7814	273	97	on	on	ADP
cblr-7814	273	98	such	such	DET
cblr-7814	273	99	an	an	DET
cblr-7814	273	100	endeavor	endeavor	NOUN
cblr-7814	273	101	when	when	SCONJ
cblr-7814	273	102	they	they	PRON
cblr-7814	273	103	often	often	ADV
cblr-7814	273	104	do	do	AUX
cblr-7814	273	105	not	not	PART
cblr-7814	273	106	even	even	ADV
cblr-7814	273	107	spend	spend	VERB
cblr-7814	273	108	the	the	DET
cblr-7814	273	109	resources	resource	NOUN
cblr-7814	273	110	necessary	necessary	ADJ
cblr-7814	273	111	to	to	PART
cblr-7814	273	112	ensure	ensure	VERB
cblr-7814	273	113	the	the	DET
cblr-7814	273	114	accuracy	accuracy	NOUN
cblr-7814	273	115	of	of	ADP
cblr-7814	273	116	data.110	data.110	PROPN
cblr-7814	273	117	106	106	NUM
cblr-7814	273	118	see	see	VERB
cblr-7814	273	119	kim	kim	PROPN
cblr-7814	273	120	,	,	PUNCT
cblr-7814	273	121	supra	supra	PROPN
cblr-7814	273	122	note	note	PROPN
cblr-7814	273	123	23	23	NUM
cblr-7814	273	124	,	,	PUNCT
cblr-7814	273	125	at	at	ADP
cblr-7814	273	126	893	893	NUM
cblr-7814	273	127	.	.	PUNCT
cblr-7814	274	1	107	107	NUM
cblr-7814	274	2	see	see	VERB
cblr-7814	274	3	i	i	PRON
cblr-7814	274	4	d.	d.	PROPN
cblr-7814	274	5	at	at	ADP
cblr-7814	274	6	894	894	NUM
cblr-7814	274	7	.	.	PROPN
cblr-7814	274	8	108	108	NUM
cblr-7814	274	9	see	see	VERB
cblr-7814	274	10	i	i	PRON
cblr-7814	274	11	d.	d.	PROPN
cblr-7814	274	12	at	at	ADP
cblr-7814	274	13	887	887	NUM
cblr-7814	274	14	.	.	PUNCT
cblr-7814	275	1	109	109	NUM
cblr-7814	275	2	see	see	NOUN
cblr-7814	275	3	valentine	valentine	PROPN
cblr-7814	275	4	,	,	PUNCT
cblr-7814	275	5	supra	supra	PROPN
cblr-7814	275	6	note	note	PROPN
cblr-7814	275	7	68	68	NUM
cblr-7814	275	8	,	,	PUNCT
cblr-7814	275	9	at	at	ADP
cblr-7814	275	10	382–83	382–83	NOUN
cblr-7814	275	11	(	(	PUNCT
cblr-7814	275	12	discussing	discuss	VERB
cblr-7814	275	13	the	the	DET
cblr-7814	275	14	political	political	ADJ
cblr-7814	275	15	choices	choice	NOUN
cblr-7814	275	16	involved	involve	VERB
cblr-7814	275	17	in	in	ADP
cblr-7814	275	18	tuning	tune	VERB
cblr-7814	275	19	the	the	DET
cblr-7814	275	20	rate	rate	NOUN
cblr-7814	275	21	of	of	ADP
cblr-7814	275	22	false	false	ADJ
cblr-7814	275	23	positives	positive	NOUN
cblr-7814	275	24	generated	generate	VERB
cblr-7814	275	25	by	by	ADP
cblr-7814	275	26	an	an	DET
cblr-7814	275	27	algorithm	algorithm	NOUN
cblr-7814	275	28	)	)	PUNCT
cblr-7814	275	29	.	.	PUNCT
cblr-7814	276	1	110	110	NUM
cblr-7814	276	2	see	see	VERB
cblr-7814	276	3	i	i	PRON
cblr-7814	276	4	d.	d.	PROPN
cblr-7814	276	5	at	at	ADP
cblr-7814	276	6	388	388	NUM
cblr-7814	276	7	.	.	PUNCT
cblr-7814	277	1	pedersen	pedersen	NOUN
cblr-7814	277	2	(	(	PUNCT
cblr-7814	277	3	note	note	NOUN
cblr-7814	277	4	)	)	PUNCT
cblr-7814	277	5	1/15/2021	1/15/2021	NUM
cblr-7814	277	6	5:01	5:01	NUM
cblr-7814	277	7	pm	pm	NOUN
cblr-7814	277	8	no	no	INTJ
cblr-7814	277	9	.	.	PUNCT
cblr-7814	278	1	3:1122	3:1122	NUM
cblr-7814	278	2	]	]	X
cblr-7814	278	3	people	people	NOUN
cblr-7814	278	4	analytics	analytic	NOUN
cblr-7814	278	5	and	and	CCONJ
cblr-7814	278	6	individual	individual	ADJ
cblr-7814	278	7	autonomy	autonomy	NOUN
cblr-7814	278	8	1143	1143	NUM
cblr-7814	278	9	moreover	moreover	ADV
cblr-7814	278	10	,	,	PUNCT
cblr-7814	278	11	discriminatory	discriminatory	ADJ
cblr-7814	278	12	algorithms	algorithm	NOUN
cblr-7814	278	13	that	that	PRON
cblr-7814	278	14	reduce	reduce	VERB
cblr-7814	278	15	employers	employer	NOUN
cblr-7814	278	16	’	’	PART
cblr-7814	278	17	costs	cost	NOUN
cblr-7814	278	18	are	be	AUX
cblr-7814	278	19	likely	likely	ADJ
cblr-7814	278	20	to	to	PART
cblr-7814	278	21	persist	persist	VERB
cblr-7814	278	22	in	in	ADP
cblr-7814	278	23	a	a	DET
cblr-7814	278	24	competitive	competitive	ADJ
cblr-7814	278	25	market	market	NOUN
cblr-7814	278	26	because	because	SCONJ
cblr-7814	278	27	the	the	DET
cblr-7814	278	28	employer	employer	NOUN
cblr-7814	278	29	and	and	CCONJ
cblr-7814	278	30	vendor	vendor	NOUN
cblr-7814	278	31	will	will	AUX
cblr-7814	278	32	lack	lack	VERB
cblr-7814	278	33	sufficient	sufficient	ADJ
cblr-7814	278	34	incentives	incentive	NOUN
cblr-7814	278	35	to	to	PART
cblr-7814	278	36	identify	identify	VERB
cblr-7814	278	37	and	and	CCONJ
cblr-7814	278	38	eliminate	eliminate	VERB
cblr-7814	278	39	bias.111	bias.111	VERB
cblr-7814	278	40	one	one	PRON
cblr-7814	278	41	could	could	AUX
cblr-7814	278	42	imagine	imagine	VERB
cblr-7814	278	43	a	a	DET
cblr-7814	278	44	predictive	predictive	ADJ
cblr-7814	278	45	algorithm	algorithm	NOUN
cblr-7814	278	46	that	that	PRON
cblr-7814	278	47	effectively	effectively	ADV
cblr-7814	278	48	identifies	identify	VERB
cblr-7814	278	49	some	some	DET
cblr-7814	278	50	strong	strong	ADJ
cblr-7814	278	51	job	job	NOUN
cblr-7814	278	52	candidates	candidate	NOUN
cblr-7814	278	53	—	—	PUNCT
cblr-7814	278	54	and	and	CCONJ
cblr-7814	278	55	thus	thus	ADV
cblr-7814	278	56	enhances	enhance	VERB
cblr-7814	278	57	organizational	organizational	ADJ
cblr-7814	278	58	efficiency	efficiency	NOUN
cblr-7814	278	59	—	—	PUNCT
cblr-7814	278	60	even	even	ADV
cblr-7814	278	61	though	though	SCONJ
cblr-7814	278	62	the	the	DET
cblr-7814	278	63	algorithm	algorithm	NOUN
cblr-7814	278	64	simultaneously	simultaneously	ADV
cblr-7814	278	65	excludes	exclude	VERB
cblr-7814	278	66	members	member	NOUN
cblr-7814	278	67	of	of	ADP
cblr-7814	278	68	certain	certain	ADJ
cblr-7814	278	69	disadvantaged	disadvantaged	ADJ
cblr-7814	278	70	groups	group	NOUN
cblr-7814	278	71	.	.	PUNCT
cblr-7814	279	1	if	if	SCONJ
cblr-7814	279	2	the	the	DET
cblr-7814	279	3	algorithm	algorithm	NOUN
cblr-7814	279	4	’s	’s	PART
cblr-7814	279	5	predictions	prediction	NOUN
cblr-7814	279	6	align	align	VERB
cblr-7814	279	7	with	with	ADP
cblr-7814	279	8	the	the	DET
cblr-7814	279	9	decision	decision	NOUN
cblr-7814	279	10	maker	maker	NOUN
cblr-7814	279	11	’s	’s	PART
cblr-7814	279	12	“	"	PUNCT
cblr-7814	279	13	implicit	implicit	ADJ
cblr-7814	279	14	assumptions	assumption	NOUN
cblr-7814	279	15	or	or	CCONJ
cblr-7814	279	16	expectations	expectation	NOUN
cblr-7814	279	17	,	,	PUNCT
cblr-7814	279	18	”	"	PUNCT
cblr-7814	279	19	then	then	ADV
cblr-7814	279	20	“	"	PUNCT
cblr-7814	279	21	the	the	DET
cblr-7814	279	22	same	same	ADJ
cblr-7814	279	23	cognitive	cognitive	ADJ
cblr-7814	279	24	biases	bias	NOUN
cblr-7814	279	25	that	that	PRON
cblr-7814	279	26	data	datum	NOUN
cblr-7814	279	27	purportedly	purportedly	ADV
cblr-7814	279	28	help	help	VERB
cblr-7814	279	29	to	to	PART
cblr-7814	279	30	avoid	avoid	VERB
cblr-7814	279	31	may	may	AUX
cblr-7814	279	32	cause	cause	VERB
cblr-7814	279	33	the	the	DET
cblr-7814	279	34	human	human	ADJ
cblr-7814	279	35	decision	decision	NOUN
cblr-7814	279	36	makers	maker	NOUN
cblr-7814	279	37	not	not	PART
cblr-7814	279	38	to	to	PART
cblr-7814	279	39	notice	notice	VERB
cblr-7814	279	40	when	when	SCONJ
cblr-7814	279	41	the	the	DET
cblr-7814	279	42	model	model	NOUN
cblr-7814	279	43	is	be	AUX
cblr-7814	279	44	biased	biased	ADJ
cblr-7814	279	45	.	.	PUNCT
cblr-7814	279	46	”112	”112	PROPN
cblr-7814	279	47	additionally	additionally	ADV
cblr-7814	279	48	,	,	PUNCT
cblr-7814	279	49	for	for	ADP
cblr-7814	279	50	some	some	DET
cblr-7814	279	51	professions	profession	NOUN
cblr-7814	279	52	and	and	CCONJ
cblr-7814	279	53	positions	position	NOUN
cblr-7814	279	54	,	,	PUNCT
cblr-7814	279	55	comparing	compare	VERB
cblr-7814	279	56	performance	performance	NOUN
cblr-7814	279	57	between	between	ADP
cblr-7814	279	58	workers	worker	NOUN
cblr-7814	279	59	is	be	AUX
cblr-7814	279	60	difficult	difficult	ADJ
cblr-7814	279	61	due	due	ADP
cblr-7814	279	62	to	to	ADP
cblr-7814	279	63	a	a	DET
cblr-7814	279	64	dearth	dearth	NOUN
cblr-7814	279	65	of	of	ADP
cblr-7814	279	66	objective	objective	ADJ
cblr-7814	279	67	measures	measure	NOUN
cblr-7814	279	68	of	of	ADP
cblr-7814	279	69	performance.113	performance.113	NOUN
cblr-7814	279	70	even	even	ADV
cblr-7814	279	71	where	where	SCONJ
cblr-7814	279	72	objective	objective	ADJ
cblr-7814	279	73	measures	measure	NOUN
cblr-7814	279	74	are	be	AUX
cblr-7814	279	75	available	available	ADJ
cblr-7814	279	76	,	,	PUNCT
cblr-7814	279	77	verification	verification	NOUN
cblr-7814	279	78	of	of	ADP
cblr-7814	279	79	the	the	DET
cblr-7814	279	80	algorithm	algorithm	NOUN
cblr-7814	279	81	’s	’s	PART
cblr-7814	279	82	accuracy	accuracy	NOUN
cblr-7814	279	83	through	through	ADP
cblr-7814	279	84	direct	direct	ADJ
cblr-7814	279	85	comparisons	comparison	NOUN
cblr-7814	279	86	is	be	AUX
cblr-7814	279	87	often	often	ADV
cblr-7814	279	88	difficult	difficult	ADJ
cblr-7814	279	89	,	,	PUNCT
cblr-7814	279	90	if	if	SCONJ
cblr-7814	279	91	not	not	PART
cblr-7814	279	92	impossible	impossible	ADJ
cblr-7814	279	93	.	.	PUNCT
cblr-7814	280	1	for	for	ADP
cblr-7814	280	2	example	example	NOUN
cblr-7814	280	3	,	,	PUNCT
cblr-7814	280	4	in	in	ADP
cblr-7814	280	5	the	the	DET
cblr-7814	280	6	selection	selection	NOUN
cblr-7814	280	7	context	context	NOUN
cblr-7814	280	8	,	,	PUNCT
cblr-7814	280	9	employers	employer	NOUN
cblr-7814	280	10	rarely	rarely	ADV
cblr-7814	280	11	observe	observe	VERB
cblr-7814	280	12	the	the	DET
cblr-7814	280	13	“	"	PUNCT
cblr-7814	280	14	performance	performance	NOUN
cblr-7814	280	15	of	of	ADP
cblr-7814	280	16	[	[	X
cblr-7814	280	17	both	both	X
cblr-7814	280	18	]	]	X
cblr-7814	280	19	the	the	DET
cblr-7814	280	20	accepted	accepted	ADJ
cblr-7814	280	21	and	and	CCONJ
cblr-7814	280	22	[	[	X
cblr-7814	280	23	the	the	X
cblr-7814	280	24	]	]	PUNCT
cblr-7814	280	25	rejected	reject	VERB
cblr-7814	280	26	candidates	candidate	NOUN
cblr-7814	280	27	under	under	ADP
cblr-7814	280	28	identical	identical	ADJ
cblr-7814	280	29	circumstances	circumstance	NOUN
cblr-7814	280	30	,	,	PUNCT
cblr-7814	280	31	”	"	PUNCT
cblr-7814	280	32	making	make	VERB
cblr-7814	280	33	it	it	PRON
cblr-7814	280	34	difficult	difficult	ADJ
cblr-7814	280	35	to	to	PART
cblr-7814	280	36	assess	assess	VERB
cblr-7814	280	37	the	the	DET
cblr-7814	280	38	benefit	benefit	NOUN
cblr-7814	280	39	or	or	CCONJ
cblr-7814	280	40	veracity	veracity	NOUN
cblr-7814	280	41	of	of	ADP
cblr-7814	280	42	the	the	DET
cblr-7814	280	43	algorithm	algorithm	NOUN
cblr-7814	280	44	’s	’s	PART
cblr-7814	280	45	guidance.114	guidance.114	NOUN
cblr-7814	280	46	an	an	DET
cblr-7814	280	47	alternative	alternative	ADJ
cblr-7814	280	48	applicant	applicant	NOUN
cblr-7814	280	49	,	,	PUNCT
cblr-7814	280	50	eschewed	eschew	VERB
cblr-7814	280	51	by	by	ADP
cblr-7814	280	52	the	the	DET
cblr-7814	280	53	algorithm	algorithm	NOUN
cblr-7814	280	54	because	because	SCONJ
cblr-7814	280	55	of	of	ADP
cblr-7814	280	56	some	some	DET
cblr-7814	280	57	deviation	deviation	NOUN
cblr-7814	280	58	from	from	ADP
cblr-7814	280	59	the	the	DET
cblr-7814	280	60	“	"	PUNCT
cblr-7814	280	61	ideal	ideal	ADJ
cblr-7814	280	62	”	"	PUNCT
cblr-7814	280	63	candidate	candidate	NOUN
cblr-7814	280	64	profile	profile	NOUN
cblr-7814	280	65	,	,	PUNCT
cblr-7814	280	66	may	may	AUX
cblr-7814	280	67	well	well	ADV
cblr-7814	280	68	have	have	AUX
cblr-7814	280	69	been	be	AUX
cblr-7814	280	70	more	more	ADV
cblr-7814	280	71	successful	successful	ADJ
cblr-7814	280	72	in	in	ADP
cblr-7814	280	73	the	the	DET
cblr-7814	280	74	job	job	NOUN
cblr-7814	280	75	than	than	ADP
cblr-7814	280	76	the	the	DET
cblr-7814	280	77	chosen	choose	VERB
cblr-7814	280	78	applicant	applicant	NOUN
cblr-7814	280	79	,	,	PUNCT
cblr-7814	280	80	but	but	CCONJ
cblr-7814	280	81	the	the	DET
cblr-7814	280	82	employer	employer	NOUN
cblr-7814	280	83	’s	’s	PART
cblr-7814	280	84	people	people	NOUN
cblr-7814	280	85	analytics	analytic	NOUN
cblr-7814	280	86	system	system	NOUN
cblr-7814	280	87	never	never	ADV
cblr-7814	280	88	incorporates	incorporate	VERB
cblr-7814	280	89	this	this	DET
cblr-7814	280	90	counterfactual	counterfactual	ADJ
cblr-7814	280	91	data	datum	NOUN
cblr-7814	280	92	.	.	PUNCT
cblr-7814	281	1	employers	employer	NOUN
cblr-7814	281	2	have	have	VERB
cblr-7814	281	3	little	little	ADJ
cblr-7814	281	4	incentive	incentive	NOUN
cblr-7814	281	5	to	to	PART
cblr-7814	281	6	question	question	VERB
cblr-7814	281	7	the	the	DET
cblr-7814	281	8	algorithm	algorithm	NOUN
cblr-7814	281	9	’s	’s	PART
cblr-7814	281	10	accuracy	accuracy	NOUN
cblr-7814	281	11	,	,	PUNCT
cblr-7814	281	12	particularly	particularly	ADV
cblr-7814	281	13	because	because	SCONJ
cblr-7814	281	14	market	market	NOUN
cblr-7814	281	15	forces	force	NOUN
cblr-7814	281	16	will	will	AUX
cblr-7814	281	17	“	"	PUNCT
cblr-7814	281	18	tend	tend	VERB
cblr-7814	281	19	to	to	PART
cblr-7814	281	20	affirm	affirm	VERB
cblr-7814	281	21	rather	rather	ADV
cblr-7814	281	22	than	than	ADP
cblr-7814	281	23	disconfirm	disconfirm	VERB
cblr-7814	281	24	”	"	PUNCT
cblr-7814	281	25	the	the	DET
cblr-7814	281	26	algorithm	algorithm	NOUN
cblr-7814	281	27	’s	’s	PART
cblr-7814	281	28	usefulness.115	usefulness.115	PROPN
cblr-7814	281	29	the	the	DET
cblr-7814	281	30	positive	positive	ADJ
cblr-7814	281	31	feedback	feedback	NOUN
cblr-7814	281	32	effect	effect	NOUN
cblr-7814	281	33	produced	produce	VERB
cblr-7814	281	34	by	by	ADP
cblr-7814	281	35	the	the	DET
cblr-7814	281	36	apparent	apparent	ADJ
cblr-7814	281	37	success	success	NOUN
cblr-7814	281	38	of	of	ADP
cblr-7814	281	39	potentially	potentially	ADV
cblr-7814	281	40	biased	biased	ADJ
cblr-7814	281	41	or	or	CCONJ
cblr-7814	281	42	arbitrary	arbitrary	ADJ
cblr-7814	281	43	predictions	prediction	NOUN
cblr-7814	281	44	will	will	AUX
cblr-7814	281	45	contribute	contribute	VERB
cblr-7814	281	46	to	to	ADP
cblr-7814	281	47	the	the	DET
cblr-7814	281	48	perceived	perceive	VERB
cblr-7814	281	49	accuracy	accuracy	NOUN
cblr-7814	281	50	111	111	NUM
cblr-7814	281	51	see	see	NOUN
cblr-7814	281	52	kim	kim	PROPN
cblr-7814	281	53	,	,	PUNCT
cblr-7814	281	54	supra	supra	PROPN
cblr-7814	281	55	note	note	PROPN
cblr-7814	281	56	23	23	NUM
cblr-7814	281	57	,	,	PUNCT
cblr-7814	281	58	at	at	ADP
cblr-7814	281	59	894	894	NUM
cblr-7814	281	60	.	.	PUNCT
cblr-7814	282	1	112	112	NUM
cblr-7814	282	2	see	see	VERB
cblr-7814	282	3	i	i	PRON
cblr-7814	282	4	d.	d.	PROPN
cblr-7814	282	5	at	at	ADP
cblr-7814	282	6	895	895	NUM
cblr-7814	282	7	.	.	PUNCT
cblr-7814	282	8	113	113	NUM
cblr-7814	282	9	see	see	VERB
cblr-7814	282	10	i	i	PRON
cblr-7814	282	11	d.	d.	PROPN
cblr-7814	282	12	at	at	ADP
cblr-7814	282	13	894	894	NUM
cblr-7814	282	14	.	.	PROPN
cblr-7814	282	15	114	114	NUM
cblr-7814	282	16	see	see	VERB
cblr-7814	282	17	i	i	PROPN
cblr-7814	282	18	d.	d.	PROPN
cblr-7814	282	19	115	115	NUM
cblr-7814	282	20	see	see	VERB
cblr-7814	282	21	katyal	katyal	ADJ
cblr-7814	282	22	,	,	PUNCT
cblr-7814	282	23	supra	supra	ADJ
cblr-7814	282	24	note	note	NOUN
cblr-7814	282	25	9	9	NUM
cblr-7814	282	26	,	,	PUNCT
cblr-7814	282	27	at	at	ADP
cblr-7814	282	28	90–91	90–91	NUM
cblr-7814	282	29	.	.	PUNCT
cblr-7814	283	1	pedersen	pedersen	NOUN
cblr-7814	283	2	(	(	PUNCT
cblr-7814	283	3	note	note	NOUN
cblr-7814	283	4	)	)	PUNCT
cblr-7814	283	5	1/15/2021	1/15/2021	NUM
cblr-7814	283	6	5:01	5:01	NUM
cblr-7814	283	7	pm	pm	PROPN
cblr-7814	283	8	1144	1144	NUM
cblr-7814	283	9	columbia	columbia	PROPN
cblr-7814	283	10	business	business	PROPN
cblr-7814	283	11	law	law	PROPN
cblr-7814	283	12	review	review	NOUN
cblr-7814	283	13	[	[	X
cblr-7814	283	14	vol	vol	NOUN
cblr-7814	283	15	.	.	PUNCT
cblr-7814	283	16	2020	2020	NUM
cblr-7814	283	17	of	of	ADP
cblr-7814	283	18	the	the	DET
cblr-7814	283	19	algorithm	algorithm	NOUN
cblr-7814	283	20	,	,	PUNCT
cblr-7814	283	21	and	and	CCONJ
cblr-7814	283	22	even	even	ADV
cblr-7814	283	23	a	a	DET
cblr-7814	283	24	biased	biased	ADJ
cblr-7814	283	25	or	or	CCONJ
cblr-7814	283	26	arbitrary	arbitrary	ADJ
cblr-7814	283	27	model	model	NOUN
cblr-7814	283	28	may	may	AUX
cblr-7814	283	29	thereby	thereby	ADV
cblr-7814	283	30	become	become	VERB
cblr-7814	283	31	a	a	DET
cblr-7814	283	32	self	self	NOUN
cblr-7814	283	33	-	-	PUNCT
cblr-7814	283	34	fulfilling	fulfil	VERB
cblr-7814	283	35	prophecy.116	prophecy.116	NOUN
cblr-7814	283	36	because	because	SCONJ
cblr-7814	283	37	objective	objective	ADJ
cblr-7814	283	38	academic	academic	ADJ
cblr-7814	283	39	research	research	NOUN
cblr-7814	283	40	of	of	ADP
cblr-7814	283	41	people	people	NOUN
cblr-7814	283	42	analytics	analytic	NOUN
cblr-7814	283	43	algorithms	algorithm	NOUN
cblr-7814	283	44	’	'	PUNCT
cblr-7814	283	45	causal	causal	ADJ
cblr-7814	283	46	inferences	inference	NOUN
cblr-7814	283	47	is	be	AUX
cblr-7814	283	48	incomplete	incomplete	ADJ
cblr-7814	283	49	,	,	PUNCT
cblr-7814	283	50	verification	verification	NOUN
cblr-7814	283	51	issues	issue	NOUN
cblr-7814	283	52	are	be	AUX
cblr-7814	283	53	more	more	ADJ
cblr-7814	283	54	important.117	important.117	ADJ
cblr-7814	283	55	it	it	PRON
cblr-7814	283	56	is	be	AUX
cblr-7814	283	57	possible	possible	ADJ
cblr-7814	283	58	that	that	SCONJ
cblr-7814	283	59	these	these	DET
cblr-7814	283	60	models	model	NOUN
cblr-7814	283	61	may	may	AUX
cblr-7814	283	62	base	base	VERB
cblr-7814	283	63	their	their	PRON
cblr-7814	283	64	predictions	prediction	NOUN
cblr-7814	283	65	on	on	ADP
cblr-7814	283	66	factors	factor	NOUN
cblr-7814	283	67	misidentified	misidentifie	VERB
cblr-7814	283	68	as	as	ADP
cblr-7814	283	69	being	be	AUX
cblr-7814	283	70	causally	causally	ADV
cblr-7814	283	71	connected	connect	VERB
cblr-7814	283	72	to	to	ADP
cblr-7814	283	73	the	the	DET
cblr-7814	283	74	organization	organization	NOUN
cblr-7814	283	75	’s	’s	PART
cblr-7814	283	76	productivity	productivity	NOUN
cblr-7814	283	77	target.118	target.118	NUM
cblr-7814	283	78	indeed	indeed	ADV
cblr-7814	283	79	,	,	PUNCT
cblr-7814	283	80	some	some	DET
cblr-7814	283	81	outside	outside	ADJ
cblr-7814	283	82	factor	factor	NOUN
cblr-7814	283	83	invisible	invisible	ADJ
cblr-7814	283	84	to	to	ADP
cblr-7814	283	85	the	the	DET
cblr-7814	283	86	algorithm	algorithm	NOUN
cblr-7814	283	87	may	may	AUX
cblr-7814	283	88	be	be	AUX
cblr-7814	283	89	the	the	DET
cblr-7814	283	90	driving	drive	VERB
cblr-7814	283	91	force	force	NOUN
cblr-7814	283	92	behind	behind	ADP
cblr-7814	283	93	the	the	DET
cblr-7814	283	94	outcomes	outcome	NOUN
cblr-7814	283	95	,	,	PUNCT
cblr-7814	283	96	which	which	PRON
cblr-7814	283	97	the	the	DET
cblr-7814	283	98	algorithm	algorithm	NOUN
cblr-7814	283	99	interprets	interpret	VERB
cblr-7814	283	100	as	as	ADP
cblr-7814	283	101	confirmation	confirmation	NOUN
cblr-7814	283	102	of	of	ADP
cblr-7814	283	103	its	its	PRON
cblr-7814	283	104	accuracy.119	accuracy.119	NOUN
cblr-7814	283	105	any	any	DET
cblr-7814	283	106	unobservable	unobservable	ADJ
cblr-7814	283	107	or	or	CCONJ
cblr-7814	283	108	uncollected	uncollected	ADJ
cblr-7814	283	109	details	detail	NOUN
cblr-7814	283	110	about	about	ADP
cblr-7814	283	111	a	a	DET
cblr-7814	283	112	worker	worker	NOUN
cblr-7814	283	113	’s	’s	PART
cblr-7814	283	114	decisions	decision	NOUN
cblr-7814	283	115	,	,	PUNCT
cblr-7814	283	116	movements	movement	NOUN
cblr-7814	283	117	,	,	PUNCT
cblr-7814	283	118	or	or	CCONJ
cblr-7814	283	119	habits	habit	NOUN
cblr-7814	283	120	are	be	AUX
cblr-7814	283	121	invisible	invisible	ADJ
cblr-7814	283	122	to	to	ADP
cblr-7814	283	123	the	the	DET
cblr-7814	283	124	algorithm	algorithm	NOUN
cblr-7814	283	125	and	and	CCONJ
cblr-7814	283	126	thus	thus	ADV
cblr-7814	283	127	eliminated	eliminate	VERB
cblr-7814	283	128	from	from	ADP
cblr-7814	283	129	its	its	PRON
cblr-7814	283	130	calculus	calculus	NOUN
cblr-7814	283	131	.	.	PUNCT
cblr-7814	284	1	for	for	ADP
cblr-7814	284	2	instance	instance	NOUN
cblr-7814	284	3	,	,	PUNCT
cblr-7814	284	4	algorithms	algorithm	NOUN
cblr-7814	284	5	designed	design	VERB
cblr-7814	284	6	to	to	PART
cblr-7814	284	7	reduce	reduce	VERB
cblr-7814	284	8	attrition	attrition	NOUN
cblr-7814	284	9	may	may	AUX
cblr-7814	284	10	ignore	ignore	VERB
cblr-7814	284	11	certain	certain	ADJ
cblr-7814	284	12	structural	structural	ADJ
cblr-7814	284	13	factors	factor	NOUN
cblr-7814	284	14	,	,	PUNCT
cblr-7814	284	15	like	like	ADP
cblr-7814	284	16	a	a	DET
cblr-7814	284	17	decrease	decrease	NOUN
cblr-7814	284	18	in	in	ADP
cblr-7814	284	19	alternative	alternative	ADJ
cblr-7814	284	20	employment	employment	NOUN
cblr-7814	284	21	options	option	NOUN
cblr-7814	284	22	,	,	PUNCT
cblr-7814	284	23	which	which	PRON
cblr-7814	284	24	could	could	AUX
cblr-7814	284	25	be	be	AUX
cblr-7814	284	26	influential	influential	ADJ
cblr-7814	284	27	in	in	ADP
cblr-7814	284	28	employees	employee	NOUN
cblr-7814	284	29	’	’	PART
cblr-7814	284	30	decisions	decision	NOUN
cblr-7814	284	31	to	to	PART
cblr-7814	284	32	stay	stay	VERB
cblr-7814	284	33	on	on	ADP
cblr-7814	284	34	the	the	DET
cblr-7814	284	35	job.120	job.120	PROPN
cblr-7814	284	36	c.	c.	PROPN
cblr-7814	284	37	predictive	predictive	PROPN
cblr-7814	284	38	analytics	analytic	NOUN
cblr-7814	284	39	’	'	PUNCT
cblr-7814	284	40	focus	focus	VERB
cblr-7814	284	41	on	on	ADP
cblr-7814	284	42	algorithmic	algorithmic	ADJ
cblr-7814	284	43	profiling	profiling	NOUN
cblr-7814	284	44	and	and	CCONJ
cblr-7814	284	45	preemption	preemption	NOUN
cblr-7814	284	46	people	people	NOUN
cblr-7814	284	47	analytics	analytic	NOUN
cblr-7814	284	48	make	make	VERB
cblr-7814	284	49	predictive	predictive	ADJ
cblr-7814	284	50	inferences	inference	NOUN
cblr-7814	284	51	aimed	aim	VERB
cblr-7814	284	52	at	at	ADP
cblr-7814	284	53	guiding	guide	VERB
cblr-7814	284	54	employers	employer	NOUN
cblr-7814	284	55	’	’	PART
cblr-7814	284	56	decisions	decision	NOUN
cblr-7814	284	57	to	to	PART
cblr-7814	284	58	ostensibly	ostensibly	ADV
cblr-7814	284	59	maximize	maximize	VERB
cblr-7814	284	60	future	future	ADJ
cblr-7814	284	61	organizational	organizational	ADJ
cblr-7814	284	62	efficiency	efficiency	NOUN
cblr-7814	284	63	and	and	CCONJ
cblr-7814	284	64	profit	profit	NOUN
cblr-7814	284	65	.	.	PUNCT
cblr-7814	285	1	as	as	SCONJ
cblr-7814	285	2	employers	employer	NOUN
cblr-7814	285	3	take	take	VERB
cblr-7814	285	4	preemptive	preemptive	ADJ
cblr-7814	285	5	action	action	NOUN
cblr-7814	285	6	against	against	ADP
cblr-7814	285	7	employees	employee	NOUN
cblr-7814	285	8	algorithmically	algorithmically	ADV
cblr-7814	285	9	determined	determine	VERB
cblr-7814	285	10	to	to	PART
cblr-7814	285	11	be	be	AUX
cblr-7814	285	12	threats	threat	NOUN
cblr-7814	285	13	to	to	ADP
cblr-7814	285	14	future	future	ADJ
cblr-7814	285	15	profit	profit	NOUN
cblr-7814	285	16	,	,	PUNCT
cblr-7814	285	17	the	the	DET
cblr-7814	285	18	profile	profile	NOUN
cblr-7814	285	19	characteristics	characteristic	NOUN
cblr-7814	285	20	from	from	ADP
cblr-7814	285	21	which	which	PRON
cblr-7814	285	22	those	those	DET
cblr-7814	285	23	warnings	warning	NOUN
cblr-7814	285	24	were	be	AUX
cblr-7814	285	25	based	base	VERB
cblr-7814	285	26	will	will	AUX
cblr-7814	285	27	be	be	AUX
cblr-7814	285	28	increasingly	increasingly	ADV
cblr-7814	285	29	stigmatized	stigmatize	VERB
cblr-7814	285	30	.	.	PUNCT
cblr-7814	286	1	the	the	DET
cblr-7814	286	2	widespread	widespread	ADJ
cblr-7814	286	3	adoption	adoption	NOUN
cblr-7814	286	4	of	of	ADP
cblr-7814	286	5	these	these	DET
cblr-7814	286	6	tools	tool	NOUN
cblr-7814	286	7	will	will	AUX
cblr-7814	286	8	accelerate	accelerate	VERB
cblr-7814	286	9	intrusions	intrusion	NOUN
cblr-7814	286	10	into	into	ADP
cblr-7814	286	11	employee	employee	NOUN
cblr-7814	286	12	privacy	privacy	NOUN
cblr-7814	286	13	and	and	CCONJ
cblr-7814	286	14	place	place	VERB
cblr-7814	286	15	significant	significant	ADJ
cblr-7814	286	16	powers	power	NOUN
cblr-7814	286	17	of	of	ADP
cblr-7814	286	18	social	social	ADJ
cblr-7814	286	19	control	control	NOUN
cblr-7814	286	20	in	in	ADP
cblr-7814	286	21	the	the	DET
cblr-7814	286	22	hands	hand	NOUN
cblr-7814	286	23	of	of	ADP
cblr-7814	286	24	large	large	ADJ
cblr-7814	286	25	businesses	business	NOUN
cblr-7814	286	26	.	.	PUNCT
cblr-7814	287	1	employers	employer	NOUN
cblr-7814	287	2	increasingly	increasingly	ADV
cblr-7814	287	3	use	use	VERB
cblr-7814	287	4	people	people	NOUN
cblr-7814	287	5	analytics	analytic	NOUN
cblr-7814	287	6	to	to	PART
cblr-7814	287	7	profile	profile	VERB
cblr-7814	287	8	individuals	individual	NOUN
cblr-7814	287	9	’	'	PUNCT
cblr-7814	287	10	future	future	ADJ
cblr-7814	287	11	behavior	behavior	NOUN
cblr-7814	287	12	,	,	PUNCT
cblr-7814	287	13	work	work	NOUN
cblr-7814	287	14	performance	performance	NOUN
cblr-7814	287	15	,	,	PUNCT
cblr-7814	287	16	and	and	CCONJ
cblr-7814	287	17	116	116	NUM
cblr-7814	287	18	see	see	VERB
cblr-7814	287	19	kim	kim	PROPN
cblr-7814	287	20	,	,	PUNCT
cblr-7814	287	21	supra	supra	PROPN
cblr-7814	287	22	note	note	PROPN
cblr-7814	287	23	23	23	NUM
cblr-7814	287	24	,	,	PUNCT
cblr-7814	287	25	at	at	ADP
cblr-7814	287	26	895–96	895–96	NOUN
cblr-7814	287	27	.	.	PUNCT
cblr-7814	288	1	117	117	NUM
cblr-7814	288	2	see	see	NOUN
cblr-7814	288	3	tursunbayeva	tursunbayeva	PROPN
cblr-7814	288	4	et	et	PROPN
cblr-7814	288	5	al	al	PROPN
cblr-7814	288	6	.	.	PROPN
cblr-7814	288	7	,	,	PUNCT
cblr-7814	288	8	supra	supra	PROPN
cblr-7814	288	9	note	note	PROPN
cblr-7814	288	10	11	11	NUM
cblr-7814	288	11	,	,	PUNCT
cblr-7814	288	12	at	at	ADP
cblr-7814	288	13	230	230	NUM
cblr-7814	288	14	.	.	PUNCT
cblr-7814	289	1	118	118	NUM
cblr-7814	289	2	see	see	VERB
cblr-7814	289	3	kim	kim	PROPN
cblr-7814	289	4	,	,	PUNCT
cblr-7814	289	5	supra	supra	PROPN
cblr-7814	289	6	note	note	PROPN
cblr-7814	289	7	23	23	NUM
cblr-7814	289	8	,	,	PUNCT
cblr-7814	289	9	at	at	ADP
cblr-7814	289	10	895	895	NUM
cblr-7814	289	11	(	(	PUNCT
cblr-7814	289	12	giving	give	VERB
cblr-7814	289	13	an	an	DET
cblr-7814	289	14	example	example	NOUN
cblr-7814	289	15	of	of	ADP
cblr-7814	289	16	the	the	DET
cblr-7814	289	17	errors	error	NOUN
cblr-7814	289	18	that	that	PRON
cblr-7814	289	19	can	can	AUX
cblr-7814	289	20	result	result	VERB
cblr-7814	289	21	from	from	ADP
cblr-7814	289	22	treating	treat	VERB
cblr-7814	289	23	correlational	correlational	ADJ
cblr-7814	289	24	algorithmic	algorithmic	ADJ
cblr-7814	289	25	analysis	analysis	NOUN
cblr-7814	289	26	as	as	ADP
cblr-7814	289	27	causal	causal	NOUN
cblr-7814	289	28	)	)	PUNCT
cblr-7814	289	29	.	.	PUNCT
cblr-7814	290	1	119	119	NUM
cblr-7814	290	2	see	see	VERB
cblr-7814	290	3	i	i	PRON
cblr-7814	290	4	d.	d.	PROPN
cblr-7814	290	5	120	120	NUM
cblr-7814	290	6	see	see	VERB
cblr-7814	290	7	i	i	PROPN
cblr-7814	290	8	d.	d.	PROPN
cblr-7814	290	9	pedersen	pedersen	PROPN
cblr-7814	290	10	(	(	PUNCT
cblr-7814	290	11	note	note	NOUN
cblr-7814	290	12	)	)	PUNCT
cblr-7814	290	13	1/15/2021	1/15/2021	NUM
cblr-7814	290	14	5:01	5:01	NUM
cblr-7814	290	15	pm	pm	NOUN
cblr-7814	290	16	no	no	INTJ
cblr-7814	290	17	.	.	PUNCT
cblr-7814	291	1	3:1122	3:1122	NUM
cblr-7814	291	2	]	]	X
cblr-7814	291	3	people	people	NOUN
cblr-7814	291	4	analytics	analytic	NOUN
cblr-7814	291	5	and	and	CCONJ
cblr-7814	291	6	individual	individual	ADJ
cblr-7814	291	7	autonomy	autonomy	NOUN
cblr-7814	291	8	1145	1145	NUM
cblr-7814	291	9	health.121	health.121	ADP
cblr-7814	291	10	the	the	DET
cblr-7814	291	11	european	european	PROPN
cblr-7814	291	12	union	union	PROPN
cblr-7814	291	13	’s	’s	PART
cblr-7814	291	14	general	general	PROPN
cblr-7814	291	15	data	data	PROPN
cblr-7814	291	16	protection	protection	NOUN
cblr-7814	291	17	regulation	regulation	NOUN
cblr-7814	291	18	defines	define	VERB
cblr-7814	291	19	profiling	profiling	NOUN
cblr-7814	291	20	as	as	ADP
cblr-7814	291	21	“	"	PUNCT
cblr-7814	291	22	any	any	DET
cblr-7814	291	23	form	form	NOUN
cblr-7814	291	24	of	of	ADP
cblr-7814	291	25	automated	automate	VERB
cblr-7814	291	26	processing	processing	NOUN
cblr-7814	291	27	of	of	ADP
cblr-7814	291	28	personal	personal	ADJ
cblr-7814	291	29	data	datum	NOUN
cblr-7814	291	30	evaluating	evaluate	VERB
cblr-7814	291	31	the	the	DET
cblr-7814	291	32	personal	personal	ADJ
cblr-7814	291	33	aspects	aspect	NOUN
cblr-7814	291	34	relating	relate	VERB
cblr-7814	291	35	to	to	ADP
cblr-7814	291	36	a	a	DET
cblr-7814	291	37	natural	natural	ADJ
cblr-7814	291	38	person	person	NOUN
cblr-7814	291	39	,	,	PUNCT
cblr-7814	291	40	in	in	ADP
cblr-7814	291	41	particular	particular	ADJ
cblr-7814	291	42	to	to	PART
cblr-7814	291	43	analyse	analyse	VERB
cblr-7814	291	44	or	or	CCONJ
cblr-7814	291	45	predict	predict	VERB
cblr-7814	291	46	aspects	aspect	NOUN
cblr-7814	291	47	concerning	concern	VERB
cblr-7814	291	48	the	the	DET
cblr-7814	291	49	data	datum	NOUN
cblr-7814	291	50	subject	subject	NOUN
cblr-7814	291	51	’s	’s	PART
cblr-7814	291	52	performance	performance	NOUN
cblr-7814	291	53	at	at	ADP
cblr-7814	291	54	work	work	NOUN
cblr-7814	291	55	,	,	PUNCT
cblr-7814	291	56	economic	economic	ADJ
cblr-7814	291	57	situation	situation	NOUN
cblr-7814	291	58	,	,	PUNCT
cblr-7814	291	59	health	health	NOUN
cblr-7814	291	60	,	,	PUNCT
cblr-7814	291	61	personal	personal	ADJ
cblr-7814	291	62	preferences	preference	NOUN
cblr-7814	291	63	or	or	CCONJ
cblr-7814	291	64	interests	interest	NOUN
cblr-7814	291	65	,	,	PUNCT
cblr-7814	291	66	reliability	reliability	NOUN
cblr-7814	291	67	or	or	CCONJ
cblr-7814	291	68	behaviour	behaviour	NOUN
cblr-7814	291	69	,	,	PUNCT
cblr-7814	291	70	location	location	NOUN
cblr-7814	291	71	or	or	CCONJ
cblr-7814	291	72	movements	movement	NOUN
cblr-7814	291	73	.	.	PUNCT
cblr-7814	292	1	”122	”122	PUNCT
cblr-7814	293	1	people	people	NOUN
cblr-7814	293	2	analytics	analytic	NOUN
cblr-7814	293	3	algorithms	algorithms	PROPN
cblr-7814	293	4	group	group	NOUN
cblr-7814	293	5	individuals	individual	NOUN
cblr-7814	293	6	together	together	ADV
cblr-7814	293	7	based	base	VERB
cblr-7814	293	8	on	on	ADP
cblr-7814	293	9	their	their	PRON
cblr-7814	293	10	qualitative	qualitative	ADJ
cblr-7814	293	11	attributes	attribute	NOUN
cblr-7814	293	12	and	and	CCONJ
cblr-7814	293	13	habits	habit	NOUN
cblr-7814	293	14	,	,	PUNCT
cblr-7814	293	15	predict	predict	VERB
cblr-7814	293	16	the	the	DET
cblr-7814	293	17	future	future	ADJ
cblr-7814	293	18	collective	collective	ADJ
cblr-7814	293	19	behavior	behavior	NOUN
cblr-7814	293	20	of	of	ADP
cblr-7814	293	21	that	that	DET
cblr-7814	293	22	group	group	NOUN
cblr-7814	293	23	,	,	PUNCT
cblr-7814	293	24	and	and	CCONJ
cblr-7814	293	25	draw	draw	VERB
cblr-7814	293	26	inferences	inference	NOUN
cblr-7814	293	27	on	on	ADP
cblr-7814	293	28	the	the	DET
cblr-7814	293	29	basis	basis	NOUN
cblr-7814	293	30	of	of	ADP
cblr-7814	293	31	such	such	ADJ
cblr-7814	293	32	predictions.123	predictions.123	NOUN
cblr-7814	293	33	this	this	PRON
cblr-7814	293	34	creates	create	VERB
cblr-7814	293	35	a	a	DET
cblr-7814	293	36	risk	risk	NOUN
cblr-7814	293	37	of	of	ADP
cblr-7814	293	38	statistical	statistical	ADJ
cblr-7814	293	39	discrimination	discrimination	NOUN
cblr-7814	293	40	,	,	PUNCT
cblr-7814	293	41	or	or	CCONJ
cblr-7814	293	42	“	"	PUNCT
cblr-7814	293	43	discrimination	discrimination	NOUN
cblr-7814	293	44	by	by	ADP
cblr-7814	293	45	irrational	irrational	ADJ
cblr-7814	293	46	correlation	correlation	NOUN
cblr-7814	293	47	of	of	ADP
cblr-7814	293	48	information	information	NOUN
cblr-7814	293	49	in	in	ADP
cblr-7814	293	50	which	which	PRON
cblr-7814	293	51	the	the	DET
cblr-7814	293	52	discriminator	discriminator	NOUN
cblr-7814	293	53	bases	base	VERB
cblr-7814	293	54	a	a	DET
cblr-7814	293	55	decision	decision	NOUN
cblr-7814	293	56	on	on	ADP
cblr-7814	293	57	a	a	DET
cblr-7814	293	58	certain	certain	ADJ
cblr-7814	293	59	informational	informational	ADJ
cblr-7814	293	60	quality	quality	NOUN
cblr-7814	293	61	linked	link	VERB
cblr-7814	293	62	to	to	ADP
cblr-7814	293	63	the	the	DET
cblr-7814	293	64	social	social	ADJ
cblr-7814	293	65	or	or	CCONJ
cblr-7814	293	66	physical	physical	ADJ
cblr-7814	293	67	attribute	attribute	NOUN
cblr-7814	293	68	of	of	ADP
cblr-7814	293	69	a	a	DET
cblr-7814	293	70	given	give	VERB
cblr-7814	293	71	group	group	NOUN
cblr-7814	293	72	.	.	PUNCT
cblr-7814	293	73	”124	”124	PROPN
cblr-7814	293	74	in	in	ADP
cblr-7814	293	75	essence	essence	NOUN
cblr-7814	293	76	,	,	PUNCT
cblr-7814	293	77	an	an	DET
cblr-7814	293	78	algorithm	algorithm	NOUN
cblr-7814	293	79	reduces	reduce	VERB
cblr-7814	293	80	individuals	individual	NOUN
cblr-7814	293	81	to	to	ADP
cblr-7814	293	82	assigned	assign	VERB
cblr-7814	293	83	identities	identity	NOUN
cblr-7814	293	84	,	,	PUNCT
cblr-7814	293	85	group	group	NOUN
cblr-7814	293	86	memberships	membership	NOUN
cblr-7814	293	87	,	,	PUNCT
cblr-7814	293	88	and	and	CCONJ
cblr-7814	293	89	statistical	statistical	ADJ
cblr-7814	293	90	assumptions	assumption	NOUN
cblr-7814	293	91	.	.	PUNCT
cblr-7814	294	1	predictions	prediction	NOUN
cblr-7814	294	2	from	from	ADP
cblr-7814	294	3	these	these	DET
cblr-7814	294	4	elements	element	NOUN
cblr-7814	294	5	increasingly	increasingly	ADV
cblr-7814	294	6	govern	govern	VERB
cblr-7814	294	7	the	the	DET
cblr-7814	294	8	individual	individual	NOUN
cblr-7814	294	9	’s	’s	PART
cblr-7814	294	10	opportunities	opportunity	NOUN
cblr-7814	294	11	,	,	PUNCT
cblr-7814	294	12	regardless	regardless	ADV
cblr-7814	294	13	of	of	ADP
cblr-7814	294	14	whether	whether	SCONJ
cblr-7814	294	15	these	these	DET
cblr-7814	294	16	group	group	NOUN
cblr-7814	294	17	-	-	PUNCT
cblr-7814	294	18	based	base	VERB
cblr-7814	294	19	predictions	prediction	NOUN
cblr-7814	294	20	are	be	AUX
cblr-7814	294	21	relevant	relevant	ADJ
cblr-7814	294	22	to	to	ADP
cblr-7814	294	23	that	that	DET
cblr-7814	294	24	individual.125	individual.125	NOUN
cblr-7814	294	25	affected	affect	VERB
cblr-7814	294	26	workers	worker	NOUN
cblr-7814	294	27	typically	typically	ADV
cblr-7814	294	28	have	have	VERB
cblr-7814	294	29	no	no	DET
cblr-7814	294	30	notice	notice	NOUN
cblr-7814	294	31	or	or	CCONJ
cblr-7814	294	32	opportunity	opportunity	NOUN
cblr-7814	294	33	to	to	PART
cblr-7814	294	34	participate	participate	VERB
cblr-7814	294	35	in	in	ADP
cblr-7814	294	36	the	the	DET
cblr-7814	294	37	prediction	prediction	NOUN
cblr-7814	294	38	process	process	NOUN
cblr-7814	294	39	,	,	PUNCT
cblr-7814	294	40	which	which	PRON
cblr-7814	294	41	relies	rely	VERB
cblr-7814	294	42	“	"	PUNCT
cblr-7814	294	43	primarily	primarily	ADV
cblr-7814	294	44	.	.	PUNCT
cblr-7814	294	45	.	.	PUNCT
cblr-7814	294	46	.	.	PUNCT
cblr-7814	295	1	on	on	ADP
cblr-7814	295	2	obscure	obscure	ADJ
cblr-7814	295	3	data	datum	NOUN
cblr-7814	295	4	management	management	NOUN
cblr-7814	295	5	and	and	CCONJ
cblr-7814	295	6	frequently	frequently	ADV
cblr-7814	295	7	takes	take	VERB
cblr-7814	295	8	place	place	NOUN
cblr-7814	295	9	in	in	ADP
cblr-7814	295	10	situations	situation	NOUN
cblr-7814	295	11	of	of	ADP
cblr-7814	295	12	imbalance	imbalance	NOUN
cblr-7814	295	13	between	between	ADP
cblr-7814	295	14	data	datum	NOUN
cblr-7814	295	15	gatherers	gatherer	NOUN
cblr-7814	295	16	and	and	CCONJ
cblr-7814	295	17	data	datum	NOUN
cblr-7814	295	18	subjects	subject	NOUN
cblr-7814	295	19	.	.	PUNCT
cblr-7814	295	20	”126	”126	NOUN
cblr-7814	295	21	because	because	SCONJ
cblr-7814	295	22	“	"	PUNCT
cblr-7814	295	23	[	[	X
cblr-7814	295	24	e]mployers	e]mployer	NOUN
