id	sid	tid	token	lemma	pos
spir-12175	1	1	microsoft	microsoft	PROPN
spir-12175	1	2	word	word	PROPN
spir-12175	1	3	goldenfein	goldenfein	PROPN
spir-12175	1	4	-	-	PUNCT
spir-12175	1	5	design	design	NOUN
spir-12175	1	6	choices	choice	NOUN
spir-12175	1	7	-	-	PUNCT
spir-12175	1	8	design	design	NOUN
spir-12175	1	9	choices.docx	choices.docx	NUM
spir-12175	1	10	selected	select	VERB
spir-12175	1	11	papers	paper	NOUN
spir-12175	1	12	of	of	ADP
spir-12175	1	13	#	#	SYM
spir-12175	1	14	aoir2020	aoir2020	PROPN
spir-12175	1	15	:	:	PUNCT
spir-12175	1	16	the	the	DET
spir-12175	1	17	22nd	22nd	ADJ
spir-12175	1	18	annual	annual	ADJ
spir-12175	1	19	conference	conference	NOUN
spir-12175	1	20	of	of	ADP
spir-12175	1	21	the	the	DET
spir-12175	1	22	association	association	NOUN
spir-12175	1	23	of	of	ADP
spir-12175	1	24	internet	internet	NOUN
spir-12175	1	25	researchers	researcher	NOUN
spir-12175	1	26	virtual	virtual	ADJ
spir-12175	1	27	event	event	NOUN
spir-12175	1	28	/	/	SYM
spir-12175	1	29	13	13	NUM
spir-12175	1	30	-	-	SYM
spir-12175	1	31	16	16	NUM
spir-12175	1	32	oct	oct	PROPN
spir-12175	1	33	2021	2021	NUM
spir-12175	1	34	suggested	suggest	VERB
spir-12175	1	35	citation	citation	NOUN
spir-12175	1	36	(	(	PUNCT
spir-12175	1	37	apa	apa	PROPN
spir-12175	1	38	):	):	PUNCT
spir-12175	1	39	viljoen	viljoen	PROPN
spir-12175	1	40	,	,	PUNCT
spir-12175	1	41	s.	s.	PROPN
spir-12175	1	42	goldenfein	goldenfein	PROPN
spir-12175	1	43	,	,	PUNCT
spir-12175	1	44	j.	j.	PROPN
spir-12175	1	45	mcguigan	mcguigan	PROPN
spir-12175	1	46	,	,	PUNCT
spir-12175	1	47	l.	l.	PROPN
spir-12175	1	48	,	,	PUNCT
spir-12175	1	49	(	(	PUNCT
spir-12175	1	50	2021	2021	NUM
spir-12175	1	51	,	,	PUNCT
spir-12175	1	52	october	october	PROPN
spir-12175	1	53	)	)	PUNCT
spir-12175	1	54	.	.	PUNCT
spir-12175	2	1	design	design	NOUN
spir-12175	2	2	choices	choice	NOUN
spir-12175	2	3	:	:	PUNCT
spir-12175	2	4	mechanism	mechanism	NOUN
spir-12175	2	5	design	design	NOUN
spir-12175	2	6	and	and	CCONJ
spir-12175	2	7	platform	platform	NOUN
spir-12175	2	8	capitalism	capitalism	NOUN
spir-12175	2	9	.	.	PUNCT
spir-12175	3	1	paper	paper	NOUN
spir-12175	3	2	presented	present	VERB
spir-12175	3	3	at	at	ADP
spir-12175	3	4	aoir	aoir	NOUN
spir-12175	3	5	2021	2021	NUM
spir-12175	3	6	:	:	PUNCT
spir-12175	3	7	the	the	DET
spir-12175	3	8	22nd	22nd	ADJ
spir-12175	3	9	annual	annual	ADJ
spir-12175	3	10	conference	conference	NOUN
spir-12175	3	11	of	of	ADP
spir-12175	3	12	the	the	DET
spir-12175	3	13	association	association	NOUN
spir-12175	3	14	of	of	ADP
spir-12175	3	15	internet	internet	NOUN
spir-12175	3	16	researchers	researcher	NOUN
spir-12175	3	17	.	.	PUNCT
spir-12175	4	1	virtual	virtual	ADJ
spir-12175	4	2	event	event	NOUN
spir-12175	4	3	:	:	PUNCT
spir-12175	4	4	aoir	aoir	NOUN
spir-12175	4	5	.	.	PUNCT
spir-12175	4	6	retrieved	retrieve	VERB
spir-12175	4	7	from	from	ADP
spir-12175	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-12175	4	9	.	.	PUNCT
spir-12175	5	1	design	design	NOUN
spir-12175	5	2	choices	choice	NOUN
spir-12175	5	3	:	:	PUNCT
spir-12175	5	4	mechanism	mechanism	NOUN
spir-12175	5	5	design	design	NOUN
spir-12175	5	6	and	and	CCONJ
spir-12175	5	7	platform	platform	NOUN
spir-12175	5	8	capitalism	capitalism	NOUN
spir-12175	5	9	salomé	salomé	NOUN
spir-12175	5	10	viljoen	viljoen	PROPN
spir-12175	5	11	columbia	columbia	PROPN
spir-12175	5	12	law	law	PROPN
spir-12175	5	13	school	school	PROPN
spir-12175	5	14	,	,	PUNCT
spir-12175	5	15	columbia	columbia	PROPN
spir-12175	5	16	university	university	PROPN
spir-12175	5	17	jake	jake	PROPN