cblr-7814	295	25	are	be	AUX
cblr-7814	295	26	under	under	ADP
cblr-7814	295	27	no	no	DET
cblr-7814	295	28	duty	duty	NOUN
cblr-7814	295	29	to	to	PART
cblr-7814	295	30	disclose	disclose	VERB
cblr-7814	295	31	the	the	DET
cblr-7814	295	32	metrics	metric	NOUN
cblr-7814	295	33	used	use	VERB
cblr-7814	295	34	,	,	PUNCT
cblr-7814	295	35	”	"	PUNCT
cblr-7814	295	36	workers	worker	NOUN
cblr-7814	295	37	are	be	AUX
cblr-7814	295	38	often	often	ADV
cblr-7814	295	39	unaware	unaware	ADJ
cblr-7814	295	40	of	of	ADP
cblr-7814	295	41	what	what	PRON
cblr-7814	295	42	data	datum	NOUN
cblr-7814	295	43	others	other	NOUN
cblr-7814	295	44	collect	collect	VERB
cblr-7814	295	45	from	from	ADP
cblr-7814	295	46	them	they	PRON
cblr-7814	295	47	and	and	CCONJ
cblr-7814	295	48	how	how	SCONJ
cblr-7814	295	49	their	their	PRON
cblr-7814	295	50	employers	employer	NOUN
cblr-7814	295	51	measure	measure	VERB
cblr-7814	295	52	performance.127	performance.127	NOUN
cblr-7814	295	53	121	121	NUM
cblr-7814	295	54	see	see	NOUN
cblr-7814	295	55	wilson	wilson	PROPN
cblr-7814	295	56	et	et	PROPN
cblr-7814	295	57	al	al	PROPN
cblr-7814	295	58	.	.	PROPN
cblr-7814	295	59	,	,	PUNCT
cblr-7814	295	60	supra	supra	PROPN
cblr-7814	295	61	note	note	PROPN
cblr-7814	295	62	12	12	NUM
cblr-7814	295	63	,	,	PUNCT
cblr-7814	295	64	at	at	ADP
cblr-7814	295	65	3	3	NUM
cblr-7814	295	66	.	.	NOUN
cblr-7814	295	67	122	122	NUM
cblr-7814	295	68	council	council	PROPN
cblr-7814	295	69	regulation	regulation	NOUN
cblr-7814	295	70	2016/679	2016/679	NOUN
cblr-7814	295	71	,	,	PUNCT
cblr-7814	295	72	art	art	NOUN
cblr-7814	295	73	.	.	PUNCT
cblr-7814	296	1	71	71	NUM
cblr-7814	296	2	,	,	PUNCT
cblr-7814	296	3	2016	2016	NUM
cblr-7814	296	4	o.j	o.j	PROPN
cblr-7814	296	5	.	.	PROPN
cblr-7814	296	6	(	(	PUNCT
cblr-7814	296	7	l119	l119	PROPN
cblr-7814	296	8	)	)	PUNCT
cblr-7814	296	9	1	1	NUM
cblr-7814	296	10	,	,	PUNCT
cblr-7814	296	11	14	14	NUM
cblr-7814	296	12	.	.	PUNCT
cblr-7814	296	13	123	123	NUM
cblr-7814	296	14	see	see	VERB
cblr-7814	296	15	alessandro	alessandro	PROPN
cblr-7814	296	16	mantelero	mantelero	NOUN
cblr-7814	296	17	,	,	PUNCT
cblr-7814	296	18	personal	personal	ADJ
cblr-7814	296	19	data	datum	NOUN
cblr-7814	296	20	for	for	ADP
cblr-7814	296	21	decisional	decisional	ADJ
cblr-7814	296	22	purposes	purpose	NOUN
cblr-7814	296	23	in	in	ADP
cblr-7814	296	24	the	the	DET
cblr-7814	296	25	age	age	NOUN
cblr-7814	296	26	of	of	ADP
cblr-7814	296	27	analytics	analytic	NOUN
cblr-7814	296	28	:	:	PUNCT
cblr-7814	296	29	from	from	ADP
cblr-7814	296	30	an	an	DET
cblr-7814	296	31	individual	individual	NOUN
cblr-7814	296	32	to	to	ADP
cblr-7814	296	33	a	a	DET
cblr-7814	296	34	collective	collective	ADJ
cblr-7814	296	35	dimension	dimension	NOUN
cblr-7814	296	36	of	of	ADP
cblr-7814	296	37	data	datum	NOUN
cblr-7814	296	38	protection	protection	NOUN
cblr-7814	296	39	,	,	PUNCT
cblr-7814	296	40	32	32	NUM
cblr-7814	296	41	comput	comput	NOUN
cblr-7814	296	42	.	.	PUNCT
cblr-7814	297	1	l.	l.	PROPN
cblr-7814	297	2	&	&	CCONJ
cblr-7814	297	3	sec	sec	PROPN
cblr-7814	297	4	.	.	PROPN
cblr-7814	297	5	rev	rev	PROPN
cblr-7814	297	6	.	.	PROPN
cblr-7814	297	7	238	238	NUM
cblr-7814	297	8	,	,	PUNCT
cblr-7814	297	9	239	239	NUM
cblr-7814	297	10	(	(	PUNCT
cblr-7814	297	11	2016	2016	NUM
cblr-7814	297	12	)	)	PUNCT
cblr-7814	297	13	.	.	PUNCT
cblr-7814	298	1	124	124	NUM
cblr-7814	298	2	cf	cf	NOUN
cblr-7814	298	3	.	.	PUNCT
cblr-7814	299	1	burdon	burdon	PROPN
cblr-7814	299	2	&	&	CCONJ
cblr-7814	299	3	harpur	harpur	PROPN
cblr-7814	299	4	,	,	PUNCT
cblr-7814	299	5	supra	supra	PROPN
cblr-7814	299	6	note	note	PROPN
cblr-7814	299	7	66	66	NUM
cblr-7814	299	8	,	,	PUNCT
cblr-7814	299	9	at	at	ADP
cblr-7814	299	10	694	694	NUM
cblr-7814	299	11	(	(	PUNCT
cblr-7814	299	12	discussing	discuss	VERB
cblr-7814	299	13	statistical	statistical	ADJ
cblr-7814	299	14	discrimination	discrimination	NOUN
cblr-7814	299	15	in	in	ADP
cblr-7814	299	16	a	a	DET
cblr-7814	299	17	narrower	narrow	ADJ
cblr-7814	299	18	context	context	NOUN
cblr-7814	299	19	)	)	PUNCT
cblr-7814	299	20	.	.	PUNCT
cblr-7814	300	1	125	125	NUM
cblr-7814	300	2	see	see	VERB
cblr-7814	300	3	balkin	balkin	NOUN
cblr-7814	300	4	,	,	PUNCT
cblr-7814	300	5	supra	supra	PROPN
cblr-7814	300	6	note	note	PROPN
cblr-7814	300	7	65	65	NUM
cblr-7814	300	8	,	,	PUNCT
cblr-7814	300	9	at	at	ADP
cblr-7814	300	10	1236–37	1236–37	NOUN
cblr-7814	300	11	.	.	PUNCT
cblr-7814	301	1	126	126	NUM
cblr-7814	301	2	mantelero	mantelero	NOUN
cblr-7814	301	3	,	,	PUNCT
cblr-7814	301	4	supra	supra	PROPN
cblr-7814	301	5	note	note	NOUN
cblr-7814	301	6	116	116	NUM
cblr-7814	301	7	,	,	PUNCT
cblr-7814	301	8	at	at	ADP
cblr-7814	301	9	239	239	NUM
cblr-7814	301	10	.	.	PUNCT
cblr-7814	301	11	127	127	NUM
cblr-7814	301	12	see	see	VERB
cblr-7814	301	13	alexander	alexander	PROPN
cblr-7814	301	14	&	&	CCONJ
cblr-7814	301	15	tippett	tippett	PROPN
cblr-7814	301	16	,	,	PUNCT
cblr-7814	301	17	supra	supra	PROPN
cblr-7814	301	18	note	note	PROPN
cblr-7814	301	19	79	79	NUM
cblr-7814	301	20	,	,	PUNCT
cblr-7814	301	21	at	at	ADP
cblr-7814	301	22	995	995	NUM
cblr-7814	301	23	.	.	PUNCT
cblr-7814	302	1	pedersen	pedersen	NOUN
cblr-7814	302	2	(	(	PUNCT
cblr-7814	302	3	note	note	NOUN
cblr-7814	302	4	)	)	PUNCT
cblr-7814	302	5	1/15/2021	1/15/2021	NUM
cblr-7814	302	6	5:01	5:01	NUM
cblr-7814	302	7	pm	pm	PROPN
cblr-7814	302	8	1146	1146	NUM
cblr-7814	302	9	columbia	columbia	PROPN
cblr-7814	302	10	business	business	PROPN
cblr-7814	302	11	law	law	PROPN
cblr-7814	302	12	review	review	NOUN
cblr-7814	302	13	[	[	X
cblr-7814	302	14	vol	vol	NOUN
cblr-7814	302	15	.	.	PUNCT
cblr-7814	302	16	2020	2020	NUM
cblr-7814	302	17	to	to	PART
cblr-7814	302	18	be	be	AUX
cblr-7814	302	19	competitive	competitive	ADJ
cblr-7814	302	20	,	,	PUNCT
cblr-7814	302	21	“	"	PUNCT
cblr-7814	302	22	compan[ies	compan[ie	NOUN
cblr-7814	302	23	]	]	PUNCT
cblr-7814	302	24	ha[ve	ha[ve	X
cblr-7814	302	25	]	]	X
cblr-7814	302	26	to	to	PART
cblr-7814	302	27	always	always	ADV
cblr-7814	302	28	collect	collect	VERB
cblr-7814	302	29	new	new	ADJ
cblr-7814	302	30	streams	stream	NOUN
cblr-7814	302	31	of	of	ADP
cblr-7814	302	32	data	datum	NOUN
cblr-7814	302	33	to	to	PART
cblr-7814	302	34	produce	produce	VERB
cblr-7814	302	35	new	new	ADJ
cblr-7814	302	36	correlated	correlate	VERB
cblr-7814	302	37	patterns	pattern	NOUN
cblr-7814	302	38	that	that	PRON
cblr-7814	302	39	provide	provide	VERB
cblr-7814	302	40	new	new	ADJ
cblr-7814	302	41	insights	insight	NOUN
cblr-7814	302	42	.	.	PUNCT
cblr-7814	303	1	”128	”128	PUNCT
cblr-7814	304	1	the	the	DET
cblr-7814	304	2	relentless	relentless	ADJ
cblr-7814	304	3	search	search	NOUN
cblr-7814	304	4	for	for	ADP
cblr-7814	304	5	new	new	ADJ
cblr-7814	304	6	sources	source	NOUN
cblr-7814	304	7	of	of	ADP
cblr-7814	304	8	potentially	potentially	ADV
cblr-7814	304	9	business	business	NOUN
cblr-7814	304	10	-	-	PUNCT
cblr-7814	304	11	relevant	relevant	ADJ
cblr-7814	304	12	data	data	NOUN
cblr-7814	304	13	has	have	AUX
cblr-7814	304	14	engendered	engender	VERB
cblr-7814	304	15	attempts	attempt	NOUN
cblr-7814	304	16	to	to	PART
cblr-7814	304	17	quantify	quantify	VERB
cblr-7814	304	18	and	and	CCONJ
cblr-7814	304	19	analyze	analyze	VERB
cblr-7814	304	20	even	even	ADV
cblr-7814	304	21	unconscious	unconscious	ADJ
cblr-7814	304	22	human	human	ADJ
cblr-7814	304	23	behaviors	behavior	NOUN
cblr-7814	304	24	to	to	PART
cblr-7814	304	25	provide	provide	VERB
cblr-7814	304	26	additional	additional	ADJ
cblr-7814	304	27	insights	insight	NOUN
cblr-7814	304	28	into	into	ADP
cblr-7814	304	29	productivity	productivity	NOUN
cblr-7814	304	30	maximization.129	maximization.129	PROPN
cblr-7814	304	31	ai	ai	VERB
cblr-7814	304	32	can	can	AUX
cblr-7814	304	33	conduct	conduct	VERB
cblr-7814	304	34	video	video	NOUN
cblr-7814	304	35	interviews	interview	NOUN
cblr-7814	304	36	and	and	CCONJ
cblr-7814	304	37	“	"	PUNCT
cblr-7814	304	38	assess	assess	NOUN
cblr-7814	304	39	candidate	candidate	NOUN
cblr-7814	304	40	honesty	honesty	NOUN
cblr-7814	304	41	and	and	CCONJ
cblr-7814	304	42	personality	personality	NOUN
cblr-7814	304	43	”	"	PUNCT
cblr-7814	304	44	prior	prior	ADV
cblr-7814	304	45	to	to	ADP
cblr-7814	304	46	any	any	DET
cblr-7814	304	47	human	human	ADJ
cblr-7814	304	48	interaction	interaction	NOUN
cblr-7814	304	49	with	with	ADP
cblr-7814	304	50	a	a	DET
cblr-7814	304	51	job	job	NOUN
cblr-7814	304	52	applicant.130	applicant.130	ADJ
cblr-7814	304	53	vendors	vendor	NOUN
cblr-7814	304	54	sell	sell	VERB
cblr-7814	304	55	algorithms	algorithm	NOUN
cblr-7814	304	56	that	that	PRON
cblr-7814	304	57	“	"	PUNCT
cblr-7814	304	58	can	can	AUX
cblr-7814	304	59	pinpoint	pinpoint	VERB
cblr-7814	304	60	areas	area	NOUN
cblr-7814	304	61	of	of	ADP
cblr-7814	304	62	potential	potential	ADJ
cblr-7814	304	63	fraud	fraud	NOUN
cblr-7814	304	64	or	or	CCONJ
cblr-7814	304	65	client	client	NOUN
cblr-7814	304	66	projects	project	NOUN
cblr-7814	304	67	that	that	PRON
cblr-7814	304	68	are	be	AUX
cblr-7814	304	69	going	go	VERB
cblr-7814	304	70	poorly	poorly	ADV
cblr-7814	304	71	”	"	PUNCT
cblr-7814	304	72	by	by	ADP
cblr-7814	304	73	analyzing	analyze	VERB
cblr-7814	304	74	emails	email	NOUN
cblr-7814	304	75	to	to	PART
cblr-7814	304	76	identify	identify	VERB
cblr-7814	304	77	an	an	DET
cblr-7814	304	78	employee	employee	NOUN
cblr-7814	304	79	’s	’s	PART
cblr-7814	304	80	mood	mood	NOUN
cblr-7814	304	81	and	and	CCONJ
cblr-7814	304	82	stress.131	stress.131	VERB
cblr-7814	304	83	some	some	DET
cblr-7814	304	84	employers	employer	NOUN
cblr-7814	304	85	monitor	monitor	VERB
cblr-7814	304	86	workers	worker	NOUN
cblr-7814	304	87	’	’	PART
cblr-7814	304	88	speech	speech	NOUN
cblr-7814	304	89	and	and	CCONJ
cblr-7814	304	90	movement.132	movement.132	PROPN
cblr-7814	304	91	“	"	PUNCT
cblr-7814	304	92	sociometric	sociometric	ADJ
cblr-7814	304	93	badges	badge	NOUN
cblr-7814	304	94	”	"	PUNCT
cblr-7814	304	95	allow	allow	VERB
cblr-7814	304	96	employers	employer	NOUN
cblr-7814	304	97	to	to	PART
cblr-7814	304	98	“	"	PUNCT
cblr-7814	304	99	collect	collect	VERB
cblr-7814	304	100	data	datum	NOUN
cblr-7814	304	101	on	on	ADP
cblr-7814	304	102	an	an	DET
cblr-7814	304	103	employee	employee	NOUN
cblr-7814	304	104	’s	’s	PART
cblr-7814	304	105	movements	movement	NOUN
cblr-7814	304	106	,	,	PUNCT
cblr-7814	304	107	[	[	X
cblr-7814	304	108	to	to	PART
cblr-7814	304	109	]	]	PUNCT
cblr-7814	304	110	determine	determine	VERB
cblr-7814	304	111	when	when	SCONJ
cblr-7814	304	112	employees	employee	NOUN
cblr-7814	304	113	are	be	AUX
cblr-7814	304	114	interacting	interact	VERB
cblr-7814	304	115	,	,	PUNCT
cblr-7814	304	116	[	[	X
cblr-7814	304	117	to	to	PART
cblr-7814	304	118	]	]	PART
cblr-7814	304	119	analyze	analyze	VERB
cblr-7814	304	120	the	the	DET
cblr-7814	304	121	tones	tone	NOUN
cblr-7814	304	122	of	of	ADP
cblr-7814	304	123	employees	employee	NOUN
cblr-7814	304	124	’	’	PART
cblr-7814	304	125	voices	voice	NOUN
cblr-7814	304	126	,	,	PUNCT
cblr-7814	304	127	and	and	CCONJ
cblr-7814	304	128	then	then	ADV
cblr-7814	304	129	.	.	PUNCT
cblr-7814	304	130	.	.	PUNCT
cblr-7814	305	1	.	.	PUNCT
cblr-7814	306	1	break	break	VERB
cblr-7814	306	2	down	down	ADP
cblr-7814	306	3	quantitative	quantitative	ADJ
cblr-7814	306	4	data	datum	NOUN
cblr-7814	306	5	to	to	PART
cblr-7814	306	6	determine	determine	VERB
cblr-7814	306	7	which	which	PRON
cblr-7814	306	8	employees	employee	NOUN
cblr-7814	306	9	are	be	AUX
cblr-7814	306	10	interacting	interact	VERB
cblr-7814	306	11	,	,	PUNCT
cblr-7814	306	12	where	where	SCONJ
cblr-7814	306	13	,	,	PUNCT
cblr-7814	306	14	for	for	ADP
cblr-7814	306	15	how	how	SCONJ
cblr-7814	306	16	long	long	ADV
cblr-7814	306	17	,	,	PUNCT
cblr-7814	306	18	and	and	CCONJ
cblr-7814	306	19	with	with	ADP
cblr-7814	306	20	what	what	DET
cblr-7814	306	21	general	general	ADJ
cblr-7814	306	22	type	type	NOUN
cblr-7814	306	23	of	of	ADP
cblr-7814	306	24	emotional	emotional	ADJ
cblr-7814	306	25	valence	valence	NOUN
cblr-7814	306	26	.	.	PUNCT
cblr-7814	307	1	”133	”133	VERB
cblr-7814	307	2	as	as	SCONJ
cblr-7814	307	3	companies	company	NOUN
cblr-7814	307	4	become	become	VERB
cblr-7814	307	5	more	more	ADV
cblr-7814	307	6	dependent	dependent	ADJ
cblr-7814	307	7	on	on	ADP
cblr-7814	307	8	the	the	DET
cblr-7814	307	9	complex	complex	ADJ
cblr-7814	307	10	analytical	analytical	ADJ
cblr-7814	307	11	outcomes	outcome	NOUN
cblr-7814	307	12	of	of	ADP
cblr-7814	307	13	predictive	predictive	ADJ
cblr-7814	307	14	algorithms	algorithm	NOUN
cblr-7814	307	15	,	,	PUNCT
cblr-7814	307	16	“	"	PUNCT
cblr-7814	307	17	the	the	DET
cblr-7814	307	18	prescriptive	prescriptive	NOUN
cblr-7814	307	19	128	128	NUM
cblr-7814	307	20	burdon	burdon	PROPN
cblr-7814	307	21	&	&	CCONJ
cblr-7814	307	22	harpur	harpur	PROPN
cblr-7814	307	23	,	,	PUNCT
cblr-7814	307	24	supra	supra	PROPN
cblr-7814	307	25	note	note	PROPN
cblr-7814	307	26	66	66	NUM
cblr-7814	307	27	,	,	PUNCT
cblr-7814	307	28	at	at	ADP
cblr-7814	307	29	686	686	NUM
cblr-7814	307	30	(	(	PUNCT
cblr-7814	307	31	emphasis	emphasis	NOUN
cblr-7814	307	32	deleted	delete	VERB
cblr-7814	307	33	)	)	PUNCT
cblr-7814	307	34	.	.	PUNCT
cblr-7814	308	1	129	129	NUM
cblr-7814	308	2	see	see	VERB
cblr-7814	308	3	josh	josh	PROPN
cblr-7814	308	4	bersin	bersin	PROPN
cblr-7814	308	5	,	,	PUNCT
cblr-7814	308	6	people	people	NOUN
cblr-7814	308	7	analytics	analytic	NOUN
cblr-7814	308	8	:	:	PUNCT
cblr-7814	308	9	here	here	ADV
cblr-7814	308	10	with	with	ADP
cblr-7814	308	11	a	a	DET
cblr-7814	308	12	vengeance	vengeance	NOUN
cblr-7814	308	13	,	,	PUNCT
cblr-7814	308	14	forbes	forbes	PROPN
cblr-7814	308	15	(	(	PUNCT
cblr-7814	308	16	dec	dec	PROPN
cblr-7814	308	17	.	.	PROPN
cblr-7814	308	18	16	16	NUM
cblr-7814	308	19	,	,	PUNCT
cblr-7814	308	20	2017	2017	NUM
cblr-7814	308	21	,	,	PUNCT
cblr-7814	308	22	11:39	11:39	NUM
cblr-7814	308	23	am	am	NOUN
cblr-7814	308	24	)	)	PUNCT
cblr-7814	308	25	,	,	PUNCT
cblr-7814	308	26	https://www.forbes.com/sites/joshbersin/2017/12/16/people-analytics-herewith-a-vengeance/#3ac746832a14	https://www.forbes.com/sites/joshbersin/2017/12/16/people-analytics-herewith-a-vengeance/#3ac746832a14	NOUN
cblr-7814	309	1	[	[	X
cblr-7814	309	2	https://perma.cc/5x6d-wj4c	https://perma.cc/5x6d-wj4c	NOUN
cblr-7814	309	3	]	]	PUNCT
cblr-7814	309	4	.	.	PUNCT
cblr-7814	310	1	130	130	NUM
cblr-7814	310	2	see	see	VERB
cblr-7814	310	3	fineman	fineman	NOUN
cblr-7814	310	4	,	,	PUNCT
cblr-7814	310	5	supra	supra	PROPN
cblr-7814	310	6	note	note	NOUN
cblr-7814	310	7	17	17	NUM
cblr-7814	310	8	.	.	PUNCT
cblr-7814	311	1	131	131	NUM
cblr-7814	311	2	see	see	VERB
cblr-7814	311	3	bersin	bersin	NOUN
cblr-7814	311	4	,	,	PUNCT
cblr-7814	311	5	supra	supra	PROPN
cblr-7814	311	6	note	note	NOUN
cblr-7814	311	7	129	129	NUM
cblr-7814	311	8	.	.	PUNCT
cblr-7814	312	1	132	132	NUM
cblr-7814	312	2	sprague	sprague	NOUN
cblr-7814	312	3	,	,	PUNCT
cblr-7814	312	4	supra	supra	PROPN
cblr-7814	312	5	note	note	PROPN
cblr-7814	312	6	14	14	NUM
cblr-7814	312	7	,	,	PUNCT
cblr-7814	312	8	at	at	ADP
cblr-7814	312	9	34	34	NUM
cblr-7814	312	10	&	&	CCONJ
cblr-7814	312	11	n.129	n.129	PROPN
cblr-7814	312	12	.	.	PUNCT
cblr-7814	313	1	amazon	amazon	PROPN
cblr-7814	313	2	promises	promise	VERB
cblr-7814	313	3	employers	employer	NOUN
cblr-7814	313	4	that	that	SCONJ
cblr-7814	313	5	its	its	PRON
cblr-7814	313	6	alexa	alexa	NOUN
cblr-7814	313	7	for	for	ADP
cblr-7814	313	8	business	business	NOUN
cblr-7814	313	9	service	service	NOUN
cblr-7814	313	10	will	will	AUX
cblr-7814	313	11	“	"	PUNCT
cblr-7814	313	12	let	let	VERB
cblr-7814	313	13	[	[	X
cblr-7814	313	14	]	]	X
cblr-7814	313	15	[	[	X
cblr-7814	313	16	their	their	PRON
cblr-7814	313	17	]	]	X
cblr-7814	313	18	employees	employee	NOUN
cblr-7814	313	19	be	be	VERB
cblr-7814	313	20	more	more	ADV
cblr-7814	313	21	productive	productive	ADJ
cblr-7814	313	22	throughout	throughout	ADP
cblr-7814	313	23	their	their	PRON
cblr-7814	313	24	day	day	NOUN
cblr-7814	313	25	”	"	PUNCT
cblr-7814	313	26	by	by	ADP
cblr-7814	313	27	helping	help	VERB
cblr-7814	313	28	them	they	PRON
cblr-7814	313	29	“	"	PUNCT
cblr-7814	313	30	stay	stay	VERB
cblr-7814	313	31	focused	focused	ADJ
cblr-7814	313	32	on	on	ADP
cblr-7814	313	33	important	important	ADJ
cblr-7814	313	34	tasks	task	NOUN
cblr-7814	313	35	whether	whether	SCONJ
cblr-7814	313	36	at	at	ADP
cblr-7814	313	37	home	home	NOUN
cblr-7814	313	38	,	,	PUNCT
cblr-7814	313	39	at	at	ADP
cblr-7814	313	40	work	work	NOUN
cblr-7814	313	41	,	,	PUNCT
cblr-7814	313	42	or	or	CCONJ
cblr-7814	313	43	on	on	ADP
cblr-7814	313	44	the	the	DET
cblr-7814	313	45	go	go	NOUN
cblr-7814	313	46	.	.	PUNCT
cblr-7814	313	47	”	"	PUNCT
cblr-7814	314	1	alexa	alexa	NOUN
cblr-7814	314	2	for	for	ADP
cblr-7814	314	3	business	business	NOUN
cblr-7814	314	4	,	,	PUNCT
cblr-7814	314	5	amazon	amazon	PROPN
cblr-7814	314	6	web	web	NOUN
cblr-7814	314	7	servs	servs	PROPN
cblr-7814	314	8	.	.	PUNCT
cblr-7814	315	1	(	(	PUNCT
cblr-7814	315	2	last	last	ADV
cblr-7814	315	3	visited	visit	VERB
cblr-7814	315	4	nov	nov	PROPN
cblr-7814	315	5	.	.	PROPN
cblr-7814	315	6	15	15	NUM
cblr-7814	315	7	,	,	PUNCT
cblr-7814	315	8	2020	2020	NUM
cblr-7814	315	9	)	)	PUNCT
cblr-7814	315	10	,	,	PUNCT
cblr-7814	315	11	https://aws.amazon.com/alexaforbusiness/	https://aws.amazon.com/alexaforbusiness/	X
cblr-7814	315	12	[	[	X
cblr-7814	315	13	https://perma.cc/cv2e-xey6	https://perma.cc/cv2e-xey6	X
cblr-7814	315	14	]	]	X
cblr-7814	315	15	.	.	PUNCT
cblr-7814	316	1	133	133	NUM
cblr-7814	316	2	bodie	bodie	PROPN
cblr-7814	316	3	et	et	PROPN
cblr-7814	316	4	al	al	PROPN
cblr-7814	316	5	.	.	PROPN
cblr-7814	316	6	,	,	PUNCT
cblr-7814	316	7	supra	supra	PROPN
cblr-7814	316	8	note	note	VERB
cblr-7814	316	9	37	37	NUM
cblr-7814	316	10	,	,	PUNCT
cblr-7814	316	11	at	at	ADP
cblr-7814	316	12	971	971	NUM
cblr-7814	316	13	.	.	PUNCT
cblr-7814	317	1	one	one	NUM
cblr-7814	317	2	researcher	researcher	NOUN
cblr-7814	317	3	used	use	VERB
cblr-7814	317	4	data	datum	NOUN
cblr-7814	317	5	collected	collect	VERB
cblr-7814	317	6	by	by	ADP
cblr-7814	317	7	sociometric	sociometric	ADJ
cblr-7814	317	8	badges	badge	NOUN
cblr-7814	317	9	equipped	equip	VERB
cblr-7814	317	10	with	with	ADP
cblr-7814	317	11	microphones	microphone	NOUN
cblr-7814	317	12	and	and	CCONJ
cblr-7814	317	13	motion	motion	NOUN
cblr-7814	317	14	detectors	detector	NOUN
cblr-7814	317	15	to	to	PART
cblr-7814	317	16	conclude	conclude	VERB
cblr-7814	317	17	that	that	SCONJ
cblr-7814	317	18	certain	certain	ADJ
cblr-7814	317	19	types	type	NOUN
cblr-7814	317	20	of	of	ADP
cblr-7814	317	21	employee	employee	NOUN
cblr-7814	317	22	interactions	interaction	NOUN
cblr-7814	317	23	and	and	CCONJ
cblr-7814	317	24	interpersonal	interpersonal	ADJ
cblr-7814	317	25	networks	network	NOUN
cblr-7814	317	26	are	be	AUX
cblr-7814	317	27	key	key	ADJ
cblr-7814	317	28	to	to	ADP
cblr-7814	317	29	enhancing	enhance	VERB
cblr-7814	317	30	“	"	PUNCT
cblr-7814	317	31	workplace	workplace	NOUN
cblr-7814	317	32	loyalty	loyalty	NOUN
cblr-7814	317	33	and	and	CCONJ
cblr-7814	317	34	efficiency	efficiency	NOUN
cblr-7814	317	35	.	.	PUNCT
cblr-7814	317	36	”	"	PUNCT
cblr-7814	318	1	see	see	VERB
cblr-7814	318	2	i	i	PROPN
cblr-7814	318	3	d.	d.	PROPN
cblr-7814	318	4	(	(	PUNCT
cblr-7814	318	5	citing	cite	VERB
cblr-7814	318	6	ben	ben	PROPN
cblr-7814	318	7	waber	waber	PROPN
cblr-7814	318	8	,	,	PUNCT
cblr-7814	318	9	people	people	NOUN
cblr-7814	318	10	analytics	analytic	NOUN
cblr-7814	318	11	:	:	PUNCT
cblr-7814	318	12	how	how	SCONJ
cblr-7814	318	13	social	social	ADJ
cblr-7814	318	14	sensing	sense	VERB
cblr-7814	318	15	technology	technology	NOUN
cblr-7814	318	16	will	will	AUX
cblr-7814	318	17	transform	transform	VERB
cblr-7814	318	18	business	business	NOUN
cblr-7814	318	19	and	and	CCONJ
cblr-7814	318	20	what	what	PRON
cblr-7814	318	21	it	it	PRON
cblr-7814	318	22	tells	tell	VERB
cblr-7814	318	23	us	we	PRON
cblr-7814	318	24	about	about	ADP
cblr-7814	318	25	the	the	DET
cblr-7814	318	26	future	future	NOUN
cblr-7814	318	27	of	of	ADP
cblr-7814	318	28	work	work	NOUN
cblr-7814	318	29	109–21	109–21	PROPN
cblr-7814	318	30	(	(	PUNCT
cblr-7814	318	31	2013	2013	NUM
cblr-7814	318	32	)	)	PUNCT
cblr-7814	318	33	)	)	PUNCT
cblr-7814	318	34	.	.	PUNCT
cblr-7814	319	1	pedersen	pedersen	NOUN
cblr-7814	319	2	(	(	PUNCT
cblr-7814	319	3	note	note	NOUN
cblr-7814	319	4	)	)	PUNCT
cblr-7814	319	5	1/15/2021	1/15/2021	NUM
cblr-7814	319	6	5:01	5:01	NUM
cblr-7814	319	7	pm	pm	NOUN
cblr-7814	319	8	no	no	INTJ
cblr-7814	319	9	.	.	PUNCT
cblr-7814	320	1	3:1122	3:1122	NUM
cblr-7814	320	2	]	]	X
cblr-7814	320	3	people	people	NOUN
cblr-7814	320	4	analytics	analytic	NOUN
cblr-7814	320	5	and	and	CCONJ
cblr-7814	320	6	individual	individual	ADJ
cblr-7814	320	7	autonomy	autonomy	NOUN
cblr-7814	320	8	1147	1147	NUM
cblr-7814	320	9	focus	focus	NOUN
cblr-7814	320	10	of	of	ADP
cblr-7814	320	11	talent	talent	NOUN
cblr-7814	320	12	analytics	analytic	NOUN
cblr-7814	320	13	could	could	AUX
cblr-7814	320	14	be	be	AUX
cblr-7814	320	15	central	central	ADJ
cblr-7814	320	16	to	to	ADP
cblr-7814	320	17	future	future	ADJ
cblr-7814	320	18	workplace	workplace	NOUN
cblr-7814	320	19	recruitment	recruitment	NOUN
cblr-7814	320	20	and	and	CCONJ
cblr-7814	320	21	retention	retention	NOUN
cblr-7814	320	22	developments	development	NOUN
cblr-7814	320	23	.	.	PUNCT
cblr-7814	320	24	”134	”134	PUNCT
cblr-7814	321	1	this	this	DET
cblr-7814	321	2	focus	focus	NOUN
cblr-7814	321	3	could	could	AUX
cblr-7814	321	4	result	result	VERB
cblr-7814	321	5	in	in	ADP
cblr-7814	321	6	the	the	DET
cblr-7814	321	7	“	"	PUNCT
cblr-7814	321	8	operationalisation	operationalisation	NOUN
cblr-7814	321	9	,	,	PUNCT
cblr-7814	321	10	and	and	CCONJ
cblr-7814	321	11	potentially	potentially	ADV
cblr-7814	321	12	the	the	DET
cblr-7814	321	13	automation	automation	NOUN
cblr-7814	321	14	,	,	PUNCT
cblr-7814	321	15	of	of	ADP
cblr-7814	321	16	decision	decision	NOUN
cblr-7814	321	17	-	-	PUNCT
cblr-7814	321	18	making	making	NOUN
cblr-7814	321	19	predicated	predicate	VERB
cblr-7814	321	20	on	on	ADP
cblr-7814	321	21	predictive	predictive	ADJ
cblr-7814	321	22	outcomes	outcome	NOUN
cblr-7814	321	23	and	and	CCONJ
cblr-7814	321	24	probablised	probablise	VERB
cblr-7814	321	25	responses	response	NOUN
cblr-7814	321	26	.	.	PUNCT
cblr-7814	321	27	”135	”135	PUNCT
cblr-7814	322	1	algorithmic	algorithmic	ADJ
cblr-7814	322	2	profiling	profiling	NOUN
cblr-7814	322	3	thus	thus	ADV
cblr-7814	322	4	tends	tend	VERB
cblr-7814	322	5	toward	toward	ADP
cblr-7814	322	6	“	"	PUNCT
cblr-7814	322	7	‘	'	PUNCT
cblr-7814	322	8	a	a	DET
cblr-7814	322	9	new	new	ADJ
cblr-7814	322	10	truth	truth	NOUN
cblr-7814	322	11	regime	regime	NOUN
cblr-7814	322	12	’	'	PUNCT
cblr-7814	322	13	,	,	PUNCT
cblr-7814	322	14	in	in	ADP
cblr-7814	322	15	which	which	PRON
cblr-7814	322	16	general	general	ADJ
cblr-7814	322	17	strategies	strategy	NOUN
cblr-7814	322	18	are	be	AUX
cblr-7814	322	19	adopted	adopt	VERB
cblr-7814	322	20	on	on	ADP
cblr-7814	322	21	a	a	DET
cblr-7814	322	22	large	large	ADJ
cblr-7814	322	23	scale	scale	NOUN
cblr-7814	322	24	on	on	ADP
cblr-7814	322	25	the	the	DET
cblr-7814	322	26	basis	basis	NOUN
cblr-7814	322	27	of	of	ADP
cblr-7814	322	28	representations	representation	NOUN
cblr-7814	322	29	of	of	ADP
cblr-7814	322	30	society	society	NOUN
cblr-7814	322	31	generated	generate	VERB
cblr-7814	322	32	by	by	ADP
cblr-7814	322	33	algorithms	algorithm	NOUN
cblr-7814	322	34	,	,	PUNCT
cblr-7814	322	35	which	which	PRON
cblr-7814	322	36	predict	predict	VERB
cblr-7814	322	37	future	future	ADJ
cblr-7814	322	38	collective	collective	ADJ
cblr-7814	322	39	behaviour	behaviour	NOUN
cblr-7814	322	40	.	.	PUNCT
cblr-7814	322	41	”136	”136	PUNCT
cblr-7814	323	1	reliance	reliance	NOUN
cblr-7814	323	2	on	on	ADP
cblr-7814	323	3	algorithmic	algorithmic	ADJ
cblr-7814	323	4	predictions	prediction	NOUN
cblr-7814	323	5	gradually	gradually	ADV
cblr-7814	323	6	replaces	replace	VERB
cblr-7814	323	7	the	the	DET
cblr-7814	323	8	need	need	NOUN
cblr-7814	323	9	for	for	ADP
cblr-7814	323	10	proof	proof	NOUN
cblr-7814	323	11	,	,	PUNCT
cblr-7814	323	12	and	and	CCONJ
cblr-7814	323	13	transparency	transparency	NOUN
cblr-7814	323	14	and	and	CCONJ
cblr-7814	323	15	accountability	accountability	NOUN
cblr-7814	323	16	in	in	ADP
cblr-7814	323	17	the	the	DET
cblr-7814	323	18	decision	decision	NOUN
cblr-7814	323	19	-	-	PUNCT
cblr-7814	323	20	making	make	VERB
cblr-7814	323	21	process	process	NOUN
cblr-7814	323	22	fall	fall	VERB
cblr-7814	323	23	to	to	ADP
cblr-7814	323	24	the	the	DET
cblr-7814	323	25	wayside.137	wayside.137	NOUN
cblr-7814	323	26	as	as	SCONJ
cblr-7814	323	27	employers	employer	NOUN
cblr-7814	323	28	increasingly	increasingly	ADV
cblr-7814	323	29	act	act	VERB
cblr-7814	323	30	based	base	VERB
cblr-7814	323	31	on	on	ADP
cblr-7814	323	32	algorithmically	algorithmically	ADV
cblr-7814	323	33	generated	generate	VERB
cblr-7814	323	34	representations	representation	NOUN
cblr-7814	323	35	of	of	ADP
cblr-7814	323	36	society	society	NOUN
cblr-7814	323	37	,	,	PUNCT
cblr-7814	323	38	a	a	DET
cblr-7814	323	39	positive	positive	ADJ
cblr-7814	323	40	feedback	feedback	NOUN
cblr-7814	323	41	loop	loop	NOUN
cblr-7814	323	42	emerges	emerge	VERB
cblr-7814	323	43	because	because	SCONJ
cblr-7814	323	44	the	the	DET
cblr-7814	323	45	underlying	underlie	VERB
cblr-7814	323	46	database	database	NOUN
cblr-7814	323	47	receives	receive	VERB
cblr-7814	323	48	more	more	ADJ
cblr-7814	323	49	and	and	CCONJ
cblr-7814	323	50	more	more	ADJ
cblr-7814	323	51	data	datum	NOUN
cblr-7814	323	52	reinforcing	reinforce	VERB
cblr-7814	323	53	the	the	DET
cblr-7814	323	54	system	system	NOUN
cblr-7814	323	55	’s	’s	PART
cblr-7814	323	56	initial	initial	ADJ
cblr-7814	323	57	predictions.138	predictions.138	PROPN
cblr-7814	323	58	not	not	PART
cblr-7814	323	59	only	only	ADV
cblr-7814	323	60	does	do	AUX
cblr-7814	323	61	this	this	PRON
cblr-7814	323	62	make	make	VERB
cblr-7814	323	63	it	it	PRON
cblr-7814	323	64	more	more	ADV
cblr-7814	323	65	difficult	difficult	ADJ
cblr-7814	323	66	to	to	PART
cblr-7814	323	67	question	question	VERB
cblr-7814	323	68	the	the	DET
cblr-7814	323	69	validity	validity	NOUN
cblr-7814	323	70	of	of	ADP
cblr-7814	323	71	the	the	DET
cblr-7814	323	72	algorithm	algorithm	NOUN
cblr-7814	323	73	’s	’s	PART
cblr-7814	323	74	logic	logic	NOUN
cblr-7814	323	75	,	,	PUNCT
cblr-7814	323	76	but	but	CCONJ
cblr-7814	323	77	also	also	ADV
cblr-7814	323	78	it	it	PRON
cblr-7814	323	79	cedes	cede	VERB
cblr-7814	323	80	increasing	increase	VERB
cblr-7814	323	81	social	social	ADJ
cblr-7814	323	82	and	and	CCONJ
cblr-7814	323	83	organizational	organizational	ADJ
cblr-7814	323	84	control	control	NOUN
cblr-7814	323	85	to	to	ADP
cblr-7814	323	86	the	the	DET
cblr-7814	323	87	algorithm.139	algorithm.139	PROPN
cblr-7814	323	88	ian	ian	PROPN
cblr-7814	323	89	kerr	kerr	PROPN
cblr-7814	323	90	and	and	CCONJ
cblr-7814	323	91	jessica	jessica	PROPN
cblr-7814	323	92	earle	earle	PROPN
cblr-7814	323	93	warn	warn	VERB
cblr-7814	323	94	that	that	SCONJ
cblr-7814	323	95	,	,	PUNCT
cblr-7814	323	96	in	in	ADP
cblr-7814	323	97	the	the	DET
cblr-7814	323	98	field	field	NOUN
cblr-7814	323	99	of	of	ADP
cblr-7814	323	100	big	big	ADJ
cblr-7814	323	101	data	datum	NOUN
cblr-7814	323	102	analytics	analytic	NOUN
cblr-7814	323	103	,	,	PUNCT
cblr-7814	323	104	preemptive	preemptive	ADJ
cblr-7814	323	105	predictions	prediction	NOUN
cblr-7814	323	106	“	"	PUNCT
cblr-7814	323	107	are	be	AUX
cblr-7814	323	108	intentionally	intentionally	ADV
cblr-7814	323	109	used	use	VERB
cblr-7814	323	110	to	to	PART
cblr-7814	323	111	diminish	diminish	VERB
cblr-7814	323	112	a	a	DET
cblr-7814	323	113	person	person	NOUN
cblr-7814	323	114	’s	’s	PART
cblr-7814	323	115	range	range	NOUN
cblr-7814	323	116	of	of	ADP
cblr-7814	323	117	future	future	ADJ
cblr-7814	323	118	options	option	NOUN
cblr-7814	323	119	”	"	PUNCT
cblr-7814	323	120	such	such	ADJ
cblr-7814	323	121	that	that	SCONJ
cblr-7814	323	122	their	their	PRON
cblr-7814	323	123	use	use	NOUN
cblr-7814	323	124	“	"	PUNCT
cblr-7814	323	125	as	as	ADP
cblr-7814	323	126	a	a	DET
cblr-7814	323	127	means	means	NOUN
cblr-7814	323	128	of	of	ADP
cblr-7814	323	129	avoiding	avoid	VERB
cblr-7814	323	130	risk	risk	NOUN
cblr-7814	323	131	becomes	become	VERB
cblr-7814	323	132	a	a	DET
cblr-7814	323	133	catalyst	catalyst	NOUN
cblr-7814	323	134	for	for	ADP
cblr-7814	323	135	various	various	ADJ
cblr-7814	323	136	134	134	NUM
cblr-7814	323	137	see	see	NOUN
cblr-7814	323	138	burdon	burdon	PROPN
cblr-7814	323	139	&	&	CCONJ
cblr-7814	323	140	harpur	harpur	PROPN
cblr-7814	323	141	,	,	PUNCT
cblr-7814	323	142	supra	supra	PROPN
cblr-7814	323	143	note	note	PROPN
cblr-7814	323	144	66	66	NUM
cblr-7814	323	145	,	,	PUNCT
cblr-7814	323	146	at	at	ADP
cblr-7814	323	147	692	692	NUM
cblr-7814	323	148	.	.	NOUN
cblr-7814	323	149	135	135	NUM
cblr-7814	323	150	see	see	VERB
cblr-7814	323	151	i	i	PRON
cblr-7814	323	152	d.	d.	PROPN
cblr-7814	323	153	at	at	ADP
cblr-7814	323	154	687	687	NUM
cblr-7814	323	155	.	.	PUNCT
cblr-7814	324	1	the	the	DET
cblr-7814	324	2	authors	author	NOUN
cblr-7814	324	3	elaborate	elaborate	VERB
cblr-7814	324	4	further	far	ADV
cblr-7814	324	5	:	:	PUNCT
cblr-7814	324	6	the	the	DET
cblr-7814	324	7	prescripted	prescripted	ADJ
cblr-7814	324	8	employee	employee	NOUN
cblr-7814	324	9	therefore	therefore	ADV
cblr-7814	324	10	is	be	AUX
cblr-7814	324	11	an	an	DET
cblr-7814	324	12	employee	employee	NOUN
cblr-7814	324	13	whose	whose	DET
cblr-7814	324	14	workplace	workplace	NOUN
cblr-7814	324	15	behavioural	behavioural	ADJ
cblr-7814	324	16	patterns	pattern	NOUN
cblr-7814	324	17	are	be	AUX
cblr-7814	324	18	increasingly	increasingly	ADV
cblr-7814	324	19	being	be	AUX
cblr-7814	324	20	predicted	predict	VERB
cblr-7814	324	21	.	.	PUNCT
cblr-7814	325	1	future	future	ADJ
cblr-7814	325	2	behaviour	behaviour	NOUN
cblr-7814	325	3	is	be	AUX
cblr-7814	325	4	predicted	predict	VERB
cblr-7814	325	5	on	on	ADP
cblr-7814	325	6	an	an	DET
cblr-7814	325	7	employee	employee	NOUN
cblr-7814	325	8	’s	’s	PART
cblr-7814	325	9	own	own	ADJ
cblr-7814	325	10	past	past	ADJ
cblr-7814	325	11	actions	action	NOUN
cblr-7814	325	12	and	and	CCONJ
cblr-7814	325	13	correlated	correlate	VERB
cblr-7814	325	14	against	against	ADP
cblr-7814	325	15	ranges	range	NOUN
cblr-7814	325	16	of	of	ADP
cblr-7814	325	17	diverse	diverse	ADJ
cblr-7814	325	18	data	datum	NOUN
cblr-7814	325	19	derived	derive	VERB
cblr-7814	325	20	from	from	ADP
cblr-7814	325	21	unidentifiable	unidentifiable	ADJ
cblr-7814	325	22	populations	population	NOUN
cblr-7814	325	23	of	of	ADP
cblr-7814	325	24	comparable	comparable	ADJ
cblr-7814	325	25	employees	employee	NOUN
cblr-7814	325	26	.	.	PUNCT
cblr-7814	326	1	these	these	DET
cblr-7814	326	2	predictions	prediction	NOUN
cblr-7814	326	3	are	be	AUX
cblr-7814	326	4	thus	thus	ADV
cblr-7814	326	5	founded	found	VERB
cblr-7814	326	6	on	on	ADP
cblr-7814	326	7	informational	informational	ADJ
cblr-7814	326	8	attributes	attribute	NOUN
cblr-7814	326	9	that	that	PRON
cblr-7814	326	10	are	be	AUX
cblr-7814	326	11	increasingly	increasingly	ADV
cblr-7814	326	12	random	random	ADJ
cblr-7814	326	13	and	and	CCONJ
cblr-7814	326	14	unintuitive	unintuitive	ADJ
cblr-7814	326	15	to	to	ADP
cblr-7814	326	16	both	both	CCONJ
cblr-7814	326	17	the	the	DET
cblr-7814	326	18	employee	employee	NOUN
cblr-7814	326	19	and	and	CCONJ
cblr-7814	326	20	the	the	DET
cblr-7814	326	21	employer	employer	NOUN
cblr-7814	326	22	.	.	PUNCT
cblr-7814	327	1	i	i	PRON
cblr-7814	327	2	d.	d.	PROPN
cblr-7814	327	3	at	at	ADP
cblr-7814	327	4	692	692	NUM
cblr-7814	327	5	.	.	PUNCT
cblr-7814	327	6	136	136	NUM
cblr-7814	327	7	see	see	VERB
cblr-7814	327	8	mantelero	mantelero	NOUN
cblr-7814	327	9	,	,	PUNCT
cblr-7814	327	10	supra	supra	PROPN
cblr-7814	327	11	note	note	NOUN
cblr-7814	327	12	116	116	NUM
cblr-7814	327	13	,	,	PUNCT
cblr-7814	327	14	at	at	ADP
cblr-7814	327	15	239–40	239–40	NUM
cblr-7814	327	16	(	(	PUNCT
cblr-7814	327	17	footnote	footnote	NOUN
cblr-7814	327	18	omitted	omit	VERB
cblr-7814	327	19	)	)	PUNCT
cblr-7814	327	20	.	.	PUNCT
cblr-7814	328	1	137	137	NUM
cblr-7814	328	2	see	see	VERB
cblr-7814	328	3	i	i	PRON
cblr-7814	328	4	d.	d.	PROPN
cblr-7814	328	5	at	at	ADP
cblr-7814	328	6	239–41	239–41	NUM
cblr-7814	328	7	(	(	PUNCT
cblr-7814	328	8	discussing	discuss	VERB
cblr-7814	328	9	the	the	DET
cblr-7814	328	10	issue	issue	NOUN
cblr-7814	328	11	in	in	ADP
cblr-7814	328	12	the	the	DET
cblr-7814	328	13	general	general	ADJ
cblr-7814	328	14	setting	setting	NOUN
cblr-7814	328	15	rather	rather	ADV
cblr-7814	328	16	than	than	ADP
cblr-7814	328	17	the	the	DET
cblr-7814	328	18	employment	employment	NOUN
cblr-7814	328	19	setting	setting	NOUN
cblr-7814	328	20	)	)	PUNCT
cblr-7814	328	21	.	.	PUNCT
cblr-7814	329	1	138	138	NUM
cblr-7814	329	2	see	see	PROPN
cblr-7814	329	3	valentine	valentine	PROPN
cblr-7814	329	4	,	,	PUNCT
cblr-7814	329	5	supra	supra	PROPN
cblr-7814	329	6	note	note	PROPN
cblr-7814	329	7	68	68	NUM
cblr-7814	329	8	,	,	PUNCT
cblr-7814	329	9	at	at	ADP
cblr-7814	329	10	385–86	385–86	NUM
cblr-7814	329	11	(	(	PUNCT
cblr-7814	329	12	giving	give	VERB
cblr-7814	329	13	examples	example	NOUN
cblr-7814	329	14	)	)	PUNCT
cblr-7814	329	15	.	.	PUNCT
cblr-7814	330	1	139	139	NUM
cblr-7814	330	2	cf	cf	NOUN
cblr-7814	330	3	.	.	PUNCT
cblr-7814	331	1	i	i	PRON
cblr-7814	331	2	d.	d.	PROPN
cblr-7814	331	3	at	at	ADP
cblr-7814	331	4	368	368	NUM
cblr-7814	331	5	(	(	PUNCT
cblr-7814	331	6	discussing	discuss	VERB
cblr-7814	331	7	government	government	NOUN
cblr-7814	331	8	use	use	NOUN
cblr-7814	331	9	of	of	ADP
cblr-7814	331	10	big	big	ADJ
cblr-7814	331	11	data	datum	NOUN
cblr-7814	331	12	algorithms	algorithm	NOUN
cblr-7814	331	13	)	)	PUNCT
cblr-7814	331	14	.	.	PUNCT
cblr-7814	332	1	pedersen	pedersen	NOUN
cblr-7814	332	2	(	(	PUNCT
cblr-7814	332	3	note	note	NOUN
cblr-7814	332	4	)	)	PUNCT
cblr-7814	332	5	1/15/2021	1/15/2021	NUM
cblr-7814	332	6	5:01	5:01	NUM
cblr-7814	332	7	pm	pm	NOUN
cblr-7814	332	8	1148	1148	NUM
cblr-7814	332	9	columbia	columbia	PROPN
cblr-7814	332	10	business	business	NOUN
cblr-7814	332	11	law	law	PROPN
cblr-7814	332	12	review	review	NOUN
cblr-7814	332	13	[	[	X
cblr-7814	332	14	vol	vol	NOUN
cblr-7814	332	15	.	.	PUNCT
cblr-7814	332	16	2020	2020	NUM
cblr-7814	332	17	new	new	ADJ
cblr-7814	332	18	forms	form	NOUN
cblr-7814	332	19	of	of	ADP
cblr-7814	332	20	social	social	ADJ
cblr-7814	332	21	preemption	preemption	NOUN
cblr-7814	332	22	.	.	PUNCT
cblr-7814	333	1	”140	”140	PROPN
cblr-7814	333	2	vendors	vendor	NOUN
cblr-7814	333	3	market	market	NOUN
cblr-7814	333	4	people	people	NOUN
cblr-7814	333	5	analytics	analytic	NOUN
cblr-7814	333	6	algorithms	algorithm	NOUN
cblr-7814	333	7	as	as	ADP
cblr-7814	333	8	productivity	productivity	NOUN
cblr-7814	333	9	and	and	CCONJ
cblr-7814	333	10	strategy	strategy	NOUN
cblr-7814	333	11	tools	tool	NOUN
cblr-7814	333	12	developed	develop	VERB
cblr-7814	333	13	from	from	ADP
cblr-7814	333	14	the	the	DET
cblr-7814	333	15	standpoint	standpoint	NOUN
cblr-7814	333	16	of	of	ADP
cblr-7814	333	17	the	the	DET
cblr-7814	333	18	corporation	corporation	NOUN
cblr-7814	333	19	to	to	PART
cblr-7814	333	20	achieve	achieve	VERB
cblr-7814	333	21	organizational	organizational	ADJ
cblr-7814	333	22	goals.141	goals.141	NOUN
cblr-7814	333	23	even	even	ADV
cblr-7814	333	24	algorithms	algorithm	NOUN
cblr-7814	333	25	designed	design	VERB
cblr-7814	333	26	to	to	PART
cblr-7814	333	27	impact	impact	VERB
cblr-7814	333	28	employee	employee	NOUN
cblr-7814	333	29	morale	morale	NOUN
cblr-7814	333	30	aim	aim	NOUN
cblr-7814	333	31	at	at	ADP
cblr-7814	333	32	reducing	reduce	VERB
cblr-7814	333	33	the	the	DET
cblr-7814	333	34	impact	impact	NOUN
cblr-7814	333	35	that	that	PRON
cblr-7814	333	36	low	low	ADJ
cblr-7814	333	37	morale	morale	NOUN
cblr-7814	333	38	has	have	VERB
cblr-7814	333	39	on	on	ADP
cblr-7814	333	40	organizational	organizational	ADJ
cblr-7814	333	41	productivity.142	productivity.142	NOUN
cblr-7814	333	42	thus	thus	ADV
cblr-7814	333	43	,	,	PUNCT
cblr-7814	333	44	preemptive	preemptive	ADJ
cblr-7814	333	45	people	people	NOUN
cblr-7814	333	46	analytics	analytic	NOUN
cblr-7814	333	47	algorithms	algorithm	NOUN
cblr-7814	333	48	are	be	AUX
cblr-7814	333	49	unlikely	unlikely	ADJ
cblr-7814	333	50	to	to	PART
cblr-7814	333	51	adopt	adopt	VERB
cblr-7814	333	52	the	the	DET
cblr-7814	333	53	perspective	perspective	NOUN
cblr-7814	333	54	of	of	ADP
cblr-7814	333	55	the	the	DET
cblr-7814	333	56	analyzed	analyze	VERB
cblr-7814	333	57	actor	actor	NOUN
cblr-7814	333	58	:	:	PUNCT
cblr-7814	333	59	the	the	DET
cblr-7814	333	60	worker	worker	NOUN
cblr-7814	333	61	.	.	PUNCT
cblr-7814	334	1	143	143	NUM
cblr-7814	334	2	as	as	ADP
cblr-7814	334	3	the	the	DET
cblr-7814	334	4	technology	technology	NOUN
cblr-7814	334	5	shifts	shift	NOUN
cblr-7814	334	6	towards	towards	ADP
cblr-7814	334	7	more	more	ADJ
cblr-7814	334	8	prescriptive	prescriptive	ADJ
cblr-7814	334	9	uses	use	NOUN
cblr-7814	334	10	,	,	PUNCT
cblr-7814	334	11	employers	employer	NOUN
cblr-7814	334	12	likely	likely	ADV
cblr-7814	334	13	will	will	AUX
cblr-7814	334	14	consult	consult	VERB
cblr-7814	334	15	algorithms	algorithm	NOUN
cblr-7814	334	16	for	for	ADP
cblr-7814	334	17	advice	advice	NOUN
cblr-7814	334	18	on	on	ADP
cblr-7814	334	19	“	"	PUNCT
cblr-7814	334	20	prescriptive	prescriptive	ADJ
cblr-7814	334	21	outcomes	outcome	NOUN
cblr-7814	334	22	that	that	PRON
cblr-7814	334	23	seek	seek	VERB
cblr-7814	334	24	to	to	PART
cblr-7814	334	25	modify	modify	VERB
cblr-7814	334	26	human	human	ADJ
cblr-7814	334	27	behavior	behavior	NOUN
cblr-7814	334	28	to	to	PART
cblr-7814	334	29	maximize	maximize	VERB
cblr-7814	334	30	operational	operational	ADJ
cblr-7814	334	31	benefits	benefit	NOUN
cblr-7814	334	32	.	.	PUNCT
cblr-7814	335	1	”144	”144	PUNCT
cblr-7814	335	2	these	these	DET
cblr-7814	335	3	algorithms	algorithm	NOUN
cblr-7814	335	4	will	will	AUX
cblr-7814	335	5	go	go	VERB
cblr-7814	335	6	beyond	beyond	ADP
cblr-7814	335	7	suggesting	suggest	VERB
cblr-7814	335	8	managerial	managerial	ADJ
cblr-7814	335	9	actions	action	NOUN
cblr-7814	335	10	to	to	ADP
cblr-7814	335	11	showing	show	VERB
cblr-7814	335	12	employers	employer	NOUN
cblr-7814	335	13	the	the	DET
cblr-7814	335	14	future	future	ADJ
cblr-7814	335	15	implications	implication	NOUN
cblr-7814	335	16	of	of	ADP
cblr-7814	335	17	each	each	DET
cblr-7814	335	18	decision	decision	NOUN
cblr-7814	335	19	path.145	path.145	NOUN
cblr-7814	335	20	hence	hence	ADV
cblr-7814	335	21	,	,	PUNCT
cblr-7814	335	22	the	the	DET
cblr-7814	335	23	focus	focus	NOUN
cblr-7814	335	24	of	of	ADP
cblr-7814	335	25	these	these	DET
cblr-7814	335	26	algorithms	algorithm	NOUN
cblr-7814	335	27	shifts	shift	NOUN
cblr-7814	335	28	from	from	ADP
cblr-7814	335	29	modeling	model	VERB
cblr-7814	335	30	probabilities	probability	NOUN
cblr-7814	335	31	to	to	ADP
cblr-7814	335	32	“	"	PUNCT
cblr-7814	335	33	facilitat[ing	facilitat[e	VERB
cblr-7814	335	34	]	]	PUNCT
cblr-7814	335	35	the	the	DET
cblr-7814	335	36	results	result	NOUN
cblr-7814	335	37	of	of	ADP
cblr-7814	335	38	predicted	predict	VERB
cblr-7814	335	39	outcomes	outcome	NOUN
cblr-7814	335	40	.	.	PUNCT
cblr-7814	335	41	”146	”146	PUNCT
cblr-7814	335	42	employers	employer	NOUN
cblr-7814	335	43	’	’	PART
cblr-7814	335	44	adoptions	adoption	NOUN
cblr-7814	335	45	of	of	ADP
cblr-7814	335	46	predictive	predictive	ADJ
cblr-7814	335	47	algorithms	algorithm	NOUN
cblr-7814	335	48	present	present	VERB
cblr-7814	335	49	a	a	DET
cblr-7814	335	50	clear	clear	ADJ
cblr-7814	335	51	threat	threat	NOUN
cblr-7814	335	52	to	to	ADP
cblr-7814	335	53	individual	individual	ADJ
cblr-7814	335	54	autonomy	autonomy	NOUN
cblr-7814	335	55	,	,	PUNCT
cblr-7814	335	56	as	as	ADV
cblr-7814	335	57	well	well	ADV
cblr-7814	335	58	as	as	ADP
cblr-7814	335	59	norms	norm	NOUN
cblr-7814	335	60	of	of	ADP
cblr-7814	335	61	privacy	privacy	NOUN
cblr-7814	335	62	and	and	CCONJ
cblr-7814	335	63	due	due	ADJ
cblr-7814	335	64	process	process	NOUN
cblr-7814	335	65	in	in	ADP
cblr-7814	335	66	the	the	DET
cblr-7814	335	67	workplace	workplace	NOUN
cblr-7814	335	68	,	,	PUNCT
cblr-7814	335	69	because	because	SCONJ
cblr-7814	335	70	[	[	X
cblr-7814	335	71	b]ig	b]ig	NOUN
cblr-7814	335	72	data	datum	NOUN
cblr-7814	335	73	enables	enable	VERB
cblr-7814	335	74	a	a	DET
cblr-7814	335	75	universalizable	universalizable	ADJ
cblr-7814	335	76	strategy	strategy	NOUN
cblr-7814	335	77	of	of	ADP
cblr-7814	335	78	preemptive	preemptive	ADJ
cblr-7814	335	79	social	social	ADJ
cblr-7814	335	80	decision	decision	NOUN
cblr-7814	335	81	-	-	PUNCT
cblr-7814	335	82	making	making	NOUN
cblr-7814	335	83	.	.	PUNCT
cblr-7814	336	1	such	such	DET
cblr-7814	336	2	a	a	DET
cblr-7814	336	3	strategy	strategy	NOUN
cblr-7814	336	4	renders	render	VERB
cblr-7814	336	5	individuals	individual	NOUN
cblr-7814	336	6	unable	unable	ADJ
cblr-7814	336	7	to	to	PART
cblr-7814	336	8	observe	observe	VERB
cblr-7814	336	9	,	,	PUNCT
cblr-7814	336	10	understand	understand	VERB
cblr-7814	336	11	,	,	PUNCT
cblr-7814	336	12	participate	participate	VERB
cblr-7814	336	13	in	in	ADP
cblr-7814	336	14	,	,	PUNCT
cblr-7814	336	15	or	or	CCONJ
cblr-7814	336	16	respond	respond	VERB
cblr-7814	336	17	to	to	ADP
cblr-7814	336	18	information	information	NOUN
cblr-7814	336	19	gathered	gather	VERB
cblr-7814	336	20	or	or	CCONJ
cblr-7814	336	21	assumptions	assumption	NOUN
cblr-7814	336	22	made	make	VERB
cblr-7814	336	23	about	about	ADP
cblr-7814	336	24	them	they	PRON
cblr-7814	336	25	.	.	PUNCT
cblr-7814	337	1	when	when	SCONJ
cblr-7814	337	2	one	one	PRON
cblr-7814	337	3	considers	consider	VERB
cblr-7814	337	4	that	that	SCONJ
cblr-7814	337	5	big	big	ADJ
cblr-7814	337	6	data	datum	NOUN
cblr-7814	337	7	can	can	AUX
cblr-7814	337	8	be	be	AUX
cblr-7814	337	9	used	use	VERB
cblr-7814	337	10	to	to	PART
cblr-7814	337	11	make	make	VERB
cblr-7814	337	12	important	important	ADJ
cblr-7814	337	13	decisions	decision	NOUN
cblr-7814	337	14	that	that	PRON
cblr-7814	337	15	implicate	implicate	VERB
cblr-7814	337	16	us	we	PRON
cblr-7814	337	17	without	without	ADP
cblr-7814	337	18	our	our	AUX
cblr-7814	337	19	even	even	ADV
cblr-7814	337	20	knowing	know	VERB
cblr-7814	337	21	it	it	PRON
cblr-7814	337	22	,	,	PUNCT
cblr-7814	337	23	preemptive	preemptive	ADJ
cblr-7814	337	24	social	social	ADJ
cblr-7814	337	25	decision	decision	NOUN
cblr-7814	337	26	making	making	NOUN
cblr-7814	337	27	is	be	AUX
cblr-7814	337	28	antithetical	antithetical	ADJ
cblr-7814	337	29	to	to	ADP
cblr-7814	337	30	privacy	privacy	NOUN
cblr-7814	337	31	and	and	CCONJ
cblr-7814	337	32	due	due	ADJ
cblr-7814	337	33	process	process	NOUN
cblr-7814	337	34	values.147	values.147	NOUN
cblr-7814	337	35	140	140	NUM
cblr-7814	337	36	kerr	kerr	PROPN
cblr-7814	337	37	&	&	CCONJ
cblr-7814	337	38	earle	earle	PROPN
cblr-7814	337	39	,	,	PUNCT
cblr-7814	337	40	supra	supra	PROPN
cblr-7814	337	41	note	note	NOUN
cblr-7814	337	42	95	95	NUM
cblr-7814	337	43	,	,	PUNCT
cblr-7814	337	44	at	at	ADP
cblr-7814	337	45	67	67	NUM
cblr-7814	337	46	,	,	PUNCT
cblr-7814	337	47	69	69	NUM
cblr-7814	337	48	.	.	PUNCT
cblr-7814	338	1	141	141	NUM
cblr-7814	338	2	see	see	NOUN
cblr-7814	338	3	tursunbayeva	tursunbayeva	VERB
cblr-7814	338	4	et	et	PROPN
cblr-7814	338	5	al	al	PROPN
cblr-7814	338	6	.	.	PROPN
cblr-7814	338	7	,	,	PUNCT
cblr-7814	338	8	supra	supra	PROPN
cblr-7814	338	9	note	note	PROPN
cblr-7814	338	10	11	11	NUM
cblr-7814	338	11	,	,	PUNCT
cblr-7814	338	12	at	at	ADP
cblr-7814	338	13	229	229	NUM
cblr-7814	338	14	.	.	PUNCT
cblr-7814	338	15	142	142	NUM
cblr-7814	338	16	see	see	VERB
cblr-7814	338	17	eisenstadt	eisenstadt	NOUN
cblr-7814	338	18	,	,	PUNCT
cblr-7814	338	19	supra	supra	PROPN
cblr-7814	338	20	note	note	NOUN
cblr-7814	338	21	39	39	NUM
cblr-7814	338	22	,	,	PUNCT
cblr-7814	338	23	at	at	ADP
cblr-7814	338	24	481–82	481–82	PROPN
cblr-7814	338	25	(	(	PUNCT
cblr-7814	338	26	giving	give	VERB
cblr-7814	338	27	an	an	DET
cblr-7814	338	28	example	example	NOUN
cblr-7814	338	29	of	of	ADP
cblr-7814	338	30	such	such	DET
cblr-7814	338	31	an	an	DET
cblr-7814	338	32	algorithm	algorithm	NOUN
cblr-7814	338	33	)	)	PUNCT
cblr-7814	338	34	.	.	PUNCT
cblr-7814	339	1	143	143	NUM
cblr-7814	339	2	see	see	VERB
cblr-7814	339	3	kerr	kerr	PROPN
cblr-7814	339	4	&	&	CCONJ
cblr-7814	339	5	earle	earle	PROPN
cblr-7814	339	6	,	,	PUNCT
cblr-7814	339	7	supra	supra	PROPN
cblr-7814	339	8	note	note	NOUN
cblr-7814	339	9	95	95	NUM
cblr-7814	339	10	,	,	PUNCT
cblr-7814	339	11	at	at	ADP
cblr-7814	339	12	67	67	NUM
cblr-7814	339	13	(	(	PUNCT
cblr-7814	339	14	“	"	PUNCT
cblr-7814	339	15	preemptive	preemptive	ADJ
cblr-7814	339	16	predictions	prediction	NOUN
cblr-7814	339	17	are	be	AUX
cblr-7814	339	18	mostly	mostly	ADV
cblr-7814	339	19	made	make	VERB
cblr-7814	339	20	from	from	ADP
cblr-7814	339	21	the	the	DET
cblr-7814	339	22	standpoint	standpoint	NOUN
cblr-7814	339	23	of	of	ADP
cblr-7814	339	24	the	the	DET
cblr-7814	339	25	state	state	NOUN
cblr-7814	339	26	,	,	PUNCT
cblr-7814	339	27	a	a	DET
cblr-7814	339	28	corporation	corporation	NOUN
cblr-7814	339	29	,	,	PUNCT
cblr-7814	339	30	or	or	CCONJ
cblr-7814	339	31	anyone	anyone	PRON
cblr-7814	339	32	who	who	PRON
cblr-7814	339	33	wishes	wish	VERB
cblr-7814	339	34	to	to	PART
cblr-7814	339	35	prevent	prevent	VERB
cblr-7814	339	36	or	or	CCONJ
cblr-7814	339	37	forestall	forestall	VERB
cblr-7814	339	38	certain	certain	ADJ
cblr-7814	339	39	types	type	NOUN
cblr-7814	339	40	of	of	ADP
cblr-7814	339	41	action	action	NOUN
cblr-7814	339	42	.	.	PUNCT
cblr-7814	339	43	”	"	PUNCT
cblr-7814	339	44	)	)	PUNCT
cblr-7814	339	45	.	.	PUNCT
cblr-7814	340	1	144	144	NUM
cblr-7814	340	2	see	see	VERB
cblr-7814	340	3	burdon	burdon	PROPN
cblr-7814	340	4	&	&	CCONJ
cblr-7814	340	5	harpur	harpur	PROPN
cblr-7814	340	6	,	,	PUNCT
cblr-7814	340	7	supra	supra	PROPN
cblr-7814	340	8	note	note	PROPN
cblr-7814	340	9	66	66	NUM
cblr-7814	340	10	,	,	PUNCT
cblr-7814	340	11	at	at	ADP
cblr-7814	340	12	686	686	NUM
cblr-7814	340	13	.	.	PUNCT
cblr-7814	341	1	145	145	NUM
cblr-7814	341	2	see	see	VERB
cblr-7814	341	3	i	i	PRON
cblr-7814	341	4	d.	d.	PROPN
cblr-7814	341	5	146	146	NUM
cblr-7814	341	6	see	see	VERB
cblr-7814	341	7	i	i	PRON
cblr-7814	341	8	d.	d.	PROPN
cblr-7814	341	9	147	147	NUM
cblr-7814	341	10	see	see	VERB
cblr-7814	341	11	kerr	kerr	PROPN
cblr-7814	341	12	&	&	CCONJ
cblr-7814	341	13	earle	earle	PROPN
cblr-7814	341	14	,	,	PUNCT
cblr-7814	341	15	supra	supra	PROPN
cblr-7814	341	16	note	note	NOUN
cblr-7814	341	17	95	95	NUM
cblr-7814	341	18	,	,	PUNCT
cblr-7814	341	19	at	at	ADP
cblr-7814	341	20	71	71	NUM
cblr-7814	341	21	.	.	PUNCT
cblr-7814	342	1	pedersen	pedersen	NOUN
cblr-7814	342	2	(	(	PUNCT
cblr-7814	342	3	note	note	NOUN
cblr-7814	342	4	)	)	PUNCT
cblr-7814	342	5	1/15/2021	1/15/2021	NUM
cblr-7814	342	6	5:01	5:01	NUM
cblr-7814	342	7	pm	pm	NOUN
cblr-7814	342	8	no	no	INTJ
cblr-7814	342	9	.	.	PUNCT
cblr-7814	343	1	3:1122	3:1122	NUM
cblr-7814	343	2	]	]	X
cblr-7814	343	3	people	people	NOUN
cblr-7814	343	4	analytics	analytic	NOUN
cblr-7814	343	5	and	and	CCONJ
cblr-7814	343	6	individual	individual	ADJ
cblr-7814	343	7	autonomy	autonomy	NOUN
cblr-7814	343	8	1149	1149	NUM
cblr-7814	343	9	despite	despite	SCONJ
cblr-7814	343	10	this	this	DET
cblr-7814	343	11	,	,	PUNCT
cblr-7814	343	12	predictive	predictive	ADJ
cblr-7814	343	13	algorithms	algorithm	NOUN
cblr-7814	343	14	,	,	PUNCT
cblr-7814	343	15	including	include	VERB
cblr-7814	343	16	people	people	NOUN
cblr-7814	343	17	analytics	analytic	NOUN
cblr-7814	343	18	systems	system	NOUN
cblr-7814	343	19	,	,	PUNCT
cblr-7814	343	20	exist	exist	VERB
cblr-7814	343	21	“	"	PUNCT
cblr-7814	343	22	in	in	ADP
cblr-7814	343	23	a	a	DET
cblr-7814	343	24	regulatory	regulatory	ADJ
cblr-7814	343	25	vacuum	vacuum	NOUN
cblr-7814	343	26	.	.	PUNCT
cblr-7814	344	1	”148	”148	PUNCT
cblr-7814	344	2	moreover	moreover	ADV
cblr-7814	344	3	,	,	PUNCT
cblr-7814	344	4	scholars	scholar	NOUN
cblr-7814	344	5	warn	warn	VERB
cblr-7814	344	6	that	that	SCONJ
cblr-7814	344	7	the	the	DET
cblr-7814	344	8	normalization	normalization	NOUN
cblr-7814	344	9	of	of	ADP
cblr-7814	344	10	preemptive	preemptive	ADJ
cblr-7814	344	11	prediction	prediction	NOUN
cblr-7814	344	12	could	could	AUX
cblr-7814	344	13	result	result	VERB
cblr-7814	344	14	in	in	ADP
cblr-7814	344	15	the	the	DET
cblr-7814	344	16	emergence	emergence	NOUN
cblr-7814	344	17	of	of	ADP
cblr-7814	344	18	a	a	DET
cblr-7814	344	19	new	new	ADJ
cblr-7814	344	20	“	"	PUNCT
cblr-7814	344	21	duty	duty	NOUN
cblr-7814	344	22	to	to	PART
cblr-7814	344	23	prevent	prevent	VERB
cblr-7814	344	24	,	,	PUNCT
cblr-7814	344	25	”	"	PUNCT
cblr-7814	344	26	or	or	CCONJ
cblr-7814	344	27	“	"	PUNCT
cblr-7814	344	28	to	to	PART
cblr-7814	344	29	mitigate	mitigate	VERB
cblr-7814	344	30	future	future	ADJ
cblr-7814	344	31	risk	risk	NOUN
cblr-7814	344	32	”	"	PUNCT
cblr-7814	344	33	using	use	VERB
cblr-7814	344	34	such	such	ADJ
cblr-7814	344	35	predictions.149	predictions.149	NOUN
cblr-7814	344	36	using	use	VERB
cblr-7814	344	37	people	people	NOUN
cblr-7814	344	38	analytics	analytic	NOUN
cblr-7814	344	39	,	,	PUNCT
cblr-7814	344	40	employers	employer	NOUN
cblr-7814	344	41	have	have	VERB
cblr-7814	344	42	substantial	substantial	ADJ
cblr-7814	344	43	power	power	NOUN
cblr-7814	344	44	to	to	PART
cblr-7814	344	45	reshape	reshape	VERB
cblr-7814	344	46	the	the	DET
cblr-7814	344	47	nature	nature	NOUN
cblr-7814	344	48	of	of	ADP
cblr-7814	344	49	work	work	NOUN
cblr-7814	344	50	and	and	CCONJ
cblr-7814	344	51	the	the	DET
cblr-7814	344	52	futures	future	NOUN
cblr-7814	344	53	of	of	ADP
cblr-7814	344	54	individual	individual	ADJ
cblr-7814	344	55	workers	worker	NOUN
cblr-7814	344	56	through	through	ADP
cblr-7814	344	57	opaque	opaque	ADJ
cblr-7814	344	58	and	and	CCONJ
cblr-7814	344	59	unaccountable	unaccountable	ADJ
cblr-7814	344	60	means	mean	NOUN
cblr-7814	344	61	.	.	PUNCT
cblr-7814	345	1	part	part	NOUN
cblr-7814	345	2	iv	iv	PRON
cblr-7814	345	3	will	will	AUX
cblr-7814	345	4	examine	examine	VERB
cblr-7814	345	5	the	the	DET
cblr-7814	345	6	dangers	danger	NOUN
cblr-7814	345	7	that	that	SCONJ
cblr-7814	345	8	algorithmic	algorithmic	ADJ
cblr-7814	345	9	determinism	determinism	NOUN
cblr-7814	345	10	poses	pose	NOUN
cblr-7814	345	11	to	to	ADP
cblr-7814	345	12	normative	normative	ADJ
cblr-7814	345	13	rights	right	NOUN
cblr-7814	345	14	in	in	ADP
cblr-7814	345	15	the	the	DET
cblr-7814	345	16	workplace	workplace	NOUN
cblr-7814	345	17	.	.	PUNCT
cblr-7814	346	1	iv	iv	X
cblr-7814	346	2	.	.	PUNCT
cblr-7814	346	3	algorithmic	algorithmic	ADJ
cblr-7814	346	4	profiling	profiling	NOUN
cblr-7814	346	5	and	and	CCONJ
cblr-7814	346	6	preemption	preemption	NOUN
cblr-7814	346	7	in	in	ADP
cblr-7814	346	8	the	the	DET
cblr-7814	346	9	workplace	workplace	NOUN
cblr-7814	346	10	will	will	AUX
cblr-7814	346	11	accelerate	accelerate	VERB
cblr-7814	346	12	the	the	DET
cblr-7814	346	13	erosion	erosion	NOUN
cblr-7814	346	14	of	of	ADP
cblr-7814	346	15	workers	worker	NOUN
cblr-7814	346	16	’	’	PART
cblr-7814	346	17	rights	right	NOUN
cblr-7814	346	18	and	and	CCONJ
cblr-7814	346	19	autonomy	autonomy	NOUN
cblr-7814	346	20	in	in	ADP
cblr-7814	346	21	the	the	DET
cblr-7814	346	22	united	united	PROPN
cblr-7814	346	23	states	states	PROPN
cblr-7814	346	24	,	,	PUNCT
cblr-7814	346	25	the	the	DET
cblr-7814	346	26	employment	employment	NOUN
cblr-7814	346	27	-	-	PUNCT
cblr-7814	346	28	at	at	ADP
cblr-7814	346	29	-	-	PUNCT
cblr-7814	346	30	will	will	NOUN
cblr-7814	346	31	doctrine	doctrine	NOUN
cblr-7814	346	32	is	be	AUX
cblr-7814	346	33	the	the	DET
cblr-7814	346	34	“	"	PUNCT
cblr-7814	346	35	unquestioned	unquestioned	ADJ
cblr-7814	346	36	default	default	NOUN
cblr-7814	346	37	rule	rule	NOUN
cblr-7814	346	38	in	in	ADP
cblr-7814	346	39	forty	forty	NUM
cblr-7814	346	40	-	-	PUNCT
cblr-7814	346	41	nine	nine	NUM
cblr-7814	346	42	”	"	PUNCT
cblr-7814	346	43	states.150	states.150	NOUN
cblr-7814	346	44	in	in	ADP
cblr-7814	346	45	its	its	PRON
cblr-7814	346	46	current	current	ADJ
cblr-7814	346	47	formulation	formulation	NOUN
cblr-7814	346	48	,	,	PUNCT
cblr-7814	346	49	the	the	DET
cblr-7814	346	50	employment	employment	NOUN
cblr-7814	346	51	-	-	PUNCT
cblr-7814	346	52	at	at	ADP
cblr-7814	346	53	-	-	PUNCT
cblr-7814	346	54	will	will	NOUN
cblr-7814	346	55	doctrine	doctrine	NOUN
cblr-7814	346	56	allows	allow	VERB
cblr-7814	346	57	businesses	business	NOUN
cblr-7814	346	58	nearly	nearly	ADV
cblr-7814	346	59	“	"	PUNCT
cblr-7814	346	60	complete	complete	ADJ
cblr-7814	346	61	and	and	CCONJ
cblr-7814	346	62	unreviewable	unreviewable	ADJ
cblr-7814	346	63	discretion	discretion	NOUN
cblr-7814	346	64	to	to	PART
cblr-7814	346	65	fire	fire	VERB
cblr-7814	346	66	.	.	PUNCT
cblr-7814	347	1	”151	”151	PUNCT
cblr-7814	347	2	an	an	DET
cblr-7814	347	3	employer	employer	NOUN
cblr-7814	347	4	has	have	VERB
cblr-7814	347	5	significant	significant	ADJ
cblr-7814	347	6	leeway	leeway	NOUN
cblr-7814	347	7	to	to	PART
cblr-7814	347	8	assess	assess	VERB
cblr-7814	347	9	“	"	PUNCT
cblr-7814	347	10	whether	whether	SCONJ
cblr-7814	347	11	[	[	X
cblr-7814	347	12	an	an	X
cblr-7814	347	13	]	]	X
cblr-7814	347	14	employee	employee	NOUN
cblr-7814	347	15	fits	fit	VERB
cblr-7814	347	16	within	within	ADP
cblr-7814	347	17	the	the	DET
cblr-7814	347	18	internal	internal	ADJ
cblr-7814	347	19	organization	organization	NOUN
cblr-7814	347	20	of	of	ADP
cblr-7814	347	21	the	the	DET
cblr-7814	347	22	firm	firm	NOUN
cblr-7814	347	23	,	,	PUNCT
cblr-7814	347	24	”	"	PUNCT
cblr-7814	347	25	and	and	CCONJ
cblr-7814	347	26	to	to	PART
cblr-7814	347	27	base	base	VERB
cblr-7814	347	28	termination	termination	NOUN
cblr-7814	347	29	decisions	decision	NOUN
cblr-7814	347	30	on	on	ADP
cblr-7814	347	31	that	that	DET
cblr-7814	347	32	judgment.152	judgment.152	PROPN
cblr-7814	347	33	moreover	moreover	ADV
cblr-7814	347	34	,	,	PUNCT
cblr-7814	347	35	scholars	scholar	NOUN
cblr-7814	347	36	argue	argue	VERB
cblr-7814	347	37	that	that	SCONJ
cblr-7814	347	38	today	today	NOUN
cblr-7814	347	39	’s	’s	PART
cblr-7814	347	40	workplaces	workplace	NOUN
cblr-7814	347	41	effectively	effectively	ADV
cblr-7814	347	42	operate	operate	VERB
cblr-7814	347	43	as	as	ADP
cblr-7814	347	44	“	"	PUNCT
cblr-7814	347	45	‘	'	PUNCT
cblr-7814	347	46	private	private	ADJ
cblr-7814	347	47	governments	government	NOUN
cblr-7814	347	48	’	'	PUNCT
cblr-7814	347	49	with	with	ADP
cblr-7814	347	50	employers	employer	NOUN
cblr-7814	347	51	exercising	exercise	VERB
cblr-7814	347	52	near	near	ADP
cblr-7814	347	53	dictatorial	dictatorial	ADJ
cblr-7814	347	54	power	power	NOUN
cblr-7814	347	55	over	over	ADP
cblr-7814	347	56	what	what	PRON
cblr-7814	347	57	privacy	privacy	NOUN
cblr-7814	347	58	rights	right	NOUN
cblr-7814	347	59	may	may	AUX
cblr-7814	347	60	be	be	AUX
cblr-7814	347	61	granted	grant	VERB
cblr-7814	347	62	to	to	ADP
cblr-7814	347	63	workers	worker	NOUN
cblr-7814	347	64	.	.	PUNCT
cblr-7814	348	1	”153	”153	ADP
cblr-7814	348	2	the	the	DET
cblr-7814	348	3	applicability	applicability	NOUN
cblr-7814	348	4	of	of	ADP
cblr-7814	348	5	federal	federal	ADJ
cblr-7814	348	6	surveillance	surveillance	NOUN
cblr-7814	348	7	statutes	statute	NOUN
cblr-7814	348	8	—	—	PUNCT
cblr-7814	348	9	like	like	ADP
cblr-7814	348	10	those	those	PRON
cblr-7814	348	11	prohibiting	prohibit	VERB
cblr-7814	348	12	unlawful	unlawful	ADJ
cblr-7814	348	13	discrimination	discrimination	NOUN
cblr-7814	348	14	—	—	PUNCT
cblr-7814	348	15	to	to	ADP
cblr-7814	348	16	the	the	DET
cblr-7814	348	17	employment	employment	NOUN
cblr-7814	348	18	context	context	NOUN
cblr-7814	348	19	is	be	AUX
cblr-7814	348	20	“	"	PUNCT
cblr-7814	348	21	extremely	extremely	ADV
cblr-7814	348	22	148	148	NUM
cblr-7814	348	23	wilson	wilson	NOUN
cblr-7814	348	24	,	,	PUNCT
cblr-7814	348	25	supra	supra	PROPN
cblr-7814	348	26	note	note	PROPN
cblr-7814	348	27	12	12	NUM
cblr-7814	348	28	,	,	PUNCT
cblr-7814	348	29	at	at	ADP
cblr-7814	348	30	9	9	NUM
cblr-7814	348	31	.	.	NOUN
cblr-7814	348	32	149	149	NUM
cblr-7814	348	33	see	see	VERB
cblr-7814	348	34	kerr	kerr	PROPN
cblr-7814	348	35	&	&	CCONJ
cblr-7814	348	36	earle	earle	PROPN
cblr-7814	348	37	,	,	PUNCT
cblr-7814	348	38	supra	supra	PROPN
cblr-7814	348	39	note	note	NOUN
cblr-7814	348	40	95	95	NUM
cblr-7814	348	41	,	,	PUNCT
cblr-7814	348	42	at	at	ADP
cblr-7814	348	43	69–70	69–70	NUM
cblr-7814	348	44	.	.	PUNCT
cblr-7814	349	1	150	150	NUM
cblr-7814	349	2	see	see	VERB
cblr-7814	349	3	matthew	matthew	PROPN
cblr-7814	349	4	t.	t.	PROPN
cblr-7814	349	5	bodie	bodie	PROPN
cblr-7814	349	6	,	,	PUNCT
cblr-7814	349	7	the	the	DET
cblr-7814	349	8	best	good	ADJ
cblr-7814	349	9	way	way	NOUN
cblr-7814	349	10	out	out	ADV
cblr-7814	349	11	is	be	AUX
cblr-7814	349	12	always	always	ADV
cblr-7814	349	13	through	through	ADP
cblr-7814	349	14	:	:	PUNCT
cblr-7814	349	15	changing	change	VERB
cblr-7814	349	16	the	the	DET
cblr-7814	349	17	employment	employment	NOUN
cblr-7814	349	18	at	at	ADP
cblr-7814	349	19	-	-	PUNCT
cblr-7814	349	20	will	will	AUX
cblr-7814	349	21	rule	rule	VERB
cblr-7814	349	22	to	to	PART
cblr-7814	349	23	protect	protect	VERB
cblr-7814	349	24	personal	personal	ADJ
cblr-7814	349	25	autonomy	autonomy	NOUN
cblr-7814	349	26	,	,	PUNCT
cblr-7814	349	27	2017	2017	NUM
cblr-7814	349	28	.	.	PUNCT
cblr-7814	350	1	u.	u.	PROPN
cblr-7814	350	2	ill	ill	PROPN
cblr-7814	350	3	.	.	PUNCT
cblr-7814	351	1	l.	l.	PROPN
cblr-7814	351	2	rev	rev	PROPN
cblr-7814	351	3	.	.	PROPN
cblr-7814	351	4	223	223	NUM
cblr-7814	351	5	,	,	PUNCT
cblr-7814	351	6	227	227	NUM
cblr-7814	351	7	(	(	PUNCT
cblr-7814	351	8	citing	cite	VERB
cblr-7814	351	9	restatement	restatement	NOUN
cblr-7814	351	10	of	of	ADP
cblr-7814	351	11	emp	emp	NOUN
cblr-7814	351	12	.	.	PUNCT
cblr-7814	352	1	l.	l.	PROPN
cblr-7814	352	2	§	§	PROPN
cblr-7814	352	3	2.01	2.01	NUM
cblr-7814	352	4	cmt	cmt	PROPN
cblr-7814	352	5	.	.	PUNCT
cblr-7814	353	1	b	b	PROPN
cblr-7814	353	2	(	(	PUNCT
cblr-7814	353	3	am	am	PROPN
cblr-7814	353	4	.	.	PUNCT
cblr-7814	353	5	l.	l.	PROPN
cblr-7814	353	6	inst	inst	PROPN
cblr-7814	353	7	.	.	PROPN
cblr-7814	353	8	2015	2015	NUM
cblr-7814	353	9	)	)	PUNCT
cblr-7814	353	10	)	)	PUNCT
cblr-7814	354	1	151	151	NUM
cblr-7814	354	2	see	see	VERB
cblr-7814	354	3	i	i	PRON
cblr-7814	354	4	d.	d.	PROPN
cblr-7814	354	5	152	152	NUM
cblr-7814	354	6	see	see	VERB
cblr-7814	354	7	i	i	PRON
cblr-7814	354	8	d.	d.	PROPN
cblr-7814	354	9	at	at	ADP
cblr-7814	354	10	225–26	225–26	NUM
cblr-7814	354	11	.	.	PUNCT
cblr-7814	355	1	153	153	NUM
cblr-7814	355	2	ajunwa	ajunwa	ADJ
cblr-7814	355	3	,	,	PUNCT
cblr-7814	355	4	supra	supra	PROPN
cblr-7814	355	5	note	note	NOUN
cblr-7814	355	6	60	60	NUM
cblr-7814	355	7	,	,	PUNCT
cblr-7814	355	8	at	at	ADP
cblr-7814	355	9	49	49	NUM
cblr-7814	355	10	(	(	PUNCT
cblr-7814	355	11	citing	cite	VERB
cblr-7814	355	12	elizabeth	elizabeth	PROPN
cblr-7814	355	13	anderson	anderson	PROPN
cblr-7814	355	14	,	,	PUNCT
cblr-7814	355	15	private	private	ADJ
cblr-7814	355	16	government	government	NOUN
cblr-7814	355	17	:	:	PUNCT
cblr-7814	355	18	how	how	SCONJ
cblr-7814	355	19	employers	employer	NOUN
cblr-7814	355	20	rule	rule	VERB
cblr-7814	355	21	our	our	PRON
cblr-7814	355	22	lives	life	NOUN
cblr-7814	355	23	(	(	PUNCT
cblr-7814	355	24	and	and	CCONJ
cblr-7814	355	25	why	why	SCONJ
cblr-7814	355	26	we	we	PRON
cblr-7814	355	27	do	do	AUX
cblr-7814	355	28	n’t	not	PART
cblr-7814	355	29	talk	talk	VERB
cblr-7814	355	30	about	about	ADP
cblr-7814	355	31	it	it	PRON
cblr-7814	355	32	)	)	PUNCT
cblr-7814	355	33	38–39	38–39	NUM
cblr-7814	355	34	,	,	PUNCT
cblr-7814	355	35	41	41	NUM
cblr-7814	355	36	(	(	PUNCT
cblr-7814	355	37	2017	2017	NUM
cblr-7814	355	38	)	)	PUNCT
cblr-7814	355	39	)	)	PUNCT
cblr-7814	355	40	.	.	PUNCT
cblr-7814	356	1	pedersen	pedersen	NOUN
cblr-7814	356	2	(	(	PUNCT
cblr-7814	356	3	note	note	NOUN
cblr-7814	356	4	)	)	PUNCT
cblr-7814	356	5	1/15/2021	1/15/2021	NUM
cblr-7814	356	6	5:01	5:01	NUM
cblr-7814	356	7	pm	pm	NOUN
cblr-7814	356	8	1150	1150	NUM
cblr-7814	356	9	columbia	columbia	PROPN
cblr-7814	356	10	business	business	NOUN
cblr-7814	356	11	law	law	PROPN
cblr-7814	356	12	review	review	NOUN
cblr-7814	356	13	[	[	X
cblr-7814	356	14	vol	vol	NOUN
cblr-7814	356	15	.	.	PUNCT
cblr-7814	356	16	2020	2020	NUM
cblr-7814	356	17	narrow	narrow	ADJ
cblr-7814	356	18	,	,	PUNCT
cblr-7814	356	19	”	"	PUNCT
cblr-7814	356	20	and	and	CCONJ
cblr-7814	356	21	employers	employer	NOUN
cblr-7814	356	22	have	have	VERB
cblr-7814	356	23	“	"	PUNCT
cblr-7814	356	24	broad	broad	ADJ
cblr-7814	356	25	license	license	NOUN
cblr-7814	356	26	to	to	PART
cblr-7814	356	27	monitor	monitor	VERB
cblr-7814	356	28	employees	employee	NOUN
cblr-7814	356	29	.	.	PUNCT
cblr-7814	356	30	”154	”154	PROPN
cblr-7814	356	31	meanwhile	meanwhile	ADV
cblr-7814	356	32	,	,	PUNCT
cblr-7814	356	33	employees	employee	NOUN
cblr-7814	356	34	remain	remain	VERB
cblr-7814	356	35	unaware	unaware	ADJ
cblr-7814	356	36	of	of	ADP
cblr-7814	356	37	what	what	PRON
cblr-7814	356	38	data	data	NOUN
cblr-7814	356	39	employers	employer	NOUN
cblr-7814	356	40	have	have	VERB
cblr-7814	356	41	and	and	CCONJ
cblr-7814	356	42	how	how	SCONJ
cblr-7814	356	43	they	they	PRON
cblr-7814	356	44	use	use	VERB
cblr-7814	356	45	it.155	it.155	NOUN
cblr-7814	356	46	nonetheless	nonetheless	ADV
cblr-7814	356	47	,	,	PUNCT
cblr-7814	356	48	the	the	DET
cblr-7814	356	49	rights	right	NOUN
cblr-7814	356	50	to	to	ADP
cblr-7814	356	51	autonomy	autonomy	NOUN
cblr-7814	356	52	,	,	PUNCT
cblr-7814	356	53	due	due	ADJ
cblr-7814	356	54	process	process	NOUN
cblr-7814	356	55	,	,	PUNCT
cblr-7814	356	56	and	and	CCONJ
cblr-7814	356	57	the	the	DET
cblr-7814	356	58	presumption	presumption	NOUN
cblr-7814	356	59	of	of	ADP
cblr-7814	356	60	innocence	innocence	NOUN
cblr-7814	356	61	extend	extend	VERB
cblr-7814	356	62	normatively	normatively	ADV
cblr-7814	356	63	to	to	ADP
cblr-7814	356	64	the	the	DET
cblr-7814	356	65	workplace	workplace	NOUN
cblr-7814	356	66	.	.	PUNCT
cblr-7814	357	1	scholars	scholar	NOUN
cblr-7814	357	2	have	have	AUX
cblr-7814	357	3	argued	argue	VERB
cblr-7814	357	4	that	that	SCONJ
cblr-7814	357	5	employers	employer	NOUN
cblr-7814	357	6	owe	owe	VERB
cblr-7814	357	7	“	"	PUNCT
cblr-7814	357	8	the	the	DET
cblr-7814	357	9	right	right	NOUN
cblr-7814	357	10	to	to	ADP
cblr-7814	357	11	full	full	ADJ
cblr-7814	357	12	information	information	NOUN
cblr-7814	357	13	,	,	PUNCT
cblr-7814	357	14	the	the	DET
cblr-7814	357	15	right	right	NOUN
cblr-7814	357	16	to	to	PART
cblr-7814	357	17	be	be	AUX
cblr-7814	357	18	heard	hear	VERB
cblr-7814	357	19	,	,	PUNCT
cblr-7814	357	20	the	the	DET
cblr-7814	357	21	right	right	NOUN
cblr-7814	357	22	to	to	PART
cblr-7814	357	23	ask	ask	VERB
cblr-7814	357	24	questions	question	NOUN
cblr-7814	357	25	and	and	CCONJ
cblr-7814	357	26	receive	receive	VERB
cblr-7814	357	27	answers	answer	NOUN
cblr-7814	357	28	,	,	PUNCT
cblr-7814	357	29	and	and	CCONJ
cblr-7814	357	30	the	the	DET
cblr-7814	357	31	right	right	NOUN
cblr-7814	357	32	of	of	ADP
cblr-7814	357	33	redress	redress	NOUN
cblr-7814	357	34	.	.	PUNCT
cblr-7814	358	1	”156	”156	PROPN
cblr-7814	358	2	state	state	NOUN
cblr-7814	358	3	laws	law	NOUN
cblr-7814	358	4	giving	give	VERB
cblr-7814	358	5	employees	employee	NOUN
cblr-7814	358	6	access	access	NOUN
cblr-7814	358	7	to	to	ADP
cblr-7814	358	8	their	their	PRON
cblr-7814	358	9	own	own	ADJ
cblr-7814	358	10	personnel	personnel	NOUN
cblr-7814	358	11	files	file	NOUN
cblr-7814	358	12	reflect	reflect	VERB
cblr-7814	358	13	these	these	DET
cblr-7814	358	14	norms.157	norms.157	PROPN
cblr-7814	358	15	other	other	ADJ
cblr-7814	358	16	autonomy	autonomy	NOUN
cblr-7814	358	17	protections	protection	NOUN
cblr-7814	358	18	exist	exist	VERB
cblr-7814	358	19	,	,	PUNCT
cblr-7814	358	20	but	but	CCONJ
cblr-7814	358	21	they	they	PRON
cblr-7814	358	22	“	"	PUNCT
cblr-7814	358	23	remain	remain	VERB
cblr-7814	358	24	relegated	relegated	ADJ
cblr-7814	358	25	to	to	ADP
cblr-7814	358	26	the	the	DET
cblr-7814	358	27	public	public	ADJ
cblr-7814	358	28	sector	sector	NOUN
cblr-7814	358	29	(	(	PUNCT
cblr-7814	358	30	through	through	ADP
cblr-7814	358	31	the	the	DET
cblr-7814	358	32	first	first	ADJ
cblr-7814	358	33	amendment	amendment	NOUN
cblr-7814	358	34	)	)	PUNCT
cblr-7814	358	35	or	or	CCONJ
cblr-7814	358	36	to	to	PART
cblr-7814	358	37	state	state	VERB
cblr-7814	358	38	statutory	statutory	ADJ
cblr-7814	358	39	schemes	scheme	NOUN
cblr-7814	358	40	(	(	PUNCT
cblr-7814	358	41	such	such	ADJ
cblr-7814	358	42	as	as	ADP
cblr-7814	358	43	offduty	offduty	ADJ
cblr-7814	358	44	laws).”158	laws).”158	PROPN
cblr-7814	358	45	thus	thus	ADV
cblr-7814	358	46	,	,	PUNCT
cblr-7814	358	47	employees	employee	NOUN
cblr-7814	358	48	’	'	PUNCT
cblr-7814	358	49	enforceable	enforceable	ADJ
cblr-7814	358	50	rights	right	NOUN
cblr-7814	358	51	vis	vis	X
cblr-7814	358	52	-	-	PUNCT
cblr-7814	358	53	à	à	X
cblr-7814	358	54	-	-	PUNCT
cblr-7814	358	55	vis	vis	X
cblr-7814	358	56	employers	employer	NOUN
cblr-7814	358	57	are	be	AUX
cblr-7814	358	58	highly	highly	ADV
cblr-7814	358	59	dependent	dependent	ADJ
cblr-7814	358	60	their	their	PRON
cblr-7814	358	61	employers	employer	NOUN
cblr-7814	358	62	and	and	CCONJ
cblr-7814	358	63	on	on	ADP
cblr-7814	358	64	state	state	NOUN
cblr-7814	358	65	law	law	NOUN
cblr-7814	358	66	and	and	CCONJ
cblr-7814	358	67	so	so	ADV
cblr-7814	358	68	vary	vary	VERB
cblr-7814	358	69	widely	widely	ADV
cblr-7814	358	70	.	.	PUNCT
cblr-7814	359	1	given	give	VERB
cblr-7814	359	2	the	the	DET
cblr-7814	359	3	limited	limited	ADJ
cblr-7814	359	4	protections	protection	NOUN
cblr-7814	359	5	for	for	ADP
cblr-7814	359	6	normative	normative	ADJ
cblr-7814	359	7	employee	employee	NOUN
cblr-7814	359	8	rights	right	NOUN
cblr-7814	359	9	,	,	PUNCT
cblr-7814	359	10	the	the	DET
cblr-7814	359	11	novel	novel	NOUN
cblr-7814	359	12	harms	harm	NOUN
cblr-7814	359	13	presented	present	VERB
cblr-7814	359	14	by	by	ADP
cblr-7814	359	15	algorithmic	algorithmic	ADJ
cblr-7814	359	16	technologies	technology	NOUN
cblr-7814	359	17	and	and	CCONJ
cblr-7814	359	18	the	the	DET
cblr-7814	359	19	surveillance	surveillance	NOUN
cblr-7814	359	20	methods	method	NOUN
cblr-7814	359	21	on	on	ADP
cblr-7814	359	22	which	which	PRON
cblr-7814	359	23	they	they	PRON
cblr-7814	359	24	rely	rely	VERB
cblr-7814	359	25	may	may	AUX
cblr-7814	359	26	be	be	AUX
cblr-7814	359	27	unreachable	unreachable	ADJ
cblr-7814	359	28	by	by	ADP
cblr-7814	359	29	employment	employment	NOUN
cblr-7814	359	30	law	law	NOUN
cblr-7814	359	31	.	.	PUNCT
cblr-7814	360	1	there	there	PRON
cblr-7814	360	2	are	be	VERB
cblr-7814	360	3	significant	significant	ADJ
cblr-7814	360	4	opportunities	opportunity	NOUN
cblr-7814	360	5	to	to	PART
cblr-7814	360	6	use	use	VERB
cblr-7814	360	7	technology	technology	NOUN
cblr-7814	360	8	to	to	PART
cblr-7814	360	9	enable	enable	VERB
cblr-7814	360	10	“	"	PUNCT
cblr-7814	360	11	noncompliance	noncompliance	NOUN
cblr-7814	360	12	[	[	X
cblr-7814	360	13	with	with	ADP
cblr-7814	360	14	employee	employee	NOUN
cblr-7814	360	15	protections	protection	NOUN
cblr-7814	360	16	]	]	PUNCT
cblr-7814	360	17	,	,	PUNCT
cblr-7814	360	18	lawful	lawful	ADJ
cblr-7814	360	19	avoidance	avoidance	NOUN
cblr-7814	360	20	strategies	strategy	NOUN
cblr-7814	360	21	,	,	PUNCT
cblr-7814	360	22	and	and	CCONJ
cblr-7814	360	23	conduct	conduct	NOUN
cblr-7814	360	24	that	that	PRON
cblr-7814	360	25	falls	fall	VERB
cblr-7814	360	26	somewhere	somewhere	ADV
cblr-7814	360	27	in	in	ADP
cblr-7814	360	28	between	between	ADP
cblr-7814	360	29	.	.	PUNCT
cblr-7814	360	30	”159	”159	PUNCT
cblr-7814	361	1	workers	worker	NOUN
cblr-7814	361	2	already	already	ADV
cblr-7814	361	3	grappling	grapple	VERB
cblr-7814	361	4	with	with	ADP
cblr-7814	361	5	“	"	PUNCT
cblr-7814	361	6	tenuous	tenuous	ADJ
cblr-7814	361	7	ties	tie	NOUN
cblr-7814	361	8	to	to	ADP
cblr-7814	361	9	the	the	DET
cblr-7814	361	10	labor	labor	NOUN
cblr-7814	361	11	force	force	NOUN
cblr-7814	361	12	”	"	PUNCT
cblr-7814	361	13	will	will	AUX
cblr-7814	361	14	be	be	AUX
cblr-7814	361	15	154	154	NUM
cblr-7814	361	16	see	see	NOUN
cblr-7814	361	17	ajunwa	ajunwa	ADV
cblr-7814	361	18	,	,	PUNCT
cblr-7814	361	19	supra	supra	PROPN
cblr-7814	361	20	note	note	NOUN
cblr-7814	361	21	60	60	NUM
cblr-7814	361	22	,	,	PUNCT
cblr-7814	361	23	at	at	ADP
cblr-7814	361	24	50	50	NUM
cblr-7814	361	25	.	.	PUNCT
cblr-7814	362	1	as	as	ADP
cblr-7814	362	2	an	an	DET
cblr-7814	362	3	example	example	NOUN
cblr-7814	362	4	,	,	PUNCT
cblr-7814	362	5	ajunwa	ajunwa	NOUN
cblr-7814	362	6	notes	note	VERB
cblr-7814	362	7	,	,	PUNCT
cblr-7814	362	8	“	"	PUNCT
cblr-7814	362	9	[	[	X
cblr-7814	362	10	e]mployers	e]mployer	NOUN
cblr-7814	362	11	could	could	AUX
cblr-7814	362	12	use	use	VERB
cblr-7814	362	13	data	datum	NOUN
cblr-7814	362	14	obtained	obtain	VERB
cblr-7814	362	15	from	from	ADP
cblr-7814	362	16	wellness	wellness	NOUN
cblr-7814	362	17	programs	program	NOUN
cblr-7814	362	18	to	to	PART
cblr-7814	362	19	run	run	VERB
cblr-7814	362	20	predictive	predictive	ADJ
cblr-7814	362	21	analytics	analytic	NOUN
cblr-7814	362	22	of	of	ADP
cblr-7814	362	23	employee	employee	NOUN
cblr-7814	362	24	risk	risk	NOUN
cblr-7814	362	25	of	of	ADP
cblr-7814	362	26	injury	injury	NOUN
cblr-7814	362	27	.	.	PUNCT
cblr-7814	363	1	thus	thus	ADV
cblr-7814	363	2	,	,	PUNCT
cblr-7814	363	3	data	datum	NOUN
cblr-7814	363	4	from	from	ADP
cblr-7814	363	5	wearable	wearable	ADJ
cblr-7814	363	6	[	[	X
cblr-7814	363	7	]	]	X
cblr-7814	363	8	[	[	X
cblr-7814	363	9	technology	technology	NOUN