spir-12175	5	18	goldenfein	goldenfein	PROPN
spir-12175	5	19	melbourne	melbourne	PROPN
spir-12175	5	20	law	law	PROPN
spir-12175	5	21	school	school	NOUN
spir-12175	5	22	,	,	PUNCT
spir-12175	5	23	university	university	NOUN
spir-12175	5	24	of	of	ADP
spir-12175	5	25	melbourne	melbourne	PROPN
spir-12175	5	26	and	and	CCONJ
spir-12175	5	27	arc	arc	NOUN
spir-12175	5	28	centre	centre	NOUN
spir-12175	5	29	of	of	ADP
spir-12175	5	30	excellence	excellence	NOUN
spir-12175	5	31	for	for	ADP
spir-12175	5	32	automated	automate	VERB
spir-12175	5	33	decision	decision	NOUN
spir-12175	5	34	-	-	PUNCT
spir-12175	5	35	making	making	NOUN
spir-12175	5	36	and	and	CCONJ
spir-12175	5	37	society	society	NOUN
spir-12175	5	38	lee	lee	PROPN
spir-12175	5	39	mcguigan	mcguigan	PROPN
spir-12175	5	40	hussman	hussman	PROPN
spir-12175	5	41	school	school	PROPN
spir-12175	5	42	of	of	ADP
spir-12175	5	43	journalism	journalism	NOUN
spir-12175	5	44	and	and	CCONJ
spir-12175	5	45	media	medium	NOUN
spir-12175	5	46	,	,	PUNCT
spir-12175	5	47	university	university	NOUN
spir-12175	5	48	of	of	ADP
spir-12175	5	49	north	north	PROPN
spir-12175	5	50	carolina	carolina	PROPN
spir-12175	5	51	at	at	ADP
spir-12175	5	52	chapel	chapel	PROPN
spir-12175	5	53	hill	hill	PROPN
spir-12175	5	54	digital	digital	PROPN
spir-12175	5	55	platforms	platform	NOUN
spir-12175	5	56	have	have	AUX
spir-12175	5	57	been	be	AUX
spir-12175	5	58	built	build	VERB
spir-12175	5	59	into	into	ADP
spir-12175	5	60	infrastructures	infrastructure	NOUN
spir-12175	5	61	for	for	ADP
spir-12175	5	62	organizing	organize	VERB
spir-12175	5	63	an	an	DET
spir-12175	5	64	increasing	increase	VERB
spir-12175	5	65	range	range	NOUN
spir-12175	5	66	of	of	ADP
spir-12175	5	67	social	social	ADJ
spir-12175	5	68	,	,	PUNCT
spir-12175	5	69	economic	economic	ADJ
spir-12175	5	70	,	,	PUNCT
spir-12175	5	71	and	and	CCONJ
spir-12175	5	72	cultural	cultural	ADJ
spir-12175	5	73	activities	activity	NOUN
spir-12175	5	74	.	.	PUNCT
spir-12175	6	1	consternation	consternation	NOUN
spir-12175	6	2	about	about	ADP
spir-12175	6	3	the	the	DET
spir-12175	6	4	power	power	NOUN
spir-12175	6	5	of	of	ADP
spir-12175	6	6	these	these	DET
spir-12175	6	7	platforms	platform	NOUN
spir-12175	6	8	is	be	AUX
spir-12175	6	9	a	a	DET
spir-12175	6	10	hallmark	hallmark	NOUN
spir-12175	6	11	of	of	ADP
spir-12175	6	12	the	the	DET
spir-12175	6	13	present	present	ADJ
spir-12175	6	14	moment	moment	NOUN
spir-12175	6	15	.	.	PUNCT
spir-12175	7	1	through	through	ADP
spir-12175	7	2	automated	automate	VERB
spir-12175	7	3	and	and	CCONJ
spir-12175	7	4	algorithmic	algorithmic	ADJ
spir-12175	7	5	tools	tool	NOUN
spir-12175	7	6	and	and	CCONJ
spir-12175	7	7	methods	method	NOUN
spir-12175	7	8	,	,	PUNCT
spir-12175	7	9	companies	company	NOUN
spir-12175	7	10	like	like	ADP
spir-12175	7	11	google	google	PROPN
spir-12175	7	12	,	,	PUNCT
spir-12175	7	13	facebook	facebook	NOUN
spir-12175	7	14	,	,	PUNCT
spir-12175	7	15	amazon	amazon	NOUN
spir-12175	7	16	,	,	PUNCT
spir-12175	7	17	and	and	CCONJ
spir-12175	7	18	uber	uber	ADJ
spir-12175	7	19	seem	seem	VERB
spir-12175	7	20	to	to	PART
spir-12175	7	21	exercise	exercise	VERB
spir-12175	7	22	a	a	DET
spir-12175	7	23	special	special	ADJ
spir-12175	7	24	capacity	capacity	NOUN
spir-12175	7	25	for	for	ADP
spir-12175	7	26	managing	manage	VERB
spir-12175	7	27	their	their	PRON
spir-12175	7	28	customers	customer	NOUN
spir-12175	7	29	,	,	PUNCT
spir-12175	7	30	competitors	competitor	NOUN
spir-12175	7	31	,	,	PUNCT
spir-12175	7	32	and	and	CCONJ
spir-12175	7	33	workers	worker	NOUN
spir-12175	7	34	(	(	PUNCT