cblr-7814	363	10	]	]	PUNCT
cblr-7814	363	11	will	will	AUX
cblr-7814	363	12	determine	determine	VERB
cblr-7814	363	13	not	not	PART
cblr-7814	363	14	only	only	ADV
cblr-7814	363	15	workers	worker	NOUN
cblr-7814	363	16	’	'	PUNCT
cblr-7814	363	17	compensation	compensation	NOUN
cblr-7814	363	18	,	,	PUNCT
cblr-7814	363	19	but	but	CCONJ
cblr-7814	363	20	could	could	AUX
cblr-7814	363	21	influence	influence	VERB
cblr-7814	363	22	which	which	PRON
cblr-7814	363	23	workers	worker	NOUN
cblr-7814	363	24	will	will	AUX
cblr-7814	363	25	remain	remain	VERB
cblr-7814	363	26	employed	employ	VERB
cblr-7814	363	27	.	.	PUNCT
cblr-7814	363	28	”	"	PUNCT
cblr-7814	364	1	i	i	PRON
cblr-7814	364	2	d.	d.	VERB
cblr-7814	364	3	at	at	ADP
cblr-7814	364	4	51	51	NUM
cblr-7814	364	5	.	.	PUNCT
cblr-7814	365	1	no	no	DET
cblr-7814	365	2	federal	federal	ADJ
cblr-7814	365	3	law	law	NOUN
cblr-7814	365	4	would	would	AUX
cblr-7814	365	5	prevent	prevent	VERB
cblr-7814	365	6	this	this	DET
cblr-7814	365	7	form	form	NOUN
cblr-7814	365	8	of	of	ADP
cblr-7814	365	9	discrimination	discrimination	NOUN
cblr-7814	365	10	.	.	PUNCT
cblr-7814	366	1	i	i	PRON
cblr-7814	366	2	d.	d.	PROPN
cblr-7814	366	3	155	155	NUM
cblr-7814	366	4	see	see	VERB
cblr-7814	366	5	sprague	sprague	NOUN
cblr-7814	366	6	,	,	PUNCT
cblr-7814	366	7	supra	supra	PROPN
cblr-7814	366	8	note	note	PROPN
cblr-7814	366	9	14	14	NUM
cblr-7814	366	10	,	,	PUNCT
cblr-7814	366	11	at	at	ADP
cblr-7814	366	12	34	34	NUM
cblr-7814	366	13	.	.	PUNCT
cblr-7814	367	1	156	156	NUM
cblr-7814	367	2	see	see	VERB
cblr-7814	367	3	kerr	kerr	PROPN
cblr-7814	367	4	&	&	CCONJ
cblr-7814	367	5	earle	earle	PROPN
cblr-7814	367	6	,	,	PUNCT
cblr-7814	367	7	supra	supra	PROPN
cblr-7814	367	8	note	note	NOUN
cblr-7814	367	9	95	95	NUM
cblr-7814	367	10	,	,	PUNCT
cblr-7814	367	11	at	at	ADP
cblr-7814	367	12	70	70	NUM
cblr-7814	367	13	.	.	PUNCT
cblr-7814	368	1	157	157	NUM
cblr-7814	368	2	see	see	VERB
cblr-7814	368	3	jerome	jerome	PROPN
cblr-7814	368	4	g.	g.	PROPN
cblr-7814	368	5	snider	snider	PROPN
cblr-7814	368	6	,	,	PUNCT
cblr-7814	368	7	howard	howard	PROPN
cblr-7814	368	8	a.	a.	PROPN
cblr-7814	368	9	ellins	ellins	PROPN
cblr-7814	368	10	&	&	CCONJ
cblr-7814	368	11	michael	michael	PROPN
cblr-7814	368	12	s.	s.	PROPN
cblr-7814	368	13	flynn	flynn	PROPN
cblr-7814	368	14	,	,	PUNCT
cblr-7814	368	15	corporate	corporate	ADJ
cblr-7814	368	16	privileges	privilege	NOUN
cblr-7814	368	17	&	&	CCONJ
cblr-7814	368	18	confidential	confidential	ADJ
cblr-7814	368	19	information	information	NOUN
cblr-7814	368	20	§	§	PROPN
cblr-7814	368	21	11.03(2	11.03(2	NUM
cblr-7814	368	22	)	)	PUNCT
cblr-7814	368	23	&	&	CCONJ
cblr-7814	368	24	n.14	n.14	PROPN
cblr-7814	368	25	,	,	PUNCT
cblr-7814	368	26	lexisnexis	lexisnexis	PROPN
cblr-7814	368	27	(	(	PUNCT
cblr-7814	368	28	database	database	NOUN
cblr-7814	368	29	updated	update	VERB
cblr-7814	368	30	2020	2020	NUM
cblr-7814	368	31	)	)	PUNCT
cblr-7814	368	32	(	(	PUNCT
cblr-7814	368	33	discussing	discuss	VERB
cblr-7814	368	34	and	and	CCONJ
cblr-7814	368	35	listing	list	VERB
cblr-7814	368	36	these	these	DET
cblr-7814	368	37	laws	law	NOUN
cblr-7814	368	38	)	)	PUNCT
cblr-7814	368	39	.	.	PUNCT
cblr-7814	369	1	158	158	NUM
cblr-7814	369	2	see	see	VERB
cblr-7814	369	3	bodie	bodie	PROPN
cblr-7814	369	4	,	,	PUNCT
cblr-7814	369	5	supra	supra	PROPN
cblr-7814	369	6	note	note	NOUN
cblr-7814	369	7	150	150	NUM
cblr-7814	369	8	,	,	PUNCT
cblr-7814	369	9	at	at	ADP
cblr-7814	369	10	226	226	NUM
cblr-7814	369	11	(	(	PUNCT
cblr-7814	369	12	footnote	footnote	NOUN
cblr-7814	369	13	omitted	omit	VERB
cblr-7814	369	14	)	)	PUNCT
cblr-7814	369	15	.	.	PUNCT
cblr-7814	370	1	159	159	NUM
cblr-7814	370	2	see	see	VERB
cblr-7814	370	3	alexander	alexander	PROPN
cblr-7814	370	4	&	&	CCONJ
cblr-7814	370	5	tippett	tippett	PROPN
cblr-7814	370	6	,	,	PUNCT
cblr-7814	370	7	supra	supra	PROPN
cblr-7814	370	8	note	note	PROPN
cblr-7814	370	9	79	79	NUM
cblr-7814	370	10	,	,	PUNCT
cblr-7814	370	11	at	at	ADP
cblr-7814	370	12	976	976	NUM
cblr-7814	370	13	.	.	PUNCT
cblr-7814	371	1	pedersen	pedersen	NOUN
cblr-7814	371	2	(	(	PUNCT
cblr-7814	371	3	note	note	NOUN
cblr-7814	371	4	)	)	PUNCT
cblr-7814	371	5	1/15/2021	1/15/2021	NUM
cblr-7814	371	6	5:01	5:01	NUM
cblr-7814	371	7	pm	pm	NOUN
cblr-7814	371	8	no	no	INTJ
cblr-7814	371	9	.	.	PUNCT
cblr-7814	372	1	3:1122	3:1122	NUM
cblr-7814	372	2	]	]	X
cblr-7814	372	3	people	people	NOUN
cblr-7814	372	4	analytics	analytic	NOUN
cblr-7814	372	5	and	and	CCONJ
cblr-7814	372	6	individual	individual	ADJ
cblr-7814	372	7	autonomy	autonomy	NOUN
cblr-7814	372	8	1151	1151	NUM
cblr-7814	372	9	particularly	particularly	ADV
cblr-7814	372	10	vulnerable	vulnerable	ADJ
cblr-7814	372	11	to	to	ADP
cblr-7814	372	12	this	this	DET
cblr-7814	372	13	trend	trend	NOUN
cblr-7814	372	14	,	,	PUNCT
cblr-7814	372	15	because	because	SCONJ
cblr-7814	372	16	labor	labor	NOUN
cblr-7814	372	17	laws	law	NOUN
cblr-7814	372	18	will	will	AUX
cblr-7814	372	19	protect	protect	VERB
cblr-7814	372	20	least	least	ADJ
cblr-7814	372	21	these	these	DET
cblr-7814	372	22	workers	worker	NOUN
cblr-7814	372	23	most	most	ADV
cblr-7814	372	24	in	in	ADP
cblr-7814	372	25	need	need	NOUN
cblr-7814	372	26	of	of	ADP
cblr-7814	372	27	protection.160	protection.160	PROPN
cblr-7814	372	28	a.	a.	NOUN
cblr-7814	372	29	the	the	DET
cblr-7814	372	30	dissolution	dissolution	NOUN
cblr-7814	372	31	of	of	ADP
cblr-7814	372	32	the	the	DET
cblr-7814	372	33	employee	employee	NOUN
cblr-7814	372	34	’s	’s	PART
cblr-7814	372	35	right	right	NOUN
cblr-7814	372	36	to	to	ADP
cblr-7814	372	37	privacy	privacy	NOUN
cblr-7814	372	38	and	and	CCONJ
cblr-7814	372	39	autonomy	autonomy	NOUN
cblr-7814	372	40	algorithmic	algorithmic	ADJ
cblr-7814	372	41	profiling	profiling	NOUN
cblr-7814	372	42	implicates	implicate	VERB
cblr-7814	372	43	substantial	substantial	ADJ
cblr-7814	372	44	privacy	privacy	NOUN
cblr-7814	372	45	and	and	CCONJ
cblr-7814	372	46	autonomy	autonomy	NOUN
cblr-7814	372	47	concerns	concern	NOUN
cblr-7814	372	48	,	,	PUNCT
cblr-7814	372	49	and	and	CCONJ
cblr-7814	372	50	the	the	DET
cblr-7814	372	51	current	current	ADJ
cblr-7814	372	52	regulatory	regulatory	ADJ
cblr-7814	372	53	landscape	landscape	NOUN
cblr-7814	372	54	exacerbates	exacerbate	VERB
cblr-7814	372	55	them	they	PRON
cblr-7814	372	56	.	.	PUNCT
cblr-7814	373	1	although	although	SCONJ
cblr-7814	373	2	there	there	PRON
cblr-7814	373	3	is	be	VERB
cblr-7814	373	4	no	no	DET
cblr-7814	373	5	consensus	consensus	NOUN
cblr-7814	373	6	,	,	PUNCT
cblr-7814	373	7	many	many	ADJ
cblr-7814	373	8	scholars	scholar	NOUN
cblr-7814	373	9	draw	draw	VERB
cblr-7814	373	10	a	a	DET
cblr-7814	373	11	connection	connection	NOUN
cblr-7814	373	12	between	between	ADP
cblr-7814	373	13	the	the	DET
cblr-7814	373	14	right	right	NOUN
cblr-7814	373	15	to	to	ADP
cblr-7814	373	16	privacy	privacy	NOUN
cblr-7814	373	17	and	and	CCONJ
cblr-7814	373	18	the	the	DET
cblr-7814	373	19	rights	right	NOUN
cblr-7814	373	20	to	to	ADP
cblr-7814	373	21	personal	personal	ADJ
cblr-7814	373	22	autonomy	autonomy	NOUN
cblr-7814	373	23	and	and	CCONJ
cblr-7814	373	24	dignity.161	dignity.161	ADJ
cblr-7814	373	25	privacy	privacy	NOUN
cblr-7814	373	26	,	,	PUNCT
cblr-7814	373	27	then	then	ADV
cblr-7814	373	28	,	,	PUNCT
cblr-7814	373	29	may	may	AUX
cblr-7814	373	30	be	be	AUX
cblr-7814	373	31	defined	define	VERB
cblr-7814	373	32	as	as	ADP
cblr-7814	373	33	control	control	NOUN
cblr-7814	373	34	over	over	ADP
cblr-7814	373	35	the	the	DET
cblr-7814	373	36	details	detail	NOUN
cblr-7814	373	37	of	of	ADP
cblr-7814	373	38	one	one	NUM
cblr-7814	373	39	’s	’s	PART
cblr-7814	373	40	personal	personal	ADJ
cblr-7814	373	41	identity.162	identity.162	NOUN
cblr-7814	373	42	from	from	ADP
cblr-7814	373	43	a	a	DET
cblr-7814	373	44	collective	collective	ADJ
cblr-7814	373	45	standpoint	standpoint	NOUN
cblr-7814	373	46	,	,	PUNCT
cblr-7814	373	47	privacy	privacy	NOUN
cblr-7814	373	48	is	be	AUX
cblr-7814	373	49	necessary	necessary	ADJ
cblr-7814	373	50	to	to	PART
cblr-7814	373	51	“	"	PUNCT
cblr-7814	373	52	enable	enable	VERB
cblr-7814	373	53	[	[	X
cblr-7814	373	54	]	]	X
cblr-7814	373	55	individuals	individual	NOUN
cblr-7814	373	56	both	both	PRON
cblr-7814	373	57	to	to	PART
cblr-7814	373	58	maintain	maintain	VERB
cblr-7814	373	59	relational	relational	ADJ
cblr-7814	373	60	ties	tie	NOUN
cblr-7814	373	61	and	and	CCONJ
cblr-7814	373	62	to	to	PART
cblr-7814	373	63	develop	develop	VERB
cblr-7814	373	64	critical	critical	ADJ
cblr-7814	373	65	perspectives	perspective	NOUN
cblr-7814	373	66	on	on	ADP
cblr-7814	373	67	the	the	DET
cblr-7814	373	68	world	world	NOUN
cblr-7814	373	69	around	around	ADP
cblr-7814	373	70	them	they	PRON
cblr-7814	373	71	.	.	PUNCT
cblr-7814	374	1	”163	”163	VERB
cblr-7814	374	2	predictive	predictive	ADJ
cblr-7814	374	3	analytics	analytic	NOUN
cblr-7814	374	4	thus	thus	ADV
cblr-7814	374	5	implicate	implicate	VERB
cblr-7814	374	6	workers	worker	NOUN
cblr-7814	374	7	’	'	PUNCT
cblr-7814	374	8	“	"	PUNCT
cblr-7814	374	9	privacy	privacy	NOUN
cblr-7814	374	10	as	as	ADP
cblr-7814	374	11	control	control	NOUN
cblr-7814	374	12	”	"	PUNCT
cblr-7814	374	13	because	because	SCONJ
cblr-7814	374	14	individuals	individual	NOUN
cblr-7814	374	15	can	can	AUX
cblr-7814	374	16	not	not	PART
cblr-7814	374	17	know	know	VERB
cblr-7814	374	18	how	how	SCONJ
cblr-7814	374	19	the	the	DET
cblr-7814	374	20	data	data	NOUN
cblr-7814	374	21	trails	trail	NOUN
cblr-7814	374	22	they	they	PRON
cblr-7814	374	23	leave	leave	VERB
cblr-7814	374	24	will	will	AUX
cblr-7814	374	25	be	be	AUX
cblr-7814	374	26	used	use	VERB
cblr-7814	374	27	and	and	CCONJ
cblr-7814	374	28	what	what	PRON
cblr-7814	374	29	that	that	DET
cblr-7814	374	30	data	datum	NOUN
cblr-7814	374	31	will	will	AUX
cblr-7814	374	32	predict.164	predict.164	VERB
cblr-7814	374	33	people	people	NOUN
cblr-7814	374	34	analytics	analytic	NOUN
cblr-7814	374	35	imbues	imbue	VERB
cblr-7814	374	36	data	datum	NOUN
cblr-7814	374	37	collected	collect	VERB
cblr-7814	374	38	outside	outside	ADP
cblr-7814	374	39	the	the	DET
cblr-7814	374	40	workplace	workplace	NOUN
cblr-7814	374	41	with	with	ADP
cblr-7814	374	42	new	new	ADJ
cblr-7814	374	43	meaning	meaning	NOUN
cblr-7814	374	44	by	by	ADP
cblr-7814	374	45	identifying	identify	VERB
cblr-7814	374	46	novel	novel	ADJ
cblr-7814	374	47	correlations	correlation	NOUN
cblr-7814	374	48	between	between	ADP
cblr-7814	374	49	business	business	NOUN
cblr-7814	374	50	outcomes	outcome	NOUN
cblr-7814	374	51	and	and	CCONJ
cblr-7814	374	52	previously	previously	ADV
cblr-7814	374	53	unquantifiable	unquantifiable	ADJ
cblr-7814	374	54	or	or	CCONJ
cblr-7814	374	55	seemingly	seemingly	ADV
cblr-7814	374	56	irrelevant	irrelevant	ADJ
cblr-7814	374	57	factors.165	factors.165	NOUN
cblr-7814	374	58	at	at	ADP
cblr-7814	374	59	the	the	DET
cblr-7814	374	60	same	same	ADJ
cblr-7814	374	61	time	time	NOUN
cblr-7814	374	62	,	,	PUNCT
cblr-7814	374	63	digital	digital	ADJ
cblr-7814	374	64	technologies	technology	NOUN
cblr-7814	374	65	have	have	AUX
cblr-7814	374	66	rapidly	rapidly	ADV
cblr-7814	374	67	revolutionized	revolutionize	VERB
cblr-7814	374	68	surveillance	surveillance	NOUN
cblr-7814	374	69	and	and	CCONJ
cblr-7814	374	70	data	datum	NOUN
cblr-7814	374	71	collection.166	collection.166	PROPN
cblr-7814	374	72	companies	company	NOUN
cblr-7814	374	73	now	now	ADV
cblr-7814	374	74	easily	easily	ADV
cblr-7814	374	75	purchase	purchase	VERB
cblr-7814	374	76	and	and	CCONJ
cblr-7814	374	77	aggregate	aggregate	VERB
cblr-7814	374	78	data	datum	NOUN
cblr-7814	374	79	from	from	ADP
cblr-7814	374	80	a	a	DET
cblr-7814	374	81	broad	broad	ADJ
cblr-7814	374	82	array	array	NOUN
cblr-7814	374	83	of	of	ADP
cblr-7814	374	84	sources	source	NOUN
cblr-7814	374	85	,	,	PUNCT
cblr-7814	374	86	both	both	PRON
cblr-7814	374	87	in	in	ADP
cblr-7814	374	88	the	the	DET
cblr-7814	374	89	workplace	workplace	NOUN
cblr-7814	374	90	and	and	CCONJ
cblr-7814	374	91	far	far	ADV
cblr-7814	374	92	beyond	beyond	ADP
cblr-7814	374	93	it.167	it.167	PROPN
cblr-7814	374	94	consequently	consequently	ADV
cblr-7814	374	95	,	,	PUNCT
cblr-7814	374	96	u.s	u.s	PROPN
cblr-7814	374	97	.	.	PROPN
cblr-7814	374	98	employers	employer	NOUN
cblr-7814	374	99	today	today	NOUN
cblr-7814	374	100	have	have	VERB
cblr-7814	374	101	access	access	NOUN
cblr-7814	374	102	to	to	ADP
cblr-7814	374	103	substantial	substantial	ADJ
cblr-7814	374	104	pools	pool	NOUN
cblr-7814	374	105	of	of	ADP
cblr-7814	374	106	data	datum	NOUN
cblr-7814	374	107	about	about	ADP
cblr-7814	374	108	workers	worker	NOUN
cblr-7814	374	109	160	160	NUM
cblr-7814	374	110	cf	cf	NOUN
cblr-7814	374	111	.	.	PUNCT
cblr-7814	375	1	i	i	PRON
cblr-7814	375	2	d.	d.	PROPN
cblr-7814	375	3	at	at	ADP
cblr-7814	375	4	1012	1012	NUM
cblr-7814	375	5	(	(	PUNCT
cblr-7814	375	6	observing	observe	VERB
cblr-7814	375	7	that	that	SCONJ
cblr-7814	375	8	“	"	PUNCT
cblr-7814	375	9	marginal	marginal	ADJ
cblr-7814	375	10	workers	worker	NOUN
cblr-7814	375	11	”	"	PUNCT
cblr-7814	375	12	are	be	AUX
cblr-7814	375	13	likely	likely	ADJ
cblr-7814	375	14	to	to	PART
cblr-7814	375	15	perceive	perceive	VERB
cblr-7814	375	16	“	"	PUNCT
cblr-7814	375	17	no	no	DET
cblr-7814	375	18	protection	protection	NOUN
cblr-7814	375	19	at	at	ADP
cblr-7814	375	20	all	all	ADV
cblr-7814	375	21	”	"	PUNCT
cblr-7814	375	22	when	when	SCONJ
cblr-7814	375	23	businesses	business	NOUN
cblr-7814	375	24	use	use	VERB
cblr-7814	375	25	technology	technology	NOUN
cblr-7814	375	26	to	to	PART
cblr-7814	375	27	avoid	avoid	VERB
cblr-7814	375	28	employer	employer	NOUN
cblr-7814	375	29	-	-	PUNCT
cblr-7814	375	30	employee	employee	NOUN
cblr-7814	375	31	relationships	relationship	NOUN
cblr-7814	375	32	)	)	PUNCT
cblr-7814	375	33	.	.	PUNCT
cblr-7814	376	1	161	161	NUM
cblr-7814	376	2	see	see	NOUN
cblr-7814	376	3	,	,	PUNCT
cblr-7814	376	4	e.g.	e.g.	ADV
cblr-7814	376	5	,	,	PUNCT
cblr-7814	376	6	katsabian	katsabian	NOUN
cblr-7814	376	7	,	,	PUNCT
cblr-7814	376	8	supra	supra	PROPN
cblr-7814	376	9	note	note	PROPN
cblr-7814	376	10	79	79	NUM
cblr-7814	376	11	,	,	PUNCT
cblr-7814	376	12	at	at	ADP
cblr-7814	376	13	233–34	233–34	NUM
cblr-7814	376	14	(	(	PUNCT
cblr-7814	376	15	discussing	discuss	VERB
cblr-7814	376	16	daniel	daniel	PROPN
cblr-7814	376	17	solove	solove	PROPN
cblr-7814	376	18	’s	’s	PART
cblr-7814	376	19	approach	approach	NOUN
cblr-7814	376	20	)	)	PUNCT
cblr-7814	376	21	.	.	PUNCT
cblr-7814	377	1	162	162	NUM
cblr-7814	377	2	see	see	VERB
cblr-7814	377	3	tom	tom	PROPN
cblr-7814	377	4	gerety	gerety	PROPN
cblr-7814	377	5	,	,	PUNCT
cblr-7814	377	6	redefining	redefine	VERB
cblr-7814	377	7	privacy	privacy	NOUN
cblr-7814	377	8	,	,	PUNCT
cblr-7814	377	9	12	12	NUM
cblr-7814	377	10	harv	harv	NOUN
cblr-7814	377	11	.	.	PUNCT
cblr-7814	378	1	c.r.-c.l	c.r.-c.l	PROPN
cblr-7814	378	2	.	.	PUNCT
cblr-7814	379	1	l.	l.	PROPN
cblr-7814	379	2	rev	rev	PROPN
cblr-7814	379	3	.	.	PROPN
cblr-7814	379	4	233	233	NUM
cblr-7814	379	5	,	,	PUNCT
cblr-7814	379	6	236	236	NUM
cblr-7814	379	7	(	(	PUNCT
cblr-7814	379	8	1977	1977	NUM
cblr-7814	379	9	)	)	PUNCT
cblr-7814	379	10	.	.	PUNCT
cblr-7814	380	1	163	163	NUM
cblr-7814	380	2	see	see	VERB
cblr-7814	380	3	julie	julie	PROPN
cblr-7814	380	4	e.	e.	PROPN
cblr-7814	380	5	cohen	cohen	PROPN
cblr-7814	380	6	,	,	PUNCT
cblr-7814	380	7	what	what	PRON
cblr-7814	380	8	privacy	privacy	NOUN
cblr-7814	380	9	is	be	AUX
cblr-7814	380	10	for	for	ADP
cblr-7814	380	11	,	,	PUNCT
cblr-7814	380	12	126	126	NUM
cblr-7814	380	13	harv	harv	NOUN
cblr-7814	380	14	.	.	PUNCT
cblr-7814	381	1	l.	l.	PROPN
cblr-7814	381	2	rev	rev	PROPN
cblr-7814	381	3	.	.	PROPN
cblr-7814	381	4	1904	1904	NUM
cblr-7814	381	5	,	,	PUNCT
cblr-7814	381	6	1906	1906	NUM
cblr-7814	381	7	(	(	PUNCT
cblr-7814	381	8	2013	2013	NUM
cblr-7814	381	9	)	)	PUNCT
cblr-7814	381	10	.	.	PUNCT
cblr-7814	382	1	164	164	NUM
cblr-7814	382	2	see	see	VERB
cblr-7814	382	3	spencer	spencer	NOUN
cblr-7814	382	4	,	,	PUNCT
cblr-7814	382	5	supra	supra	PROPN
cblr-7814	382	6	note	note	PROPN
cblr-7814	382	7	1	1	NUM
cblr-7814	382	8	,	,	PUNCT
cblr-7814	382	9	at	at	ADP
cblr-7814	382	10	629	629	NUM
cblr-7814	382	11	.	.	PUNCT
cblr-7814	382	12	165	165	NUM
cblr-7814	382	13	see	see	VERB
cblr-7814	382	14	supra	supra	PROPN
cblr-7814	382	15	notes	note	VERB
cblr-7814	382	16	90–94	90–94	NUM
cblr-7814	382	17	and	and	CCONJ
cblr-7814	382	18	accompanying	accompany	VERB
cblr-7814	382	19	text	text	NOUN
cblr-7814	382	20	.	.	PUNCT
cblr-7814	383	1	166	166	NUM
cblr-7814	383	2	see	see	VERB
cblr-7814	383	3	bersin	bersin	NOUN
cblr-7814	383	4	,	,	PUNCT
cblr-7814	383	5	supra	supra	PROPN
cblr-7814	383	6	note	note	NOUN
cblr-7814	383	7	129	129	NUM
cblr-7814	383	8	(	(	PUNCT
cblr-7814	383	9	giving	give	VERB
cblr-7814	383	10	examples	example	NOUN
cblr-7814	383	11	)	)	PUNCT
cblr-7814	383	12	.	.	PUNCT
cblr-7814	384	1	167	167	NUM
cblr-7814	384	2	see	see	VERB
cblr-7814	384	3	kim	kim	PROPN
cblr-7814	384	4	,	,	PUNCT
cblr-7814	384	5	supra	supra	PROPN
cblr-7814	384	6	note	note	PROPN
cblr-7814	384	7	58	58	NUM
cblr-7814	384	8	,	,	PUNCT
cblr-7814	384	9	at	at	ADP
cblr-7814	384	10	406	406	NUM
cblr-7814	384	11	.	.	PUNCT
cblr-7814	385	1	pedersen	pedersen	NOUN
cblr-7814	385	2	(	(	PUNCT
cblr-7814	385	3	note	note	NOUN
cblr-7814	385	4	)	)	PUNCT
cblr-7814	385	5	1/15/2021	1/15/2021	NUM
cblr-7814	385	6	5:01	5:01	NUM
cblr-7814	385	7	pm	pm	PROPN
cblr-7814	385	8	1152	1152	NUM
cblr-7814	385	9	columbia	columbia	PROPN
cblr-7814	385	10	business	business	NOUN
cblr-7814	385	11	law	law	PROPN
cblr-7814	385	12	review	review	NOUN
cblr-7814	385	13	[	[	X
cblr-7814	385	14	vol	vol	NOUN
cblr-7814	385	15	.	.	PUNCT
cblr-7814	385	16	2020	2020	NUM
cblr-7814	385	17	that	that	PRON
cblr-7814	385	18	historically	historically	ADV
cblr-7814	385	19	would	would	AUX
cblr-7814	385	20	have	have	AUX
cblr-7814	385	21	been	be	AUX
cblr-7814	385	22	considered	consider	VERB
cblr-7814	385	23	too	too	ADV
cblr-7814	385	24	personal	personal	ADJ
cblr-7814	385	25	,	,	PUNCT
cblr-7814	385	26	private	private	ADJ
cblr-7814	385	27	,	,	PUNCT
cblr-7814	385	28	or	or	CCONJ
cblr-7814	385	29	irrelevant	irrelevant	ADJ
cblr-7814	385	30	to	to	PART
cblr-7814	385	31	be	be	AUX
cblr-7814	385	32	used	use	VERB
cblr-7814	385	33	for	for	ADP
cblr-7814	385	34	business	business	NOUN
cblr-7814	385	35	purposes.168	purposes.168	NOUN
cblr-7814	385	36	employers	employer	NOUN
cblr-7814	385	37	now	now	ADV
cblr-7814	385	38	see	see	VERB
cblr-7814	385	39	substantial	substantial	ADJ
cblr-7814	385	40	value	value	NOUN
cblr-7814	385	41	in	in	ADP
cblr-7814	385	42	developing	develop	VERB
cblr-7814	385	43	new	new	ADJ
cblr-7814	385	44	techniques	technique	NOUN
cblr-7814	385	45	to	to	PART
cblr-7814	385	46	collect	collect	VERB
cblr-7814	385	47	,	,	PUNCT
cblr-7814	385	48	analyze	analyze	VERB
cblr-7814	385	49	,	,	PUNCT
cblr-7814	385	50	and	and	CCONJ
cblr-7814	385	51	exploit	exploit	VERB
cblr-7814	385	52	a	a	DET
cblr-7814	385	53	broader	broad	ADJ
cblr-7814	385	54	array	array	NOUN
cblr-7814	385	55	of	of	ADP
cblr-7814	385	56	employee	employee	NOUN
cblr-7814	385	57	data	datum	NOUN
cblr-7814	385	58	,	,	PUNCT
cblr-7814	385	59	often	often	ADV
cblr-7814	385	60	without	without	ADP
cblr-7814	385	61	notice	notice	NOUN
cblr-7814	385	62	to	to	ADP
cblr-7814	385	63	the	the	DET
cblr-7814	385	64	employee.169	employee.169	PROPN
cblr-7814	385	65	deloitte	deloitte	PROPN
cblr-7814	385	66	reports	report	VERB
cblr-7814	385	67	that	that	SCONJ
cblr-7814	385	68	“	"	PUNCT
cblr-7814	385	69	[	[	X
cblr-7814	385	70	t]he	t]he	X
cblr-7814	385	71	use	use	NOUN
cblr-7814	385	72	of	of	ADP
cblr-7814	385	73	external	external	ADJ
cblr-7814	385	74	data	datum	NOUN
cblr-7814	385	75	for	for	ADP
cblr-7814	385	76	[	[	X
cblr-7814	385	77	p]eople	p]eople	PRON
cblr-7814	385	78	[	[	NOUN
cblr-7814	385	79	a]nalytics	a]nalytics	PROPN
cblr-7814	385	80	has	have	AUX
cblr-7814	385	81	grown	grow	VERB
cblr-7814	385	82	significantly	significantly	ADV
cblr-7814	385	83	,	,	PUNCT
cblr-7814	385	84	as	as	SCONJ
cblr-7814	385	85	more	more	ADJ
cblr-7814	385	86	than	than	ADP
cblr-7814	385	87	50	50	NUM
cblr-7814	385	88	percent	percent	NOUN
cblr-7814	385	89	of	of	ADP
cblr-7814	385	90	companies	company	NOUN
cblr-7814	385	91	now	now	ADV
cblr-7814	385	92	actively	actively	ADV
cblr-7814	385	93	use	use	VERB
cblr-7814	385	94	social	social	ADJ
cblr-7814	385	95	network	network	NOUN
cblr-7814	385	96	and	and	CCONJ
cblr-7814	385	97	external	external	ADJ
cblr-7814	385	98	data	datum	NOUN
cblr-7814	385	99	to	to	PART
cblr-7814	385	100	understand	understand	VERB
cblr-7814	385	101	attrition	attrition	NOUN
cblr-7814	385	102	,	,	PUNCT
cblr-7814	385	103	retention	retention	NOUN
cblr-7814	385	104	,	,	PUNCT
cblr-7814	385	105	and	and	CCONJ
cblr-7814	385	106	other	other	ADJ
cblr-7814	385	107	performance	performance	NOUN
cblr-7814	385	108	metrics	metric	NOUN
cblr-7814	385	109	.	.	PUNCT
cblr-7814	385	110	”170	”170	PUNCT
cblr-7814	386	1	additionally	additionally	ADV
cblr-7814	386	2	,	,	PUNCT
cblr-7814	386	3	a	a	DET
cblr-7814	386	4	growing	grow	VERB
cblr-7814	386	5	number	number	NOUN
cblr-7814	386	6	of	of	ADP
cblr-7814	386	7	companies	company	NOUN
cblr-7814	386	8	have	have	AUX
cblr-7814	386	9	introduced	introduce	VERB
cblr-7814	386	10	wearable	wearable	ADJ
cblr-7814	386	11	technologies	technology	NOUN
cblr-7814	386	12	,	,	PUNCT
cblr-7814	386	13	like	like	ADP
cblr-7814	386	14	fitbits	fitbit	NOUN
cblr-7814	386	15	or	or	CCONJ
cblr-7814	386	16	microchip	microchip	NOUN
cblr-7814	386	17	implants	implant	NOUN
cblr-7814	386	18	,	,	PUNCT
cblr-7814	386	19	which	which	PRON
cblr-7814	386	20	monitor	monitor	VERB
cblr-7814	386	21	employees	employee	NOUN
cblr-7814	386	22	and	and	CCONJ
cblr-7814	386	23	amass	amass	VERB
cblr-7814	386	24	detailed	detailed	ADJ
cblr-7814	386	25	behavioral	behavioral	ADJ
cblr-7814	386	26	and	and	CCONJ
cblr-7814	386	27	health	health	NOUN
cblr-7814	386	28	data.171	data.171	NOUN
cblr-7814	386	29	employers	employer	NOUN
cblr-7814	386	30	—	—	PUNCT
cblr-7814	386	31	sometimes	sometimes	ADV
cblr-7814	386	32	through	through	ADP
cblr-7814	386	33	“	"	PUNCT
cblr-7814	386	34	wellness	wellness	NOUN
cblr-7814	386	35	programs”—encourage	programs”—encourage	NOUN
cblr-7814	386	36	employees	employee	NOUN
cblr-7814	386	37	to	to	PART
cblr-7814	386	38	wear	wear	VERB
cblr-7814	386	39	these	these	DET
cblr-7814	386	40	devices	device	NOUN
cblr-7814	386	41	and	and	CCONJ
cblr-7814	386	42	make	make	VERB
cblr-7814	386	43	their	their	PRON
cblr-7814	386	44	data	datum	NOUN
cblr-7814	386	45	available	available	ADJ
cblr-7814	386	46	to	to	ADP
cblr-7814	386	47	the	the	DET
cblr-7814	386	48	employer.172	employer.172	NOUN
cblr-7814	386	49	this	this	PRON
cblr-7814	386	50	creates	create	VERB
cblr-7814	386	51	opportunities	opportunity	NOUN
cblr-7814	386	52	for	for	ADP
cblr-7814	386	53	both	both	DET
cblr-7814	386	54	employers	employer	NOUN
cblr-7814	386	55	and	and	CCONJ
cblr-7814	386	56	private	private	ADJ
cblr-7814	386	57	wearable	wearable	ADJ
cblr-7814	386	58	technology	technology	NOUN
cblr-7814	386	59	companies	company	NOUN
cblr-7814	386	60	to	to	PART
cblr-7814	386	61	aggregate	aggregate	VERB
cblr-7814	386	62	and	and	CCONJ
cblr-7814	386	63	repurpose	repurpose	VERB
cblr-7814	386	64	the	the	DET
cblr-7814	386	65	data	datum	NOUN
cblr-7814	386	66	they	they	PRON
cblr-7814	386	67	collect	collect	VERB
cblr-7814	386	68	from	from	ADP
cblr-7814	386	69	participating	participate	VERB
cblr-7814	386	70	employees	employee	NOUN
cblr-7814	386	71	.	.	PUNCT
cblr-7814	387	1	the	the	DET
cblr-7814	387	2	fourth	fourth	PROPN
cblr-7814	387	3	amendment	amendment	NOUN
cblr-7814	387	4	protects	protect	VERB
cblr-7814	387	5	an	an	DET
cblr-7814	387	6	individual	individual	NOUN
cblr-7814	387	7	’s	’s	PART
cblr-7814	387	8	“	"	PUNCT
cblr-7814	387	9	reasonable	reasonable	ADJ
cblr-7814	387	10	expectation	expectation	NOUN
cblr-7814	387	11	of	of	ADP
cblr-7814	387	12	privacy	privacy	NOUN
cblr-7814	387	13	”	"	PUNCT
cblr-7814	387	14	as	as	SCONJ
cblr-7814	387	15	measured	measure	VERB
cblr-7814	387	16	against	against	ADP
cblr-7814	387	17	“	"	PUNCT
cblr-7814	387	18	broadly	broadly	ADV
cblr-7814	387	19	based	base	VERB
cblr-7814	387	20	and	and	CCONJ
cblr-7814	387	21	widely	widely	ADV
cblr-7814	387	22	accepted	accept	VERB
cblr-7814	387	23	community	community	NOUN
cblr-7814	387	24	norms	norm	NOUN
cblr-7814	387	25	.	.	PUNCT
cblr-7814	388	1	”173	”173	ADP
cblr-7814	388	2	the	the	DET
cblr-7814	388	3	application	application	NOUN
cblr-7814	388	4	of	of	ADP
cblr-7814	388	5	this	this	DET
cblr-7814	388	6	standard	standard	NOUN
cblr-7814	388	7	to	to	ADP
cblr-7814	388	8	employers	employer	NOUN
cblr-7814	388	9	’	'	PUNCT
cblr-7814	388	10	new	new	ADJ
cblr-7814	388	11	data	datum	NOUN
cblr-7814	388	12	collection	collection	NOUN
cblr-7814	388	13	methods	method	NOUN
cblr-7814	388	14	remains	remain	VERB
cblr-7814	388	15	uncertain.174	uncertain.174	ADJ
cblr-7814	388	16	however	however	ADV
cblr-7814	388	17	,	,	PUNCT
cblr-7814	388	18	there	there	PRON
cblr-7814	388	19	is	be	VERB
cblr-7814	388	20	some	some	DET
cblr-7814	388	21	authority	authority	NOUN
cblr-7814	388	22	rejecting	reject	VERB
cblr-7814	388	23	an	an	DET
cblr-7814	388	24	expectation	expectation	NOUN
cblr-7814	388	25	of	of	ADP
cblr-7814	388	26	privacy	privacy	NOUN
cblr-7814	388	27	in	in	ADP
cblr-7814	388	28	the	the	DET
cblr-7814	388	29	use	use	NOUN
cblr-7814	388	30	168	168	NUM
cblr-7814	388	31	see	see	VERB
cblr-7814	388	32	matthew	matthew	PROPN
cblr-7814	388	33	t.	t.	PROPN
cblr-7814	388	34	bodie	bodie	PROPN
cblr-7814	388	35	,	,	PUNCT
cblr-7814	388	36	workplace	workplace	NOUN
cblr-7814	388	37	freakonomics	freakonomic	NOUN
cblr-7814	388	38	,	,	PUNCT
cblr-7814	388	39	14	14	NUM
cblr-7814	388	40	i	i	NOUN
cblr-7814	388	41	/	/	SYM
cblr-7814	388	42	s	s	PROPN
cblr-7814	388	43	37	37	NUM
cblr-7814	388	44	,	,	PUNCT
cblr-7814	388	45	43–44	43–44	NUM
cblr-7814	388	46	(	(	PUNCT
cblr-7814	388	47	2017	2017	NUM
cblr-7814	388	48	)	)	PUNCT
cblr-7814	388	49	.	.	PUNCT
cblr-7814	389	1	169	169	NUM
cblr-7814	389	2	cf	cf	NOUN
cblr-7814	389	3	.	.	PUNCT
cblr-7814	390	1	i	i	PRON
cblr-7814	390	2	d.	d.	PROPN
cblr-7814	390	3	at	at	ADP
cblr-7814	390	4	38–39	38–39	NUM
cblr-7814	390	5	(	(	PUNCT
cblr-7814	390	6	discussing	discuss	VERB
cblr-7814	390	7	potential	potential	ADJ
cblr-7814	390	8	advantages	advantage	NOUN
cblr-7814	390	9	of	of	ADP
cblr-7814	390	10	wider	wide	ADJ
cblr-7814	390	11	-	-	PUNCT
cblr-7814	390	12	ranging	range	VERB
cblr-7814	390	13	use	use	NOUN
cblr-7814	390	14	of	of	ADP
cblr-7814	390	15	data	datum	NOUN
cblr-7814	390	16	)	)	PUNCT
cblr-7814	390	17	.	.	PUNCT
cblr-7814	391	1	170	170	NUM
cblr-7814	391	2	fineman	fineman	NOUN
cblr-7814	391	3	,	,	PUNCT
cblr-7814	391	4	supra	supra	PROPN
cblr-7814	391	5	note	note	NOUN
cblr-7814	391	6	17	17	NUM
cblr-7814	391	7	.	.	PUNCT
cblr-7814	392	1	171	171	NUM
cblr-7814	392	2	see	see	VERB
cblr-7814	392	3	ajunwa	ajunwa	ADV
cblr-7814	392	4	,	,	PUNCT
cblr-7814	392	5	supra	supra	PROPN
cblr-7814	392	6	note	note	NOUN
cblr-7814	392	7	60	60	NUM
cblr-7814	392	8	,	,	PUNCT
cblr-7814	392	9	at	at	ADP
cblr-7814	392	10	36–42	36–42	NUM
cblr-7814	392	11	.	.	PUNCT
cblr-7814	393	1	172	172	NUM
cblr-7814	393	2	see	see	VERB
cblr-7814	393	3	i	i	PROPN
cblr-7814	393	4	d.	d.	PROPN
cblr-7814	393	5	professor	professor	PROPN
cblr-7814	393	6	ajunwa	ajunwa	PROPN
cblr-7814	393	7	cautions	caution	VERB
cblr-7814	393	8	that	that	SCONJ
cblr-7814	393	9	wearable	wearable	ADJ
cblr-7814	393	10	devices	device	NOUN
cblr-7814	393	11	pose	pose	VERB
cblr-7814	393	12	a	a	DET
cblr-7814	393	13	particularly	particularly	ADV
cblr-7814	393	14	“	"	PUNCT
cblr-7814	393	15	high	high	ADJ
cblr-7814	393	16	risk	risk	NOUN
cblr-7814	393	17	of	of	ADP
cblr-7814	393	18	challenging	challenge	VERB
cblr-7814	393	19	basic	basic	ADJ
cblr-7814	393	20	privacy	privacy	NOUN
cblr-7814	393	21	principles	principle	NOUN
cblr-7814	393	22	,	,	PUNCT
cblr-7814	393	23	”	"	PUNCT
cblr-7814	393	24	including	include	VERB
cblr-7814	393	25	“	"	PUNCT
cblr-7814	393	26	collection	collection	NOUN
cblr-7814	393	27	limitation	limitation	NOUN
cblr-7814	393	28	,	,	PUNCT
cblr-7814	393	29	purpose	purpose	NOUN
cblr-7814	393	30	specification	specification	NOUN
cblr-7814	393	31	,	,	PUNCT
cblr-7814	393	32	use	use	NOUN
cblr-7814	393	33	limitation	limitation	NOUN
cblr-7814	393	34	,	,	PUNCT
cblr-7814	393	35	accountability	accountability	NOUN
cblr-7814	393	36	,	,	PUNCT
cblr-7814	393	37	security	security	NOUN
cblr-7814	393	38	,	,	PUNCT
cblr-7814	393	39	notice	notice	NOUN
cblr-7814	393	40	,	,	PUNCT
cblr-7814	393	41	choice	choice	NOUN
cblr-7814	393	42	,	,	PUNCT
cblr-7814	393	43	and	and	CCONJ
cblr-7814	393	44	data	datum	NOUN
cblr-7814	393	45	minimization	minimization	NOUN
cblr-7814	393	46	,	,	PUNCT
cblr-7814	393	47	”	"	PUNCT
cblr-7814	393	48	because	because	SCONJ
cblr-7814	393	49	many	many	ADJ
cblr-7814	393	50	of	of	ADP
cblr-7814	393	51	these	these	DET
cblr-7814	393	52	devices	device	NOUN
cblr-7814	393	53	“	"	PUNCT
cblr-7814	393	54	lack	lack	NOUN
cblr-7814	393	55	input	input	NOUN
cblr-7814	393	56	mechanisms	mechanism	NOUN
cblr-7814	393	57	and	and	CCONJ
cblr-7814	393	58	extensively	extensively	ADV
cblr-7814	393	59	collect	collect	ADJ
cblr-7814	393	60	,	,	PUNCT
cblr-7814	393	61	store	store	NOUN
cblr-7814	393	62	,	,	PUNCT
cblr-7814	393	63	and	and	CCONJ
cblr-7814	393	64	transmit	transmit	VERB
cblr-7814	393	65	personal	personal	ADJ
cblr-7814	393	66	data	datum	NOUN
cblr-7814	393	67	on	on	ADP
cblr-7814	393	68	a	a	DET
cblr-7814	393	69	cloud	cloud	NOUN
cblr-7814	393	70	.	.	PUNCT
cblr-7814	393	71	”	"	PUNCT
cblr-7814	394	1	i	i	PRON
cblr-7814	394	2	d.	d.	PROPN
cblr-7814	394	3	at	at	ADP
cblr-7814	394	4	42–43	42–43	PROPN
cblr-7814	394	5	.	.	PUNCT
cblr-7814	395	1	173	173	NUM
cblr-7814	395	2	see	see	VERB
cblr-7814	395	3	i	i	PRON
cblr-7814	395	4	d.	d.	PROPN
cblr-7814	395	5	at	at	ADP
cblr-7814	395	6	49	49	NUM
cblr-7814	395	7	(	(	PUNCT
cblr-7814	395	8	internal	internal	ADJ
cblr-7814	395	9	quotation	quotation	NOUN
cblr-7814	395	10	marks	mark	NOUN
cblr-7814	395	11	omitted	omit	VERB
cblr-7814	395	12	)	)	PUNCT
cblr-7814	395	13	(	(	PUNCT
cblr-7814	395	14	quoting	quote	VERB
cblr-7814	395	15	gonzales	gonzale	NOUN
cblr-7814	395	16	v.	v.	ADP
cblr-7814	395	17	uber	uber	ADJ
cblr-7814	395	18	techs	tech	NOUN
cblr-7814	395	19	.	.	PUNCT
cblr-7814	395	20	,	,	PUNCT
cblr-7814	395	21	inc	inc	PROPN
cblr-7814	395	22	.	.	PROPN
cblr-7814	395	23	,	,	PUNCT
cblr-7814	395	24	305	305	NUM
cblr-7814	395	25	f.	f.	PROPN
cblr-7814	395	26	supp	supp	PROPN
cblr-7814	395	27	.	.	PUNCT
cblr-7814	396	1	3d	3d	NUM
cblr-7814	396	2	1078	1078	NUM
cblr-7814	396	3	,	,	PUNCT
cblr-7814	396	4	1091	1091	NUM
cblr-7814	396	5	(	(	PUNCT
cblr-7814	396	6	n.d	n.d	PROPN
cblr-7814	396	7	.	.	PROPN
cblr-7814	396	8	cal	cal	PROPN
cblr-7814	396	9	.	.	PUNCT
cblr-7814	396	10	2018	2018	NUM
cblr-7814	396	11	)	)	PUNCT
cblr-7814	396	12	)	)	PUNCT
cblr-7814	396	13	.	.	PUNCT
cblr-7814	397	1	174	174	NUM
cblr-7814	397	2	see	see	VERB
cblr-7814	397	3	i	i	PRON
cblr-7814	397	4	d.	d.	PROPN
cblr-7814	397	5	at	at	ADP
cblr-7814	397	6	49–50	49–50	NUM
cblr-7814	397	7	.	.	PUNCT
cblr-7814	398	1	pedersen	pedersen	NOUN
cblr-7814	398	2	(	(	PUNCT
cblr-7814	398	3	note	note	NOUN
cblr-7814	398	4	)	)	PUNCT
cblr-7814	398	5	1/15/2021	1/15/2021	NUM
cblr-7814	398	6	5:01	5:01	NUM
cblr-7814	398	7	pm	pm	NOUN
cblr-7814	398	8	no	no	INTJ
cblr-7814	398	9	.	.	PUNCT
cblr-7814	399	1	3:1122	3:1122	NUM
cblr-7814	399	2	]	]	X
cblr-7814	399	3	people	people	NOUN
cblr-7814	399	4	analytics	analytic	NOUN
cblr-7814	399	5	and	and	CCONJ
cblr-7814	399	6	individual	individual	ADJ
cblr-7814	399	7	autonomy	autonomy	NOUN
cblr-7814	399	8	1153	1153	NUM
cblr-7814	399	9	of	of	ADP
cblr-7814	399	10	employer	employer	NOUN
cblr-7814	399	11	-	-	PUNCT
cblr-7814	399	12	owned	own	VERB
cblr-7814	399	13	property	property	NOUN
cblr-7814	399	14	during	during	ADP
cblr-7814	399	15	business	business	NOUN
cblr-7814	399	16	hours.175	hours.175	NOUN
cblr-7814	399	17	moreover	moreover	ADV
cblr-7814	399	18	,	,	PUNCT
cblr-7814	399	19	“	"	PUNCT
cblr-7814	399	20	employees	employee	NOUN
cblr-7814	399	21	routinely	routinely	ADV
cblr-7814	399	22	sacrifice	sacrifice	VERB
cblr-7814	399	23	personal	personal	ADJ
cblr-7814	399	24	privacy	privacy	NOUN
cblr-7814	399	25	for	for	ADP
cblr-7814	399	26	the	the	DET
cblr-7814	399	27	sake	sake	NOUN
cblr-7814	399	28	of	of	ADP
cblr-7814	399	29	convenience,”176	convenience,”176	NOUN
cblr-7814	399	30	contributing	contribute	VERB
cblr-7814	399	31	to	to	ADP
cblr-7814	399	32	the	the	DET
cblr-7814	399	33	erosion	erosion	NOUN
cblr-7814	399	34	of	of	ADP
cblr-7814	399	35	the	the	DET
cblr-7814	399	36	privacy	privacy	NOUN
cblr-7814	399	37	norm	norm	NOUN
cblr-7814	399	38	and	and	CCONJ
cblr-7814	399	39	thereby	thereby	ADV
cblr-7814	399	40	narrowing	narrow	VERB
cblr-7814	399	41	the	the	DET
cblr-7814	399	42	“	"	PUNCT
cblr-7814	399	43	reasonable	reasonable	ADJ
cblr-7814	399	44	”	"	PUNCT
cblr-7814	399	45	sphere	sphere	NOUN
cblr-7814	399	46	of	of	ADP
cblr-7814	399	47	privacy	privacy	NOUN
cblr-7814	399	48	.	.	PUNCT
cblr-7814	400	1	for	for	ADP
cblr-7814	400	2	instance	instance	NOUN
cblr-7814	400	3	,	,	PUNCT
cblr-7814	400	4	employers	employer	NOUN
cblr-7814	400	5	may	may	AUX
cblr-7814	400	6	use	use	VERB
cblr-7814	400	7	data	datum	NOUN
cblr-7814	400	8	obtained	obtain	VERB
cblr-7814	400	9	from	from	ADP
cblr-7814	400	10	workplace	workplace	NOUN
cblr-7814	400	11	wellness	wellness	NOUN
cblr-7814	400	12	programs	program	NOUN
cblr-7814	400	13	and	and	CCONJ
cblr-7814	400	14	wearable	wearable	ADJ
cblr-7814	400	15	technologies	technology	NOUN
cblr-7814	400	16	to	to	PART
cblr-7814	400	17	run	run	VERB
cblr-7814	400	18	predictive	predictive	ADJ
cblr-7814	400	19	analytics	analytic	NOUN
cblr-7814	400	20	assessing	assess	VERB
cblr-7814	400	21	employees	employee	NOUN
cblr-7814	400	22	’	’	PART
cblr-7814	400	23	risk	risk	NOUN
cblr-7814	400	24	of	of	ADP
cblr-7814	400	25	future	future	NOUN
cblr-7814	400	26	injury.177	injury.177	ADV
cblr-7814	400	27	without	without	ADP
cblr-7814	400	28	the	the	DET
cblr-7814	400	29	worker	worker	NOUN
cblr-7814	400	30	’s	’s	PART
cblr-7814	400	31	knowledge	knowledge	NOUN
cblr-7814	400	32	or	or	CCONJ
cblr-7814	400	33	consent	consent	NOUN
cblr-7814	400	34	,	,	PUNCT
cblr-7814	400	35	employers	employer	NOUN
cblr-7814	400	36	could	could	AUX
cblr-7814	400	37	use	use	VERB
cblr-7814	400	38	these	these	DET
cblr-7814	400	39	data	datum	NOUN
cblr-7814	400	40	not	not	PART
cblr-7814	400	41	only	only	ADV
cblr-7814	400	42	to	to	PART
cblr-7814	400	43	determine	determine	VERB
cblr-7814	400	44	the	the	DET
cblr-7814	400	45	worker	worker	NOUN
cblr-7814	400	46	’s	’s	PART