spir-12175	7	35	darmody	darmody	NOUN
spir-12175	7	36	and	and	CCONJ
spir-12175	7	37	zwick	zwick	NOUN
spir-12175	7	38	,	,	PUNCT
spir-12175	7	39	2020	2020	NUM
spir-12175	7	40	;	;	PUNCT
spir-12175	7	41	shapiro	shapiro	PROPN
spir-12175	7	42	,	,	PUNCT
spir-12175	7	43	2020	2020	NUM
spir-12175	7	44	;	;	PUNCT
spir-12175	7	45	yeung	yeung	PROPN
spir-12175	7	46	,	,	PUNCT
spir-12175	7	47	2017	2017	NUM
spir-12175	7	48	)	)	PUNCT
spir-12175	7	49	.	.	PUNCT
spir-12175	8	1	they	they	PRON
spir-12175	8	2	have	have	VERB
spir-12175	8	3	many	many	ADJ
spir-12175	8	4	sources	source	NOUN
spir-12175	8	5	of	of	ADP
spir-12175	8	6	leverage	leverage	NOUN
spir-12175	8	7	,	,	PUNCT
spir-12175	8	8	including	include	VERB
spir-12175	8	9	the	the	DET
spir-12175	8	10	monopoly	monopoly	NOUN
spir-12175	8	11	power	power	NOUN
spir-12175	8	12	permitted	permit	VERB
spir-12175	8	13	under	under	ADP
spir-12175	8	14	moribund	moribund	ADJ
spir-12175	8	15	antitrust	antitrust	ADJ
spir-12175	8	16	enforcement	enforcement	NOUN
spir-12175	8	17	(	(	PUNCT
spir-12175	8	18	srinivasan	srinivasan	NOUN
spir-12175	8	19	,	,	PUNCT
spir-12175	8	20	2020	2020	NUM
spir-12175	8	21	)	)	PUNCT
spir-12175	8	22	,	,	PUNCT
spir-12175	8	23	regulatory	regulatory	ADJ
spir-12175	8	24	blackholes	blackhole	NOUN
spir-12175	8	25	that	that	PRON
spir-12175	8	26	relieve	relieve	VERB
spir-12175	8	27	them	they	PRON
spir-12175	8	28	of	of	ADP
spir-12175	8	29	social	social	ADJ
spir-12175	8	30	responsibilities	responsibility	NOUN
spir-12175	8	31	(	(	PUNCT
spir-12175	8	32	rosenblat	rosenblat	NOUN
spir-12175	8	33	and	and	CCONJ
spir-12175	8	34	stark	stark	ADJ
spir-12175	8	35	,	,	PUNCT
spir-12175	8	36	2016	2016	NUM
spir-12175	8	37	)	)	PUNCT
spir-12175	8	38	,	,	PUNCT
spir-12175	8	39	and	and	CCONJ
spir-12175	8	40	informational	informational	ADJ
spir-12175	8	41	advantages	advantage	NOUN
spir-12175	8	42	owing	owe	VERB
spir-12175	8	43	to	to	ADP
spir-12175	8	44	their	their	PRON
spir-12175	8	45	position	position	NOUN
spir-12175	8	46	between	between	ADP
spir-12175	8	47	buyers	buyer	NOUN
spir-12175	8	48	and	and	CCONJ
spir-12175	8	49	sellers	seller	NOUN
spir-12175	8	50	(	(	PUNCT
spir-12175	8	51	mansell	mansell	NOUN
spir-12175	8	52	and	and	CCONJ
spir-12175	8	53	steinmeuller	steinmeuller	NOUN
spir-12175	8	54	,	,	PUNCT
spir-12175	8	55	2020	2020	NUM
spir-12175	8	56	)	)	PUNCT
spir-12175	8	57	.	.	PUNCT
spir-12175	9	1	to	to	ADP
spir-12175	9	2	these	these	DET
spir-12175	9	3	concerns	concern	NOUN
spir-12175	9	4	we	we	PRON
spir-12175	9	5	add	add	VERB
spir-12175	9	6	a	a	DET
spir-12175	9	7	critical	critical	ADJ
spir-12175	9	8	focus	focus	NOUN
spir-12175	9	9	on	on	ADP
spir-12175	9	10	the	the	DET
spir-12175	9	11	intellectual	intellectual	ADJ
spir-12175	9	12	technologies	technology	NOUN
spir-12175	9	13	powering	power	VERB
spir-12175	9	14	these	these	DET
spir-12175	9	15	platforms	platform	NOUN
spir-12175	9	16	a	a	DET
spir-12175	9	17	specific	specific	ADJ
spir-12175	9	18	set	set	NOUN
spir-12175	9	19	of	of	ADP
spir-12175	9	20	disciplinary	disciplinary	ADJ
spir-12175	9	21	tools	tool	NOUN
spir-12175	9	22	and	and	CCONJ
spir-12175	9	23	methods	method	NOUN
spir-12175	9	24	deployed	deploy	VERB
spir-12175	9	25	in	in	ADP
spir-12175	9	26	their	their	PRON
spir-12175	9	27	theorization	theorization	NOUN
spir-12175	9	28	,	,	PUNCT
spir-12175	9	29	development	development	NOUN
spir-12175	9	30	and	and	CCONJ
spir-12175	9	31	operation	operation	NOUN
spir-12175	9	32	.	.	PUNCT
spir-12175	10	1	core	core	NOUN
spir-12175	10	2	operations	operation	NOUN
spir-12175	10	3	at	at	ADP
spir-12175	10	4	google	google	PROPN
spir-12175	10	5	,	,	PUNCT
spir-12175	10	6	facebook	facebook	NOUN
spir-12175	10	7	,	,	PUNCT
spir-12175	10	8	and	and	CCONJ
spir-12175	10	9	beyond	beyond	ADP
spir-12175	10	10	derive	derive	NOUN
spir-12175	10	11	from	from	ADP
spir-12175	10	12	a	a	DET
spir-12175	10	13	research	research	NOUN
spir-12175	10	14	discipline	discipline	NOUN
spir-12175	10	15	that	that	PRON
spir-12175	10	16	treats	treat	VERB
spir-12175	10	17	asymmetrical	asymmetrical	ADJ
spir-12175	10	18	accumulation	accumulation	NOUN
spir-12175	10	19	of	of	ADP
spir-12175	10	20	data	datum	NOUN
spir-12175	10	21	and	and	CCONJ
spir-12175	10	22	profiling	profiling	NOUN
spir-12175	10	23	capacity	capacity	NOUN
spir-12175	10	24	,	,	PUNCT
spir-12175	10	25	and	and	CCONJ
spir-12175	10	26	the	the	DET
spir-12175	10	27	optimization	optimization	NOUN
spir-12175	10	28	of	of	ADP
spir-12175	10	29	actors	actor	NOUN
spir-12175	10	30	'	'	PART
spir-12175	10	31	choices	choice	NOUN
spir-12175	10	32	,	,	PUNCT
spir-12175	10	33	as	as	ADP
spir-12175	10	34	fundamental	fundamental	ADJ
spir-12175	10	35	design	design	NOUN
spir-12175	10	36	principles	principle	NOUN
spir-12175	10	37	.	.	PUNCT
spir-12175	11	1	in	in	ADP
spir-12175	11	2	this	this	DET
spir-12175	11	3	paper	paper	NOUN
spir-12175	11	4	,	,	PUNCT
spir-12175	11	5	we	we	PRON
spir-12175	11	6	pull	pull	VERB
spir-12175	11	7	back	back	ADV
spir-12175	11	8	the	the	DET
spir-12175	11	9	curtain	curtain	NOUN
spir-12175	11	10	of	of	ADP
spir-12175	11	11	platform	platform	NOUN
spir-12175	11	12	capitalism	capitalism	NOUN
spir-12175	11	13	to	to	PART
spir-12175	11	14	glimpse	glimpse	VERB
spir-12175	11	15	the	the	DET
spir-12175	11	16	world	world	NOUN
spir-12175	11	17	of	of	ADP
spir-12175	11	18	mechanism	mechanism	NOUN
spir-12175	11	19	design	design	NOUN
spir-12175	11	20	.	.	PUNCT
spir-12175	12	1	mechanism	mechanism	NOUN
spir-12175	12	2	design	design	NOUN
spir-12175	12	3	brings	bring	VERB
spir-12175	12	4	a	a	DET
spir-12175	12	5	formidable	formidable	ADJ
spir-12175	12	6	but	but	CCONJ
spir-12175	12	7	conflicted	conflicted	ADJ
spir-12175	12	8	lineage	lineage	NOUN
spir-12175	12	9	into	into	ADP
spir-12175	12	10	the	the	DET
spir-12175	12	11	heart	heart	NOUN
spir-12175	12	12	of	of	ADP
spir-12175	12	13	platform	platform	NOUN
spir-12175	12	14	governance	governance	NOUN
spir-12175	12	15	.	.	PUNCT
spir-12175	13	1	with	with	ADP
spir-12175	13	2	its	its	PRON
spir-12175	13	3	origins	origin	NOUN
spir-12175	13	4	in	in	ADP
spir-12175	13	5	nobel	nobel	PROPN
spir-12175	13	6	prize	prize	PROPN
spir-12175	13	7	-	-	PUNCT
spir-12175	13	8	winning	win	VERB
spir-12175	13	9	economic	economic	ADJ
spir-12175	13	10	theory	theory	NOUN
spir-12175	13	11	,	,	PUNCT
spir-12175	13	12	mechanism	mechanism	NOUN
spir-12175	13	13	design	design	NOUN
spir-12175	13	14	claims	claim	VERB
spir-12175	13	15	to	to	PART
spir-12175	13	16	be	be	AUX
spir-12175	13	17	a	a	DET
spir-12175	13	18	set	set	NOUN
spir-12175	13	19	of	of	ADP
spir-12175	13	20	methods	method	NOUN
spir-12175	13	21	tailored	tailor	VERB
spir-12175	13	22	expressly	expressly	ADV
spir-12175	13	23	to	to	PART
spir-12175	13	24	achieve	achieve	VERB
spir-12175	13	25	social	social	ADJ
spir-12175	13	26	welfare	welfare	NOUN
spir-12175	13	27	by	by	ADP
spir-12175	13	28	harnessing	harness	VERB
spir-12175	13	29	the	the	DET
spir-12175	13	30	self	self	NOUN
spir-12175	13	31	-	-	PUNCT
spir-12175	13	32	interested	interested	ADJ
spir-12175	13	33	rationality	rationality	NOUN
spir-12175	13	34	and	and	CCONJ
spir-12175	13	35	autonomy	autonomy	NOUN