cblr-7814	400	47	compensation	compensation	NOUN
cblr-7814	400	48	but	but	CCONJ
cblr-7814	400	49	also	also	ADV
cblr-7814	400	50	to	to	PART
cblr-7814	400	51	influence	influence	VERB
cblr-7814	400	52	the	the	DET
cblr-7814	400	53	employers	employer	NOUN
cblr-7814	400	54	’	’	PART
cblr-7814	400	55	promotion	promotion	NOUN
cblr-7814	400	56	,	,	PUNCT
cblr-7814	400	57	training	training	NOUN
cblr-7814	400	58	,	,	PUNCT
cblr-7814	400	59	and	and	CCONJ
cblr-7814	400	60	termination	termination	NOUN
cblr-7814	400	61	decisions.178an	decisions.178an	ADJ
cblr-7814	400	62	algorithm	algorithm	NOUN
cblr-7814	400	63	might	might	AUX
cblr-7814	400	64	flag	flag	VERB
cblr-7814	400	65	an	an	DET
cblr-7814	400	66	employee	employee	NOUN
cblr-7814	400	67	due	due	ADP
cblr-7814	400	68	to	to	ADP
cblr-7814	400	69	her	her	PRON
cblr-7814	400	70	weight	weight	NOUN
cblr-7814	400	71	or	or	CCONJ
cblr-7814	400	72	her	her	PRON
cblr-7814	400	73	addiction	addiction	NOUN
cblr-7814	400	74	to	to	ADP
cblr-7814	400	75	cigarettes	cigarette	NOUN
cblr-7814	400	76	,	,	PUNCT
cblr-7814	400	77	without	without	ADP
cblr-7814	400	78	hindrance	hindrance	NOUN
cblr-7814	400	79	from	from	ADP
cblr-7814	400	80	federal	federal	ADJ
cblr-7814	400	81	law.179	law.179	NOUN
cblr-7814	400	82	moreover	moreover	ADV
cblr-7814	400	83	,	,	PUNCT
cblr-7814	400	84	employers	employer	NOUN
cblr-7814	400	85	“	"	PUNCT
cblr-7814	400	86	frequently	frequently	ADV
cblr-7814	400	87	[	[	X
cblr-7814	400	88	sell	sell	VERB
cblr-7814	400	89	wearable	wearable	ADJ
cblr-7814	400	90	data	datum	NOUN
cblr-7814	400	91	]	]	PUNCT
cblr-7814	400	92	to	to	ADP
cblr-7814	400	93	third	third	ADJ
cblr-7814	400	94	parties	party	NOUN
cblr-7814	400	95	without	without	ADP
cblr-7814	400	96	the	the	DET
cblr-7814	400	97	employee	employee	NOUN
cblr-7814	400	98	’s	’s	PART
cblr-7814	400	99	knowledge	knowledge	NOUN
cblr-7814	400	100	or	or	CCONJ
cblr-7814	400	101	consent	consent	NOUN
cblr-7814	400	102	.	.	PUNCT
cblr-7814	401	1	”180	”180	ADJ
cblr-7814	401	2	traditional	traditional	ADJ
cblr-7814	401	3	forms	form	NOUN
cblr-7814	401	4	of	of	ADP
cblr-7814	401	5	privacy	privacy	NOUN
cblr-7814	401	6	protection	protection	NOUN
cblr-7814	401	7	are	be	AUX
cblr-7814	401	8	unlikely	unlikely	ADJ
cblr-7814	401	9	to	to	PART
cblr-7814	401	10	protect	protect	VERB
cblr-7814	401	11	workers	worker	NOUN
cblr-7814	401	12	from	from	ADP
cblr-7814	401	13	biased	biased	ADJ
cblr-7814	401	14	or	or	CCONJ
cblr-7814	401	15	arbitrary	arbitrary	ADJ
cblr-7814	401	16	predictions	prediction	NOUN
cblr-7814	401	17	of	of	ADP
cblr-7814	401	18	people	people	NOUN
cblr-7814	401	19	analytics	analytic	NOUN
cblr-7814	401	20	algorithms.181	algorithms.181	VERB
cblr-7814	401	21	long	long	ADJ
cblr-7814	401	22	-	-	PUNCT
cblr-7814	401	23	term	term	NOUN
cblr-7814	401	24	data	datum	NOUN
cblr-7814	401	25	tracking	tracking	NOUN
cblr-7814	401	26	and	and	CCONJ
cblr-7814	401	27	analysis	analysis	NOUN
cblr-7814	401	28	by	by	ADP
cblr-7814	401	29	private	private	ADJ
cblr-7814	401	30	parties	party	NOUN
cblr-7814	401	31	“	"	PUNCT
cblr-7814	401	32	is	be	AUX
cblr-7814	401	33	now	now	ADV
cblr-7814	401	34	ubiquitous	ubiquitous	ADJ
cblr-7814	401	35	and	and	CCONJ
cblr-7814	401	36	fundamentally	fundamentally	ADV
cblr-7814	401	37	unavoidable	unavoidable	ADJ
cblr-7814	401	38	.	.	PUNCT
cblr-7814	401	39	”182	”182	PROPN
cblr-7814	402	1	the	the	DET
cblr-7814	402	2	privacy	privacy	NOUN
cblr-7814	402	3	challenges	challenge	VERB
cblr-7814	402	4	from	from	ADP
cblr-7814	402	5	data	data	NOUN
cblr-7814	402	6	aggregation	aggregation	NOUN
cblr-7814	402	7	presented	present	VERB
cblr-7814	402	8	by	by	ADP
cblr-7814	402	9	diverse	diverse	ADJ
cblr-7814	402	10	sources	source	NOUN
cblr-7814	402	11	extend	extend	VERB
cblr-7814	402	12	beyond	beyond	ADP
cblr-7814	402	13	the	the	DET
cblr-7814	402	14	information	information	NOUN
cblr-7814	402	15	gleaned	glean	VERB
cblr-7814	402	16	from	from	ADP
cblr-7814	402	17	by	by	ADP
cblr-7814	402	18	individual	individual	ADJ
cblr-7814	402	19	data	datum	NOUN
cblr-7814	402	20	streams	stream	NOUN
cblr-7814	402	21	.	.	PUNCT
cblr-7814	403	1	by	by	ADP
cblr-7814	403	2	combining	combine	VERB
cblr-7814	403	3	substantial	substantial	ADJ
cblr-7814	403	4	quantities	quantity	NOUN
cblr-7814	403	5	of	of	ADP
cblr-7814	403	6	data	datum	NOUN
cblr-7814	403	7	from	from	ADP
cblr-7814	403	8	a	a	DET
cblr-7814	403	9	wide	wide	ADJ
cblr-7814	403	10	variety	variety	NOUN
cblr-7814	403	11	of	of	ADP
cblr-7814	403	12	sources	source	NOUN
cblr-7814	403	13	and	and	CCONJ
cblr-7814	403	14	mining	mine	VERB
cblr-7814	403	15	the	the	DET
cblr-7814	403	16	data	datum	NOUN
cblr-7814	403	17	through	through	ADP
cblr-7814	403	18	analytics	analytic	NOUN
cblr-7814	403	19	processes	process	NOUN
cblr-7814	403	20	that	that	PRON
cblr-7814	403	21	identify	identify	VERB
cblr-7814	403	22	implicit	implicit	ADJ
cblr-7814	403	23	patterns	pattern	NOUN
cblr-7814	403	24	,	,	PUNCT
cblr-7814	403	25	employers	employer	NOUN
cblr-7814	403	26	can	can	AUX
cblr-7814	403	27	uncover	uncover	VERB
cblr-7814	403	28	“	"	PUNCT
cblr-7814	403	29	‘	'	PUNCT
cblr-7814	403	30	new	new	ADJ
cblr-7814	403	31	facts	fact	NOUN
cblr-7814	403	32	,	,	PUNCT
cblr-7814	403	33	’	'	PUNCT
cblr-7814	403	34	relationships	relationship	NOUN
cblr-7814	403	35	,	,	PUNCT
cblr-7814	403	36	or	or	CCONJ
cblr-7814	403	37	associations	association	NOUN
cblr-7814	403	38	about	about	ADP
cblr-7814	403	39	a	a	DET
cblr-7814	403	40	person	person	NOUN
cblr-7814	403	41	,	,	PUNCT
cblr-7814	403	42	placing	place	VERB
cblr-7814	403	43	that	that	DET
cblr-7814	403	44	person	person	NOUN
cblr-7814	403	45	in	in	ADP
cblr-7814	403	46	a	a	DET
cblr-7814	403	47	‘	'	PUNCT
cblr-7814	403	48	newly	newly	ADV
cblr-7814	403	49	discovered	discover	VERB
cblr-7814	403	50	’	'	PUNCT
cblr-7814	403	51	category	category	NOUN
cblr-7814	403	52	or	or	CCONJ
cblr-7814	403	53	group	group	NOUN
cblr-7814	403	54	.	.	PUNCT
cblr-7814	403	55	”183	”183	PROPN
cblr-7814	404	1	175	175	NUM
cblr-7814	404	2	see	see	VERB
cblr-7814	404	3	i	i	PRON
cblr-7814	404	4	d.	d.	PROPN
cblr-7814	404	5	at	at	ADP
cblr-7814	404	6	50	50	NUM
cblr-7814	404	7	&	&	CCONJ
cblr-7814	404	8	n.248	n.248	NOUN
cblr-7814	404	9	.	.	PUNCT
cblr-7814	405	1	176	176	NUM
cblr-7814	405	2	eisenstadt	eisenstadt	NOUN
cblr-7814	405	3	,	,	PUNCT
cblr-7814	405	4	supra	supra	PROPN
cblr-7814	405	5	note	note	NOUN
cblr-7814	405	6	39	39	NUM
cblr-7814	405	7	,	,	PUNCT
cblr-7814	405	8	at	at	ADP
cblr-7814	405	9	470	470	NUM
cblr-7814	405	10	.	.	PUNCT
cblr-7814	406	1	177	177	NUM
cblr-7814	406	2	ajunwa	ajunwa	ADJ
cblr-7814	407	1	,	,	PUNCT
cblr-7814	407	2	supra	supra	PROPN
cblr-7814	407	3	note	note	NOUN
cblr-7814	407	4	60	60	NUM
cblr-7814	407	5	,	,	PUNCT
cblr-7814	407	6	at	at	ADP
cblr-7814	407	7	51	51	NUM
cblr-7814	407	8	.	.	NOUN
cblr-7814	407	9	178	178	NUM
cblr-7814	407	10	see	see	VERB
cblr-7814	407	11	i	i	PRON
cblr-7814	407	12	d.	d.	PROPN
cblr-7814	407	13	179	179	NUM
cblr-7814	408	1	i	i	PRON
cblr-7814	408	2	d.	d.	PROPN
cblr-7814	408	3	180	180	NUM
cblr-7814	408	4	see	see	VERB
cblr-7814	408	5	i	i	PRON
cblr-7814	408	6	d.	d.	PROPN
cblr-7814	408	7	181	181	NUM
cblr-7814	408	8	see	see	VERB
cblr-7814	408	9	kim	kim	PROPN
cblr-7814	408	10	,	,	PUNCT
cblr-7814	408	11	supra	supra	PROPN
cblr-7814	408	12	note	note	PROPN
cblr-7814	408	13	23	23	NUM
cblr-7814	408	14	,	,	PUNCT
cblr-7814	408	15	at	at	ADP
cblr-7814	408	16	897–98	897–98	NUM
cblr-7814	408	17	.	.	PUNCT
cblr-7814	409	1	182	182	NUM
cblr-7814	409	2	see	see	VERB
cblr-7814	409	3	sprague	sprague	NOUN
cblr-7814	409	4	,	,	PUNCT
cblr-7814	409	5	supra	supra	PROPN
cblr-7814	409	6	note	note	PROPN
cblr-7814	409	7	14	14	NUM
cblr-7814	409	8	,	,	PUNCT
cblr-7814	409	9	at	at	ADP
cblr-7814	409	10	25	25	NUM
cblr-7814	409	11	.	.	NUM
cblr-7814	409	12	183	183	NUM
cblr-7814	410	1	i	i	PRON
cblr-7814	410	2	d.	d.	PROPN
cblr-7814	410	3	at	at	ADP
cblr-7814	410	4	20	20	NUM
cblr-7814	410	5	(	(	PUNCT
cblr-7814	410	6	quoting	quote	VERB
cblr-7814	410	7	herman	herman	PROPN
cblr-7814	410	8	t.	t.	PROPN
cblr-7814	410	9	tavani	tavani	PROPN
cblr-7814	410	10	,	,	PUNCT
cblr-7814	410	11	ethics	ethic	NOUN
cblr-7814	410	12	and	and	CCONJ
cblr-7814	410	13	technology	technology	NOUN
cblr-7814	410	14	:	:	PUNCT
cblr-7814	410	15	controversies	controversy	NOUN
cblr-7814	410	16	,	,	PUNCT
cblr-7814	410	17	questions	question	NOUN
cblr-7814	410	18	,	,	PUNCT
cblr-7814	410	19	and	and	CCONJ
cblr-7814	410	20	strategies	strategy	NOUN
cblr-7814	410	21	for	for	ADP
cblr-7814	410	22	ethical	ethical	ADJ
cblr-7814	410	23	computing	compute	VERB
cblr-7814	410	24	151	151	NUM
cblr-7814	410	25	(	(	PUNCT
cblr-7814	410	26	4th	4th	ADJ
cblr-7814	410	27	ed	ed	NOUN
cblr-7814	410	28	.	.	PROPN
cblr-7814	410	29	2013	2013	NUM
cblr-7814	410	30	)	)	PUNCT
cblr-7814	410	31	)	)	PUNCT
cblr-7814	410	32	.	.	PUNCT
cblr-7814	411	1	pedersen	pedersen	NOUN
cblr-7814	411	2	(	(	PUNCT
cblr-7814	411	3	note	note	NOUN
cblr-7814	411	4	)	)	PUNCT
cblr-7814	411	5	1/15/2021	1/15/2021	NUM
cblr-7814	411	6	5:01	5:01	NUM
cblr-7814	411	7	pm	pm	PROPN
cblr-7814	411	8	1154	1154	NUM
cblr-7814	411	9	columbia	columbia	PROPN
cblr-7814	411	10	business	business	NOUN
cblr-7814	411	11	law	law	PROPN
cblr-7814	411	12	review	review	NOUN
cblr-7814	411	13	[	[	X
cblr-7814	411	14	vol	vol	NOUN
cblr-7814	411	15	.	.	PUNCT
cblr-7814	411	16	2020	2020	NUM
cblr-7814	411	17	thus	thus	ADV
cblr-7814	411	18	,	,	PUNCT
cblr-7814	411	19	“	"	PUNCT
cblr-7814	411	20	the	the	DET
cblr-7814	411	21	disclosure	disclosure	NOUN
cblr-7814	411	22	of	of	ADP
cblr-7814	411	23	relatively	relatively	ADV
cblr-7814	411	24	trivial	trivial	ADJ
cblr-7814	411	25	bits	bit	NOUN
cblr-7814	411	26	of	of	ADP
cblr-7814	411	27	information	information	NOUN
cblr-7814	411	28	may	may	AUX
cblr-7814	411	29	reveal	reveal	VERB
cblr-7814	411	30	far	far	ADV
cblr-7814	411	31	more	more	ADV
cblr-7814	411	32	sensitive	sensitive	ADJ
cblr-7814	411	33	information	information	NOUN
cblr-7814	411	34	when	when	SCONJ
cblr-7814	411	35	data	datum	NOUN
cblr-7814	411	36	is	be	AUX
cblr-7814	411	37	aggregated	aggregate	VERB
cblr-7814	411	38	and	and	CCONJ
cblr-7814	411	39	analyzed	analyze	VERB
cblr-7814	411	40	.	.	PUNCT
cblr-7814	412	1	”184	”184	NOUN
cblr-7814	412	2	some	some	PRON
cblr-7814	412	3	have	have	AUX
cblr-7814	412	4	suggested	suggest	VERB
cblr-7814	412	5	that	that	SCONJ
cblr-7814	412	6	the	the	DET
cblr-7814	412	7	fair	fair	ADJ
cblr-7814	412	8	credit	credit	NOUN
cblr-7814	412	9	reporting	reporting	NOUN
cblr-7814	412	10	act	act	NOUN
cblr-7814	412	11	(	(	PUNCT
cblr-7814	412	12	fcra	fcra	NOUN
cblr-7814	412	13	)	)	PUNCT
cblr-7814	412	14	may	may	AUX
cblr-7814	412	15	provide	provide	VERB
cblr-7814	412	16	a	a	DET
cblr-7814	412	17	helpful	helpful	ADJ
cblr-7814	412	18	model	model	NOUN
cblr-7814	412	19	for	for	ADP
cblr-7814	412	20	regulating	regulate	VERB
cblr-7814	412	21	predictive	predictive	ADJ
cblr-7814	412	22	analytics	analytic	NOUN
cblr-7814	412	23	in	in	ADP
cblr-7814	412	24	the	the	DET
cblr-7814	412	25	workplace.185	workplace.185	ADJ
cblr-7814	412	26	“	"	PUNCT
cblr-7814	412	27	the	the	DET
cblr-7814	412	28	fcra	fcra	NOUN
cblr-7814	412	29	requires	require	VERB
cblr-7814	412	30	an	an	DET
cblr-7814	412	31	employer	employer	NOUN
cblr-7814	412	32	to	to	PART
cblr-7814	412	33	obtain	obtain	VERB
cblr-7814	412	34	an	an	DET
cblr-7814	412	35	applicant	applicant	NOUN
cblr-7814	412	36	’s	’s	PART
cblr-7814	412	37	consent	consent	NOUN
cblr-7814	412	38	before	before	SCONJ
cblr-7814	412	39	it	it	PRON
cblr-7814	412	40	accesses	access	VERB
cblr-7814	412	41	a	a	DET
cblr-7814	412	42	consumer	consumer	NOUN
cblr-7814	412	43	report	report	NOUN
cblr-7814	412	44	,	,	PUNCT
cblr-7814	412	45	to	to	PART
cblr-7814	412	46	provide	provide	VERB
cblr-7814	412	47	notice	notice	NOUN
cblr-7814	412	48	of	of	ADP
cblr-7814	412	49	an	an	DET
cblr-7814	412	50	adverse	adverse	ADJ
cblr-7814	412	51	action	action	NOUN
cblr-7814	412	52	based	base	VERB
cblr-7814	412	53	on	on	ADP
cblr-7814	412	54	a	a	DET
cblr-7814	412	55	consumer	consumer	NOUN
cblr-7814	412	56	report	report	NOUN
cblr-7814	412	57	along	along	ADP
cblr-7814	412	58	with	with	ADP
cblr-7814	412	59	a	a	DET
cblr-7814	412	60	copy	copy	NOUN
cblr-7814	412	61	of	of	ADP
cblr-7814	412	62	the	the	DET
cblr-7814	412	63	report	report	NOUN
cblr-7814	412	64	,	,	PUNCT
cblr-7814	412	65	and	and	CCONJ
cblr-7814	412	66	to	to	PART
cblr-7814	412	67	provide	provide	VERB
cblr-7814	412	68	information	information	NOUN
cblr-7814	412	69	about	about	ADP
cblr-7814	412	70	the	the	DET
cblr-7814	412	71	individual	individual	NOUN
cblr-7814	412	72	’s	’s	PART
cblr-7814	412	73	rights	right	NOUN
cblr-7814	412	74	to	to	PART
cblr-7814	412	75	dispute	dispute	VERB
cblr-7814	412	76	the	the	DET
cblr-7814	412	77	report	report	NOUN
cblr-7814	412	78	’s	’s	PART
cblr-7814	412	79	accuracy	accuracy	NOUN
cblr-7814	412	80	.	.	PUNCT
cblr-7814	413	1	”186	”186	PROPN
cblr-7814	413	2	currently	currently	ADV
cblr-7814	413	3	,	,	PUNCT
cblr-7814	413	4	the	the	DET
cblr-7814	413	5	fcra	fcra	NOUN
cblr-7814	413	6	“	"	PUNCT
cblr-7814	413	7	put[s	put[s	PROPN
cblr-7814	413	8	]	]	X
cblr-7814	413	9	few	few	ADJ
cblr-7814	413	10	obstacles	obstacle	NOUN
cblr-7814	413	11	in	in	ADP
cblr-7814	413	12	the	the	DET
cblr-7814	413	13	path	path	NOUN
cblr-7814	413	14	”	"	PUNCT
cblr-7814	413	15	of	of	ADP
cblr-7814	413	16	employers	employer	NOUN
cblr-7814	413	17	using	use	VERB
cblr-7814	413	18	“	"	PUNCT
cblr-7814	413	19	consumer	consumer	NOUN
cblr-7814	413	20	data	datum	NOUN
cblr-7814	413	21	to	to	PART
cblr-7814	413	22	make	make	VERB
cblr-7814	413	23	personnel	personnel	NOUN
cblr-7814	413	24	decisions	decision	NOUN
cblr-7814	413	25	.	.	PUNCT
cblr-7814	413	26	”187	”187	PUNCT
cblr-7814	414	1	moreover	moreover	ADV
cblr-7814	414	2	,	,	PUNCT
cblr-7814	414	3	critics	critic	NOUN
cblr-7814	414	4	have	have	AUX
cblr-7814	414	5	flagged	flag	VERB
cblr-7814	414	6	several	several	ADJ
cblr-7814	414	7	flaws	flaw	NOUN
cblr-7814	414	8	in	in	ADP
cblr-7814	414	9	the	the	DET
cblr-7814	414	10	fcra	fcra	NOUN
cblr-7814	414	11	system	system	NOUN
cblr-7814	414	12	that	that	PRON
cblr-7814	414	13	are	be	AUX
cblr-7814	414	14	likely	likely	ADJ
cblr-7814	414	15	to	to	PART
cblr-7814	414	16	affect	affect	VERB
cblr-7814	414	17	fcra	fcra	NOUN
cblr-7814	414	18	-	-	PUNCT
cblr-7814	414	19	style	style	NOUN
cblr-7814	414	20	regulation	regulation	NOUN
cblr-7814	414	21	of	of	ADP
cblr-7814	414	22	people	people	NOUN
cblr-7814	414	23	analytics	analytic	NOUN
cblr-7814	414	24	.	.	PUNCT
cblr-7814	415	1	for	for	ADP
cblr-7814	415	2	instance	instance	NOUN
cblr-7814	415	3	,	,	PUNCT
cblr-7814	415	4	notice	notice	VERB
cblr-7814	415	5	and	and	CCONJ
cblr-7814	415	6	consent	consent	VERB
cblr-7814	415	7	provide	provide	VERB
cblr-7814	415	8	doubtful	doubtful	ADJ
cblr-7814	415	9	protection	protection	NOUN
cblr-7814	415	10	for	for	ADP
cblr-7814	415	11	privacy	privacy	NOUN
cblr-7814	415	12	interests	interest	NOUN
cblr-7814	415	13	.	.	PUNCT
cblr-7814	416	1	“	"	PUNCT
cblr-7814	416	2	[	[	X
cblr-7814	416	3	a]pplicants	a]pplicant	NOUN
cblr-7814	416	4	have	have	VERB
cblr-7814	416	5	little	little	ADJ
cblr-7814	416	6	choice	choice	NOUN
cblr-7814	416	7	but	but	SCONJ
cblr-7814	416	8	to	to	PART
cblr-7814	416	9	consent	consent	VERB
cblr-7814	416	10	to	to	ADP
cblr-7814	416	11	the	the	DET
cblr-7814	416	12	use	use	NOUN
cblr-7814	416	13	of	of	ADP
cblr-7814	416	14	credit	credit	NOUN
cblr-7814	416	15	reports	report	NOUN
cblr-7814	416	16	if	if	SCONJ
cblr-7814	416	17	they	they	PRON
cblr-7814	416	18	wish	wish	VERB
cblr-7814	416	19	to	to	PART
cblr-7814	416	20	be	be	AUX
cblr-7814	416	21	considered	consider	VERB
cblr-7814	416	22	for	for	ADP
cblr-7814	416	23	a	a	DET
cblr-7814	416	24	job,”188	job,”188	PROPN
cblr-7814	416	25	and	and	CCONJ
cblr-7814	416	26	the	the	DET
cblr-7814	416	27	same	same	ADJ
cblr-7814	416	28	may	may	AUX
cblr-7814	416	29	be	be	AUX
cblr-7814	416	30	true	true	ADJ
cblr-7814	416	31	of	of	ADP
cblr-7814	416	32	consent	consent	NOUN
cblr-7814	416	33	to	to	ADP
cblr-7814	416	34	people	people	NOUN
cblr-7814	416	35	analytics	analytic	NOUN
cblr-7814	416	36	.	.	PUNCT
cblr-7814	417	1	further	far	ADV
cblr-7814	417	2	,	,	PUNCT
cblr-7814	417	3	because	because	SCONJ
cblr-7814	417	4	of	of	ADP
cblr-7814	417	5	the	the	DET
cblr-7814	417	6	scope	scope	NOUN
cblr-7814	417	7	of	of	ADP
cblr-7814	417	8	big	big	ADJ
cblr-7814	417	9	data	datum	NOUN
cblr-7814	417	10	analytics	analytic	NOUN
cblr-7814	417	11	today	today	NOUN
cblr-7814	417	12	,	,	PUNCT
cblr-7814	417	13	the	the	DET
cblr-7814	417	14	“	"	PUNCT
cblr-7814	417	15	consent	consent	NOUN
cblr-7814	417	16	obtained	obtain	VERB
cblr-7814	417	17	at	at	ADP
cblr-7814	417	18	the	the	DET
cblr-7814	417	19	moment	moment	NOUN
cblr-7814	417	20	data	datum	NOUN
cblr-7814	417	21	is	be	AUX
cblr-7814	417	22	collected	collect	VERB
cblr-7814	417	23	is	be	AUX
cblr-7814	417	24	not	not	PART
cblr-7814	417	25	meaningful	meaningful	ADJ
cblr-7814	417	26	,	,	PUNCT
cblr-7814	417	27	given	give	VERB
cblr-7814	417	28	that	that	SCONJ
cblr-7814	417	29	it	it	PRON
cblr-7814	417	30	is	be	AUX
cblr-7814	417	31	184	184	NUM
cblr-7814	417	32	kim	kim	PROPN
cblr-7814	417	33	,	,	PUNCT
cblr-7814	417	34	supra	supra	PROPN
cblr-7814	417	35	note	note	PROPN
cblr-7814	417	36	23	23	NUM
cblr-7814	417	37	,	,	PUNCT
cblr-7814	417	38	at	at	ADP
cblr-7814	417	39	900	900	NUM
cblr-7814	417	40	.	.	PUNCT
cblr-7814	418	1	the	the	DET
cblr-7814	418	2	judiciary	judiciary	NOUN
cblr-7814	418	3	has	have	AUX
cblr-7814	418	4	begun	begin	VERB
cblr-7814	418	5	to	to	PART
cblr-7814	418	6	recognize	recognize	VERB
cblr-7814	418	7	the	the	DET
cblr-7814	418	8	intrusive	intrusive	ADJ
cblr-7814	418	9	potential	potential	NOUN
cblr-7814	418	10	of	of	ADP
cblr-7814	418	11	stored	store	VERB
cblr-7814	418	12	data	datum	NOUN
cblr-7814	418	13	and	and	CCONJ
cblr-7814	418	14	inferences	inference	NOUN
cblr-7814	418	15	derived	derive	VERB
cblr-7814	418	16	from	from	ADP
cblr-7814	418	17	analysis	analysis	NOUN
cblr-7814	418	18	of	of	ADP
cblr-7814	418	19	that	that	DET
cblr-7814	418	20	data	data	NOUN
cblr-7814	418	21	.	.	PUNCT
cblr-7814	419	1	in	in	ADP
cblr-7814	419	2	one	one	NUM
cblr-7814	419	3	fourth	fourth	ADJ
cblr-7814	419	4	amendment	amendment	NOUN
cblr-7814	419	5	case	case	NOUN
cblr-7814	419	6	,	,	PUNCT
cblr-7814	419	7	chief	chief	ADJ
cblr-7814	419	8	justice	justice	NOUN
cblr-7814	419	9	roberts	roberts	PROPN
cblr-7814	419	10	noted	note	VERB
cblr-7814	419	11	that	that	SCONJ
cblr-7814	419	12	[	[	X
cblr-7814	419	13	a]n	a]n	NOUN
cblr-7814	419	14	internet	internet	NOUN
cblr-7814	419	15	search	search	NOUN
cblr-7814	419	16	and	and	CCONJ
cblr-7814	419	17	browsing	browse	VERB
cblr-7814	419	18	history	history	NOUN
cblr-7814	419	19	.	.	PUNCT
cblr-7814	419	20	.	.	PUNCT
cblr-7814	419	21	.	.	PUNCT
cblr-7814	420	1	could	could	AUX
cblr-7814	420	2	reveal	reveal	VERB
cblr-7814	420	3	an	an	DET
cblr-7814	420	4	individual	individual	NOUN
cblr-7814	420	5	’s	’s	PART
cblr-7814	420	6	private	private	ADJ
cblr-7814	420	7	interests	interest	NOUN
cblr-7814	420	8	or	or	CCONJ
cblr-7814	420	9	concerns	concern	NOUN
cblr-7814	420	10	.	.	PUNCT
cblr-7814	420	11	.	.	PUNCT
cblr-7814	420	12	.	.	PUNCT
cblr-7814	421	1	.	.	PUNCT
cblr-7814	422	1	data	datum	NOUN
cblr-7814	422	2	on	on	ADP
cblr-7814	422	3	a	a	DET
cblr-7814	422	4	cell	cell	NOUN
cblr-7814	422	5	phone	phone	NOUN
cblr-7814	422	6	can	can	AUX
cblr-7814	422	7	also	also	ADV
cblr-7814	422	8	reveal	reveal	VERB
cblr-7814	422	9	where	where	SCONJ
cblr-7814	422	10	a	a	DET
cblr-7814	422	11	person	person	NOUN
cblr-7814	422	12	has	have	AUX
cblr-7814	422	13	been	be	AUX
cblr-7814	422	14	.	.	PUNCT
cblr-7814	423	1	historic	historic	ADJ
cblr-7814	423	2	location	location	NOUN
cblr-7814	423	3	information	information	NOUN
cblr-7814	423	4	.	.	PUNCT
cblr-7814	423	5	.	.	PUNCT
cblr-7814	423	6	.	.	PUNCT
cblr-7814	424	1	can	can	AUX
cblr-7814	424	2	reconstruct	reconstruct	VERB
cblr-7814	424	3	someone	someone	PRON
cblr-7814	424	4	’s	’s	PART
cblr-7814	424	5	specific	specific	ADJ
cblr-7814	424	6	movements	movement	NOUN
cblr-7814	424	7	down	down	ADV
cblr-7814	424	8	to	to	ADP
cblr-7814	424	9	the	the	DET
cblr-7814	424	10	minute	minute	NOUN
cblr-7814	424	11	,	,	PUNCT
cblr-7814	424	12	not	not	PART
cblr-7814	424	13	only	only	ADV
cblr-7814	424	14	around	around	ADP
cblr-7814	424	15	town	town	NOUN
cblr-7814	424	16	but	but	CCONJ
cblr-7814	424	17	also	also	ADV
cblr-7814	424	18	within	within	ADP
cblr-7814	424	19	a	a	DET
cblr-7814	424	20	particular	particular	ADJ
cblr-7814	424	21	building	building	NOUN
cblr-7814	424	22	.	.	PUNCT
cblr-7814	425	1	riley	riley	PROPN
cblr-7814	425	2	v.	v.	ADP
cblr-7814	425	3	california	california	PROPN
cblr-7814	425	4	,	,	PUNCT
cblr-7814	425	5	573	573	NUM
cblr-7814	425	6	u.s	u.s	PROPN
cblr-7814	425	7	.	.	PROPN
cblr-7814	425	8	373	373	NUM
cblr-7814	425	9	,	,	PUNCT
cblr-7814	425	10	395–96	395–96	NUM
cblr-7814	425	11	(	(	PUNCT
cblr-7814	425	12	2014	2014	NUM
cblr-7814	425	13	)	)	PUNCT
cblr-7814	425	14	.	.	PUNCT
cblr-7814	426	1	185	185	NUM
cblr-7814	426	2	see	see	VERB
cblr-7814	426	3	sprague	sprague	NOUN
cblr-7814	426	4	,	,	PUNCT
cblr-7814	426	5	supra	supra	PROPN
cblr-7814	426	6	note	note	PROPN
cblr-7814	426	7	14	14	NUM
cblr-7814	426	8	,	,	PUNCT
cblr-7814	426	9	at	at	ADP
cblr-7814	426	10	42–43	42–43	NUM
cblr-7814	426	11	(	(	PUNCT
cblr-7814	426	12	suggesting	suggest	VERB
cblr-7814	426	13	the	the	DET
cblr-7814	426	14	model	model	NOUN
cblr-7814	426	15	and	and	CCONJ
cblr-7814	426	16	possible	possible	ADJ
cblr-7814	426	17	extensions	extension	NOUN
cblr-7814	426	18	)	)	PUNCT
cblr-7814	426	19	.	.	PUNCT
cblr-7814	427	1	186	186	NUM
cblr-7814	427	2	kim	kim	PROPN
cblr-7814	427	3	,	,	PUNCT
cblr-7814	427	4	supra	supra	PROPN
cblr-7814	427	5	note	note	PROPN
cblr-7814	427	6	23	23	NUM
cblr-7814	427	7	,	,	PUNCT
cblr-7814	427	8	at	at	ADP
cblr-7814	427	9	899	899	NUM
cblr-7814	427	10	(	(	PUNCT
cblr-7814	427	11	footnote	footnote	NOUN
cblr-7814	427	12	omitted	omit	VERB
cblr-7814	427	13	)	)	PUNCT
cblr-7814	427	14	.	.	PUNCT
cblr-7814	428	1	187	187	NUM
cblr-7814	429	1	i	i	PRON
cblr-7814	429	2	d.	d.	PROPN
cblr-7814	429	3	188	188	NUM
cblr-7814	429	4	i	i	PROPN
cblr-7814	429	5	d.	d.	PROPN
cblr-7814	429	6	pedersen	pedersen	PROPN
cblr-7814	429	7	(	(	PUNCT
cblr-7814	429	8	note	note	NOUN
cblr-7814	429	9	)	)	PUNCT
cblr-7814	429	10	1/15/2021	1/15/2021	NUM
cblr-7814	429	11	5:01	5:01	NUM
cblr-7814	429	12	pm	pm	NOUN
cblr-7814	429	13	no	no	INTJ
cblr-7814	429	14	.	.	PUNCT
cblr-7814	430	1	3:1122	3:1122	NUM
cblr-7814	430	2	]	]	X
cblr-7814	430	3	people	people	NOUN
cblr-7814	430	4	analytics	analytic	NOUN
cblr-7814	430	5	and	and	CCONJ
cblr-7814	430	6	individual	individual	ADJ
cblr-7814	430	7	autonomy	autonomy	NOUN
cblr-7814	430	8	1155	1155	NUM
cblr-7814	430	9	impossible	impossible	ADJ
cblr-7814	430	10	to	to	PART
cblr-7814	430	11	know	know	VERB
cblr-7814	430	12	all	all	DET
cblr-7814	430	13	subsequent	subsequent	ADJ
cblr-7814	430	14	uses	use	NOUN
cblr-7814	430	15	of	of	ADP
cblr-7814	430	16	that	that	DET
cblr-7814	430	17	information	information	NOUN
cblr-7814	430	18	and	and	CCONJ
cblr-7814	430	19	its	its	PRON
cblr-7814	430	20	impact	impact	NOUN
cblr-7814	430	21	in	in	ADP
cblr-7814	430	22	advance	advance	NOUN
cblr-7814	430	23	.	.	PUNCT
cblr-7814	431	1	”189	”189	PUNCT
cblr-7814	431	2	fcra	fcra	NOUN
cblr-7814	431	3	-	-	PUNCT
cblr-7814	431	4	style	style	NOUN
cblr-7814	431	5	legislation	legislation	NOUN
cblr-7814	431	6	also	also	ADV
cblr-7814	431	7	will	will	AUX
cblr-7814	431	8	fail	fail	VERB
cblr-7814	431	9	to	to	PART
cblr-7814	431	10	address	address	VERB
cblr-7814	431	11	other	other	ADJ
cblr-7814	431	12	impacts	impact	NOUN
cblr-7814	431	13	on	on	ADP
cblr-7814	431	14	worker	worker	NOUN
cblr-7814	431	15	autonomy	autonomy	NOUN
cblr-7814	431	16	.	.	PUNCT
cblr-7814	432	1	because	because	SCONJ
cblr-7814	432	2	weak	weak	ADJ
cblr-7814	432	3	consent	consent	NOUN
cblr-7814	432	4	is	be	AUX
cblr-7814	432	5	easy	easy	ADJ
cblr-7814	432	6	to	to	PART
cblr-7814	432	7	obtain	obtain	VERB
cblr-7814	432	8	,	,	PUNCT
cblr-7814	432	9	programmers	programmer	NOUN
cblr-7814	432	10	and	and	CCONJ
cblr-7814	432	11	employers	employer	NOUN
cblr-7814	432	12	may	may	AUX
cblr-7814	432	13	deploy	deploy	VERB
cblr-7814	432	14	people	people	NOUN
cblr-7814	432	15	analytics	analytic	NOUN
cblr-7814	432	16	in	in	ADP
cblr-7814	432	17	socially	socially	ADV
cblr-7814	432	18	manipulative	manipulative	ADJ
cblr-7814	432	19	ways	way	NOUN
cblr-7814	432	20	.	.	PUNCT
cblr-7814	433	1	in	in	ADP
cblr-7814	433	2	fact	fact	NOUN
cblr-7814	433	3	,	,	PUNCT
cblr-7814	433	4	armed	arm	VERB
cblr-7814	433	5	with	with	ADP
cblr-7814	433	6	additional	additional	ADJ
cblr-7814	433	7	knowledge	knowledge	NOUN
cblr-7814	433	8	about	about	ADP
cblr-7814	433	9	the	the	DET
cblr-7814	433	10	people	people	NOUN
cblr-7814	433	11	analytics	analytic	NOUN
cblr-7814	433	12	system	system	NOUN
cblr-7814	433	13	,	,	PUNCT
cblr-7814	433	14	workers	worker	NOUN
cblr-7814	433	15	may	may	AUX
cblr-7814	433	16	internalize	internalize	VERB
cblr-7814	433	17	the	the	DET
cblr-7814	433	18	algorithm	algorithm	NOUN
cblr-7814	433	19	’s	’s	PART
cblr-7814	433	20	classifications	classification	NOUN
cblr-7814	433	21	and	and	CCONJ
cblr-7814	433	22	risk	risk	NOUN
cblr-7814	433	23	assessments	assessment	NOUN
cblr-7814	433	24	,	,	PUNCT
cblr-7814	433	25	leading	lead	VERB
cblr-7814	433	26	them	they	PRON
cblr-7814	433	27	to	to	PART
cblr-7814	433	28	alter	alter	VERB
cblr-7814	433	29	their	their	PRON
cblr-7814	433	30	identities	identity	NOUN
cblr-7814	433	31	or	or	CCONJ
cblr-7814	433	32	behavior	behavior	NOUN
cblr-7814	433	33	in	in	ADP
cblr-7814	433	34	an	an	DET
cblr-7814	433	35	attempt	attempt	NOUN
cblr-7814	433	36	to	to	PART
cblr-7814	433	37	reclassify	reclassify	VERB
cblr-7814	433	38	themselves	themselves	PRON
cblr-7814	433	39	in	in	ADP
cblr-7814	433	40	a	a	DET
cblr-7814	433	41	more	more	ADV
cblr-7814	433	42	desirable	desirable	ADJ
cblr-7814	433	43	category	category	NOUN
cblr-7814	433	44	,	,	PUNCT
cblr-7814	433	45	appear	appear	VERB
cblr-7814	433	46	less	less	ADV
cblr-7814	433	47	risky	risky	ADJ
cblr-7814	433	48	to	to	ADP
cblr-7814	433	49	the	the	DET
cblr-7814	433	50	company	company	NOUN
cblr-7814	433	51	,	,	PUNCT
cblr-7814	433	52	or	or	CCONJ
cblr-7814	433	53	refrain	refrain	VERB
cblr-7814	433	54	from	from	ADP
cblr-7814	433	55	certain	certain	ADJ
cblr-7814	433	56	activities	activity	NOUN
cblr-7814	433	57	to	to	PART
cblr-7814	433	58	escape	escape	VERB
cblr-7814	433	59	algorithmic	algorithmic	ADJ
cblr-7814	433	60	oversight.190	oversight.190	ADP
cblr-7814	433	61	employers	employer	NOUN
cblr-7814	433	62	will	will	AUX
cblr-7814	433	63	also	also	ADV
cblr-7814	433	64	retain	retain	VERB
cblr-7814	433	65	the	the	DET
cblr-7814	433	66	ability	ability	NOUN
cblr-7814	433	67	to	to	PART
cblr-7814	433	68	use	use	VERB
cblr-7814	433	69	the	the	DET
cblr-7814	433	70	algorithms	algorithm	NOUN
cblr-7814	433	71	to	to	PART
cblr-7814	433	72	incentivize	incentivize	VERB
cblr-7814	433	73	workers	worker	NOUN
cblr-7814	433	74	to	to	PART
cblr-7814	433	75	make	make	VERB
cblr-7814	433	76	predictable	predictable	ADJ
cblr-7814	433	77	choices	choice	NOUN
cblr-7814	433	78	and	and	CCONJ
cblr-7814	433	79	,	,	PUNCT
cblr-7814	433	80	over	over	ADP
cblr-7814	433	81	time	time	NOUN
cblr-7814	433	82	,	,	PUNCT
cblr-7814	433	83	better	well	ADV
cblr-7814	433	84	understand	understand	VERB
cblr-7814	433	85	“	"	PUNCT
cblr-7814	433	86	which	which	PRON
cblr-7814	433	87	people	people	NOUN
cblr-7814	433	88	are	be	AUX
cblr-7814	433	89	most	most	ADV
cblr-7814	433	90	susceptible	susceptible	ADJ
cblr-7814	433	91	to	to	ADP
cblr-7814	433	92	manipulation	manipulation	NOUN
cblr-7814	433	93	,	,	PUNCT
cblr-7814	433	94	and	and	CCONJ
cblr-7814	433	95	how	how	SCONJ
cblr-7814	433	96	they	they	PRON
cblr-7814	433	97	can	can	AUX
cblr-7814	433	98	most	most	ADV
cblr-7814	433	99	easily	easily	ADV
cblr-7814	433	100	and	and	CCONJ
cblr-7814	433	101	effectively	effectively	ADV
cblr-7814	433	102	be	be	AUX
cblr-7814	433	103	manipulated	manipulate	VERB
cblr-7814	433	104	.	.	PUNCT
cblr-7814	433	105	”191	”191	PUNCT
cblr-7814	434	1	if	if	SCONJ
cblr-7814	434	2	an	an	DET
cblr-7814	434	3	algorithm	algorithm	NOUN
cblr-7814	434	4	determines	determine	VERB
cblr-7814	434	5	that	that	SCONJ
cblr-7814	434	6	high	high	ADJ
cblr-7814	434	7	predictability	predictability	NOUN
cblr-7814	434	8	and	and	CCONJ
cblr-7814	434	9	manipulability	manipulability	NOUN
cblr-7814	434	10	are	be	AUX
cblr-7814	434	11	key	key	ADJ
cblr-7814	434	12	to	to	ADP
cblr-7814	434	13	profit	profit	NOUN
cblr-7814	434	14	maximization	maximization	NOUN
cblr-7814	434	15	,	,	PUNCT
cblr-7814	434	16	no	no	DET
cblr-7814	434	17	law	law	NOUN
cblr-7814	434	18	would	would	AUX
cblr-7814	434	19	prevent	prevent	VERB
cblr-7814	434	20	employers	employer	NOUN
cblr-7814	434	21	from	from	ADP
cblr-7814	434	22	using	use	VERB
cblr-7814	434	23	such	such	ADJ
cblr-7814	434	24	metrics	metric	NOUN
cblr-7814	434	25	to	to	PART
cblr-7814	434	26	determine	determine	VERB
cblr-7814	434	27	which	which	PRON
cblr-7814	434	28	candidates	candidate	NOUN
cblr-7814	434	29	and	and	CCONJ
cblr-7814	434	30	employees	employee	NOUN
cblr-7814	434	31	are	be	AUX
cblr-7814	434	32	a	a	DET
cblr-7814	434	33	good	good	ADJ
cblr-7814	434	34	fit	fit	NOUN
cblr-7814	434	35	for	for	ADP
cblr-7814	434	36	the	the	DET
cblr-7814	434	37	company.192	company.192	NOUN
cblr-7814	434	38	such	such	ADJ
cblr-7814	434	39	systemic	systemic	ADJ
cblr-7814	434	40	threats	threat	NOUN
cblr-7814	434	41	to	to	ADP
cblr-7814	434	42	workers	worker	NOUN
cblr-7814	434	43	’	’	PART
cblr-7814	434	44	autonomy	autonomy	NOUN
cblr-7814	434	45	and	and	CCONJ
cblr-7814	434	46	dignity	dignity	NOUN
cblr-7814	434	47	are	be	AUX
cblr-7814	434	48	difficult	difficult	ADJ
cblr-7814	434	49	,	,	PUNCT
cblr-7814	434	50	if	if	SCONJ
cblr-7814	434	51	not	not	PART
cblr-7814	434	52	impossible	impossible	ADJ
cblr-7814	434	53	,	,	PUNCT
cblr-7814	434	54	to	to	PART
cblr-7814	434	55	address	address	VERB
cblr-7814	434	56	through	through	ADP
cblr-7814	434	57	data	datum	NOUN
cblr-7814	434	58	privacy	privacy	NOUN
cblr-7814	434	59	legislation	legislation	NOUN
cblr-7814	434	60	(	(	PUNCT
cblr-7814	434	61	whether	whether	SCONJ
cblr-7814	434	62	modeled	model	VERB
cblr-7814	434	63	on	on	ADP
cblr-7814	434	64	the	the	DET
cblr-7814	434	65	fcra	fcra	NOUN
cblr-7814	434	66	or	or	CCONJ
cblr-7814	434	67	otherwise	otherwise	ADV
cblr-7814	434	68	)	)	PUNCT
cblr-7814	434	69	alone	alone	ADV
cblr-7814	434	70	.	.	PUNCT
cblr-7814	435	1	b.	b.	VERB
cblr-7814	435	2	the	the	DET
cblr-7814	435	3	inadequacy	inadequacy	NOUN
cblr-7814	435	4	of	of	ADP
cblr-7814	435	5	anti	anti	ADJ
cblr-7814	435	6	-	-	ADJ
cblr-7814	435	7	discrimination	discrimination	ADJ
cblr-7814	435	8	regulations	regulation	NOUN
cblr-7814	435	9	to	to	PART
cblr-7814	435	10	combat	combat	VERB
cblr-7814	435	11	algorithmic	algorithmic	ADJ
cblr-7814	435	12	bias	bias	NOUN
cblr-7814	435	13	as	as	SCONJ
cblr-7814	435	14	discussed	discuss	VERB
cblr-7814	435	15	in	in	ADP
cblr-7814	435	16	part	part	NOUN
cblr-7814	435	17	iii	iii	NOUN
cblr-7814	435	18	,	,	PUNCT
cblr-7814	435	19	algorithms	algorithm	NOUN
cblr-7814	435	20	are	be	AUX
cblr-7814	435	21	vulnerable	vulnerable	ADJ
cblr-7814	435	22	to	to	ADP
cblr-7814	435	23	statistical	statistical	ADJ
cblr-7814	435	24	bias	bias	NOUN
cblr-7814	435	25	,	,	PUNCT
cblr-7814	435	26	particularly	particularly	ADV
cblr-7814	435	27	because	because	SCONJ
cblr-7814	435	28	they	they	PRON
cblr-7814	435	29	may	may	AUX
cblr-7814	435	30	rely	rely	VERB
cblr-7814	435	31	on	on	ADP
cblr-7814	435	32	“	"	PUNCT
cblr-7814	435	33	biased	biased	ADJ
cblr-7814	435	34	,	,	PUNCT
cblr-7814	435	35	error	error	NOUN
cblr-7814	435	36	-	-	PUNCT
cblr-7814	435	37	ridden	ride	VERB
cblr-7814	435	38	,	,	PUNCT
cblr-7814	435	39	or	or	CCONJ
cblr-7814	435	40	unrepresentative	unrepresentative	ADJ
cblr-7814	435	41	data	datum	NOUN
cblr-7814	435	42	.	.	PUNCT
cblr-7814	435	43	”193	”193	PUNCT
cblr-7814	436	1	however	however	ADV
cblr-7814	436	2	,	,	PUNCT
cblr-7814	436	3	traditional	traditional	ADJ
cblr-7814	436	4	tools	tool	NOUN
cblr-7814	436	5	for	for	ADP
cblr-7814	436	6	responding	respond	VERB
cblr-7814	436	7	to	to	ADP
cblr-7814	436	8	discrimination	discrimination	NOUN
cblr-7814	436	9	are	be	AUX
cblr-7814	436	10	less	less	ADV
cblr-7814	436	11	effective	effective	ADJ
cblr-7814	436	12	against	against	ADP
cblr-7814	436	13	structural	structural	ADJ
cblr-7814	436	14	biases	bias	NOUN
cblr-7814	436	15	perpetuated	perpetuate	VERB
cblr-7814	436	16	by	by	ADP
cblr-7814	436	17	predictive	predictive	ADJ
cblr-7814	436	18	189	189	NUM
cblr-7814	436	19	see	see	NOUN
cblr-7814	436	20	i	i	PROPN
cblr-7814	436	21	d.	d.	PROPN
cblr-7814	436	22	at	at	ADP
cblr-7814	436	23	900	900	NUM
cblr-7814	436	24	.	.	PUNCT
cblr-7814	437	1	190	190	NUM
cblr-7814	437	2	see	see	VERB
cblr-7814	437	3	balkin	balkin	NOUN
cblr-7814	437	4	,	,	PUNCT
cblr-7814	437	5	supra	supra	PROPN
cblr-7814	437	6	note	note	PROPN
cblr-7814	437	7	65	65	NUM
cblr-7814	437	8	,	,	PUNCT
cblr-7814	437	9	at	at	ADP
cblr-7814	437	10	1238–39	1238–39	NUM
cblr-7814	437	11	.	.	PUNCT
cblr-7814	438	1	191	191	NUM
cblr-7814	438	2	see	see	VERB
cblr-7814	438	3	i	i	PRON
cblr-7814	438	4	d.	d.	PROPN
cblr-7814	438	5	at	at	ADP
cblr-7814	438	6	1239	1239	NUM
cblr-7814	438	7	.	.	PUNCT
cblr-7814	438	8	192	192	NUM
cblr-7814	438	9	cf	cf	NOUN
cblr-7814	438	10	.	.	PUNCT
cblr-7814	439	1	supra	supra	PROPN
cblr-7814	439	2	notes	note	VERB
cblr-7814	439	3	145–49	145–49	NUM
cblr-7814	439	4	(	(	PUNCT
cblr-7814	439	5	discussing	discuss	VERB
cblr-7814	439	6	at	at	ADP
cblr-7814	439	7	-	-	PUNCT
cblr-7814	439	8	will	will	NOUN
cblr-7814	439	9	employment	employment	NOUN
cblr-7814	439	10	)	)	PUNCT
cblr-7814	439	11	.	.	PUNCT
cblr-7814	440	1	193	193	NUM
cblr-7814	440	2	see	see	VERB
cblr-7814	440	3	kim	kim	PROPN
cblr-7814	440	4	,	,	PUNCT
cblr-7814	440	5	supra	supra	PROPN
cblr-7814	440	6	note	note	PROPN
cblr-7814	440	7	23	23	NUM
cblr-7814	440	8	,	,	PUNCT
cblr-7814	440	9	at	at	ADP
cblr-7814	440	10	887	887	NUM
cblr-7814	440	11	;	;	PUNCT
cblr-7814	440	12	see	see	VERB
cblr-7814	440	13	also	also	ADV
cblr-7814	440	14	supra	supra	ADJ
cblr-7814	440	15	text	text	NOUN
cblr-7814	440	16	accompanying	accompany	VERB
cblr-7814	440	17	notes	note	NOUN
cblr-7814	440	18	107–109	107–109	NUM
cblr-7814	440	19	.	.	PUNCT
cblr-7814	441	1	pedersen	pedersen	NOUN
cblr-7814	441	2	(	(	PUNCT
cblr-7814	441	3	note	note	NOUN
cblr-7814	441	4	)	)	PUNCT
cblr-7814	441	5	1/15/2021	1/15/2021	NUM
cblr-7814	441	6	5:01	5:01	NUM
cblr-7814	441	7	pm	pm	NOUN
cblr-7814	441	8	1156	1156	NUM
cblr-7814	441	9	columbia	columbia	PROPN