spir-12175	13	36	of	of	ADP
spir-12175	13	37	individuals	individual	NOUN
spir-12175	13	38	.	.	PUNCT
spir-12175	14	1	mechanism	mechanism	NOUN
spir-12175	14	2	design	design	NOUN
spir-12175	14	3	creates	create	VERB
spir-12175	14	4	bespoke	bespoke	NOUN
spir-12175	14	5	markets	market	NOUN
spir-12175	14	6	and	and	CCONJ
spir-12175	14	7	auctions	auction	NOUN
spir-12175	14	8	that	that	PRON
spir-12175	14	9	direct	direct	ADJ
spir-12175	14	10	individuals	individual	NOUN
spir-12175	14	11	’	’	PART
spir-12175	14	12	choices	choice	NOUN
spir-12175	14	13	toward	toward	ADP
spir-12175	14	14	outcomes	outcome	NOUN
spir-12175	14	15	that	that	PRON
spir-12175	14	16	maximize	maximize	VERB
spir-12175	14	17	a	a	DET
spir-12175	14	18	formally	formally	ADV
spir-12175	14	19	defined	define	VERB
spir-12175	14	20	social	social	ADJ
spir-12175	14	21	welfare	welfare	NOUN
spir-12175	14	22	.	.	PUNCT
spir-12175	15	1	its	its	PRON
spir-12175	15	2	ideological	ideological	ADJ
spir-12175	15	3	and	and	CCONJ
spir-12175	15	4	normative	normative	ADJ
spir-12175	15	5	commitments	commitment	NOUN
spir-12175	15	6	to	to	ADP
spir-12175	15	7	rationality	rationality	NOUN
spir-12175	15	8	and	and	CCONJ
spir-12175	15	9	autonomy	autonomy	NOUN
spir-12175	15	10	have	have	AUX
spir-12175	15	11	provided	provide	VERB
spir-12175	15	12	market	market	NOUN
spir-12175	15	13	-	-	PUNCT
spir-12175	15	14	makers	maker	NOUN
spir-12175	15	15	with	with	ADP
spir-12175	15	16	a	a	DET
spir-12175	15	17	persuasive	persuasive	ADJ
spir-12175	15	18	justification	justification	NOUN
spir-12175	15	19	for	for	ADP
spir-12175	15	20	exercising	exercise	VERB
spir-12175	15	21	strategic	strategic	ADJ
spir-12175	15	22	control	control	NOUN
spir-12175	15	23	over	over	ADP
spir-12175	15	24	the	the	DET
spir-12175	15	25	environments	environment	NOUN
spir-12175	15	26	where	where	SCONJ
spir-12175	15	27	people	people	NOUN
spir-12175	15	28	interact	interact	VERB
spir-12175	15	29	and	and	CCONJ
spir-12175	15	30	make	make	VERB
spir-12175	15	31	decisions	decision	NOUN
spir-12175	15	32	.	.	PUNCT
spir-12175	16	1	the	the	DET
spir-12175	16	2	apparent	apparent	ADJ
spir-12175	16	3	power	power	NOUN
spir-12175	16	4	of	of	ADP
spir-12175	16	5	mechanism	mechanism	NOUN
spir-12175	16	6	design	design	NOUN
spir-12175	16	7	to	to	PART
spir-12175	16	8	orchestrate	orchestrate	VERB
spir-12175	16	9	forms	form	NOUN
spir-12175	16	10	of	of	ADP
spir-12175	16	11	social	social	ADJ
spir-12175	16	12	coordination	coordination	NOUN
spir-12175	16	13	has	have	AUX
spir-12175	16	14	earned	earn	VERB
spir-12175	16	15	multiple	multiple	ADJ
spir-12175	16	16	nobel	nobel	PROPN
spir-12175	16	17	prizes	prize	NOUN
spir-12175	16	18	for	for	ADP
spir-12175	16	19	the	the	DET
spir-12175	16	20	discipline	discipline	NOUN
spir-12175	16	21	’s	’s	PART
spir-12175	16	22	leading	lead	VERB
spir-12175	16	23	proponents	proponent	NOUN
spir-12175	16	24	(	(	PUNCT
spir-12175	16	25	maskin	maskin	X
spir-12175	16	26	,	,	PUNCT
spir-12175	16	27	2008	2008	NUM
spir-12175	16	28	)	)	PUNCT
spir-12175	16	29	,	,	PUNCT
spir-12175	16	30	and	and	CCONJ
spir-12175	16	31	helped	help	VERB
spir-12175	16	32	to	to	PART
spir-12175	16	33	propagate	propagate	VERB
spir-12175	16	34	its	its	PRON
spir-12175	16	35	influence	influence	NOUN
spir-12175	16	36	beyond	beyond	ADP
spir-12175	16	37	conventional	conventional	ADJ
spir-12175	16	38	economic	economic	ADJ
spir-12175	16	39	settings	setting	NOUN
spir-12175	16	40	.	.	PUNCT
spir-12175	17	1	mechanism	mechanism	NOUN
spir-12175	17	2	design	design	NOUN
spir-12175	17	3	is	be	AUX
spir-12175	17	4	seen	see	VERB