cblr-7814	441	10	business	business	NOUN
cblr-7814	441	11	law	law	PROPN
cblr-7814	441	12	review	review	NOUN
cblr-7814	441	13	[	[	X
cblr-7814	441	14	vol	vol	NOUN
cblr-7814	441	15	.	.	PUNCT
cblr-7814	441	16	2020	2020	NUM
cblr-7814	442	1	algorithms.194	algorithms.194	ADP
cblr-7814	442	2	this	this	PRON
cblr-7814	442	3	is	be	AUX
cblr-7814	442	4	,	,	PUNCT
cblr-7814	442	5	in	in	ADP
cblr-7814	442	6	part	part	NOUN
cblr-7814	442	7	,	,	PUNCT
cblr-7814	442	8	because	because	SCONJ
cblr-7814	442	9	bias	bias	NOUN
cblr-7814	442	10	“	"	PUNCT
cblr-7814	442	11	created	create	VERB
cblr-7814	442	12	by	by	ADP
cblr-7814	442	13	algorithmic	algorithmic	ADJ
cblr-7814	442	14	decision	decision	NOUN
cblr-7814	442	15	-	-	PUNCT
cblr-7814	442	16	making	making	NOUN
cblr-7814	442	17	,	,	PUNCT
cblr-7814	442	18	even	even	ADV
cblr-7814	442	19	if	if	SCONJ
cblr-7814	442	20	it	it	PRON
cblr-7814	442	21	tracks	track	VERB
cblr-7814	442	22	constitutionally	constitutionally	ADV
cblr-7814	442	23	prohibited	prohibit	VERB
cblr-7814	442	24	prejudice	prejudice	NOUN
cblr-7814	442	25	,	,	PUNCT
cblr-7814	442	26	is	be	AUX
cblr-7814	442	27	masked	mask	VERB
cblr-7814	442	28	by	by	ADP
cblr-7814	442	29	outwardly	outwardly	ADV
cblr-7814	442	30	neutral	neutral	ADJ
cblr-7814	442	31	proxy	proxy	NOUN
cblr-7814	442	32	variables	variable	NOUN
cblr-7814	442	33	coded	code	VERB
cblr-7814	442	34	into	into	ADP
cblr-7814	442	35	the	the	DET
cblr-7814	442	36	systems	system	NOUN
cblr-7814	442	37	.	.	PUNCT
cblr-7814	443	1	”195	”195	PROPN
cblr-7814	443	2	people	people	NOUN
cblr-7814	443	3	analytics	analytic	NOUN
cblr-7814	443	4	reproduces	reproduce	VERB
cblr-7814	443	5	systemic	systemic	ADJ
cblr-7814	443	6	disadvantages	disadvantage	NOUN
cblr-7814	443	7	through	through	ADP
cblr-7814	443	8	opaque	opaque	ADJ
cblr-7814	443	9	conclusions	conclusion	NOUN
cblr-7814	443	10	often	often	ADV
cblr-7814	443	11	driven	drive	VERB
cblr-7814	443	12	by	by	ADP
cblr-7814	443	13	unknown	unknown	ADJ
cblr-7814	443	14	or	or	CCONJ
cblr-7814	443	15	unexplained	unexplained	ADJ
cblr-7814	443	16	correlations	correlation	NOUN
cblr-7814	443	17	among	among	ADP
cblr-7814	443	18	data,196	data,196	NOUN
cblr-7814	443	19	making	make	VERB
cblr-7814	443	20	it	it	PRON
cblr-7814	443	21	difficult	difficult	ADJ
cblr-7814	443	22	to	to	PART
cblr-7814	443	23	spot	spot	VERB
cblr-7814	443	24	and	and	CCONJ
cblr-7814	443	25	challenge	challenge	VERB
cblr-7814	443	26	“	"	PUNCT
cblr-7814	443	27	this	this	DET
cblr-7814	443	28	sort	sort	NOUN
cblr-7814	443	29	of	of	ADP
cblr-7814	443	30	algorithmic	algorithmic	ADJ
cblr-7814	443	31	‘	'	PUNCT
cblr-7814	443	32	rational	rational	ADJ
cblr-7814	443	33	’	'	PUNCT
cblr-7814	443	34	racism	racism	NOUN
cblr-7814	443	35	”	"	PUNCT
cblr-7814	443	36	even	even	ADV
cblr-7814	443	37	though	though	SCONJ
cblr-7814	443	38	its	its	PRON
cblr-7814	443	39	discriminatory	discriminatory	ADJ
cblr-7814	443	40	effects	effect	NOUN
cblr-7814	443	41	“	"	PUNCT
cblr-7814	443	42	can	can	AUX
cblr-7814	443	43	be	be	AUX
cblr-7814	443	44	as	as	ADV
cblr-7814	443	45	destructive	destructive	ADJ
cblr-7814	443	46	as	as	ADP
cblr-7814	443	47	overt	overt	ADJ
cblr-7814	443	48	prejudice	prejudice	NOUN
cblr-7814	443	49	.	.	PUNCT
cblr-7814	444	1	”197	”197	PUNCT
cblr-7814	444	2	shielding	shielding	NOUN
cblr-7814	444	3	details	detail	NOUN
cblr-7814	444	4	about	about	ADP
cblr-7814	444	5	an	an	DET
cblr-7814	444	6	individual	individual	NOUN
cblr-7814	444	7	’s	’s	PART
cblr-7814	444	8	genetic	genetic	ADJ
cblr-7814	444	9	condition	condition	NOUN
cblr-7814	444	10	or	or	CCONJ
cblr-7814	444	11	disability	disability	NOUN
cblr-7814	444	12	status	status	NOUN
cblr-7814	444	13	from	from	ADP
cblr-7814	444	14	analysis	analysis	NOUN
cblr-7814	444	15	does	do	AUX
cblr-7814	444	16	not	not	PART
cblr-7814	444	17	prevent	prevent	VERB
cblr-7814	444	18	an	an	DET
cblr-7814	444	19	algorithm	algorithm	NOUN
cblr-7814	444	20	with	with	ADP
cblr-7814	444	21	access	access	NOUN
cblr-7814	444	22	to	to	ADP
cblr-7814	444	23	large	large	ADJ
cblr-7814	444	24	amounts	amount	NOUN
cblr-7814	444	25	of	of	ADP
cblr-7814	444	26	behavioral	behavioral	ADJ
cblr-7814	444	27	data	datum	NOUN
cblr-7814	444	28	from	from	ADP
cblr-7814	444	29	inferring	infer	VERB
cblr-7814	444	30	protected	protect	VERB
cblr-7814	444	31	information	information	NOUN
cblr-7814	444	32	or	or	CCONJ
cblr-7814	444	33	giving	give	VERB
cblr-7814	444	34	substantial	substantial	ADJ
cblr-7814	444	35	weight	weight	NOUN
cblr-7814	444	36	to	to	ADP
cblr-7814	444	37	a	a	DET
cblr-7814	444	38	proxy	proxy	NOUN
cblr-7814	444	39	for	for	ADP
cblr-7814	444	40	a	a	DET
cblr-7814	444	41	protected	protect	VERB
cblr-7814	444	42	characteristic.198	characteristic.198	NOUN
cblr-7814	444	43	predictions	prediction	NOUN
cblr-7814	444	44	based	base	VERB
cblr-7814	444	45	on	on	ADP
cblr-7814	444	46	such	such	ADJ
cblr-7814	444	47	inferences	inference	NOUN
cblr-7814	444	48	may	may	AUX
cblr-7814	444	49	guide	guide	VERB
cblr-7814	444	50	the	the	DET
cblr-7814	444	51	employer	employer	NOUN
cblr-7814	444	52	’s	’s	PART
cblr-7814	444	53	personnel	personnel	NOUN
cblr-7814	444	54	decisions.199	decisions.199	NOUN
cblr-7814	444	55	1	1	NUM
cblr-7814	444	56	.	.	PUNCT
cblr-7814	445	1	the	the	DET
cblr-7814	445	2	uniform	uniform	ADJ
cblr-7814	445	3	guidelines	guideline	NOUN
cblr-7814	445	4	on	on	ADP
cblr-7814	445	5	employee	employee	NOUN
cblr-7814	445	6	selection	selection	NOUN
cblr-7814	445	7	procedures	procedure	VERB
cblr-7814	445	8	federal	federal	ADJ
cblr-7814	445	9	regulations	regulation	NOUN
cblr-7814	445	10	of	of	ADP
cblr-7814	445	11	potentially	potentially	ADV
cblr-7814	445	12	discriminatory	discriminatory	ADJ
cblr-7814	445	13	employment	employment	NOUN
cblr-7814	445	14	practices	practice	NOUN
cblr-7814	445	15	fail	fail	VERB
cblr-7814	445	16	to	to	PART
cblr-7814	445	17	reach	reach	VERB
cblr-7814	445	18	predictive	predictive	ADJ
cblr-7814	445	19	people	people	NOUN
cblr-7814	445	20	analytics	analytic	NOUN
cblr-7814	445	21	algorithms	algorithm	NOUN
cblr-7814	445	22	.	.	PUNCT
cblr-7814	446	1	for	for	ADP
cblr-7814	446	2	instance	instance	NOUN
cblr-7814	446	3	,	,	PUNCT
cblr-7814	446	4	since	since	SCONJ
cblr-7814	446	5	1978	1978	NUM
cblr-7814	446	6	,	,	PUNCT
cblr-7814	446	7	the	the	DET
cblr-7814	446	8	equal	equal	ADJ
cblr-7814	446	9	employment	employment	NOUN
cblr-7814	446	10	opportunity	opportunity	NOUN
cblr-7814	446	11	commission	commission	NOUN
cblr-7814	446	12	(	(	PUNCT
cblr-7814	446	13	eeoc	eeoc	PROPN
cblr-7814	446	14	)	)	PUNCT
cblr-7814	446	15	and	and	CCONJ
cblr-7814	446	16	other	other	ADJ
cblr-7814	446	17	federal	federal	ADJ
cblr-7814	446	18	agencies	agency	NOUN
cblr-7814	446	19	have	have	AUX
cblr-7814	446	20	relied	rely	VERB
cblr-7814	446	21	upon	upon	SCONJ
cblr-7814	446	22	the	the	DET
cblr-7814	446	23	uniform	uniform	ADJ
cblr-7814	446	24	guidelines	guideline	NOUN
cblr-7814	446	25	on	on	ADP
cblr-7814	446	26	employee	employee	NOUN
cblr-7814	446	27	selection	selection	NOUN
cblr-7814	446	28	procedures	procedure	NOUN
cblr-7814	446	29	(	(	PUNCT
cblr-7814	446	30	ugesp	ugesp	ADJ
cblr-7814	446	31	)	)	PUNCT
cblr-7814	446	32	to	to	PART
cblr-7814	446	33	assess	assess	VERB
cblr-7814	446	34	the	the	DET
cblr-7814	446	35	legality	legality	NOUN
cblr-7814	446	36	of	of	ADP
cblr-7814	446	37	applicant	applicant	ADJ
cblr-7814	446	38	screening	screening	NOUN
cblr-7814	446	39	and	and	CCONJ
cblr-7814	446	40	selection	selection	NOUN
cblr-7814	446	41	tests.200	tests.200	NUM
cblr-7814	446	42	employers	employer	NOUN
cblr-7814	446	43	may	may	AUX
cblr-7814	446	44	consider	consider	VERB
cblr-7814	446	45	a	a	DET
cblr-7814	446	46	“	"	PUNCT
cblr-7814	446	47	credential	credential	NOUN
cblr-7814	446	48	or	or	CCONJ
cblr-7814	446	49	test	test	NOUN
cblr-7814	446	50	that	that	PRON
cblr-7814	446	51	disparately	disparately	ADV
cblr-7814	446	52	affects	affect	VERB
cblr-7814	446	53	a	a	DET
cblr-7814	446	54	protected	protect	VERB
cblr-7814	446	55	group	group	NOUN
cblr-7814	446	56	if	if	SCONJ
cblr-7814	446	57	the	the	DET
cblr-7814	446	58	credential	credential	ADJ
cblr-7814	446	59	or	or	CCONJ
cblr-7814	446	60	test	test	NOUN
cblr-7814	446	61	predicts	predict	NOUN
cblr-7814	446	62	success	success	NOUN
cblr-7814	446	63	in	in	ADP
cblr-7814	446	64	the	the	DET
cblr-7814	446	65	194	194	NUM
cblr-7814	446	66	see	see	NOUN
cblr-7814	446	67	kim	kim	PROPN
cblr-7814	446	68	,	,	PUNCT
cblr-7814	446	69	supra	supra	PROPN
cblr-7814	446	70	note	note	PROPN
cblr-7814	446	71	23	23	NUM
cblr-7814	446	72	,	,	PUNCT
cblr-7814	446	73	at	at	ADP
cblr-7814	446	74	890–91	890–91	NUM
cblr-7814	446	75	.	.	PUNCT
cblr-7814	447	1	195	195	NUM
cblr-7814	447	2	valentine	valentine	NOUN
cblr-7814	447	3	,	,	PUNCT
cblr-7814	447	4	supra	supra	PROPN
cblr-7814	447	5	note	note	PROPN
cblr-7814	447	6	68	68	NUM
cblr-7814	447	7	,	,	PUNCT
cblr-7814	447	8	at	at	ADP
cblr-7814	447	9	383	383	NUM
cblr-7814	447	10	.	.	PUNCT
cblr-7814	447	11	196	196	NUM
cblr-7814	447	12	see	see	VERB
cblr-7814	447	13	kim	kim	PROPN
cblr-7814	447	14	,	,	PUNCT
cblr-7814	447	15	supra	supra	PROPN
cblr-7814	447	16	note	note	PROPN
cblr-7814	447	17	23	23	NUM
cblr-7814	447	18	,	,	PUNCT
cblr-7814	447	19	at	at	ADP
cblr-7814	447	20	889	889	NUM
cblr-7814	447	21	.	.	PUNCT
cblr-7814	448	1	197	197	NUM
cblr-7814	448	2	see	see	VERB
cblr-7814	448	3	valentine	valentine	PROPN
cblr-7814	448	4	,	,	PUNCT
cblr-7814	448	5	supra	supra	PROPN
cblr-7814	448	6	note	note	PROPN
cblr-7814	448	7	68	68	NUM
cblr-7814	448	8	,	,	PUNCT
cblr-7814	448	9	at	at	ADP
cblr-7814	448	10	383	383	NUM
cblr-7814	448	11	.	.	PUNCT
cblr-7814	448	12	198	198	NUM
cblr-7814	448	13	see	see	VERB
cblr-7814	448	14	kim	kim	PROPN
cblr-7814	448	15	,	,	PUNCT
cblr-7814	448	16	supra	supra	PROPN
cblr-7814	448	17	note	note	PROPN
cblr-7814	448	18	23	23	NUM
cblr-7814	448	19	,	,	PUNCT
cblr-7814	448	20	at	at	ADP
cblr-7814	448	21	898	898	NUM
cblr-7814	448	22	.	.	PUNCT
cblr-7814	449	1	kim	kim	PROPN
cblr-7814	449	2	notes	note	VERB
cblr-7814	449	3	further	far	ADV
cblr-7814	449	4	that	that	SCONJ
cblr-7814	449	5	prohibitions	prohibition	NOUN
cblr-7814	449	6	on	on	ADP
cblr-7814	449	7	access	access	NOUN
cblr-7814	449	8	to	to	ADP
cblr-7814	449	9	sensitive	sensitive	ADJ
cblr-7814	449	10	information	information	NOUN
cblr-7814	449	11	could	could	AUX
cblr-7814	449	12	actually	actually	ADV
cblr-7814	449	13	exacerbate	exacerbate	VERB
cblr-7814	449	14	an	an	DET
cblr-7814	449	15	algorithm	algorithm	NOUN
cblr-7814	449	16	’s	’s	PART
cblr-7814	449	17	propensity	propensity	NOUN
cblr-7814	449	18	towards	towards	ADP
cblr-7814	449	19	classification	classification	NOUN
cblr-7814	449	20	bias	bias	NOUN
cblr-7814	449	21	due	due	ADP
cblr-7814	449	22	to	to	ADP
cblr-7814	449	23	the	the	DET
cblr-7814	449	24	problem	problem	NOUN
cblr-7814	449	25	of	of	ADP
cblr-7814	449	26	omitted	omit	VERB
cblr-7814	449	27	variable	variable	ADJ
cblr-7814	449	28	bias	bias	NOUN
cblr-7814	449	29	.	.	PUNCT
cblr-7814	450	1	see	see	VERB
cblr-7814	450	2	i	i	PRON
cblr-7814	450	3	d.	d.	PROPN
cblr-7814	450	4	at	at	ADP
cblr-7814	450	5	898–99	898–99	NUM
cblr-7814	450	6	.	.	PUNCT
cblr-7814	451	1	199	199	NUM
cblr-7814	451	2	see	see	VERB
cblr-7814	451	3	i	i	PRON
cblr-7814	451	4	d.	d.	PROPN
cblr-7814	451	5	at	at	ADP
cblr-7814	451	6	885	885	NUM
cblr-7814	451	7	(	(	PUNCT
cblr-7814	451	8	discussing	discuss	VERB
cblr-7814	451	9	cost	cost	NOUN
cblr-7814	451	10	-	-	PUNCT
cblr-7814	451	11	based	base	VERB
cblr-7814	451	12	decisions	decision	NOUN
cblr-7814	451	13	founded	found	VERB
cblr-7814	451	14	on	on	ADP
cblr-7814	451	15	inferences	inference	NOUN
cblr-7814	451	16	about	about	ADP
cblr-7814	451	17	medical	medical	ADJ
cblr-7814	451	18	risks	risk	NOUN
cblr-7814	451	19	)	)	PUNCT
cblr-7814	451	20	.	.	PUNCT
cblr-7814	452	1	200	200	NUM
cblr-7814	452	2	see	see	VERB
cblr-7814	452	3	29	29	NUM
cblr-7814	452	4	c.f.r	c.f.r	NOUN
cblr-7814	452	5	.	.	PUNCT
cblr-7814	453	1	§	§	PROPN
cblr-7814	453	2	§	§	PROPN
cblr-7814	453	3	1607.1–1607.18	1607.1–1607.18	PROPN
cblr-7814	453	4	(	(	PUNCT
cblr-7814	453	5	2020	2020	NUM
cblr-7814	453	6	)	)	PUNCT
cblr-7814	453	7	.	.	PUNCT
cblr-7814	454	1	pedersen	pedersen	NOUN
cblr-7814	454	2	(	(	PUNCT
cblr-7814	454	3	note	note	NOUN
cblr-7814	454	4	)	)	PUNCT
cblr-7814	454	5	1/15/2021	1/15/2021	NUM
cblr-7814	454	6	5:01	5:01	NUM
cblr-7814	454	7	pm	pm	NOUN
cblr-7814	454	8	no	no	INTJ
cblr-7814	454	9	.	.	PUNCT
cblr-7814	455	1	3:1122	3:1122	NUM
cblr-7814	455	2	]	]	X
cblr-7814	455	3	people	people	NOUN
cblr-7814	455	4	analytics	analytic	NOUN
cblr-7814	455	5	and	and	CCONJ
cblr-7814	455	6	individual	individual	ADJ
cblr-7814	455	7	autonomy	autonomy	NOUN
cblr-7814	455	8	1157	1157	NUM
cblr-7814	455	9	position	position	NOUN
cblr-7814	455	10	for	for	ADP
cblr-7814	455	11	which	which	PRON
cblr-7814	455	12	it	it	PRON
cblr-7814	455	13	is	be	AUX
cblr-7814	455	14	used	use	VERB
cblr-7814	455	15	.	.	PUNCT
cblr-7814	456	1	”201	”201	X
cblr-7814	456	2	the	the	DET
cblr-7814	456	3	ugesp	ugesp	NOUN
cblr-7814	456	4	“	"	PUNCT
cblr-7814	456	5	offer	offer	VERB
cblr-7814	456	6	employers	employer	NOUN
cblr-7814	456	7	various	various	ADJ
cblr-7814	456	8	means	mean	NOUN
cblr-7814	456	9	of	of	ADP
cblr-7814	456	10	validating	validate	VERB
cblr-7814	456	11	tests	test	NOUN
cblr-7814	456	12	,	,	PUNCT
cblr-7814	456	13	”	"	PUNCT
cblr-7814	456	14	and	and	CCONJ
cblr-7814	456	15	the	the	DET
cblr-7814	456	16	applicable	applicable	ADJ
cblr-7814	456	17	means	mean	NOUN
cblr-7814	456	18	depend	depend	VERB
cblr-7814	456	19	“	"	PUNCT
cblr-7814	456	20	on	on	ADP
cblr-7814	456	21	what	what	PRON
cblr-7814	456	22	the	the	DET
cblr-7814	456	23	test	test	NOUN
cblr-7814	456	24	seeks	seek	VERB
cblr-7814	456	25	to	to	PART
cblr-7814	456	26	measure	measure	VERB
cblr-7814	456	27	(	(	PUNCT
cblr-7814	456	28	e.g.	e.g.	ADV
cblr-7814	456	29	,	,	PUNCT
cblr-7814	456	30	personality	personality	NOUN
cblr-7814	456	31	traits	trait	NOUN
cblr-7814	456	32	,	,	PUNCT
cblr-7814	456	33	job	job	NOUN
cblr-7814	456	34	tasks	task	NOUN
cblr-7814	456	35	,	,	PUNCT
cblr-7814	456	36	or	or	CCONJ
cblr-7814	456	37	skills	skill	NOUN
cblr-7814	456	38	associated	associate	VERB
cblr-7814	456	39	with	with	ADP
cblr-7814	456	40	job	job	NOUN
cblr-7814	456	41	success).”202	success).”202	PROPN
cblr-7814	457	1	people	people	NOUN
cblr-7814	457	2	analytics	analytic	NOUN
cblr-7814	457	3	algorithms	algorithm	NOUN
cblr-7814	457	4	designed	design	VERB
cblr-7814	457	5	to	to	PART
cblr-7814	457	6	assess	assess	VERB
cblr-7814	457	7	job	job	NOUN
cblr-7814	457	8	candidates	candidate	NOUN
cblr-7814	457	9	use	use	VERB
cblr-7814	457	10	“	"	PUNCT
cblr-7814	457	11	reams	ream	NOUN
cblr-7814	457	12	of	of	ADP
cblr-7814	457	13	data	datum	NOUN
cblr-7814	457	14	to	to	PART
cblr-7814	457	15	‘	'	PUNCT
cblr-7814	457	16	predict	predict	VERB
cblr-7814	457	17	’	'	PUNCT
cblr-7814	457	18	who	who	PRON
cblr-7814	457	19	is	be	AUX
cblr-7814	457	20	a	a	DET
cblr-7814	457	21	good	good	ADJ
cblr-7814	457	22	hire	hire	NOUN
cblr-7814	457	23	,	,	PUNCT
cblr-7814	457	24	”	"	PUNCT
cblr-7814	457	25	a	a	DET
cblr-7814	457	26	process	process	NOUN
cblr-7814	457	27	which	which	PRON
cblr-7814	457	28	“	"	PUNCT
cblr-7814	457	29	is	be	AUX
cblr-7814	457	30	conceptually	conceptually	ADV
cblr-7814	457	31	indistinguishable	indistinguishable	ADJ
cblr-7814	457	32	from	from	ADP
cblr-7814	457	33	using	use	VERB
cblr-7814	457	34	a	a	DET
cblr-7814	457	35	written	write	VERB
cblr-7814	457	36	test	test	NOUN
cblr-7814	457	37	to	to	PART
cblr-7814	457	38	identify	identify	VERB
cblr-7814	457	39	aptitude	aptitude	NOUN
cblr-7814	457	40	for	for	ADP
cblr-7814	457	41	a	a	DET
cblr-7814	457	42	job	job	NOUN
cblr-7814	457	43	.	.	PUNCT
cblr-7814	457	44	”203	”203	PUNCT
cblr-7814	457	45	however	however	ADV
cblr-7814	457	46	,	,	PUNCT
cblr-7814	457	47	the	the	DET
cblr-7814	457	48	eeoc	eeoc	PROPN
cblr-7814	457	49	designed	design	VERB
cblr-7814	457	50	the	the	DET
cblr-7814	457	51	ugesp	ugesp	NOUN
cblr-7814	457	52	to	to	PART
cblr-7814	457	53	regulate	regulate	VERB
cblr-7814	457	54	pre	pre	ADJ
cblr-7814	457	55	-	-	ADJ
cblr-7814	457	56	digital	digital	ADJ
cblr-7814	457	57	testing	testing	NOUN
cblr-7814	457	58	models	model	NOUN
cblr-7814	457	59	,	,	PUNCT
cblr-7814	457	60	which	which	PRON
cblr-7814	457	61	were	be	AUX
cblr-7814	457	62	“	"	PUNCT
cblr-7814	457	63	heavy	heavy	ADJ
cblr-7814	457	64	on	on	ADP
cblr-7814	457	65	theory	theory	NOUN
cblr-7814	457	66	but	but	CCONJ
cblr-7814	457	67	short	short	ADJ
cblr-7814	457	68	on	on	ADP
cblr-7814	457	69	evidentiary	evidentiary	ADJ
cblr-7814	457	70	support	support	NOUN
cblr-7814	457	71	,	,	PUNCT
cblr-7814	457	72	”	"	PUNCT
cblr-7814	457	73	so	so	SCONJ
cblr-7814	457	74	the	the	DET
cblr-7814	457	75	guidelines	guideline	NOUN
cblr-7814	457	76	are	be	AUX
cblr-7814	457	77	“	"	PUNCT
cblr-7814	457	78	intended	intend	VERB
cblr-7814	457	79	to	to	PART
cblr-7814	457	80	demand	demand	VERB
cblr-7814	457	81	a	a	DET
cblr-7814	457	82	baseline	baseline	ADJ
cblr-7814	457	83	quantum	quantum	NOUN
cblr-7814	457	84	of	of	ADP
cblr-7814	457	85	evidence	evidence	NOUN
cblr-7814	457	86	to	to	PART
cblr-7814	457	87	support	support	VERB
cblr-7814	457	88	the	the	DET
cblr-7814	457	89	application	application	NOUN
cblr-7814	457	90	of	of	ADP
cblr-7814	457	91	theoretical	theoretical	ADJ
cblr-7814	457	92	models	model	NOUN
cblr-7814	457	93	.	.	PUNCT
cblr-7814	458	1	”204	”204	PROPN
cblr-7814	458	2	since	since	SCONJ
cblr-7814	458	3	people	people	NOUN
cblr-7814	458	4	analytics	analytic	NOUN
cblr-7814	458	5	relies	rely	VERB
cblr-7814	458	6	on	on	ADP
cblr-7814	458	7	analysis	analysis	NOUN
cblr-7814	458	8	of	of	ADP
cblr-7814	458	9	correlations	correlation	NOUN
cblr-7814	458	10	among	among	ADP
cblr-7814	458	11	data	datum	NOUN
cblr-7814	458	12	,	,	PUNCT
cblr-7814	458	13	this	this	DET
cblr-7814	458	14	underlying	underlying	ADJ
cblr-7814	458	15	data	datum	NOUN
cblr-7814	458	16	likely	likely	ADV
cblr-7814	458	17	will	will	AUX
cblr-7814	458	18	be	be	AUX
cblr-7814	458	19	viewed	view	VERB
cblr-7814	458	20	as	as	ADP
cblr-7814	458	21	sufficient	sufficient	ADJ
cblr-7814	458	22	evidentiary	evidentiary	ADJ
cblr-7814	458	23	support	support	NOUN
cblr-7814	458	24	to	to	PART
cblr-7814	458	25	justify	justify	VERB
cblr-7814	458	26	an	an	DET
cblr-7814	458	27	algorithm	algorithm	NOUN
cblr-7814	458	28	’s	’s	PART
cblr-7814	458	29	use	use	NOUN
cblr-7814	458	30	under	under	ADP
cblr-7814	458	31	the	the	DET
cblr-7814	458	32	ugesp.205	ugesp.205	NOUN
cblr-7814	458	33	for	for	ADP
cblr-7814	458	34	this	this	DET
cblr-7814	458	35	reason	reason	NOUN
cblr-7814	458	36	,	,	PUNCT
cblr-7814	458	37	scholars	scholar	NOUN
cblr-7814	458	38	predict	predict	VERB
cblr-7814	458	39	that	that	SCONJ
cblr-7814	458	40	the	the	DET
cblr-7814	458	41	ugesp	ugesp	NOUN
cblr-7814	458	42	will	will	AUX
cblr-7814	458	43	be	be	AUX
cblr-7814	458	44	“	"	PUNCT
cblr-7814	458	45	ineffective	ineffective	ADJ
cblr-7814	458	46	”	"	PUNCT
cblr-7814	458	47	in	in	ADP
cblr-7814	458	48	monitoring	monitor	VERB
cblr-7814	458	49	selection	selection	NOUN
cblr-7814	458	50	algorithms.206	algorithms.206	PROPN
cblr-7814	458	51	201	201	NUM
cblr-7814	458	52	bodie	bodie	PROPN
cblr-7814	458	53	et	et	PROPN
cblr-7814	458	54	al	al	PROPN
cblr-7814	458	55	.	.	PROPN
cblr-7814	458	56	,	,	PUNCT
cblr-7814	458	57	supra	supra	PROPN
cblr-7814	458	58	note	note	VERB
cblr-7814	458	59	37	37	NUM
cblr-7814	458	60	,	,	PUNCT
cblr-7814	458	61	at	at	ADP
cblr-7814	458	62	1023	1023	NUM
cblr-7814	458	63	.	.	PUNCT
cblr-7814	459	1	202	202	NUM
cblr-7814	459	2	alexander	alexander	PROPN
cblr-7814	459	3	&	&	CCONJ
cblr-7814	459	4	tippett	tippett	PROPN
cblr-7814	459	5	,	,	PUNCT
cblr-7814	459	6	supra	supra	PROPN
cblr-7814	459	7	note	note	PROPN
cblr-7814	459	8	79	79	NUM
cblr-7814	459	9	,	,	PUNCT
cblr-7814	459	10	at	at	ADP
cblr-7814	459	11	996	996	NUM
cblr-7814	459	12	.	.	PUNCT
cblr-7814	460	1	the	the	DET
cblr-7814	460	2	ugesp	ugesp	NOUN
cblr-7814	460	3	divides	divide	VERB
cblr-7814	460	4	screening	screening	NOUN
cblr-7814	460	5	and	and	CCONJ
cblr-7814	460	6	selection	selection	NOUN
cblr-7814	460	7	tests	test	NOUN
cblr-7814	460	8	into	into	ADP
cblr-7814	460	9	three	three	NUM
cblr-7814	460	10	categories	category	NOUN
cblr-7814	460	11	,	,	PUNCT
cblr-7814	460	12	each	each	PRON
cblr-7814	460	13	with	with	ADP
cblr-7814	460	14	their	their	PRON
cblr-7814	460	15	own	own	ADJ
cblr-7814	460	16	validation	validation	NOUN
cblr-7814	460	17	procedures	procedure	NOUN
cblr-7814	460	18	:	:	PUNCT
cblr-7814	460	19	(	(	PUNCT
cblr-7814	460	20	1	1	X
cblr-7814	460	21	)	)	PUNCT
cblr-7814	460	22	tests	test	NOUN
cblr-7814	460	23	gauging	gauge	VERB
cblr-7814	460	24	employee	employee	NOUN
cblr-7814	460	25	traits	trait	NOUN
cblr-7814	460	26	,	,	PUNCT
cblr-7814	460	27	such	such	ADJ
cblr-7814	460	28	as	as	ADP
cblr-7814	460	29	personality	personality	NOUN
cblr-7814	460	30	or	or	CCONJ
cblr-7814	460	31	iq	iq	NOUN
cblr-7814	460	32	,	,	PUNCT
cblr-7814	460	33	are	be	AUX
cblr-7814	460	34	measured	measure	VERB
cblr-7814	460	35	for	for	ADP
cblr-7814	460	36	“	"	PUNCT
cblr-7814	460	37	construct	construct	VERB
cblr-7814	460	38	validity	validity	NOUN
cblr-7814	460	39	”	"	PUNCT
cblr-7814	460	40	;	;	PUNCT
cblr-7814	460	41	(	(	PUNCT
cblr-7814	460	42	2	2	X
cblr-7814	460	43	)	)	PUNCT
cblr-7814	460	44	tests	test	NOUN
cblr-7814	460	45	involving	involve	VERB
cblr-7814	460	46	tasks	task	NOUN
cblr-7814	460	47	required	require	VERB
cblr-7814	460	48	by	by	ADP
cblr-7814	460	49	the	the	DET
cblr-7814	460	50	job	job	NOUN
cblr-7814	460	51	itself	itself	PRON
cblr-7814	460	52	(	(	PUNCT
cblr-7814	460	53	measured	measure	VERB
cblr-7814	460	54	for	for	ADP
cblr-7814	460	55	“	"	PUNCT
cblr-7814	460	56	content	content	NOUN
cblr-7814	460	57	validity	validity	NOUN
cblr-7814	460	58	”	"	PUNCT
cblr-7814	460	59	)	)	PUNCT
cblr-7814	460	60	,	,	PUNCT
cblr-7814	460	61	and	and	CCONJ
cblr-7814	460	62	(	(	PUNCT
cblr-7814	460	63	3	3	X
cblr-7814	460	64	)	)	PUNCT
cblr-7814	460	65	tests	test	NOUN
cblr-7814	460	66	gauging	gauge	VERB
cblr-7814	460	67	“	"	PUNCT
cblr-7814	460	68	knowledge	knowledge	NOUN
cblr-7814	460	69	of	of	ADP
cblr-7814	460	70	skills	skill	NOUN
cblr-7814	460	71	predictive	predictive	ADJ
cblr-7814	460	72	of	of	ADP
cblr-7814	460	73	success	success	NOUN
cblr-7814	460	74	on	on	ADP
cblr-7814	460	75	the	the	DET
cblr-7814	460	76	job	job	NOUN
cblr-7814	460	77	,	,	PUNCT
cblr-7814	460	78	”	"	PUNCT
cblr-7814	460	79	such	such	ADJ
cblr-7814	460	80	as	as	ADP
cblr-7814	460	81	production	production	NOUN
cblr-7814	460	82	rate	rate	NOUN
cblr-7814	460	83	,	,	PUNCT
cblr-7814	460	84	are	be	AUX
cblr-7814	460	85	(	(	PUNCT
cblr-7814	460	86	measured	measure	VERB
cblr-7814	460	87	for	for	ADP
cblr-7814	460	88	“	"	PUNCT
cblr-7814	460	89	criterion	criterion	NOUN
cblr-7814	460	90	validity	validity	NOUN
cblr-7814	460	91	”	"	PUNCT
cblr-7814	460	92	)	)	PUNCT
cblr-7814	460	93	.	.	PUNCT
cblr-7814	461	1	see	see	VERB
cblr-7814	461	2	29	29	NUM
cblr-7814	461	3	c.f.r	c.f.r	NOUN
cblr-7814	461	4	.	.	PUNCT
cblr-7814	462	1	§	§	PROPN
cblr-7814	462	2	1607.14	1607.14	NUM
cblr-7814	462	3	.	.	PUNCT
cblr-7814	463	1	the	the	DET
cblr-7814	463	2	latter	latter	ADJ
cblr-7814	463	3	two	two	NUM
cblr-7814	463	4	validation	validation	NOUN
cblr-7814	463	5	procedures	procedure	NOUN
cblr-7814	463	6	typically	typically	ADV
cblr-7814	463	7	require	require	VERB
cblr-7814	463	8	“	"	PUNCT
cblr-7814	463	9	testing	test	VERB
cblr-7814	463	10	the	the	DET
cblr-7814	463	11	measure	measure	NOUN
cblr-7814	463	12	on	on	ADP
cblr-7814	463	13	a	a	DET
cblr-7814	463	14	sample	sample	NOUN
cblr-7814	463	15	of	of	ADP
cblr-7814	463	16	workers	worker	NOUN
cblr-7814	463	17	representative	representative	NOUN
cblr-7814	463	18	of	of	ADP
cblr-7814	463	19	the	the	DET
cblr-7814	463	20	‘	'	PUNCT
cblr-7814	463	21	relevant	relevant	ADJ
cblr-7814	463	22	labor	labor	NOUN
cblr-7814	463	23	market	market	NOUN
cblr-7814	463	24	’	'	PUNCT
cblr-7814	463	25	to	to	PART
cblr-7814	463	26	verify	verify	VERB
cblr-7814	463	27	whether	whether	SCONJ
cblr-7814	463	28	the	the	DET
cblr-7814	463	29	measure	measure	NOUN
cblr-7814	463	30	is	be	AUX
cblr-7814	463	31	in	in	ADP
cblr-7814	463	32	fact	fact	NOUN
cblr-7814	463	33	predictive	predictive	ADJ
cblr-7814	463	34	of	of	ADP
cblr-7814	463	35	success	success	NOUN
cblr-7814	463	36	on	on	ADP
cblr-7814	463	37	the	the	DET
cblr-7814	463	38	job	job	NOUN
cblr-7814	463	39	.	.	PUNCT
cblr-7814	463	40	”	"	PUNCT
cblr-7814	464	1	i	i	PRON
cblr-7814	464	2	d.	d.	PROPN
cblr-7814	464	3	at	at	ADP
cblr-7814	464	4	n.118	n.118	ADJ
cblr-7814	464	5	.	.	PUNCT
cblr-7814	465	1	see	see	VERB
cblr-7814	465	2	also	also	ADV
cblr-7814	465	3	i	i	PROPN
cblr-7814	465	4	d.	d.	PROPN
cblr-7814	465	5	29	29	NUM
cblr-7814	465	6	c.f.r	c.f.r	NOUN
cblr-7814	465	7	.	.	PUNCT
cblr-7814	466	1	§	§	PROPN
cblr-7814	466	2	1607.16(d	1607.16(d	NUM
cblr-7814	466	3	)	)	PUNCT
cblr-7814	466	4	,	,	PUNCT
cblr-7814	466	5	(	(	PUNCT
cblr-7814	466	6	f	f	X
cblr-7814	466	7	)	)	PUNCT
cblr-7814	466	8	.	.	PUNCT
cblr-7814	467	1	203	203	NUM
cblr-7814	467	2	alexander	alexander	PROPN
cblr-7814	467	3	&	&	CCONJ
cblr-7814	467	4	tippett	tippett	PROPN
cblr-7814	467	5	,	,	PUNCT
cblr-7814	467	6	supra	supra	PROPN
cblr-7814	467	7	note	note	PROPN
cblr-7814	467	8	79	79	NUM
cblr-7814	467	9	,	,	PUNCT
cblr-7814	467	10	at	at	ADP
cblr-7814	467	11	995–96	995–96	NUM
cblr-7814	467	12	.	.	PROPN
cblr-7814	468	1	204	204	NUM
cblr-7814	468	2	see	see	VERB
cblr-7814	468	3	i	i	PRON
cblr-7814	468	4	d.	d.	PROPN
cblr-7814	468	5	at	at	ADP
cblr-7814	468	6	997	997	NUM
cblr-7814	468	7	.	.	PUNCT
cblr-7814	468	8	205	205	NUM
cblr-7814	468	9	see	see	VERB
cblr-7814	468	10	i	i	PROPN
cblr-7814	468	11	d	d	PROPN
cblr-7814	468	12	..	..	PROPN
cblr-7814	468	13	206	206	NUM
cblr-7814	468	14	see	see	VERB
cblr-7814	468	15	i	i	PROPN
cblr-7814	468	16	d.	d.	PROPN
cblr-7814	468	17	(	(	PUNCT
cblr-7814	468	18	citing	cite	VERB
cblr-7814	468	19	kim	kim	PROPN
cblr-7814	468	20	,	,	PUNCT
cblr-7814	468	21	supra	supra	PROPN
cblr-7814	468	22	note	note	PROPN
cblr-7814	468	23	23	23	NUM
cblr-7814	468	24	,	,	PUNCT
cblr-7814	468	25	at	at	ADP
cblr-7814	468	26	879–80	879–80	PROPN
cblr-7814	468	27	(	(	PUNCT
cblr-7814	468	28	explaining	explain	VERB
cblr-7814	468	29	that	that	SCONJ
cblr-7814	468	30	data	datum	NOUN
cblr-7814	468	31	mining	mining	NOUN
cblr-7814	468	32	is	be	AUX
cblr-7814	468	33	atheoretical	atheoretical	ADJ
cblr-7814	468	34	insofar	insofar	ADV
cblr-7814	468	35	as	as	SCONJ
cblr-7814	468	36	“	"	PUNCT
cblr-7814	468	37	[	[	X
cblr-7814	468	38	d]ata	d]ata	PRON
cblr-7814	468	39	miners	miner	NOUN
cblr-7814	468	40	have	have	VERB
cblr-7814	468	41	no	no	DET
cblr-7814	468	42	particular	particular	ADJ
cblr-7814	468	43	theory	theory	NOUN
cblr-7814	468	44	they	they	PRON
cblr-7814	468	45	are	be	AUX
cblr-7814	468	46	trying	try	VERB
cblr-7814	468	47	to	to	PART
cblr-7814	468	48	test	test	VERB
cblr-7814	468	49	,	,	PUNCT
cblr-7814	468	50	nor	nor	CCONJ
cblr-7814	468	51	are	be	AUX
cblr-7814	468	52	they	they	PRON
cblr-7814	468	53	necessarily	necessarily	ADV
cblr-7814	468	54	interested	interested	ADJ
cblr-7814	468	55	in	in	ADP
cblr-7814	468	56	explaining	explain	VERB
cblr-7814	468	57	observed	observed	ADJ
cblr-7814	468	58	relationships	relationship	NOUN
cblr-7814	468	59	between	between	ADP
cblr-7814	468	60	different	different	ADJ
cblr-7814	468	61	variables	variable	NOUN
cblr-7814	468	62	”	"	PUNCT
cblr-7814	468	63	)	)	PUNCT
cblr-7814	468	64	)	)	PUNCT
cblr-7814	468	65	.	.	PUNCT
cblr-7814	469	1	pedersen	pedersen	NOUN
cblr-7814	469	2	(	(	PUNCT
cblr-7814	469	3	note	note	NOUN
cblr-7814	469	4	)	)	PUNCT
cblr-7814	469	5	1/15/2021	1/15/2021	NUM
cblr-7814	469	6	5:01	5:01	NUM
cblr-7814	469	7	pm	pm	PROPN
cblr-7814	469	8	1158	1158	NUM
cblr-7814	469	9	columbia	columbia	PROPN
cblr-7814	469	10	business	business	NOUN
cblr-7814	469	11	law	law	PROPN
cblr-7814	469	12	review	review	NOUN
cblr-7814	469	13	[	[	X
cblr-7814	469	14	vol	vol	NOUN
cblr-7814	469	15	.	.	PUNCT
cblr-7814	469	16	2020	2020	NUM
cblr-7814	469	17	2	2	NUM
cblr-7814	469	18	.	.	X
cblr-7814	469	19	title	title	NOUN
cblr-7814	469	20	vii	vii	PROPN
cblr-7814	469	21	some	some	DET
cblr-7814	469	22	scholars	scholar	NOUN
cblr-7814	469	23	opine	opine	VERB
cblr-7814	469	24	that	that	DET
cblr-7814	469	25	current	current	ADJ
cblr-7814	469	26	title	title	NOUN
cblr-7814	469	27	vii	vii	PROPN
cblr-7814	469	28	doctrine	doctrine	NOUN
cblr-7814	469	29	“	"	PUNCT
cblr-7814	469	30	appear[s	appear[s	PROPN
cblr-7814	469	31	]	]	PUNCT
cblr-7814	469	32	to	to	PART
cblr-7814	469	33	bless	bless	VERB
cblr-7814	469	34	”	"	PUNCT
cblr-7814	469	35	the	the	DET
cblr-7814	469	36	use	use	NOUN
cblr-7814	469	37	of	of	ADP
cblr-7814	469	38	algorithms	algorithm	NOUN
cblr-7814	469	39	that	that	PRON
cblr-7814	469	40	work	work	VERB
cblr-7814	469	41	to	to	PART
cblr-7814	469	42	disadvantage	disadvantage	VERB
cblr-7814	469	43	protected	protect	VERB
cblr-7814	469	44	groups	group	NOUN
cblr-7814	469	45	in	in	ADP
cblr-7814	469	46	many	many	ADJ
cblr-7814	469	47	cases.207	cases.207	NOUN
cblr-7814	469	48	however	however	ADV
cblr-7814	469	49	,	,	PUNCT
cblr-7814	469	50	professor	professor	PROPN
cblr-7814	469	51	pauline	pauline	PROPN
cblr-7814	469	52	kim	kim	PROPN
cblr-7814	469	53	has	have	AUX
cblr-7814	469	54	proposed	propose	VERB
cblr-7814	469	55	interpreting	interpret	VERB
cblr-7814	469	56	title	title	NOUN
cblr-7814	469	57	vii	vii	PROPN
cblr-7814	469	58	to	to	PART
cblr-7814	469	59	better	well	ADV
cblr-7814	469	60	protect	protect	VERB
cblr-7814	469	61	employees	employee	NOUN
cblr-7814	469	62	from	from	ADP
cblr-7814	469	63	algorithmic	algorithmic	ADJ
cblr-7814	469	64	bias	bias	NOUN
cblr-7814	469	65	,	,	PUNCT
cblr-7814	469	66	adapting	adapt	VERB
cblr-7814	469	67	traditional	traditional	ADJ
cblr-7814	469	68	disparate	disparate	ADJ
cblr-7814	469	69	impact	impact	NOUN
cblr-7814	469	70	so	so	SCONJ
cblr-7814	469	71	that	that	SCONJ
cblr-7814	469	72	“	"	PUNCT
cblr-7814	469	73	an	an	DET
cblr-7814	469	74	employer	employer	NOUN
cblr-7814	470	1	[	[	X
cblr-7814	470	2	who	who	PRON
cblr-7814	470	3	]	]	PUNCT
cblr-7814	470	4	relies	rely	VERB
cblr-7814	470	5	on	on	ADP
cblr-7814	470	6	a	a	DET
cblr-7814	470	7	data	data	NOUN
cblr-7814	470	8	-	-	PUNCT
cblr-7814	470	9	driven	drive	VERB
cblr-7814	470	10	classification	classification	NOUN
cblr-7814	470	11	scheme	scheme	NOUN
cblr-7814	470	12	to	to	PART
cblr-7814	470	13	sort	sort	VERB
cblr-7814	470	14	applicants	applicant	NOUN
cblr-7814	470	15	or	or	CCONJ
cblr-7814	470	16	employees	employee	NOUN
cblr-7814	470	17	.	.	PUNCT
cblr-7814	470	18	.	.	PUNCT
cblr-7814	471	1	.	.	PUNCT
cblr-7814	472	1	should	should	AUX
cblr-7814	472	2	be	be	AUX
cblr-7814	472	3	responsible	responsible	ADJ
cblr-7814	472	4	for	for	ADP
cblr-7814	472	5	the	the	DET
cblr-7814	472	6	impact	impact	NOUN
cblr-7814	472	7	that	that	PRON
cblr-7814	472	8	selection	selection	NOUN
cblr-7814	472	9	device	device	NOUN
cblr-7814	472	10	has	have	VERB
cblr-7814	472	11	on	on	ADP
cblr-7814	472	12	the	the	DET
cblr-7814	472	13	opportunities	opportunity	NOUN
cblr-7814	472	14	of	of	ADP
cblr-7814	472	15	workers	worker	NOUN
cblr-7814	472	16	in	in	ADP
cblr-7814	472	17	protected	protect	VERB
cblr-7814	472	18	classes	class	NOUN
cblr-7814	472	19	.	.	PUNCT
cblr-7814	473	1	”208	”208	NOUN
cblr-7814	473	2	this	this	PRON
cblr-7814	473	3	would	would	AUX
cblr-7814	473	4	require	require	VERB
cblr-7814	473	5	the	the	DET
cblr-7814	473	6	judiciary	judiciary	NOUN
cblr-7814	473	7	to	to	PART
cblr-7814	473	8	extend	extend	VERB
cblr-7814	473	9	title	title	NOUN
cblr-7814	473	10	vii	vii	PROPN
cblr-7814	473	11	’s	’s	PART
cblr-7814	473	12	prohibitions	prohibition	NOUN
cblr-7814	473	13	on	on	ADP
cblr-7814	473	14	discrimination	discrimination	NOUN
cblr-7814	473	15	to	to	ADP
cblr-7814	473	16	what	what	PRON
cblr-7814	473	17	kim	kim	PROPN
cblr-7814	473	18	describes	describe	VERB
cblr-7814	473	19	as	as	ADP
cblr-7814	473	20	“	"	PUNCT
cblr-7814	473	21	classification	classification	NOUN
cblr-7814	473	22	bias	bias	NOUN
cblr-7814	473	23	.	.	PUNCT
cblr-7814	474	1	”209	”209	PROPN
cblr-7814	474	2	kim	kim	PROPN
cblr-7814	474	3	also	also	ADV
cblr-7814	474	4	urges	urge	VERB
cblr-7814	474	5	changes	change	NOUN
cblr-7814	474	6	in	in	ADP
cblr-7814	474	7	the	the	DET
cblr-7814	474	8	law	law	NOUN
cblr-7814	474	9	to	to	PART
cblr-7814	474	10	provide	provide	VERB
cblr-7814	474	11	workers	worker	NOUN
cblr-7814	474	12	with	with	ADP
cblr-7814	474	13	meaningful	meaningful	ADJ
cblr-7814	474	14	opportunities	opportunity	NOUN
cblr-7814	474	15	for	for	ADP
cblr-7814	474	16	relief	relief	NOUN
cblr-7814	474	17	,	,	PUNCT
cblr-7814	474	18	including	include	VERB
cblr-7814	474	19	making	make	VERB
cblr-7814	474	20	“	"	PUNCT
cblr-7814	474	21	an	an	DET
cblr-7814	474	22	employer	employer	NOUN
cblr-7814	474	23	’s	’s	PART
cblr-7814	474	24	defense	defense	NOUN
cblr-7814	474	25	of	of	ADP
cblr-7814	474	26	an	an	DET
cblr-7814	474	27	algorithm	algorithm	NOUN
cblr-7814	474	28	with	with	ADP
cblr-7814	474	29	biased	biased	ADJ
cblr-7814	474	30	effects	effect	NOUN
cblr-7814	474	31	.	.	PUNCT
cblr-7814	474	32	.	.	PUNCT
cblr-7814	474	33	.	.	PUNCT
cblr-7814	475	1	depend	depend	VERB
cblr-7814	475	2	,	,	PUNCT
cblr-7814	475	3	not	not	PART
cblr-7814	475	4	on	on	ADP
cblr-7814	475	5	a	a	DET
cblr-7814	475	6	claim	claim	NOUN
cblr-7814	475	7	of	of	ADP
cblr-7814	475	8	jobrelatedness	jobrelatedness	NOUN
cblr-7814	475	9	,	,	PUNCT
cblr-7814	475	10	but	but	CCONJ
cblr-7814	475	11	on	on	ADP
cblr-7814	475	12	the	the	DET
cblr-7814	475	13	employer	employer	NOUN
cblr-7814	475	14	proving	prove	VERB
cblr-7814	475	15	that	that	SCONJ
cblr-7814	475	16	the	the	DET
cblr-7814	475	17	underlying	underlie	VERB
cblr-7814	475	18	model	model	NOUN
cblr-7814	475	19	is	be	AUX
cblr-7814	475	20	statistically	statistically	ADV
cblr-7814	475	21	valid	valid	ADJ
cblr-7814	475	22	and	and	CCONJ
cblr-7814	475	23	substantially	substantially	ADV
cblr-7814	475	24	meaningful	meaningful	ADJ
cblr-7814	475	25	.	.	PUNCT
cblr-7814	476	1	”210	”210	PROPN
cblr-7814	477	1	v.	v.	ADV
cblr-7814	477	2	towards	towards	ADP
cblr-7814	477	3	transparent	transparent	ADJ
cblr-7814	477	4	and	and	CCONJ
cblr-7814	477	5	accountable	accountable	ADJ
cblr-7814	477	6	people	people	NOUN
cblr-7814	477	7	analytics	analytic	NOUN
cblr-7814	477	8	although	although	SCONJ
cblr-7814	477	9	european	european	PROPN
cblr-7814	477	10	privacy	privacy	PROPN
cblr-7814	477	11	regulations	regulation	NOUN
cblr-7814	477	12	attempt	attempt	VERB
cblr-7814	477	13	to	to	PART
cblr-7814	477	14	restrict	restrict	VERB
cblr-7814	477	15	automated	automate	VERB
cblr-7814	477	16	decisionmaking	decisionmaking	NOUN
cblr-7814	477	17	and	and	CCONJ
cblr-7814	477	18	decisionmaking	decisionmake	VERB