spir-12175	17	5	to	to	PART
spir-12175	17	6	provide	provide	VERB
spir-12175	17	7	a	a	DET
spir-12175	17	8	set	set	NOUN
spir-12175	17	9	of	of	ADP
spir-12175	17	10	intellectual	intellectual	ADJ
spir-12175	17	11	technologies	technology	NOUN
spir-12175	17	12	for	for	ADP
spir-12175	17	13	enacting	enact	VERB
spir-12175	17	14	“	"	PUNCT
spir-12175	17	15	optimization	optimization	NOUN
spir-12175	17	16	”	"	PUNCT
spir-12175	17	17	as	as	ADP
spir-12175	17	18	a	a	DET
spir-12175	17	19	worldview	worldview	NOUN
spir-12175	17	20	and	and	CCONJ
spir-12175	17	21	a	a	DET
spir-12175	17	22	powerful	powerful	ADJ
spir-12175	17	23	idiom	idiom	NOUN
spir-12175	17	24	for	for	ADP
spir-12175	17	25	a	a	DET
spir-12175	17	26	great	great	ADJ
spir-12175	17	27	deal	deal	NOUN
spir-12175	17	28	of	of	ADP
spir-12175	17	29	policymaking	policymaking	NOUN
spir-12175	17	30	.	.	PUNCT
spir-12175	18	1	and	and	CCONJ
spir-12175	18	2	it	it	PRON
spir-12175	18	3	has	have	AUX
spir-12175	18	4	gained	gain	VERB
spir-12175	18	5	particular	particular	ADJ
spir-12175	18	6	currency	currency	NOUN
spir-12175	18	7	in	in	ADP
spir-12175	18	8	areas	area	NOUN
spir-12175	18	9	where	where	SCONJ
spir-12175	18	10	computers	computer	NOUN
spir-12175	18	11	and	and	CCONJ
spir-12175	18	12	algorithms	algorithm	NOUN
spir-12175	18	13	mediate	mediate	VERB
spir-12175	18	14	the	the	DET
spir-12175	18	15	actions	action	NOUN
spir-12175	18	16	of	of	ADP
spir-12175	18	17	agents	agent	NOUN
spir-12175	18	18	(	(	PUNCT
spir-12175	18	19	varian	varian	PROPN
spir-12175	18	20	,	,	PUNCT
spir-12175	18	21	1995	1995	NUM
spir-12175	18	22	,	,	PUNCT
spir-12175	18	23	2010	2010	NUM
spir-12175	18	24	;	;	PUNCT
spir-12175	18	25	einav	einav	NOUN
spir-12175	18	26	and	and	CCONJ
spir-12175	18	27	levin	levin	PROPN
spir-12175	18	28	,	,	PUNCT
spir-12175	18	29	2014	2014	NUM
spir-12175	18	30	;	;	PUNCT
spir-12175	18	31	papadimitriou	papadimitriou	NOUN
spir-12175	18	32	,	,	PUNCT
spir-12175	18	33	2001	2001	NUM
spir-12175	18	34	)	)	PUNCT
spir-12175	18	35	.	.	PUNCT
spir-12175	19	1	largely	largely	ADV
spir-12175	19	2	without	without	ADP
spir-12175	19	3	critical	critical	ADJ
spir-12175	19	4	scrutiny	scrutiny	NOUN
spir-12175	19	5	,	,	PUNCT
spir-12175	19	6	computational	computational	ADJ
spir-12175	19	7	adaptations	adaptation	NOUN
spir-12175	19	8	of	of	ADP
spir-12175	19	9	mechanism	mechanism	NOUN
spir-12175	19	10	design	design	NOUN
spir-12175	19	11	(	(	PUNCT
spir-12175	19	12	and	and	CCONJ
spir-12175	19	13	related	related	ADJ
spir-12175	19	14	management	management	NOUN
spir-12175	19	15	sciences	science	NOUN
spir-12175	19	16	,	,	PUNCT
spir-12175	19	17	such	such	ADJ
spir-12175	19	18	as	as	ADP
spir-12175	19	19	operations	operation	NOUN
spir-12175	19	20	research	research	NOUN
spir-12175	19	21	)	)	PUNCT
spir-12175	19	22	have	have	AUX
spir-12175	19	23	become	become	VERB
spir-12175	19	24	a	a	DET
spir-12175	19	25	major	major	ADJ
spir-12175	19	26	force	force	NOUN
spir-12175	19	27	in	in	ADP
spir-12175	19	28	governing	govern	VERB
spir-12175	19	29	online	online	ADJ
spir-12175	19	30	environments	environment	NOUN
spir-12175	19	31	and	and	CCONJ
spir-12175	19	32	platforms	platform	NOUN
spir-12175	19	33	.	.	PUNCT
spir-12175	20	1	the	the	DET
spir-12175	20	2	experiences	experience	NOUN
spir-12175	20	3	of	of	ADP
spir-12175	20	4	almost	almost	ADV
spir-12175	20	5	all	all	PRON
spir-12175	20	6	web	web	NOUN
spir-12175	20	7	and	and	CCONJ
spir-12175	20	8	mobile	mobile	ADJ
spir-12175	20	9	app	app	NOUN
spir-12175	20	10	users	user	NOUN
spir-12175	20	11	are	be	AUX
spir-12175	20	12	organized	organize	VERB
spir-12175	20	13	,	,	PUNCT
spir-12175	20	14	in	in	ADP
spir-12175	20	15	part	part	NOUN
spir-12175	20	16	,	,	PUNCT
spir-12175	20	17	by	by	ADP
spir-12175	20	18	optimizing	optimize	VERB
spir-12175	20	19	schemes	scheme	NOUN
spir-12175	20	20	from	from	ADP
spir-12175	20	21	mechanism	mechanism	NOUN
spir-12175	20	22	design	design	NOUN
spir-12175	20	23	—	—	PUNCT
spir-12175	20	24	such	such	ADJ
spir-12175	20	25	as	as	ADP
spir-12175	20	26	the	the	DET
spir-12175	20	27	advertising	advertising	NOUN
spir-12175	20	28	auctions	auction	NOUN
spir-12175	20	29	that	that	PRON
spir-12175	20	30	monetize	monetize	VERB
spir-12175	20	31	online	online	ADJ
spir-12175	20	32	traffic	traffic	NOUN
spir-12175	20	33	and	and	CCONJ
spir-12175	20	34	the	the	DET
spir-12175	20	35	decision	decision	NOUN
spir-12175	20	36	systems	system	NOUN
spir-12175	20	37	that	that	PRON
spir-12175	20	38	configure	configure	NOUN
spir-12175	20	39	facebook	facebook	NOUN
spir-12175	20	40	newsfeeds	newsfeed	NOUN
spir-12175	20	41	.	.	PUNCT
spir-12175	21	1	as	as	SCONJ
spir-12175	21	2	google	google	PROPN
spir-12175	21	3	’s	’s	PART
spir-12175	21	4	chief	chief	ADJ
spir-12175	21	5	economist	economist	NOUN
spir-12175	21	6	hal	hal	PROPN
spir-12175	21	7	varian	varian	PROPN
spir-12175	21	8	(	(	PUNCT
spir-12175	21	9	2010	2010	NUM
spir-12175	21	10	:	:	PUNCT
spir-12175	21	11	4	4	X
spir-12175	21	12	)	)	PUNCT
spir-12175	21	13	puts	put	VERB
spir-12175	21	14	it	it	PRON
spir-12175	21	15	,	,	PUNCT
spir-12175	21	16	“	"	PUNCT
spir-12175	21	17	online	online	ADJ
spir-12175	21	18	advertising	advertising	NOUN
spir-12175	21	19	serves	serve	VERB
spir-12175	21	20	as	as	ADP
spir-12175	21	21	a	a	DET
spir-12175	21	22	poster	poster	NOUN
spir-12175	21	23	child	child	NOUN
spir-12175	21	24	for	for	ADP
spir-12175	21	25	algorithmic	algorithmic	ADJ
spir-12175	21	26	mechanism	mechanism	NOUN
spir-12175	21	27	design	design	NOUN
spir-12175	21	28	.	.	PUNCT
spir-12175	21	29	”	"	PUNCT
spir-12175	22	1	there	there	PRON
spir-12175	22	2	is	be	VERB
spir-12175	22	3	accordingly	accordingly	ADV
spir-12175	22	4	considerable	considerable	ADJ
spir-12175	22	5	scope	scope	NOUN
spir-12175	22	6	for	for	ADP
spir-12175	22	7	augmenting	augment	VERB
spir-12175	22	8	discussions	discussion	NOUN
spir-12175	22	9	of	of	ADP
spir-12175	22	10	platform	platform	NOUN
spir-12175	22	11	and	and	CCONJ
spir-12175	22	12	algorithmic	algorithmic	ADJ
spir-12175	22	13	governance	governance	NOUN
spir-12175	22	14	with	with	ADP
spir-12175	22	15	an	an	DET
spir-12175	22	16	analysis	analysis	NOUN
spir-12175	22	17	of	of	ADP
spir-12175	22	18	how	how	SCONJ
spir-12175	22	19	the	the	DET
spir-12175	22	20	intellectual	intellectual	ADJ
spir-12175	22	21	tools	tool	NOUN
spir-12175	22	22	of	of	ADP
spir-12175	22	23	mechanism	mechanism	NOUN
spir-12175	22	24	design	design	NOUN
spir-12175	22	25	are	be	AUX
spir-12175	22	26	applied	apply	VERB
spir-12175	22	27	in	in	ADP
spir-12175	22	28	those	those	DET
spir-12175	22	29	environments	environment	NOUN
spir-12175	22	30	.	.	PUNCT
spir-12175	23	1	we	we	PRON
spir-12175	23	2	argue	argue	VERB
spir-12175	23	3	that	that	SCONJ
spir-12175	23	4	these	these	DET
spir-12175	23	5	computational	computational	ADJ
spir-12175	23	6	applications	application	NOUN
spir-12175	23	7	warrant	warrant	VERB
spir-12175	23	8	a	a	DET
spir-12175	23	9	critical	critical	ADJ
spir-12175	23	10	reassessment	reassessment	NOUN
spir-12175	23	11	of	of	ADP
spir-12175	23	12	how	how	SCONJ
spir-12175	23	13	this	this	DET
spir-12175	23	14	discipline	discipline	NOUN