cblr-7814	477	19	based	base	VERB
cblr-7814	477	20	on	on	ADP
cblr-7814	477	21	algorithmic	algorithmic	ADJ
cblr-7814	477	22	profiling,211	profiling,211	PROPN
cblr-7814	477	23	the	the	DET
cblr-7814	477	24	united	united	PROPN
cblr-7814	477	25	states	states	PROPN
cblr-7814	477	26	has	have	AUX
cblr-7814	477	27	been	be	AUX
cblr-7814	477	28	much	much	ADV
cblr-7814	477	29	slower	slow	ADJ
cblr-7814	477	30	to	to	PART
cblr-7814	477	31	respond	respond	VERB
cblr-7814	477	32	to	to	ADP
cblr-7814	477	33	the	the	DET
cblr-7814	477	34	autonomy	autonomy	NOUN
cblr-7814	477	35	-	-	PUNCT
cblr-7814	477	36	compromising	compromise	VERB
cblr-7814	477	37	applications	application	NOUN
cblr-7814	477	38	of	of	ADP
cblr-7814	477	39	algorithms	algorithm	NOUN
cblr-7814	477	40	:	:	PUNCT
cblr-7814	477	41	current	current	ADJ
cblr-7814	477	42	data	datum	NOUN
cblr-7814	477	43	privacy	privacy	NOUN
cblr-7814	477	44	legislation	legislation	NOUN
cblr-7814	477	45	also	also	ADV
cblr-7814	477	46	contains	contain	VERB
cblr-7814	477	47	broad	broad	ADJ
cblr-7814	477	48	exemptions	exemption	NOUN
cblr-7814	477	49	for	for	ADP
cblr-7814	477	50	employer	employer	NOUN
cblr-7814	477	51	use	use	NOUN
cblr-7814	477	52	of	of	ADP
cblr-7814	477	53	employee	employee	NOUN
cblr-7814	477	54	data.212	data.212	ADJ
cblr-7814	477	55	even	even	ADV
cblr-7814	477	56	if	if	SCONJ
cblr-7814	477	57	these	these	DET
cblr-7814	477	58	data	datum	NOUN
cblr-7814	477	59	privacy	privacy	NOUN
cblr-7814	477	60	laws	law	NOUN
cblr-7814	477	61	expand	expand	VERB
cblr-7814	477	62	to	to	PART
cblr-7814	477	63	cover	cover	VERB
cblr-7814	477	64	employers	employer	NOUN
cblr-7814	477	65	,	,	PUNCT
cblr-7814	477	66	merely	merely	ADV
cblr-7814	477	67	preventing	prevent	VERB
cblr-7814	477	68	an	an	DET
cblr-7814	477	69	employee	employee	NOUN
cblr-7814	477	70	’s	’s	PART
cblr-7814	477	71	data	datum	NOUN
cblr-7814	477	72	from	from	ADP
cblr-7814	477	73	entering	enter	VERB
cblr-7814	477	74	a	a	DET
cblr-7814	477	75	207	207	NUM
cblr-7814	477	76	see	see	NOUN
cblr-7814	477	77	solon	solon	NOUN
cblr-7814	477	78	barocas	barocas	PROPN
cblr-7814	477	79	&	&	CCONJ
cblr-7814	477	80	andrew	andrew	PROPN
cblr-7814	477	81	d.	d.	PROPN
cblr-7814	477	82	selbst	selbst	PROPN
cblr-7814	477	83	,	,	PUNCT
cblr-7814	477	84	big	big	PROPN
cblr-7814	477	85	data	datum	NOUN
cblr-7814	477	86	’s	’s	PART
cblr-7814	477	87	disparate	disparate	ADJ
cblr-7814	477	88	impact	impact	NOUN
cblr-7814	477	89	,	,	PUNCT
cblr-7814	477	90	104	104	NUM
cblr-7814	477	91	calif	calif	PROPN
cblr-7814	477	92	.	.	PUNCT
cblr-7814	478	1	l.	l.	PROPN
cblr-7814	478	2	rev	rev	PROPN
cblr-7814	478	3	.	.	PROPN
cblr-7814	478	4	671	671	NUM
cblr-7814	478	5	,	,	PUNCT
cblr-7814	478	6	672	672	NUM
cblr-7814	478	7	(	(	PUNCT
cblr-7814	478	8	2016	2016	NUM
cblr-7814	478	9	)	)	PUNCT
cblr-7814	478	10	.	.	PUNCT
cblr-7814	479	1	208	208	NUM
cblr-7814	479	2	see	see	VERB
cblr-7814	479	3	kim	kim	PROPN
cblr-7814	479	4	,	,	PUNCT
cblr-7814	479	5	supra	supra	PROPN
cblr-7814	479	6	note	note	PROPN
cblr-7814	479	7	23	23	NUM
cblr-7814	479	8	,	,	PUNCT
cblr-7814	479	9	at	at	ADP
cblr-7814	479	10	917	917	NUM
cblr-7814	479	11	.	.	PUNCT
cblr-7814	480	1	209	209	NUM
cblr-7814	480	2	see	see	VERB
cblr-7814	480	3	i	i	PRON
cblr-7814	480	4	d.	d.	PROPN
cblr-7814	480	5	at	at	ADP
cblr-7814	480	6	917–18	917–18	NUM
cblr-7814	480	7	.	.	X
cblr-7814	480	8	210	210	NUM
cblr-7814	480	9	see	see	VERB
cblr-7814	480	10	i	i	PRON
cblr-7814	480	11	d.	d.	PROPN
cblr-7814	480	12	at	at	ADP
cblr-7814	480	13	917	917	NUM
cblr-7814	480	14	,	,	PUNCT
cblr-7814	480	15	920–922	920–922	NUM
cblr-7814	480	16	.	.	NOUN
cblr-7814	480	17	211	211	NUM
cblr-7814	480	18	see	see	VERB
cblr-7814	480	19	council	council	NOUN
cblr-7814	480	20	regulation	regulation	NOUN
cblr-7814	480	21	2016/679	2016/679	NOUN
cblr-7814	480	22	,	,	PUNCT
cblr-7814	480	23	art	art	NOUN
cblr-7814	480	24	.	.	PUNCT
cblr-7814	481	1	71	71	NUM
cblr-7814	481	2	,	,	PUNCT
cblr-7814	481	3	2016	2016	NUM
cblr-7814	481	4	o.j	o.j	PROPN
cblr-7814	481	5	.	.	PROPN
cblr-7814	481	6	(	(	PUNCT
cblr-7814	481	7	l119	l119	PROPN
cblr-7814	481	8	)	)	PUNCT
cblr-7814	481	9	1	1	NUM
cblr-7814	481	10	,	,	PUNCT
cblr-7814	481	11	14	14	NUM
cblr-7814	481	12	.	.	PUNCT
cblr-7814	481	13	212	212	NUM
cblr-7814	481	14	see	see	NOUN
cblr-7814	481	15	e.g.	e.g.	ADV
cblr-7814	481	16	,	,	PUNCT
cblr-7814	481	17	california	california	PROPN
cblr-7814	481	18	consumer	consumer	PROPN
cblr-7814	481	19	privacy	privacy	PROPN
cblr-7814	481	20	act	act	PROPN
cblr-7814	481	21	,	,	PUNCT
cblr-7814	481	22	cal	cal	PROPN
cblr-7814	481	23	.	.	PUNCT
cblr-7814	482	1	civ	civ	PROPN
cblr-7814	482	2	.	.	PUNCT
cblr-7814	482	3	code	code	PROPN
cblr-7814	482	4	§	§	PROPN
cblr-7814	482	5	§	§	PROPN
cblr-7814	482	6	1798.120	1798.120	NUM
cblr-7814	482	7	,	,	PUNCT
cblr-7814	482	8	.140	.140	NUM
cblr-7814	482	9	(	(	PUNCT
cblr-7814	482	10	2020	2020	NUM
cblr-7814	482	11	)	)	PUNCT
cblr-7814	482	12	(	(	PUNCT
cblr-7814	482	13	allowing	allow	VERB
cblr-7814	482	14	certain	certain	ADJ
cblr-7814	482	15	business	business	NOUN
cblr-7814	482	16	transactions	transaction	NOUN
cblr-7814	482	17	in	in	ADP
cblr-7814	482	18	data	datum	NOUN
cblr-7814	482	19	with	with	ADP
cblr-7814	482	20	“	"	PUNCT
cblr-7814	482	21	service	service	NOUN
cblr-7814	482	22	providers	provider	NOUN
cblr-7814	482	23	”	"	PUNCT
cblr-7814	482	24	even	even	ADV
cblr-7814	482	25	when	when	SCONJ
cblr-7814	482	26	an	an	DET
cblr-7814	482	27	individual	individual	NOUN
cblr-7814	482	28	opts	opt	VERB
cblr-7814	482	29	out	out	ADP
cblr-7814	482	30	of	of	ADP
cblr-7814	482	31	data	datum	NOUN
cblr-7814	482	32	sales	sale	NOUN
cblr-7814	482	33	)	)	PUNCT
cblr-7814	482	34	.	.	PUNCT
cblr-7814	483	1	pedersen	pedersen	NOUN
cblr-7814	483	2	(	(	PUNCT
cblr-7814	483	3	note	note	NOUN
cblr-7814	483	4	)	)	PUNCT
cblr-7814	483	5	1/15/2021	1/15/2021	NUM
cblr-7814	483	6	5:01	5:01	NUM
cblr-7814	483	7	pm	pm	NOUN
cblr-7814	483	8	no	no	INTJ
cblr-7814	483	9	.	.	PUNCT
cblr-7814	484	1	3:1122	3:1122	NUM
cblr-7814	484	2	]	]	X
cblr-7814	484	3	people	people	NOUN
cblr-7814	484	4	analytics	analytic	NOUN
cblr-7814	484	5	and	and	CCONJ
cblr-7814	484	6	individual	individual	ADJ
cblr-7814	484	7	autonomy	autonomy	NOUN
cblr-7814	484	8	1159	1159	NUM
cblr-7814	484	9	particular	particular	ADJ
cblr-7814	484	10	data	data	NOUN
cblr-7814	484	11	pool	pool	NOUN
cblr-7814	484	12	will	will	AUX
cblr-7814	484	13	not	not	PART
cblr-7814	484	14	protect	protect	VERB
cblr-7814	484	15	that	that	DET
cblr-7814	484	16	employee	employee	NOUN
cblr-7814	484	17	from	from	ADP
cblr-7814	484	18	the	the	DET
cblr-7814	484	19	privacy	privacy	NOUN
cblr-7814	484	20	intrusions	intrusion	NOUN
cblr-7814	484	21	of	of	ADP
cblr-7814	484	22	algorithmic	algorithmic	ADJ
cblr-7814	484	23	profiling	profiling	NOUN
cblr-7814	484	24	or	or	CCONJ
cblr-7814	484	25	from	from	ADP
cblr-7814	484	26	the	the	DET
cblr-7814	484	27	resulting	result	VERB
cblr-7814	484	28	discriminatory	discriminatory	ADJ
cblr-7814	484	29	and	and	CCONJ
cblr-7814	484	30	arbitrary	arbitrary	ADJ
cblr-7814	484	31	limitations	limitation	NOUN
cblr-7814	484	32	on	on	ADP
cblr-7814	484	33	freedom	freedom	NOUN
cblr-7814	484	34	of	of	ADP
cblr-7814	484	35	choice	choice	NOUN
cblr-7814	484	36	and	and	CCONJ
cblr-7814	484	37	opportunity	opportunity	NOUN
cblr-7814	484	38	.	.	PUNCT
cblr-7814	485	1	even	even	ADV
cblr-7814	485	2	an	an	DET
cblr-7814	485	3	employee	employee	NOUN
cblr-7814	485	4	who	who	PRON
cblr-7814	485	5	has	have	AUX
cblr-7814	485	6	exercised	exercise	VERB
cblr-7814	485	7	her	her	PRON
cblr-7814	485	8	newly	newly	ADV
cblr-7814	485	9	-	-	PUNCT
cblr-7814	485	10	granted	grant	VERB
cblr-7814	485	11	right	right	NOUN
cblr-7814	485	12	to	to	PART
cblr-7814	485	13	opt	opt	VERB
cblr-7814	485	14	out	out	ADP
cblr-7814	485	15	of	of	ADP
cblr-7814	485	16	the	the	DET
cblr-7814	485	17	resale	resale	NOUN
cblr-7814	485	18	of	of	ADP
cblr-7814	485	19	her	her	PRON
cblr-7814	485	20	data	datum	NOUN
cblr-7814	485	21	may	may	AUX
cblr-7814	485	22	,	,	PUNCT
cblr-7814	485	23	depending	depend	VERB
cblr-7814	485	24	on	on	ADP
cblr-7814	485	25	workplace	workplace	ADJ
cblr-7814	485	26	policy	policy	NOUN
cblr-7814	485	27	,	,	PUNCT
cblr-7814	485	28	still	still	ADV
cblr-7814	485	29	feel	feel	VERB
cblr-7814	485	30	the	the	DET
cblr-7814	485	31	influence	influence	NOUN
cblr-7814	485	32	of	of	ADP
cblr-7814	485	33	her	her	PRON
cblr-7814	485	34	employer	employer	NOUN
cblr-7814	485	35	’s	’s	PART
cblr-7814	485	36	people	people	NOUN
cblr-7814	485	37	analytics	analytic	NOUN
cblr-7814	485	38	algorithm	algorithm	NOUN
cblr-7814	485	39	.	.	PUNCT
cblr-7814	486	1	the	the	DET
cblr-7814	486	2	algorithm	algorithm	NOUN
cblr-7814	486	3	will	will	AUX
cblr-7814	486	4	identify	identify	VERB
cblr-7814	486	5	a	a	DET
cblr-7814	486	6	profile	profile	NOUN
cblr-7814	486	7	that	that	SCONJ
cblr-7814	486	8	the	the	DET
cblr-7814	486	9	employee	employee	NOUN
cblr-7814	486	10	is	be	AUX
cblr-7814	486	11	likely	likely	ADJ
cblr-7814	486	12	to	to	PART
cblr-7814	486	13	fit	fit	VERB
cblr-7814	486	14	and	and	CCONJ
cblr-7814	486	15	use	use	VERB
cblr-7814	486	16	that	that	DET
cblr-7814	486	17	profile	profile	NOUN
cblr-7814	486	18	to	to	PART
cblr-7814	486	19	guide	guide	VERB
cblr-7814	486	20	or	or	CCONJ
cblr-7814	486	21	control	control	VERB
cblr-7814	486	22	decisions	decision	NOUN
cblr-7814	486	23	which	which	PRON
cblr-7814	486	24	may	may	AUX
cblr-7814	486	25	affect	affect	VERB
cblr-7814	486	26	her	her	PRON
cblr-7814	486	27	employment	employment	NOUN
cblr-7814	486	28	status	status	NOUN
cblr-7814	486	29	,	,	PUNCT
cblr-7814	486	30	opportunities	opportunity	NOUN
cblr-7814	486	31	,	,	PUNCT
cblr-7814	486	32	or	or	CCONJ
cblr-7814	486	33	her	her	PRON
cblr-7814	486	34	cost	cost	NOUN
cblr-7814	486	35	of	of	ADP
cblr-7814	486	36	employer	employer	NOUN
cblr-7814	486	37	-	-	PUNCT
cblr-7814	486	38	provided	provide	VERB
cblr-7814	486	39	healthcare.213	healthcare.213	NOUN
cblr-7814	486	40	the	the	DET
cblr-7814	486	41	only	only	ADJ
cblr-7814	486	42	difference	difference	NOUN
cblr-7814	486	43	is	be	AUX
cblr-7814	486	44	that	that	SCONJ
cblr-7814	486	45	the	the	DET
cblr-7814	486	46	algorithm	algorithm	NOUN
cblr-7814	486	47	no	no	ADV
cblr-7814	486	48	longer	long	ADV
cblr-7814	486	49	uses	use	VERB
cblr-7814	486	50	the	the	DET
cblr-7814	486	51	employee	employee	NOUN
cblr-7814	486	52	’s	’s	PART
cblr-7814	486	53	own	own	ADJ
cblr-7814	486	54	data	datum	NOUN
cblr-7814	486	55	,	,	PUNCT
cblr-7814	486	56	increasing	increase	VERB
cblr-7814	486	57	the	the	DET
cblr-7814	486	58	likelihood	likelihood	NOUN
cblr-7814	486	59	that	that	SCONJ
cblr-7814	486	60	the	the	DET
cblr-7814	486	61	algorithmically	algorithmically	ADV
cblr-7814	486	62	-	-	PUNCT
cblr-7814	486	63	developed	develop	VERB
cblr-7814	486	64	profile	profile	NOUN
cblr-7814	486	65	will	will	AUX
cblr-7814	486	66	provide	provide	VERB
cblr-7814	486	67	less	less	ADV
cblr-7814	486	68	accurate	accurate	ADJ
cblr-7814	486	69	predictions	prediction	NOUN
cblr-7814	486	70	regarding	regard	VERB
cblr-7814	486	71	that	that	DET
cblr-7814	486	72	employee	employee	NOUN
cblr-7814	486	73	.	.	PUNCT
cblr-7814	487	1	laws	law	NOUN
cblr-7814	487	2	which	which	PRON
cblr-7814	487	3	so	so	ADV
cblr-7814	487	4	narrowly	narrowly	ADV
cblr-7814	487	5	frame	frame	VERB
cblr-7814	487	6	the	the	DET
cblr-7814	487	7	harms	harm	NOUN
cblr-7814	487	8	of	of	ADP
cblr-7814	487	9	data	datum	NOUN
cblr-7814	487	10	privacy	privacy	NOUN
cblr-7814	487	11	exploitation	exploitation	NOUN
cblr-7814	487	12	risk	risk	NOUN
cblr-7814	487	13	undermining	undermine	VERB
cblr-7814	487	14	our	our	PRON
cblr-7814	487	15	ability	ability	NOUN
cblr-7814	487	16	to	to	PART
cblr-7814	487	17	conceptualize	conceptualize	VERB
cblr-7814	487	18	and	and	CCONJ
cblr-7814	487	19	address	address	VERB
cblr-7814	487	20	the	the	DET
cblr-7814	487	21	significant	significant	ADJ
cblr-7814	487	22	threats	threat	NOUN
cblr-7814	487	23	that	that	PRON
cblr-7814	487	24	data	datum	NOUN
cblr-7814	487	25	mining	mining	NOUN
cblr-7814	487	26	poses	pose	NOUN
cblr-7814	487	27	to	to	ADP
cblr-7814	487	28	individual	individual	ADJ
cblr-7814	487	29	and	and	CCONJ
cblr-7814	487	30	collective	collective	ADJ
cblr-7814	487	31	autonomy	autonomy	NOUN
cblr-7814	487	32	in	in	ADP
cblr-7814	487	33	the	the	DET
cblr-7814	487	34	workplace	workplace	NOUN
cblr-7814	487	35	and	and	CCONJ
cblr-7814	487	36	beyond.214	beyond.214	ADJ
cblr-7814	487	37	a.	a.	NOUN
cblr-7814	487	38	regulatory	regulatory	ADJ
cblr-7814	487	39	priorities	priority	NOUN
cblr-7814	487	40	algorithmic	algorithmic	ADJ
cblr-7814	487	41	transparency	transparency	NOUN
cblr-7814	487	42	is	be	AUX
cblr-7814	487	43	a	a	DET
cblr-7814	487	44	necessary	necessary	ADJ
cblr-7814	487	45	step	step	NOUN
cblr-7814	487	46	towards	towards	ADP
cblr-7814	487	47	understanding	understand	VERB
cblr-7814	487	48	how	how	SCONJ
cblr-7814	487	49	to	to	PART
cblr-7814	487	50	regulate	regulate	VERB
cblr-7814	487	51	and	and	CCONJ
cblr-7814	487	52	monitor	monitor	VERB
cblr-7814	487	53	effectively	effectively	ADV
cblr-7814	487	54	the	the	DET
cblr-7814	487	55	abuse	abuse	NOUN
cblr-7814	487	56	of	of	ADP
cblr-7814	487	57	predictive	predictive	ADJ
cblr-7814	487	58	analytics	analytic	NOUN
cblr-7814	487	59	in	in	ADP
cblr-7814	487	60	the	the	DET
cblr-7814	487	61	workplace	workplace	NOUN
cblr-7814	487	62	without	without	ADP
cblr-7814	487	63	unnecessarily	unnecessarily	ADV
cblr-7814	487	64	sacrificing	sacrifice	VERB
cblr-7814	487	65	technological	technological	ADJ
cblr-7814	487	66	development	development	NOUN
cblr-7814	487	67	or	or	CCONJ
cblr-7814	487	68	the	the	DET
cblr-7814	487	69	benefits	benefit	NOUN
cblr-7814	487	70	that	that	PRON
cblr-7814	487	71	could	could	AUX
cblr-7814	487	72	be	be	AUX
cblr-7814	487	73	derived	derive	VERB
cblr-7814	487	74	from	from	ADP
cblr-7814	487	75	algorithmic	algorithmic	ADJ
cblr-7814	487	76	insights.215	insights.215	VERB
cblr-7814	487	77	people	people	NOUN
cblr-7814	487	78	analytics	analytic	NOUN
cblr-7814	487	79	processes	process	NOUN
cblr-7814	487	80	are	be	AUX
cblr-7814	487	81	largely	largely	ADV
cblr-7814	487	82	invisible	invisible	ADJ
cblr-7814	487	83	to	to	ADP
cblr-7814	487	84	those	those	PRON
cblr-7814	487	85	whose	whose	DET
cblr-7814	487	86	freedoms	freedom	NOUN
cblr-7814	487	87	they	they	PRON
cblr-7814	487	88	restrict.216	restrict.216	VERB
cblr-7814	487	89	applicants	applicant	NOUN
cblr-7814	487	90	and	and	CCONJ
cblr-7814	487	91	employees	employee	NOUN
cblr-7814	487	92	typically	typically	ADV
cblr-7814	487	93	have	have	VERB
cblr-7814	487	94	no	no	DET
cblr-7814	487	95	right	right	NOUN
cblr-7814	487	96	to	to	PART
cblr-7814	487	97	notice	notice	VERB
cblr-7814	487	98	or	or	CCONJ
cblr-7814	487	99	explanation	explanation	NOUN
cblr-7814	487	100	,	,	PUNCT
cblr-7814	487	101	no	no	DET
cblr-7814	487	102	opportunity	opportunity	NOUN
cblr-7814	487	103	to	to	PART
cblr-7814	487	104	consent	consent	VERB
cblr-7814	487	105	,	,	PUNCT
cblr-7814	487	106	and	and	CCONJ
cblr-7814	487	107	no	no	DET
cblr-7814	487	108	practical	practical	ADJ
cblr-7814	487	109	ability	ability	NOUN
cblr-7814	487	110	to	to	PART
cblr-7814	487	111	dispute	dispute	VERB
cblr-7814	487	112	the	the	DET
cblr-7814	487	113	applicability	applicability	NOUN
cblr-7814	487	114	,	,	PUNCT
cblr-7814	487	115	213	213	NUM
cblr-7814	487	116	supra	supra	PROPN
cblr-7814	487	117	section	section	NOUN
cblr-7814	487	118	v.b	v.b	PROPN
cblr-7814	487	119	.	.	PROPN
cblr-7814	487	120	214	214	NUM
cblr-7814	487	121	see	see	VERB
cblr-7814	487	122	kerr	kerr	PROPN
cblr-7814	487	123	&	&	CCONJ
cblr-7814	487	124	earle	earle	PROPN
cblr-7814	487	125	,	,	PUNCT
cblr-7814	487	126	supra	supra	PROPN
cblr-7814	487	127	note	note	NOUN
cblr-7814	487	128	95	95	NUM
cblr-7814	487	129	,	,	PUNCT
cblr-7814	487	130	at	at	ADP
cblr-7814	487	131	71	71	NUM
cblr-7814	487	132	.	.	PUNCT
cblr-7814	488	1	215	215	NUM
cblr-7814	488	2	see	see	VERB
cblr-7814	488	3	balkin	balkin	NOUN
cblr-7814	488	4	,	,	PUNCT
cblr-7814	488	5	supra	supra	PROPN
cblr-7814	488	6	note	note	PROPN
cblr-7814	488	7	65	65	NUM
cblr-7814	488	8	,	,	PUNCT
cblr-7814	488	9	at	at	ADP
cblr-7814	488	10	1239	1239	NUM
cblr-7814	488	11	.	.	PUNCT
cblr-7814	489	1	216	216	NUM
cblr-7814	489	2	see	see	VERB
cblr-7814	489	3	bloch	bloch	NOUN
cblr-7814	489	4	-	-	PUNCT
cblr-7814	489	5	wehba	wehba	NOUN
cblr-7814	489	6	,	,	PUNCT
cblr-7814	489	7	supra	supra	PROPN
cblr-7814	489	8	note	note	NOUN
cblr-7814	489	9	75	75	NUM
cblr-7814	489	10	,	,	PUNCT
cblr-7814	489	11	at	at	ADP
cblr-7814	489	12	1272	1272	NUM
cblr-7814	489	13	.	.	PUNCT
cblr-7814	490	1	pedersen	pedersen	NOUN
cblr-7814	490	2	(	(	PUNCT
cblr-7814	490	3	note	note	NOUN
cblr-7814	490	4	)	)	PUNCT
cblr-7814	490	5	1/15/2021	1/15/2021	NUM
cblr-7814	490	6	5:01	5:01	NUM
cblr-7814	490	7	pm	pm	PROPN
cblr-7814	490	8	1160	1160	NUM
cblr-7814	490	9	columbia	columbia	PROPN
cblr-7814	490	10	business	business	NOUN
cblr-7814	490	11	law	law	PROPN
cblr-7814	490	12	review	review	NOUN
cblr-7814	490	13	[	[	X
cblr-7814	490	14	vol	vol	NOUN
cblr-7814	490	15	.	.	PUNCT
cblr-7814	490	16	2020	2020	NUM
cblr-7814	490	17	efficacy	efficacy	NOUN
cblr-7814	490	18	,	,	PUNCT
cblr-7814	490	19	or	or	CCONJ
cblr-7814	490	20	disparate	disparate	ADJ
cblr-7814	490	21	impact	impact	NOUN
cblr-7814	490	22	of	of	ADP
cblr-7814	490	23	the	the	DET
cblr-7814	490	24	methodology	methodology	NOUN
cblr-7814	490	25	underlying	underlie	VERB
cblr-7814	490	26	their	their	PRON
cblr-7814	490	27	employers	employer	NOUN
cblr-7814	490	28	’	’	PART
cblr-7814	490	29	algorithms.217	algorithms.217	NOUN
cblr-7814	490	30	predictive	predictive	ADJ
cblr-7814	490	31	analytics	analytic	NOUN
cblr-7814	490	32	systems	system	NOUN
cblr-7814	490	33	—	—	PUNCT
cblr-7814	490	34	including	include	VERB
cblr-7814	490	35	the	the	DET
cblr-7814	490	36	underlying	underlie	VERB
cblr-7814	490	37	database	database	NOUN
cblr-7814	490	38	and	and	CCONJ
cblr-7814	490	39	the	the	DET
cblr-7814	490	40	algorithmic	algorithmic	ADJ
cblr-7814	490	41	source	source	NOUN
cblr-7814	490	42	code	code	NOUN
cblr-7814	490	43	—	—	PUNCT
cblr-7814	490	44	are	be	AUX
cblr-7814	490	45	highly	highly	ADV
cblr-7814	490	46	opaque.218	opaque.218	ADJ
cblr-7814	490	47	“	"	PUNCT
cblr-7814	490	48	businesses	business	NOUN
cblr-7814	490	49	routinely	routinely	ADV
cblr-7814	490	50	guard	guard	VERB
cblr-7814	490	51	both	both	CCONJ
cblr-7814	490	52	the	the	DET
cblr-7814	490	53	database	database	NOUN
cblr-7814	490	54	(	(	PUNCT
cblr-7814	490	55	as	as	ADV
cblr-7814	490	56	well	well	ADV
cblr-7814	490	57	as	as	ADP
cblr-7814	490	58	the	the	DET
cblr-7814	490	59	predictive	predictive	ADJ
cblr-7814	490	60	system	system	NOUN
cblr-7814	490	61	itself	itself	PRON
cblr-7814	490	62	)	)	PUNCT
cblr-7814	490	63	as	as	ADP
cblr-7814	490	64	trade	trade	NOUN
cblr-7814	490	65	secrets	secret	NOUN
cblr-7814	490	66	,	,	PUNCT
cblr-7814	490	67	and	and	CCONJ
cblr-7814	490	68	even	even	ADV
cblr-7814	490	69	when	when	SCONJ
cblr-7814	490	70	the	the	DET
cblr-7814	490	71	database	database	NOUN
cblr-7814	490	72	is	be	AUX
cblr-7814	490	73	available	available	ADJ
cblr-7814	490	74	,	,	PUNCT
cblr-7814	490	75	you	you	PRON
cblr-7814	490	76	typically	typically	ADV
cblr-7814	490	77	do	do	AUX
cblr-7814	490	78	not	not	PART
cblr-7814	490	79	know	know	VERB
cblr-7814	490	80	what	what	PRON
cblr-7814	490	81	data	datum	NOUN
cblr-7814	490	82	was	be	AUX
cblr-7814	490	83	discarded	discard	VERB
cblr-7814	490	84	or	or	CCONJ
cblr-7814	490	85	altered	alter	VERB
cblr-7814	490	86	in	in	ADP
cblr-7814	490	87	the	the	DET
cblr-7814	490	88	processes	process	NOUN
cblr-7814	490	89	of	of	ADP
cblr-7814	490	90	collection	collection	NOUN
cblr-7814	490	91	,	,	PUNCT
cblr-7814	490	92	selection	selection	NOUN
cblr-7814	490	93	,	,	PUNCT
cblr-7814	490	94	cleaning	cleaning	NOUN
cblr-7814	490	95	,	,	PUNCT
cblr-7814	490	96	and	and	CCONJ
cblr-7814	490	97	structuring	structuring	NOUN
cblr-7814	490	98	.	.	PUNCT
cblr-7814	490	99	”219	”219	VERB
cblr-7814	490	100	even	even	ADV
cblr-7814	490	101	if	if	SCONJ
cblr-7814	490	102	a	a	DET
cblr-7814	490	103	plaintiff	plaintiff	NOUN
cblr-7814	490	104	obtains	obtain	VERB
cblr-7814	490	105	access	access	NOUN
cblr-7814	490	106	to	to	ADP
cblr-7814	490	107	the	the	DET
cblr-7814	490	108	algorithm	algorithm	NOUN
cblr-7814	490	109	,	,	PUNCT
cblr-7814	490	110	it	it	PRON
cblr-7814	490	111	is	be	AUX
cblr-7814	490	112	often	often	ADV
cblr-7814	490	113	so	so	ADV
cblr-7814	490	114	complex	complex	ADJ
cblr-7814	490	115	that	that	SCONJ
cblr-7814	490	116	expert	expert	ADJ
cblr-7814	490	117	testimony	testimony	NOUN
cblr-7814	490	118	is	be	AUX
cblr-7814	490	119	required	require	VERB
cblr-7814	490	120	to	to	PART
cblr-7814	490	121	understand	understand	VERB
cblr-7814	490	122	how	how	SCONJ
cblr-7814	490	123	the	the	DET
cblr-7814	490	124	system	system	NOUN
cblr-7814	490	125	operates.220	operates.220	VERB
cblr-7814	490	126	ideally	ideally	ADV
cblr-7814	490	127	,	,	PUNCT
cblr-7814	490	128	regulations	regulation	NOUN
cblr-7814	490	129	should	should	AUX
cblr-7814	490	130	ensure	ensure	VERB
cblr-7814	490	131	that	that	SCONJ
cblr-7814	490	132	people	people	NOUN
cblr-7814	490	133	analytics	analytic	NOUN
cblr-7814	490	134	algorithms	algorithm	NOUN
cblr-7814	490	135	are	be	AUX
cblr-7814	490	136	both	both	ADV
cblr-7814	490	137	explainable	explainable	ADJ
cblr-7814	490	138	and	and	CCONJ
cblr-7814	490	139	transparent	transparent	ADJ
cblr-7814	490	140	.	.	PUNCT
cblr-7814	491	1	some	some	DET
cblr-7814	491	2	algorithms	algorithm	NOUN
cblr-7814	491	3	are	be	AUX
cblr-7814	491	4	“	"	PUNCT
cblr-7814	491	5	explainable	explainable	ADJ
cblr-7814	491	6	”	"	PUNCT
cblr-7814	491	7	in	in	ADP
cblr-7814	491	8	the	the	DET
cblr-7814	491	9	sense	sense	NOUN
cblr-7814	491	10	that	that	SCONJ
cblr-7814	491	11	it	it	PRON
cblr-7814	491	12	is	be	AUX
cblr-7814	491	13	possible	possible	ADJ
cblr-7814	491	14	to	to	PART
cblr-7814	491	15	“	"	PUNCT
cblr-7814	491	16	provide	provide	VERB
cblr-7814	491	17	an	an	DET
cblr-7814	491	18	adequate	adequate	ADJ
cblr-7814	491	19	,	,	PUNCT
cblr-7814	491	20	human	human	ADJ
cblr-7814	491	21	-	-	PUNCT
cblr-7814	491	22	understandable	understandable	ADJ
cblr-7814	491	23	characterization	characterization	NOUN
cblr-7814	491	24	and	and	CCONJ
cblr-7814	491	25	explanation	explanation	NOUN
cblr-7814	491	26	of	of	ADP
cblr-7814	491	27	[	[	X
cblr-7814	491	28	their	their	PRON
cblr-7814	491	29	]	]	PUNCT
cblr-7814	491	30	classifications	classification	NOUN
cblr-7814	491	31	and	and	CCONJ
cblr-7814	491	32	predictions	prediction	NOUN
cblr-7814	491	33	,	,	PUNCT
cblr-7814	491	34	”	"	PUNCT
cblr-7814	491	35	but	but	CCONJ
cblr-7814	491	36	some	some	DET
cblr-7814	491	37	algorithms	algorithm	NOUN
cblr-7814	491	38	are	be	AUX
cblr-7814	491	39	not.221	not.221	ADV
cblr-7814	491	40	algorithmic	algorithmic	ADJ
cblr-7814	491	41	“	"	PUNCT
cblr-7814	491	42	transparency	transparency	NOUN
cblr-7814	491	43	”	"	PUNCT
cblr-7814	491	44	requires	require	VERB
cblr-7814	491	45	that	that	SCONJ
cblr-7814	491	46	details	detail	NOUN
cblr-7814	491	47	about	about	ADP
cblr-7814	491	48	the	the	DET
cblr-7814	491	49	construction	construction	NOUN
cblr-7814	491	50	of	of	ADP
cblr-7814	491	51	the	the	DET
cblr-7814	491	52	algorithm	algorithm	NOUN
cblr-7814	491	53	be	be	AUX
cblr-7814	491	54	available.222	available.222	NOUN
cblr-7814	491	55	these	these	DET
cblr-7814	491	56	details	detail	NOUN
cblr-7814	491	57	include	include	VERB
cblr-7814	491	58	information	information	NOUN
cblr-7814	491	59	about	about	ADP
cblr-7814	491	60	the	the	DET
cblr-7814	491	61	training	training	NOUN
cblr-7814	491	62	data	datum	NOUN
cblr-7814	491	63	,	,	PUNCT
cblr-7814	491	64	the	the	DET
cblr-7814	491	65	methodology	methodology	NOUN
cblr-7814	491	66	,	,	PUNCT
cblr-7814	491	67	the	the	DET
cblr-7814	491	68	source	source	NOUN
cblr-7814	491	69	code	code	NOUN
cblr-7814	491	70	,	,	PUNCT
cblr-7814	491	71	and	and	CCONJ
cblr-7814	491	72	the	the	DET
cblr-7814	491	73	data	datum	NOUN
cblr-7814	491	74	set	set	VERB
cblr-7814	491	75	being	be	AUX
cblr-7814	491	76	used	use	VERB
cblr-7814	491	77	to	to	PART
cblr-7814	491	78	inform	inform	VERB
cblr-7814	491	79	the	the	DET
cblr-7814	491	80	application	application	NOUN
cblr-7814	491	81	of	of	ADP
cblr-7814	491	82	the	the	DET
cblr-7814	491	83	algorithm	algorithm	NOUN
cblr-7814	491	84	to	to	ADP
cblr-7814	491	85	the	the	DET
cblr-7814	491	86	workplace.223	workplace.223	PROPN
cblr-7814	491	87	transparency	transparency	NOUN
cblr-7814	491	88	requires	require	VERB
cblr-7814	491	89	limiting	limit	VERB
cblr-7814	491	90	the	the	DET
cblr-7814	491	91	scope	scope	NOUN
cblr-7814	491	92	of	of	ADP
cblr-7814	491	93	trade	trade	NOUN
cblr-7814	491	94	secrets	secret	NOUN
cblr-7814	491	95	protections.224	protections.224	VERB
cblr-7814	491	96	a	a	DET
cblr-7814	491	97	worker	worker	NOUN
cblr-7814	491	98	’s	’s	PART
cblr-7814	491	99	autonomy	autonomy	NOUN
cblr-7814	491	100	might	might	AUX
cblr-7814	491	101	be	be	AUX
cblr-7814	491	102	preserved	preserve	VERB
cblr-7814	491	103	to	to	ADP
cblr-7814	491	104	some	some	DET
cblr-7814	491	105	extent	extent	NOUN
cblr-7814	491	106	by	by	ADP
cblr-7814	491	107	improving	improve	VERB
cblr-7814	491	108	her	her	PRON
cblr-7814	491	109	access	access	NOUN
cblr-7814	491	110	to	to	ADP
cblr-7814	491	111	information	information	NOUN
cblr-7814	491	112	so	so	SCONJ
cblr-7814	491	113	that	that	SCONJ
cblr-7814	491	114	she	she	PRON
cblr-7814	491	115	can	can	AUX
cblr-7814	491	116	make	make	VERB
cblr-7814	491	117	217	217	NUM
cblr-7814	491	118	see	see	VERB
cblr-7814	491	119	crawford	crawford	PROPN
cblr-7814	491	120	&	&	CCONJ
cblr-7814	491	121	schultz	schultz	PROPN
cblr-7814	491	122	,	,	PUNCT
cblr-7814	491	123	supra	supra	PROPN
cblr-7814	491	124	note	note	PROPN
cblr-7814	491	125	21	21	NUM
cblr-7814	491	126	,	,	PUNCT
cblr-7814	491	127	at	at	ADP
cblr-7814	491	128	98	98	NUM
cblr-7814	491	129	(	(	PUNCT
cblr-7814	491	130	illustrating	illustrate	VERB
cblr-7814	491	131	the	the	DET
cblr-7814	491	132	notice	notice	NOUN
cblr-7814	491	133	and	and	CCONJ
cblr-7814	491	134	consent	consent	VERB
cblr-7814	491	135	issues	issue	NOUN
cblr-7814	491	136	with	with	ADP
cblr-7814	491	137	an	an	DET
cblr-7814	491	138	example	example	NOUN
cblr-7814	491	139	)	)	PUNCT
cblr-7814	491	140	;	;	PUNCT
cblr-7814	491	141	supra	supra	ADJ
cblr-7814	491	142	text	text	NOUN
cblr-7814	491	143	accompanying	accompany	VERB
cblr-7814	491	144	notes	note	NOUN
cblr-7814	491	145	188	188	NUM
cblr-7814	491	146	–	–	PUNCT
cblr-7814	491	147	97	97	NUM
cblr-7814	491	148	.	.	NOUN
cblr-7814	491	149	218	218	NUM
cblr-7814	491	150	robert	robert	PROPN
cblr-7814	491	151	h.	h.	PROPN
cblr-7814	491	152	sloan	sloan	PROPN
cblr-7814	491	153	&	&	CCONJ
cblr-7814	491	154	richard	richard	PROPN
cblr-7814	491	155	warner	warner	PROPN
cblr-7814	491	156	,	,	PUNCT
cblr-7814	491	157	algorithms	algorithm	NOUN
cblr-7814	491	158	and	and	CCONJ
cblr-7814	491	159	human	human	ADJ
cblr-7814	491	160	freedom	freedom	NOUN
cblr-7814	491	161	,	,	PUNCT
cblr-7814	491	162	santa	santa	PROPN
cblr-7814	491	163	clara	clara	PROPN
cblr-7814	491	164	high	high	ADJ
cblr-7814	491	165	tech	tech	NOUN
cblr-7814	491	166	.	.	PUNCT
cblr-7814	492	1	l.j	l.j	PROPN
cblr-7814	492	2	.	.	PROPN
cblr-7814	492	3	,	,	PUNCT
cblr-7814	492	4	apr	apr	PROPN
cblr-7814	492	5	.	.	PROPN
cblr-7814	492	6	2019	2019	NUM
cblr-7814	492	7	,	,	PUNCT
cblr-7814	492	8	at	at	ADP
cblr-7814	492	9	19	19	NUM
cblr-7814	492	10	.	.	NOUN
cblr-7814	492	11	219	219	NUM
cblr-7814	493	1	i	i	PRON
cblr-7814	493	2	d.	d.	PROPN
cblr-7814	493	3	220	220	NUM
cblr-7814	493	4	see	see	VERB
cblr-7814	493	5	i	i	PROPN
cblr-7814	493	6	d.	d.	PROPN
cblr-7814	493	7	221	221	NUM
cblr-7814	494	1	i	i	PRON
cblr-7814	494	2	d.	d.	PROPN
cblr-7814	494	3	at	at	ADP
cblr-7814	494	4	20	20	NUM
cblr-7814	494	5	.	.	PUNCT
cblr-7814	495	1	for	for	ADP
cblr-7814	495	2	instance	instance	NOUN
cblr-7814	495	3	,	,	PUNCT
cblr-7814	495	4	deep	deep	ADJ
cblr-7814	495	5	neural	neural	ADJ
cblr-7814	495	6	nets	net	NOUN
cblr-7814	495	7	and	and	CCONJ
cblr-7814	495	8	support	support	VERB
cblr-7814	495	9	vector	vector	NOUN
cblr-7814	495	10	machines	machine	NOUN
cblr-7814	495	11	tend	tend	VERB
cblr-7814	495	12	to	to	PART
cblr-7814	495	13	be	be	AUX
cblr-7814	495	14	so	so	ADV
cblr-7814	495	15	complex	complex	ADJ
cblr-7814	495	16	that	that	SCONJ
cblr-7814	495	17	their	their	PRON
cblr-7814	495	18	outputs	output	NOUN
cblr-7814	495	19	are	be	AUX
cblr-7814	495	20	not	not	PART
cblr-7814	495	21	explainable	explainable	ADJ
cblr-7814	495	22	.	.	PUNCT
cblr-7814	496	1	i	i	PRON
cblr-7814	496	2	d.	d.	PROPN
cblr-7814	496	3	222	222	NUM
cblr-7814	497	1	i	i	PRON
cblr-7814	497	2	d.	d.	PROPN
cblr-7814	497	3	at	at	ADP
cblr-7814	497	4	20–21	20–21	PROPN
cblr-7814	497	5	.	.	PUNCT
cblr-7814	497	6	223	223	NUM
cblr-7814	497	7	see	see	VERB
cblr-7814	497	8	i	i	PRON
cblr-7814	497	9	d.	d.	PROPN
cblr-7814	497	10	at	at	ADP
cblr-7814	497	11	19–22	19–22	NUM
cblr-7814	497	12	.	.	PUNCT
cblr-7814	498	1	224	224	NUM
cblr-7814	498	2	see	see	VERB
cblr-7814	498	3	i	i	PRON
cblr-7814	498	4	d.	d.	PROPN
cblr-7814	498	5	at	at	ADP
cblr-7814	498	6	22	22	NUM
cblr-7814	498	7	.	.	PUNCT
cblr-7814	499	1	pedersen	pedersen	NOUN
cblr-7814	499	2	(	(	PUNCT
cblr-7814	499	3	note	note	NOUN
cblr-7814	499	4	)	)	PUNCT
cblr-7814	499	5	1/15/2021	1/15/2021	NUM
cblr-7814	499	6	5:01	5:01	NUM
cblr-7814	499	7	pm	pm	NOUN
cblr-7814	499	8	no	no	INTJ
cblr-7814	499	9	.	.	PUNCT
cblr-7814	500	1	3:1122	3:1122	NUM
cblr-7814	500	2	]	]	X
cblr-7814	500	3	people	people	NOUN
cblr-7814	500	4	analytics	analytic	NOUN
cblr-7814	500	5	and	and	CCONJ
cblr-7814	500	6	individual	individual	ADJ
cblr-7814	500	7	autonomy	autonomy	NOUN
cblr-7814	500	8	1161	1161	NUM
cblr-7814	500	9	informed	inform	VERB
cblr-7814	500	10	decisions	decision	NOUN
cblr-7814	500	11	and	and	CCONJ
cblr-7814	500	12	dispute	dispute	VERB
cblr-7814	500	13	inaccurate	inaccurate	ADJ
cblr-7814	500	14	results	result	NOUN
cblr-7814	500	15	.	.	PUNCT
cblr-7814	501	1	as	as	SCONJ
cblr-7814	501	2	professor	professor	PROPN
cblr-7814	501	3	kerr	kerr	PROPN
cblr-7814	501	4	points	point	VERB
cblr-7814	501	5	out	out	ADP
cblr-7814	501	6	,	,	PUNCT
cblr-7814	501	7	“	"	PUNCT
cblr-7814	501	8	if	if	SCONJ
cblr-7814	501	9	one	one	NUM
cblr-7814	501	10	essential	essential	ADJ
cblr-7814	501	11	element	element	NOUN
cblr-7814	501	12	of	of	ADP
cblr-7814	501	13	any	any	DET
cblr-7814	501	14	just	just	ADV
cblr-7814	501	15	decision	decision	NOUN
cblr-7814	501	16	-	-	PUNCT
cblr-7814	501	17	making	make	VERB
cblr-7814	501	18	process	process	NOUN
cblr-7814	501	19	is	be	AUX
cblr-7814	501	20	its	its	PRON
cblr-7814	501	21	predictability	predictability	NOUN
cblr-7814	501	22	,	,	PUNCT
cblr-7814	501	23	then	then	ADV
cblr-7814	501	24	it	it	PRON
cblr-7814	501	25	must	must	AUX
cblr-7814	501	26	be	be	AUX
cblr-7814	501	27	possible	possible	ADJ
cblr-7814	501	28	for	for	SCONJ
cblr-7814	501	29	the	the	DET
cblr-7814	501	30	subjects	subject	NOUN
cblr-7814	501	31	of	of	ADP
cblr-7814	501	32	those	those	DET
cblr-7814	501	33	predictions	prediction	NOUN
cblr-7814	501	34	—	—	PUNCT
cblr-7814	501	35	whose	whose	DET
cblr-7814	501	36	life	life	NOUN
cblr-7814	501	37	chances	chance	VERB
cblr-7814	501	38	and	and	CCONJ
cblr-7814	501	39	opportunities	opportunity	NOUN
cblr-7814	501	40	are	be	AUX
cblr-7814	501	41	in	in	ADP
cblr-7814	501	42	the	the	DET
cblr-7814	501	43	balance	balance	NOUN
cblr-7814	501	44	—	—	PUNCT
cblr-7814	501	45	to	to	PART
cblr-7814	501	46	scrutinize	scrutinize	VERB
cblr-7814	501	47	and	and	CCONJ
cblr-7814	501	48	contest	contest	VERB
cblr-7814	501	49	the	the	DET
cblr-7814	501	50	projections	projection	NOUN
cblr-7814	501	51	and	and	CCONJ
cblr-7814	501	52	other	other	ADJ
cblr-7814	501	53	categorial	categorial	ADJ
cblr-7814	501	54	assumptions	assumption	NOUN
cblr-7814	501	55	at	at	ADP
cblr-7814	501	56	play	play	NOUN
cblr-7814	501	57	within	within	ADP
cblr-7814	501	58	the	the	DET
cblr-7814	501	59	decision	decision	NOUN
cblr-7814	501	60	-	-	PUNCT
cblr-7814	501	61	making	making	NOUN
cblr-7814	501	62	processes	process	NOUN
cblr-7814	501	63	themselves	themselves	PRON
cblr-7814	501	64	.	.	PUNCT
cblr-7814	501	65	”225	”225	PUNCT
cblr-7814	502	1	thus	thus	ADV
cblr-7814	502	2	,	,	PUNCT
cblr-7814	502	3	regulations	regulation	NOUN
cblr-7814	502	4	should	should	AUX
cblr-7814	502	5	attempt	attempt	VERB
cblr-7814	502	6	to	to	PART
cblr-7814	502	7	reduce	reduce	VERB
cblr-7814	502	8	the	the	DET
cblr-7814	502	9	extreme	extreme	ADJ
cblr-7814	502	10	informational	informational	ADJ
cblr-7814	502	11	asymmetries	asymmetry	NOUN
cblr-7814	502	12	which	which	PRON
cblr-7814	502	13	now	now	ADV
cblr-7814	502	14	exist	exist	VERB
cblr-7814	502	15	between	between	ADP
cblr-7814	502	16	the	the	DET
cblr-7814	502	17	employee	employee	NOUN
cblr-7814	502	18	and	and	CCONJ
cblr-7814	502	19	the	the	DET
cblr-7814	502	20	employer	employer	NOUN
cblr-7814	502	21	.	.	PUNCT
cblr-7814	503	1	employees	employee	NOUN
cblr-7814	503	2	should	should	AUX
cblr-7814	503	3	receive	receive	VERB
cblr-7814	503	4	notice	notice	NOUN
cblr-7814	503	5	when	when	SCONJ
cblr-7814	503	6	an	an	DET
cblr-7814	503	7	algorithm	algorithm	NOUN
cblr-7814	503	8	may	may	AUX
cblr-7814	503	9	alter	alter	VERB
cblr-7814	503	10	the	the	DET
cblr-7814	503	11	choices	choice	NOUN
cblr-7814	503	12	and	and	CCONJ
cblr-7814	503	13	opportunities	opportunity	NOUN
cblr-7814	503	14	available	available	ADJ
cblr-7814	503	15	to	to	ADP
cblr-7814	503	16	them	they	PRON
cblr-7814	503	17	.	.	PUNCT
cblr-7814	504	1	further	far	ADV
cblr-7814	504	2	,	,	PUNCT
cblr-7814	504	3	workers	worker	NOUN
cblr-7814	504	4	and	and	CCONJ
cblr-7814	504	5	unions	union	NOUN
cblr-7814	504	6	should	should	AUX
cblr-7814	504	7	have	have	VERB
cblr-7814	504	8	a	a	DET
cblr-7814	504	9	right	right	NOUN
cblr-7814	504	10	to	to	ADP
cblr-7814	504	11	an	an	DET
cblr-7814	504	12	explanation	explanation	NOUN
cblr-7814	504	13	of	of	ADP
cblr-7814	504	14	how	how	SCONJ
cblr-7814	504	15	a	a	DET
cblr-7814	504	16	relevant	relevant	ADJ
cblr-7814	504	17	algorithm	algorithm	NOUN
cblr-7814	504	18	functions	function	NOUN
cblr-7814	504	19	,	,	PUNCT
cblr-7814	504	20	including	include	VERB
cblr-7814	504	21	a	a	DET
cblr-7814	504	22	description	description	NOUN
cblr-7814	504	23	of	of	ADP
cblr-7814	504	24	its	its	PRON
cblr-7814	504	25	training	training	NOUN
cblr-7814	504	26	data	datum	NOUN
cblr-7814	504	27	,	,	PUNCT
cblr-7814	504	28	its	its	PRON
cblr-7814	504	29	target	target	NOUN
cblr-7814	504	30	variables	variable	NOUN
cblr-7814	504	31	,	,	PUNCT
cblr-7814	504	32	and	and	CCONJ
cblr-7814	504	33	its	its	PRON
cblr-7814	504	34	inferences	inference	NOUN
cblr-7814	504	35	from	from	ADP
cblr-7814	504	36	correlations	correlation	NOUN
cblr-7814	504	37	.	.	PUNCT
cblr-7814	505	1	b.	b.	VERB
cblr-7814	505	2	the	the	DET
cblr-7814	505	3	importance	importance	NOUN
cblr-7814	505	4	of	of	ADP
cblr-7814	505	5	employee	employee	NOUN
cblr-7814	505	6	voice	voice	NOUN
cblr-7814	505	7	and	and	CCONJ
cblr-7814	505	8	collective	collective	ADJ
cblr-7814	505	9	action	action	NOUN
cblr-7814	505	10	the	the	DET
cblr-7814	505	11	threats	threat	NOUN
cblr-7814	505	12	posed	pose	VERB
cblr-7814	505	13	by	by	ADP
cblr-7814	505	14	faulty	faulty	ADJ
cblr-7814	505	15	and	and	CCONJ
cblr-7814	505	16	discriminatory	discriminatory	ADJ
cblr-7814	505	17	predictive	predictive	ADJ
cblr-7814	505	18	algorithms	algorithm	NOUN
cblr-7814	505	19	are	be	AUX
cblr-7814	505	20	too	too	ADV
cblr-7814	505	21	urgent	urgent	ADJ
cblr-7814	505	22	for	for	SCONJ
cblr-7814	505	23	workers	worker	NOUN
cblr-7814	505	24	to	to	PART
cblr-7814	505	25	rely	rely	VERB
cblr-7814	505	26	on	on	ADP
cblr-7814	505	27	future	future	ADJ
cblr-7814	505	28	protections	protection	NOUN
cblr-7814	505	29	from	from	ADP
cblr-7814	505	30	federal	federal	ADJ
cblr-7814	505	31	and	and	CCONJ
cblr-7814	505	32	state	state	NOUN
cblr-7814	505	33	legislation	legislation	NOUN
cblr-7814	505	34	,	,	PUNCT
cblr-7814	505	35	particularly	particularly	ADV
cblr-7814	505	36	in	in	ADP
cblr-7814	505	37	the	the	DET
cblr-7814	505	38	current	current	ADJ
cblr-7814	505	39	political	political	ADJ
cblr-7814	505	40	climate	climate	NOUN
cblr-7814	505	41	of	of	ADP
cblr-7814	505	42	partisan	partisan	ADJ
cblr-7814	505	43	gridlock226	gridlock226	NOUN
cblr-7814	505	44	and	and	CCONJ
cblr-7814	505	45	substantial	substantial	ADJ
cblr-7814	505	46	donations	donation	NOUN
cblr-7814	505	47	from	from	ADP
cblr-7814	505	48	technology	technology	NOUN
cblr-7814	505	49	companies.227	companies.227	PROPN
cblr-7814	505	50	even	even	ADV
cblr-7814	505	51	where	where	SCONJ
cblr-7814	505	52	existing	exist	VERB
cblr-7814	505	53	legal	legal	ADJ
cblr-7814	505	54	partiregimes	partiregime	NOUN
cblr-7814	505	55	may	may	AUX
cblr-7814	505	56	provide	provide	VERB
cblr-7814	505	57	some	some	DET
cblr-7814	505	58	opportunity	opportunity	NOUN
cblr-7814	505	59	for	for	ADP
cblr-7814	505	60	challenging	challenge	VERB
cblr-7814	505	61	these	these	DET
cblr-7814	505	62	algorithms	algorithm	NOUN
cblr-7814	505	63	,	,	PUNCT
cblr-7814	505	64	the	the	DET
cblr-7814	505	65	liability	liability	NOUN
cblr-7814	505	66	model	model	NOUN
cblr-7814	505	67	is	be	AUX
cblr-7814	505	68	not	not	PART
cblr-7814	505	69	well	well	ADV
cblr-7814	505	70	suited	suited	ADJ
cblr-7814	505	71	to	to	PART
cblr-7814	505	72	address	address	VERB
cblr-7814	505	73	the	the	DET
cblr-7814	505	74	structural	structural	ADJ
cblr-7814	505	75	harms	harm	NOUN
cblr-7814	505	76	of	of	ADP
cblr-7814	505	77	algorithmic	algorithmic	ADJ
cblr-7814	505	78	bias.228	bias.228	PROPN
cblr-7814	505	79	individuals	individual	NOUN
cblr-7814	505	80	are	be	AUX
cblr-7814	505	81	often	often	ADV
cblr-7814	505	82	unaware	unaware	ADJ
cblr-7814	505	83	of	of	ADP
cblr-7814	505	84	the	the	DET
cblr-7814	505	85	ways	way	NOUN
cblr-7814	505	86	in	in	ADP
cblr-7814	505	87	which	which	PRON
cblr-7814	505	88	a	a	DET
cblr-7814	505	89	predictive	predictive	ADJ
cblr-7814	505	90	algorithm	algorithm	NOUN
cblr-7814	505	91	controls	control	VERB
cblr-7814	505	92	their	their	PRON
cblr-7814	505	93	employment	employment	NOUN
cblr-7814	505	94	opportunities	opportunity	NOUN
cblr-7814	505	95	and	and	CCONJ
cblr-7814	505	96	,	,	PUNCT
cblr-7814	505	97	even	even	ADV
cblr-7814	505	98	if	if	SCONJ
cblr-7814	505	99	they	they	PRON
cblr-7814	505	100	become	become	VERB
cblr-7814	505	101	aware	aware	ADJ
cblr-7814	505	102	,	,	PUNCT
cblr-7814	505	103	the	the	DET
cblr-7814	505	104	arbitrary	arbitrary	ADJ
cblr-7814	505	105	nature	nature	NOUN
cblr-7814	505	106	or	or	CCONJ
cblr-7814	505	107	discriminatory	discriminatory	ADJ
cblr-7814	505	108	impact	impact	NOUN
cblr-7814	505	109	of	of	ADP
cblr-7814	505	110	the	the	DET
cblr-7814	505	111	algorithm	algorithm	NOUN
cblr-7814	505	112	may	may	AUX
cblr-7814	505	113	be	be	AUX
cblr-7814	505	114	225	225	NUM
cblr-7814	505	115	kerr	kerr	NOUN
cblr-7814	505	116	,	,	PUNCT
cblr-7814	505	117	supra	supra	PROPN
cblr-7814	505	118	note	note	NOUN
cblr-7814	505	119	98	98	NUM
cblr-7814	505	120	,	,	PUNCT
cblr-7814	505	121	at	at	ADP
cblr-7814	505	122	111	111	NUM
cblr-7814	505	123	.	.	PUNCT
cblr-7814	506	1	226	226	NUM
cblr-7814	506	2	derek	derek	NOUN
cblr-7814	506	3	willis	willis	PROPN
cblr-7814	506	4	et	et	PROPN
cblr-7814	506	5	al	al	PROPN
cblr-7814	506	6	.	.	PROPN
cblr-7814	506	7	,	,	PUNCT
cblr-7814	506	8	how	how	SCONJ
cblr-7814	506	9	congress	congress	PROPN
cblr-7814	506	10	stopped	stop	VERB
cblr-7814	506	11	working	work	VERB
cblr-7814	506	12	,	,	PUNCT
cblr-7814	506	13	propublica	propublica	PROPN
cblr-7814	506	14	(	(	PUNCT
cblr-7814	506	15	nov	nov	PROPN
cblr-7814	506	16	.	.	PROPN
cblr-7814	506	17	5	5	NUM
cblr-7814	506	18	,	,	PUNCT
cblr-7814	506	19	2018	2018	NUM
cblr-7814	506	20	)	)	PUNCT
cblr-7814	506	21	,	,	PUNCT
cblr-7814	506	22	https://www.propublica.org/article/how-congress-stoppedworking	https://www.propublica.org/article/how-congress-stoppedworking	PUNCT
cblr-7814	507	1	[	[	X
cblr-7814	507	2	https://perma.cc/t5ts-2jag	https://perma.cc/t5ts-2jag	NOUN
cblr-7814	507	3	]	]	X
cblr-7814	507	4	.	.	PUNCT
cblr-7814	508	1	227	227	NUM
cblr-7814	508	2	see	see	VERB
cblr-7814	508	3	sissi	sissi	PROPN
cblr-7814	508	4	cao	cao	PROPN
cblr-7814	508	5	&	&	CCONJ
cblr-7814	508	6	jordan	jordan	PROPN
cblr-7814	508	7	zakarin	zakarin	PROPN
cblr-7814	508	8	,	,	PUNCT
cblr-7814	508	9	big	big	ADJ
cblr-7814	508	10	tech	tech	NOUN
cblr-7814	508	11	and	and	CCONJ
cblr-7814	508	12	ceos	ceos	NOUN
cblr-7814	508	13	poured	pour	VERB
cblr-7814	508	14	millions	million	NOUN
cblr-7814	508	15	into	into	ADP
cblr-7814	508	16	the	the	DET
cblr-7814	508	17	election	election	NOUN
cblr-7814	508	18	.	.	PUNCT
cblr-7814	509	1	here	here	ADV
cblr-7814	509	2	’s	’	VERB
cblr-7814	509	3	who	who	PRON
cblr-7814	509	4	they	they	PRON
cblr-7814	509	5	supported	support	VERB
cblr-7814	509	6	,	,	PUNCT
cblr-7814	509	7	observer	observer	NOUN
cblr-7814	509	8	(	(	PUNCT
cblr-7814	509	9	nov	nov	PROPN
cblr-7814	509	10	.	.	PROPN
cblr-7814	509	11	2	2	NUM
cblr-7814	509	12	,	,	PUNCT
cblr-7814	509	13	2020	2020	NUM
cblr-7814	509	14	)	)	PUNCT
cblr-7814	509	15	,	,	PUNCT
cblr-7814	509	16	https://observer.com/2020/11/big-tech-2020-presidential-electiondonation-breakdown-ranking/	https://observer.com/2020/11/big-tech-2020-presidential-electiondonation-breakdown-ranking/	VERB
cblr-7814	510	1	[	[	X
cblr-7814	510	2	https://perma.cc/mw4q-6lkh	https://perma.cc/mw4q-6lkh	NOUN
cblr-7814	510	3	]	]	X
cblr-7814	510	4	.	.	PUNCT
cblr-7814	511	1	228	228	NUM
cblr-7814	511	2	see	see	VERB
cblr-7814	511	3	kim	kim	PROPN
cblr-7814	511	4	,	,	PUNCT
cblr-7814	511	5	supra	supra	PROPN
cblr-7814	511	6	note	note	PROPN
cblr-7814	511	7	23	23	NUM
cblr-7814	511	8	,	,	PUNCT
cblr-7814	511	9	at	at	ADP
cblr-7814	511	10	933–34	933–34	NUM
cblr-7814	511	11	.	.	PUNCT
cblr-7814	512	1	pedersen	pedersen	NOUN
cblr-7814	512	2	(	(	PUNCT
cblr-7814	512	3	note	note	NOUN
cblr-7814	512	4	)	)	PUNCT
cblr-7814	512	5	1/15/2021	1/15/2021	NUM
cblr-7814	512	6	5:01	5:01	NUM
cblr-7814	512	7	pm	pm	PROPN
cblr-7814	512	8	1162	1162	NUM
cblr-7814	512	9	columbia	columbia	PROPN
cblr-7814	512	10	business	business	NOUN
cblr-7814	512	11	law	law	PROPN
cblr-7814	512	12	review	review	NOUN
cblr-7814	512	13	[	[	X
cblr-7814	512	14	vol	vol	NOUN
cblr-7814	512	15	.	.	PUNCT
cblr-7814	512	16	2020	2020	NUM
cblr-7814	512	17	hidden.229	hidden.229	PRON
cblr-7814	512	18	to	to	PART
cblr-7814	512	19	detect	detect	VERB
cblr-7814	512	20	and	and	CCONJ
cblr-7814	512	21	pursue	pursue	VERB
cblr-7814	512	22	a	a	DET
cblr-7814	512	23	claim	claim	NOUN
cblr-7814	512	24	of	of	ADP
cblr-7814	512	25	bias	bias	NOUN
cblr-7814	512	26	is	be	AUX
cblr-7814	512	27	“	"	PUNCT
cblr-7814	512	28	highly	highly	ADV
cblr-7814	512	29	resourceand	resourceand	VERB
cblr-7814	512	30	time	time	NOUN
cblr-7814	512	31	-	-	PUNCT
cblr-7814	512	32	intensive	intensive	ADJ
cblr-7814	512	33	,	,	PUNCT
cblr-7814	512	34	”	"	PUNCT
cblr-7814	512	35	and	and	CCONJ
cblr-7814	512	36	most	most	ADJ
cblr-7814	512	37	plaintiffs	plaintiff	NOUN
cblr-7814	512	38	will	will	AUX
cblr-7814	512	39	be	be	AUX
cblr-7814	512	40	unable	unable	ADJ
cblr-7814	512	41	to	to	PART
cblr-7814	512	42	afford	afford	VERB
cblr-7814	512	43	such	such	ADJ
cblr-7814	512	44	costs.230	costs.230	VERB
cblr-7814	512	45	scholars	scholar	NOUN
cblr-7814	512	46	have	have	AUX
cblr-7814	512	47	recognized	recognize	VERB
cblr-7814	512	48	immediate	immediate	ADJ
cblr-7814	512	49	value	value	NOUN
cblr-7814	512	50	in	in	ADP
cblr-7814	512	51	reinforcing	reinforce	VERB
cblr-7814	512	52	even	even	ADV
cblr-7814	512	53	non	non	ADJ
cblr-7814	512	54	-	-	ADJ
cblr-7814	512	55	legal	legal	ADJ
cblr-7814	512	56	norms	norm	NOUN
cblr-7814	512	57	of	of	ADP
cblr-7814	512	58	transparency	transparency	NOUN
cblr-7814	512	59	,	,	PUNCT
cblr-7814	512	60	disclosure	disclosure	NOUN
cblr-7814	512	61	,	,	PUNCT
cblr-7814	512	62	and	and	CCONJ
cblr-7814	512	63	autonomy	autonomy	NOUN
cblr-7814	512	64	to	to	PART
cblr-7814	512	65	encourage	encourage	VERB
cblr-7814	512	66	the	the	DET
cblr-7814	512	67	ethical	ethical	ADJ
cblr-7814	512	68	development	development	NOUN
cblr-7814	512	69	and	and	CCONJ
cblr-7814	512	70	use	use	NOUN
cblr-7814	512	71	of	of	ADP
cblr-7814	512	72	people	people	NOUN
cblr-7814	512	73	analytics.231	analytics.231	VERB
cblr-7814	512	74	historically	historically	ADV
cblr-7814	512	75	,	,	PUNCT
cblr-7814	512	76	employee	employee	NOUN
cblr-7814	512	77	voice	voice	NOUN
cblr-7814	512	78	has	have	AUX
cblr-7814	512	79	been	be	AUX
cblr-7814	512	80	critically	critically	ADV
cblr-7814	512	81	important	important	ADJ
cblr-7814	512	82	in	in	ADP
cblr-7814	512	83	guiding	guide	VERB
cblr-7814	512	84	“	"	PUNCT
cblr-7814	512	85	workplace	workplace	NOUN
cblr-7814	512	86	law	law	NOUN
cblr-7814	512	87	,	,	PUNCT
cblr-7814	512	88	norms	norm	NOUN
cblr-7814	512	89	,	,	PUNCT
cblr-7814	512	90	and	and	CCONJ
cblr-7814	512	91	business	business	NOUN
cblr-7814	512	92	policy	policy	NOUN
cblr-7814	512	93	.	.	PUNCT
cblr-7814	513	1	”232	”232	PROPN
cblr-7814	513	2	both	both	CCONJ
cblr-7814	513	3	the	the	DET
cblr-7814	513	4	nlra	nlra	NOUN
cblr-7814	513	5	and	and	CCONJ
cblr-7814	513	6	some	some	DET
cblr-7814	513	7	employeecentered	employeecentere	VERB
cblr-7814	513	8	management	management	NOUN
cblr-7814	513	9	practices	practice	NOUN
cblr-7814	513	10	facilitate	facilitate	VERB
cblr-7814	513	11	and	and	CCONJ
cblr-7814	513	12	reflect	reflect	VERB
cblr-7814	513	13	the	the	DET
cblr-7814	513	14	importance	importance	NOUN
cblr-7814	513	15	of	of	ADP
cblr-7814	513	16	employees	employee	NOUN
cblr-7814	513	17	’	’	PART
cblr-7814	513	18	normative	normative	ADJ
cblr-7814	513	19	rights	right	NOUN
cblr-7814	513	20	“	"	PUNCT
cblr-7814	513	21	to	to	PART
cblr-7814	513	22	exercise	exercise	VERB
cblr-7814	513	23	collective	collective	ADJ
cblr-7814	513	24	voice	voice	NOUN
cblr-7814	513	25	over	over	ADP
cblr-7814	513	26	their	their	PRON
cblr-7814	513	27	terms	term	NOUN
cblr-7814	513	28	and	and	CCONJ
cblr-7814	513	29	conditions	condition	NOUN
cblr-7814	513	30	of	of	ADP
cblr-7814	513	31	employment	employment	NOUN
cblr-7814	513	32	.	.	PUNCT
cblr-7814	514	1	”233	”233	PROPN
cblr-7814	514	2	worker	worker	NOUN
cblr-7814	514	3	protests	protest	NOUN
cblr-7814	514	4	and	and	CCONJ
cblr-7814	514	5	strikes	strike	NOUN
cblr-7814	514	6	provided	provide	VERB
cblr-7814	514	7	the	the	DET
cblr-7814	514	8	impetus	impetus	NOUN
cblr-7814	514	9	for	for	ADP
cblr-7814	514	10	regulatory	regulatory	ADJ
cblr-7814	514	11	restrictions	restriction	NOUN
cblr-7814	514	12	curtailing	curtail	VERB
cblr-7814	514	13	older	old	ADJ
cblr-7814	514	14	forms	form	NOUN
cblr-7814	514	15	of	of	ADP
cblr-7814	514	16	workforce	workforce	NOUN
cblr-7814	514	17	analytics	analytic	NOUN
cblr-7814	514	18	,	,	PUNCT
cblr-7814	514	19	like	like	ADP
cblr-7814	514	20	taylorism	taylorism	NOUN
cblr-7814	514	21	,	,	PUNCT
cblr-7814	514	22	which	which	PRON
cblr-7814	514	23	workers	worker	NOUN
cblr-7814	514	24	found	find	VERB
cblr-7814	514	25	unreasonably	unreasonably	ADV
cblr-7814	514	26	intrusive	intrusive	ADJ
cblr-7814	514	27	and	and	CCONJ
cblr-7814	514	28	inhumane.234	inhumane.234	ADJ
cblr-7814	514	29	transparency	transparency	NOUN
cblr-7814	514	30	and	and	CCONJ
cblr-7814	514	31	employee	employee	NOUN
cblr-7814	514	32	voice	voice	NOUN
cblr-7814	514	33	also	also	ADV
cblr-7814	514	34	could	could	AUX
cblr-7814	514	35	enhance	enhance	VERB
cblr-7814	514	36	corporate	corporate	ADJ
cblr-7814	514	37	accountability	accountability	NOUN
cblr-7814	514	38	and	and	CCONJ
cblr-7814	514	39	fairness	fairness	NOUN
cblr-7814	514	40	.	.	PUNCT
cblr-7814	515	1	employees	employee	NOUN
cblr-7814	515	2	ought	ought	AUX
cblr-7814	515	3	to	to	PART
cblr-7814	515	4	be	be	AUX
cblr-7814	515	5	involved	involve	VERB
cblr-7814	515	6	in	in	ADP
cblr-7814	515	7	the	the	DET
cblr-7814	515	8	design	design	NOUN
cblr-7814	515	9	and	and	CCONJ
cblr-7814	515	10	implementation	implementation	NOUN
cblr-7814	515	11	of	of	ADP
cblr-7814	515	12	the	the	DET
cblr-7814	515	13	people	people	NOUN
cblr-7814	515	14	analytics	analytic	NOUN
cblr-7814	515	15	algorithms	algorithm	NOUN
cblr-7814	515	16	to	to	PART
cblr-7814	515	17	which	which	PRON
cblr-7814	515	18	they	they	PRON
cblr-7814	515	19	will	will	AUX
cblr-7814	515	20	be	be	AUX
cblr-7814	515	21	subject.235	subject.235	ADJ
cblr-7814	515	22	employer	employer	NOUN
cblr-7814	515	23	transparency	transparency	NOUN
cblr-7814	515	24	would	would	AUX
cblr-7814	515	25	likely	likely	ADV
cblr-7814	515	26	result	result	VERB
cblr-7814	515	27	in	in	ADP
cblr-7814	515	28	less	less	ADJ
cblr-7814	515	29	worker	worker	NOUN
cblr-7814	515	30	alienation	alienation	NOUN
cblr-7814	515	31	and	and	CCONJ
cblr-7814	515	32	thus	thus	ADV
cblr-7814	515	33	contribute	contribute	VERB
cblr-7814	515	34	to	to	ADP
cblr-7814	515	35	the	the	DET
cblr-7814	515	36	sustainability	sustainability	NOUN
cblr-7814	515	37	of	of	ADP
cblr-7814	515	38	these	these	DET
cblr-7814	515	39	229	229	NUM
cblr-7814	515	40	see	see	VERB
cblr-7814	515	41	i	i	PRON
cblr-7814	515	42	d.	d.	PROPN
cblr-7814	515	43	230	230	NUM
cblr-7814	515	44	see	see	VERB
cblr-7814	515	45	i	i	PRON
cblr-7814	515	46	d.	d.	PROPN
cblr-7814	515	47	at	at	ADP
cblr-7814	515	48	934	934	NUM
cblr-7814	515	49	.	.	PUNCT
cblr-7814	515	50	231	231	NUM
cblr-7814	515	51	see	see	NOUN
cblr-7814	515	52	,	,	PUNCT
cblr-7814	515	53	e.g.	e.g.	ADV
cblr-7814	515	54	,	,	PUNCT
cblr-7814	515	55	bodie	bodie	PROPN
cblr-7814	515	56	et	et	PROPN
cblr-7814	515	57	al	al	PROPN
cblr-7814	515	58	.	.	PROPN
cblr-7814	515	59	,	,	PUNCT
cblr-7814	515	60	supra	supra	PROPN
cblr-7814	515	61	note	note	VERB
cblr-7814	515	62	37	37	NUM
cblr-7814	515	63	,	,	PUNCT
cblr-7814	515	64	at	at	ADP
cblr-7814	515	65	1032	1032	NUM
cblr-7814	515	66	.	.	PUNCT
cblr-7814	516	1	redefining	redefine	VERB
cblr-7814	516	2	and	and	CCONJ
cblr-7814	516	3	strengthening	strengthen	VERB
cblr-7814	516	4	norms	norm	NOUN
cblr-7814	516	5	to	to	PART
cblr-7814	516	6	protect	protect	VERB
cblr-7814	516	7	individuals	individual	NOUN
cblr-7814	516	8	and	and	CCONJ
cblr-7814	516	9	society	society	NOUN
cblr-7814	516	10	from	from	ADP
cblr-7814	516	11	novel	novel	ADJ
cblr-7814	516	12	risks	risk	NOUN
cblr-7814	516	13	presented	present	VERB
cblr-7814	516	14	by	by	ADP
cblr-7814	516	15	emerging	emerge	VERB
cblr-7814	516	16	technologies	technology	NOUN
cblr-7814	516	17	can	can	AUX
cblr-7814	516	18	be	be	AUX
cblr-7814	516	19	helpful	helpful	ADJ
cblr-7814	516	20	,	,	PUNCT
cblr-7814	516	21	not	not	PART
cblr-7814	516	22	least	least	ADJ
cblr-7814	516	23	because	because	SCONJ
cblr-7814	516	24	it	it	PRON
cblr-7814	516	25	may	may	AUX
cblr-7814	516	26	provide	provide	VERB
cblr-7814	516	27	a	a	DET
cblr-7814	516	28	frame	frame	NOUN
cblr-7814	516	29	through	through	ADP
cblr-7814	516	30	which	which	PRON
cblr-7814	516	31	regulators	regulator	NOUN
cblr-7814	516	32	may	may	AUX
cblr-7814	516	33	approach	approach	VERB
cblr-7814	516	34	the	the	DET
cblr-7814	516	35	problem	problem	NOUN
cblr-7814	516	36	.	.	PUNCT
cblr-7814	517	1	for	for	ADP
cblr-7814	517	2	instance	instance	NOUN
cblr-7814	517	3	,	,	PUNCT
cblr-7814	517	4	sloan	sloan	PROPN
cblr-7814	517	5	and	and	CCONJ
cblr-7814	517	6	warner	warner	PROPN
cblr-7814	517	7	propose	propose	VERB
cblr-7814	517	8	a	a	DET
cblr-7814	517	9	norm	norm	NOUN
cblr-7814	517	10	-	-	PUNCT
cblr-7814	517	11	based	base	VERB
cblr-7814	517	12	strategy	strategy	NOUN
cblr-7814	517	13	for	for	ADP
cblr-7814	517	14	ftc	ftc	PROPN
cblr-7814	517	15	regulation	regulation	NOUN
cblr-7814	517	16	of	of	ADP
cblr-7814	517	17	predictive	predictive	ADJ
cblr-7814	517	18	analytics	analytic	NOUN
cblr-7814	517	19	.	.	PUNCT
cblr-7814	518	1	see	see	VERB
cblr-7814	518	2	sloan	sloan	PROPN
cblr-7814	518	3	&	&	CCONJ
cblr-7814	518	4	warner	warner	PROPN
cblr-7814	518	5	,	,	PUNCT
cblr-7814	518	6	supra	supra	PROPN
cblr-7814	518	7	note	note	NOUN
cblr-7814	518	8	218	218	NUM
cblr-7814	518	9	,	,	PUNCT
cblr-7814	518	10	at	at	ADP
cblr-7814	518	11	32–34	32–34	NUM
cblr-7814	518	12	.	.	PUNCT
cblr-7814	519	1	232	232	NUM
cblr-7814	519	2	see	see	VERB
cblr-7814	519	3	bodie	bodie	PROPN
cblr-7814	519	4	et	et	PROPN
cblr-7814	519	5	al	al	PROPN
cblr-7814	519	6	.	.	PROPN
cblr-7814	519	7	,	,	PUNCT
cblr-7814	519	8	supra	supra	PROPN
cblr-7814	519	9	note	note	VERB
cblr-7814	519	10	37	37	NUM
cblr-7814	519	11	,	,	PUNCT
cblr-7814	519	12	at	at	ADP
cblr-7814	519	13	1032	1032	NUM
cblr-7814	519	14	.	.	PUNCT
cblr-7814	520	1	233	233	NUM
cblr-7814	520	2	see	see	VERB
cblr-7814	520	3	i	i	PRON
cblr-7814	520	4	d.	d.	PROPN
cblr-7814	520	5	at	at	ADP
cblr-7814	520	6	1032–33	1032–33	PROPN
cblr-7814	520	7	.	.	PUNCT
cblr-7814	521	1	234	234	NUM
cblr-7814	521	2	see	see	VERB
cblr-7814	521	3	sprague	sprague	NOUN
cblr-7814	521	4	,	,	PUNCT
cblr-7814	521	5	supra	supra	PROPN
cblr-7814	521	6	note	note	PROPN
cblr-7814	521	7	14	14	NUM
cblr-7814	521	8	,	,	PUNCT
cblr-7814	521	9	at	at	ADP
cblr-7814	521	10	45	45	NUM
cblr-7814	521	11	(	(	PUNCT
cblr-7814	521	12	describing	describe	VERB
cblr-7814	521	13	the	the	DET
cblr-7814	521	14	effects	effect	NOUN
cblr-7814	521	15	of	of	ADP
cblr-7814	521	16	a	a	DET
cblr-7814	521	17	strike	strike	NOUN
cblr-7814	521	18	on	on	ADP
cblr-7814	521	19	taylorism	taylorism	NOUN
cblr-7814	521	20	)	)	PUNCT
cblr-7814	521	21	.	.	PUNCT
cblr-7814	522	1	235	235	NUM
cblr-7814	522	2	see	see	VERB
cblr-7814	522	3	bodie	bodie	PROPN
cblr-7814	522	4	et	et	PROPN
cblr-7814	522	5	al	al	PROPN
cblr-7814	522	6	.	.	PROPN
cblr-7814	522	7	,	,	PUNCT
cblr-7814	522	8	supra	supra	PROPN
cblr-7814	522	9	note	note	VERB
cblr-7814	522	10	37	37	NUM
cblr-7814	522	11	,	,	PUNCT
cblr-7814	522	12	at	at	ADP
cblr-7814	522	13	1037	1037	NUM
cblr-7814	522	14	(	(	PUNCT
cblr-7814	522	15	“	"	PUNCT
cblr-7814	522	16	workplaces	workplace	NOUN
cblr-7814	522	17	that	that	PRON
cblr-7814	522	18	wish	wish	VERB
cblr-7814	522	19	to	to	PART
cblr-7814	522	20	experiment	experiment	VERB
cblr-7814	522	21	with	with	ADP
cblr-7814	522	22	[	[	X
cblr-7814	522	23	p]eople	p]eople	PRON
cblr-7814	522	24	[	[	NOUN
cblr-7814	522	25	a]nalytics	a]nalytic	NOUN
cblr-7814	522	26	would	would	AUX
cblr-7814	522	27	be	be	AUX
cblr-7814	522	28	wise	wise	ADJ
cblr-7814	522	29	to	to	PART
cblr-7814	522	30	include	include	VERB
cblr-7814	522	31	employees	employee	NOUN
cblr-7814	522	32	in	in	ADP
cblr-7814	522	33	the	the	DET
cblr-7814	522	34	process	process	NOUN
cblr-7814	522	35	and	and	CCONJ
cblr-7814	522	36	design	design	NOUN
cblr-7814	522	37	,	,	PUNCT
cblr-7814	522	38	providing	provide	VERB
cblr-7814	522	39	opportunities	opportunity	NOUN
cblr-7814	522	40	for	for	ADP
cblr-7814	522	41	input	input	NOUN
cblr-7814	522	42	.	.	PUNCT
cblr-7814	522	43	”	"	PUNCT
cblr-7814	522	44	)	)	PUNCT
cblr-7814	522	45	.	.	PUNCT
cblr-7814	523	1	pedersen	pedersen	NOUN
cblr-7814	523	2	(	(	PUNCT
cblr-7814	523	3	note	note	NOUN
cblr-7814	523	4	)	)	PUNCT
cblr-7814	523	5	1/15/2021	1/15/2021	NUM
cblr-7814	523	6	5:01	5:01	NUM
cblr-7814	523	7	pm	pm	NOUN
cblr-7814	523	8	no	no	INTJ
cblr-7814	523	9	.	.	PUNCT
cblr-7814	524	1	3:1122	3:1122	NUM
cblr-7814	524	2	]	]	X
cblr-7814	524	3	people	people	NOUN
cblr-7814	524	4	analytics	analytic	NOUN
cblr-7814	524	5	and	and	CCONJ
cblr-7814	524	6	individual	individual	ADJ
cblr-7814	524	7	autonomy	autonomy	NOUN
cblr-7814	524	8	1163	1163	NUM
cblr-7814	524	9	algorithms	algorithm	NOUN
cblr-7814	524	10	as	as	ADP
cblr-7814	524	11	useful	useful	ADJ
cblr-7814	524	12	tools	tool	NOUN
cblr-7814	524	13	for	for	ADP
cblr-7814	524	14	organizational	organizational	ADJ
cblr-7814	524	15	strategy.236	strategy.236	NOUN
cblr-7814	524	16	“	"	PUNCT
cblr-7814	524	17	[	[	X
cblr-7814	524	18	w]hen	w]hen	ADV
cblr-7814	524	19	employees	employee	NOUN
cblr-7814	524	20	are	be	AUX
cblr-7814	524	21	concerned	concerned	ADJ
cblr-7814	524	22	with	with	ADP
cblr-7814	524	23	how	how	SCONJ
cblr-7814	524	24	the	the	PRON
cblr-7814	524	25	[	[	X
cblr-7814	524	26	employer	employer	NOUN
cblr-7814	524	27	]	]	PUNCT
cblr-7814	524	28	handles	handle	VERB
cblr-7814	524	29	their	their	PRON
cblr-7814	524	30	private	private	ADJ
cblr-7814	524	31	information	information	NOUN
cblr-7814	524	32	and	and	CCONJ
cblr-7814	524	33	consider	consider	VERB
cblr-7814	524	34	the	the	DET
cblr-7814	524	35	organizational	organizational	ADJ
cblr-7814	524	36	information	information	NOUN
cblr-7814	524	37	privacy	privacy	NOUN
cblr-7814	524	38	practices	practice	NOUN
cblr-7814	524	39	to	to	PART
cblr-7814	524	40	be	be	AUX
cblr-7814	524	41	less	less	ADV
cblr-7814	524	42	legitimate	legitimate	ADJ
cblr-7814	524	43	,	,	PUNCT
cblr-7814	524	44	such	such	ADJ
cblr-7814	524	45	concerns	concern	NOUN
cblr-7814	524	46	also	also	ADV
cblr-7814	524	47	translate	translate	VERB
cblr-7814	524	48	into	into	ADP
cblr-7814	524	49	lower	low	ADJ
cblr-7814	524	50	commitment	commitment	NOUN
cblr-7814	524	51	to	to	ADP
cblr-7814	524	52	the	the	DET
cblr-7814	524	53	organization	organization	NOUN
cblr-7814	524	54	.	.	PUNCT
cblr-7814	524	55	”237	”237	PROPN
cblr-7814	525	1	vi	vi	PROPN
cblr-7814	525	2	.	.	PROPN
cblr-7814	525	3	conclusion	conclusion	NOUN
cblr-7814	525	4	algorithmic	algorithmic	ADJ
cblr-7814	525	5	outputs	output	NOUN
cblr-7814	525	6	based	base	VERB
cblr-7814	525	7	on	on	ADP
cblr-7814	525	8	statistical	statistical	ADJ
cblr-7814	525	9	profiling	profiling	NOUN
cblr-7814	525	10	now	now	ADV
cblr-7814	525	11	guide	guide	VERB
cblr-7814	525	12	or	or	CCONJ
cblr-7814	525	13	supplant	supplant	VERB
cblr-7814	525	14	human	human	ADJ
cblr-7814	525	15	decisionmaking	decisionmaking	NOUN
cblr-7814	525	16	in	in	ADP
cblr-7814	525	17	a	a	DET
cblr-7814	525	18	wide	wide	ADJ
cblr-7814	525	19	variety	variety	NOUN
cblr-7814	525	20	of	of	ADP
cblr-7814	525	21	fora	forum	NOUN
cblr-7814	525	22	,	,	PUNCT
cblr-7814	525	23	often	often	ADV
cblr-7814	525	24	with	with	ADP
cblr-7814	525	25	determinative	determinative	ADJ
cblr-7814	525	26	effects	effect	NOUN
cblr-7814	525	27	on	on	ADP
cblr-7814	525	28	individuals	individual	NOUN
cblr-7814	525	29	’	'	PUNCT
cblr-7814	525	30	freedom	freedom	NOUN
cblr-7814	525	31	of	of	ADP
cblr-7814	525	32	choice	choice	NOUN
cblr-7814	525	33	and	and	CCONJ
cblr-7814	525	34	opportunity	opportunity	NOUN
cblr-7814	525	35	.	.	PUNCT
cblr-7814	526	1	despite	despite	SCONJ
cblr-7814	526	2	the	the	DET
cblr-7814	526	3	significant	significant	ADJ
cblr-7814	526	4	impact	impact	NOUN
cblr-7814	526	5	that	that	PRON
cblr-7814	526	6	these	these	DET
cblr-7814	526	7	algorithms	algorithm	NOUN
cblr-7814	526	8	will	will	AUX
cblr-7814	526	9	have	have	VERB
cblr-7814	526	10	on	on	ADP
cblr-7814	526	11	our	our	PRON
cblr-7814	526	12	lives	life	NOUN
cblr-7814	526	13	,	,	PUNCT
cblr-7814	526	14	their	their	PRON
cblr-7814	526	15	likely	likely	ADJ
cblr-7814	526	16	discriminatory	discriminatory	ADJ
cblr-7814	526	17	or	or	CCONJ
cblr-7814	526	18	arbitrary	arbitrary	ADJ
cblr-7814	526	19	effects	effect	NOUN
cblr-7814	526	20	,	,	PUNCT
cblr-7814	526	21	and	and	CCONJ
cblr-7814	526	22	the	the	DET
cblr-7814	526	23	potential	potential	NOUN
cblr-7814	526	24	for	for	ADP
cblr-7814	526	25	their	their	PRON
cblr-7814	526	26	proprietors	proprietor	NOUN
cblr-7814	526	27	to	to	PART
cblr-7814	526	28	intentionally	intentionally	ADV
cblr-7814	526	29	or	or	CCONJ
cblr-7814	526	30	accidentally	accidentally	ADV
cblr-7814	526	31	manipulate	manipulate	VERB
cblr-7814	526	32	human	human	ADJ
cblr-7814	526	33	behavior	behavior	NOUN
cblr-7814	526	34	en	en	ADP
cblr-7814	526	35	masse,238	masse,238	NOUN
cblr-7814	526	36	few	few	ADJ
cblr-7814	526	37	have	have	AUX
cblr-7814	526	38	challenged	challenge	VERB
cblr-7814	526	39	the	the	DET
cblr-7814	526	40	absence	absence	NOUN
cblr-7814	526	41	of	of	ADP
cblr-7814	526	42	accountability	accountability	NOUN
cblr-7814	526	43	.	.	PUNCT
cblr-7814	527	1	developers	developer	NOUN
cblr-7814	527	2	,	,	PUNCT
cblr-7814	527	3	empowered	empower	VERB
cblr-7814	527	4	by	by	ADP
cblr-7814	527	5	trade	trade	NOUN
cblr-7814	527	6	secrets	secret	NOUN
cblr-7814	527	7	law	law	NOUN
cblr-7814	527	8	,	,	PUNCT
cblr-7814	527	9	staunchly	staunchly	ADV
cblr-7814	527	10	refuse	refuse	VERB
cblr-7814	527	11	to	to	PART
cblr-7814	527	12	reveal	reveal	VERB
cblr-7814	527	13	the	the	DET
cblr-7814	527	14	source	source	NOUN
cblr-7814	527	15	code	code	NOUN
cblr-7814	527	16	of	of	ADP
cblr-7814	527	17	these	these	DET
cblr-7814	527	18	tools	tool	NOUN
cblr-7814	527	19	that	that	PRON
cblr-7814	527	20	are	be	AUX
cblr-7814	527	21	shaping	shape	VERB
cblr-7814	527	22	our	our	PRON
cblr-7814	527	23	future	future	NOUN
cblr-7814	527	24	.	.	PUNCT
cblr-7814	528	1	employee	employee	NOUN
cblr-7814	528	2	voice	voice	NOUN
cblr-7814	528	3	and	and	CCONJ
cblr-7814	528	4	algorithmic	algorithmic	ADJ
cblr-7814	528	5	transparency	transparency	NOUN
cblr-7814	528	6	would	would	AUX
cblr-7814	528	7	facilitate	facilitate	VERB
cblr-7814	528	8	refinement	refinement	NOUN
cblr-7814	528	9	of	of	ADP
cblr-7814	528	10	people	people	NOUN
cblr-7814	528	11	analytics	analytic	NOUN
cblr-7814	528	12	to	to	PART
cblr-7814	528	13	achieve	achieve	VERB
cblr-7814	528	14	more	more	ADV
cblr-7814	528	15	accurately	accurately	ADV
cblr-7814	528	16	and	and	CCONJ
cblr-7814	528	17	efficiently	efficiently	ADV
cblr-7814	528	18	its	its	PRON
cblr-7814	528	19	intended	intended	ADJ
cblr-7814	528	20	goals	goal	NOUN
cblr-7814	528	21	,	,	PUNCT
cblr-7814	528	22	address	address	NOUN
cblr-7814	528	23	biases	bias	NOUN
cblr-7814	528	24	overlooked	overlook	VERB
cblr-7814	528	25	by	by	ADP
cblr-7814	528	26	developers	developer	NOUN
cblr-7814	528	27	,	,	PUNCT
cblr-7814	528	28	and	and	CCONJ
cblr-7814	528	29	ensure	ensure	VERB
cblr-7814	528	30	that	that	SCONJ
cblr-7814	528	31	employees	employee	NOUN
cblr-7814	528	32	’	’	PART
cblr-7814	528	33	rights	right	NOUN
cblr-7814	528	34	to	to	ADP
cblr-7814	528	35	autonomy	autonomy	NOUN
cblr-7814	528	36	and	and	CCONJ
cblr-7814	528	37	privacy	privacy	NOUN
cblr-7814	528	38	receive	receive	VERB
cblr-7814	528	39	protection	protection	NOUN
cblr-7814	528	40	at	at	ADP
cblr-7814	528	41	every	every	DET
cblr-7814	528	42	stage	stage	NOUN
cblr-7814	528	43	of	of	ADP
cblr-7814	528	44	the	the	DET
cblr-7814	528	45	algorithmic	algorithmic	ADJ
cblr-7814	528	46	process	process	NOUN
cblr-7814	528	47	.	.	PUNCT
cblr-7814	529	1	transparency	transparency	NOUN
cblr-7814	529	2	would	would	AUX
cblr-7814	529	3	also	also	ADV
cblr-7814	529	4	provide	provide	VERB
cblr-7814	529	5	a	a	DET
cblr-7814	529	6	means	mean	NOUN
cblr-7814	529	7	by	by	ADP
cblr-7814	529	8	which	which	PRON
cblr-7814	529	9	employees	employee	NOUN
cblr-7814	529	10	could	could	AUX
cblr-7814	529	11	hold	hold	VERB
cblr-7814	529	12	their	their	PRON
cblr-7814	529	13	employers	employer	NOUN
cblr-7814	529	14	accountable	accountable	ADJ
cblr-7814	529	15	when	when	SCONJ
cblr-7814	529	16	algorithmic	algorithmic	ADJ
cblr-7814	529	17	insights	insight	NOUN
cblr-7814	529	18	are	be	AUX
cblr-7814	529	19	wielded	wield	VERB
cblr-7814	529	20	in	in	ADP
cblr-7814	529	21	an	an	DET
cblr-7814	529	22	arbitrary	arbitrary	ADJ
cblr-7814	529	23	or	or	CCONJ
cblr-7814	529	24	unfairly	unfairly	ADV
cblr-7814	529	25	determinative	determinative	ADJ
cblr-7814	529	26	manner	manner	NOUN
cblr-7814	529	27	.	.	PUNCT
cblr-7814	530	1	individuals	individual	NOUN
cblr-7814	530	2	’	'	PUNCT
cblr-7814	530	3	236	236	NUM
cblr-7814	530	4	see	see	VERB
cblr-7814	530	5	i	i	PRON
cblr-7814	530	6	d.	d.	PROPN
cblr-7814	530	7	at	at	ADP
cblr-7814	530	8	1036–37	1036–37	PROPN
cblr-7814	530	9	(	(	PUNCT
cblr-7814	530	10	“	"	PUNCT
cblr-7814	530	11	when	when	SCONJ
cblr-7814	530	12	employees	employee	NOUN
cblr-7814	530	13	hold	hold	VERB
cblr-7814	530	14	more	more	ADV
cblr-7814	530	15	positive	positive	ADJ
cblr-7814	530	16	attributions	attribution	NOUN
cblr-7814	530	17	—	—	PUNCT
cblr-7814	530	18	that	that	PRON
cblr-7814	530	19	is	is	ADV
cblr-7814	530	20	,	,	PUNCT
cblr-7814	530	21	when	when	SCONJ
cblr-7814	530	22	they	they	PRON
cblr-7814	530	23	consider	consider	VERB
cblr-7814	530	24	[	[	PUNCT
cblr-7814	530	25	p]eople	p]eople	PRON
cblr-7814	530	26	[	[	X
cblr-7814	530	27	a]nalytics	a]nalytic	NOUN
cblr-7814	530	28	as	as	ADP
cblr-7814	530	29	a	a	DET
cblr-7814	530	30	means	means	NOUN
cblr-7814	530	31	to	to	PART
cblr-7814	530	32	improve	improve	VERB
cblr-7814	530	33	quality	quality	NOUN
cblr-7814	530	34	for	for	ADP
cblr-7814	530	35	customers	customer	NOUN
cblr-7814	530	36	or	or	CCONJ
cblr-7814	530	37	to	to	PART
cblr-7814	530	38	enhance	enhance	VERB
cblr-7814	530	39	employee	employee	NOUN
cblr-7814	530	40	well	well	ADV
cblr-7814	530	41	-	-	PUNCT
cblr-7814	530	42	being	being	NOUN
cblr-7814	530	43	—	—	PUNCT
cblr-7814	530	44	such	such	ADJ
cblr-7814	530	45	attributions	attribution	NOUN
cblr-7814	530	46	relate	relate	VERB
cblr-7814	530	47	positively	positively	ADV
cblr-7814	530	48	to	to	ADP
cblr-7814	530	49	their	their	PRON
cblr-7814	530	50	affective	affective	ADJ
cblr-7814	530	51	commitment	commitment	NOUN
cblr-7814	530	52	[	[	X
cblr-7814	530	53	to	to	ADP
cblr-7814	530	54	their	their	PRON
cblr-7814	530	55	employer	employer	NOUN
cblr-7814	530	56	]	]	X
cblr-7814	530	57	.	.	PUNCT
cblr-7814	530	58	”	"	PUNCT
cblr-7814	530	59	)	)	PUNCT
cblr-7814	530	60	.	.	PUNCT
cblr-7814	531	1	237	237	NUM
cblr-7814	532	1	i	i	PRON
cblr-7814	532	2	d.	d.	NOUN
cblr-7814	532	3	at	at	ADP
cblr-7814	532	4	1037	1037	NUM
cblr-7814	532	5	(	(	PUNCT
cblr-7814	532	6	footnote	footnote	NOUN
cblr-7814	532	7	omitted	omit	VERB
cblr-7814	532	8	)	)	PUNCT
cblr-7814	532	9	.	.	PUNCT
cblr-7814	533	1	238	238	NUM
cblr-7814	533	2	see	see	VERB
cblr-7814	533	3	marcello	marcello	PROPN
cblr-7814	533	4	ienca	ienca	PROPN
cblr-7814	533	5	&	&	CCONJ
cblr-7814	533	6	effy	effy	PROPN
cblr-7814	533	7	vayena	vayena	PROPN
cblr-7814	533	8	,	,	PUNCT
cblr-7814	533	9	cambridge	cambridge	PROPN
cblr-7814	533	10	analytica	analytica	PROPN
cblr-7814	533	11	and	and	CCONJ
cblr-7814	533	12	online	online	ADJ
cblr-7814	533	13	manipulation	manipulation	NOUN
cblr-7814	533	14	,	,	PUNCT
cblr-7814	533	15	sci	sci	PROPN
cblr-7814	533	16	.	.	PROPN
cblr-7814	533	17	am	be	AUX
cblr-7814	533	18	.	.	PUNCT
cblr-7814	534	1	(	(	PUNCT
cblr-7814	534	2	mar	mar	PROPN
cblr-7814	534	3	.	.	PROPN
cblr-7814	534	4	30	30	NUM
cblr-7814	534	5	,	,	PUNCT
cblr-7814	534	6	2018	2018	NUM
cblr-7814	534	7	)	)	PUNCT
cblr-7814	534	8	,	,	PUNCT
cblr-7814	534	9	https://blogs.scientificamerican.com/observations/cambridge-analyticaand-online-manipulation/	https://blogs.scientificamerican.com/observations/cambridge-analyticaand-online-manipulation/	X
cblr-7814	535	1	[	[	X
cblr-7814	535	2	https://perma.cc/g7j6-r479	https://perma.cc/g7j6-r479	PROPN
cblr-7814	535	3	]	]	PUNCT
cblr-7814	535	4	(	(	PUNCT
cblr-7814	535	5	describing	describe	VERB
cblr-7814	535	6	the	the	DET
cblr-7814	535	7	use	use	NOUN
cblr-7814	535	8	of	of	ADP
cblr-7814	535	9	algorithms	algorithm	NOUN
cblr-7814	535	10	to	to	PART
cblr-7814	535	11	manipulate	manipulate	VERB
cblr-7814	535	12	emotions	emotion	NOUN
cblr-7814	535	13	and	and	CCONJ
cblr-7814	535	14	political	political	ADJ
cblr-7814	535	15	results	result	NOUN
cblr-7814	535	16	)	)	PUNCT
cblr-7814	535	17	.	.	PUNCT
cblr-7814	536	1	pedersen	pedersen	NOUN
cblr-7814	536	2	(	(	PUNCT
cblr-7814	536	3	note	note	NOUN
cblr-7814	536	4	)	)	PUNCT
cblr-7814	536	5	1/15/2021	1/15/2021	NUM
cblr-7814	536	6	5:01	5:01	NUM
cblr-7814	536	7	pm	pm	PROPN
cblr-7814	536	8	1164	1164	NUM
cblr-7814	536	9	columbia	columbia	PROPN
cblr-7814	536	10	business	business	NOUN
cblr-7814	536	11	law	law	PROPN
cblr-7814	536	12	review	review	NOUN
cblr-7814	536	13	[	[	X
cblr-7814	536	14	vol	vol	NOUN
cblr-7814	536	15	.	.	PUNCT
cblr-7814	536	16	2020	2020	NUM
cblr-7814	536	17	access	access	NOUN
cblr-7814	536	18	to	to	ADP
cblr-7814	536	19	choices	choice	NOUN
cblr-7814	536	20	and	and	CCONJ
cblr-7814	536	21	opportunities	opportunity	NOUN
cblr-7814	536	22	should	should	AUX
cblr-7814	536	23	not	not	PART
cblr-7814	536	24	be	be	AUX
cblr-7814	536	25	withheld	withhold	VERB
cblr-7814	536	26	simply	simply	ADV
cblr-7814	536	27	because	because	SCONJ
cblr-7814	536	28	they	they	PRON
cblr-7814	536	29	fall	fall	VERB
cblr-7814	536	30	on	on	ADP
cblr-7814	536	31	the	the	DET
cblr-7814	536	32	wrong	wrong	ADJ
cblr-7814	536	33	side	side	NOUN
cblr-7814	536	34	of	of	ADP
cblr-7814	536	35	a	a	DET
cblr-7814	536	36	questionable	questionable	ADJ
cblr-7814	536	37	statistical	statistical	ADJ
cblr-7814	536	38	inference	inference	NOUN
cblr-7814	536	39	.	.	PUNCT
cblr-7814	537	1	if	if	SCONJ
cblr-7814	537	2	enhanced	enhance	VERB
cblr-7814	537	3	productivity	productivity	NOUN
cblr-7814	537	4	and	and	CCONJ
cblr-7814	537	5	labor	labor	NOUN
cblr-7814	537	6	market	market	NOUN
cblr-7814	537	7	efficiency	efficiency	NOUN
cblr-7814	537	8	are	be	AUX
cblr-7814	537	9	truly	truly	ADV
cblr-7814	537	10	the	the	DET
cblr-7814	537	11	business	business	NOUN
cblr-7814	537	12	goals	goal	NOUN
cblr-7814	537	13	of	of	ADP
cblr-7814	537	14	algorithmic	algorithmic	ADJ
cblr-7814	537	15	decisionmaking	decisionmaking	NOUN
cblr-7814	537	16	,	,	PUNCT
cblr-7814	537	17	then	then	ADV
cblr-7814	537	18	the	the	DET
cblr-7814	537	19	exacerbation	exacerbation	NOUN
cblr-7814	537	20	of	of	ADP
cblr-7814	537	21	informational	informational	ADJ
cblr-7814	537	22	disparities	disparity	NOUN
cblr-7814	537	23	is	be	AUX
cblr-7814	537	24	not	not	PART
cblr-7814	537	25	a	a	DET
cblr-7814	537	26	rational	rational	ADJ
cblr-7814	537	27	solution	solution	NOUN
cblr-7814	537	28	.	.	PUNCT