spir-12175	23	15	tries	try	VERB
spir-12175	23	16	to	to	PART
spir-12175	23	17	design	design	VERB
spir-12175	23	18	choices	choice	NOUN
spir-12175	23	19	.	.	PUNCT
spir-12175	24	1	contrary	contrary	ADJ
spir-12175	24	2	to	to	ADP
spir-12175	24	3	the	the	DET
spir-12175	24	4	legitimizing	legitimize	VERB
spir-12175	24	5	premises	premise	NOUN
spir-12175	24	6	introduced	introduce	VERB
spir-12175	24	7	above	above	ADV
spir-12175	24	8	,	,	PUNCT
spir-12175	24	9	the	the	DET
spir-12175	24	10	mechanism	mechanism	NOUN
spir-12175	24	11	design	design	NOUN
spir-12175	24	12	methods	method	NOUN
spir-12175	24	13	and	and	CCONJ
spir-12175	24	14	techniques	technique	NOUN
spir-12175	24	15	underpinning	underpin	VERB
spir-12175	24	16	digital	digital	ADJ
spir-12175	24	17	platforms	platform	NOUN
spir-12175	24	18	actually	actually	ADV
spir-12175	24	19	threaten	threaten	VERB
spir-12175	24	20	social	social	ADJ
spir-12175	24	21	welfare	welfare	NOUN
spir-12175	24	22	and	and	CCONJ
spir-12175	24	23	distort	distort	VERB
spir-12175	24	24	collective	collective	ADJ
spir-12175	24	25	interests	interest	NOUN
spir-12175	24	26	for	for	ADP
spir-12175	24	27	platform	platform	NOUN
spir-12175	24	28	firms	firm	NOUN
spir-12175	24	29	’	'	PUNCT
spir-12175	24	30	own	own	ADJ
spir-12175	24	31	ends	end	NOUN
spir-12175	24	32	.	.	PUNCT
spir-12175	25	1	platforms	platform	NOUN
spir-12175	25	2	now	now	ADV
spir-12175	25	3	use	use	VERB
spir-12175	25	4	mechanism	mechanism	NOUN
spir-12175	25	5	design	design	NOUN
spir-12175	25	6	to	to	ADP
spir-12175	25	7	leverage	leverage	NOUN
spir-12175	25	8	data	datum	NOUN
spir-12175	25	9	science	science	NOUN
spir-12175	25	10	and	and	CCONJ
spir-12175	25	11	automation	automation	NOUN
spir-12175	25	12	toward	toward	ADP
spir-12175	25	13	goals	goal	NOUN
spir-12175	25	14	that	that	PRON
spir-12175	25	15	dispense	dispense	VERB
spir-12175	25	16	with	with	ADP
spir-12175	25	17	the	the	DET
spir-12175	25	18	normative	normative	ADJ
spir-12175	25	19	commitments	commitment	NOUN
spir-12175	25	20	assumed	assume	VERB
spir-12175	25	21	in	in	ADP
spir-12175	25	22	its	its	PRON
spir-12175	25	23	economic	economic	ADJ
spir-12175	25	24	theorization	theorization	NOUN
spir-12175	25	25	.	.	PUNCT
spir-12175	26	1	drawing	draw	VERB
spir-12175	26	2	examples	example	NOUN
spir-12175	26	3	from	from	ADP
spir-12175	26	4	online	online	ADJ
spir-12175	26	5	advertising	advertising	NOUN
spir-12175	26	6	auctions	auction	NOUN
spir-12175	26	7	and	and	CCONJ
spir-12175	26	8	the	the	DET
spir-12175	26	9	multi	multi	ADJ
spir-12175	26	10	-	-	ADJ
spir-12175	26	11	sided	sided	ADJ
spir-12175	26	12	market	market	NOUN
spir-12175	26	13	platforms	platform	NOUN
spir-12175	26	14	that	that	PRON
spir-12175	26	15	coordinate	coordinate	VERB
spir-12175	26	16	gig	gig	NOUN
spir-12175	26	17	-	-	PUNCT
spir-12175	26	18	labor	labor	NOUN
spir-12175	26	19	and	and	CCONJ
spir-12175	26	20	on	on	ADP
spir-12175	26	21	-	-	PUNCT
spir-12175	26	22	demand	demand	NOUN
spir-12175	26	23	services	service	NOUN
spir-12175	26	24	,	,	PUNCT
spir-12175	26	25	we	we	PRON
spir-12175	26	26	illustrate	illustrate	VERB
spir-12175	26	27	how	how	SCONJ
spir-12175	26	28	firms	firm	NOUN
spir-12175	26	29	instrumentalize	instrumentalize	VERB
spir-12175	26	30	mechanism	mechanism	NOUN
spir-12175	26	31	design	design	NOUN
spir-12175	26	32	to	to	PART
spir-12175	26	33	achieve	achieve	VERB
spir-12175	26	34	information	information	NOUN
spir-12175	26	35	asymmetry	asymmetry	NOUN
spir-12175	26	36	,	,	PUNCT
spir-12175	26	37	to	to	PART
spir-12175	26	38	distribute	distribute	VERB
spir-12175	26	39	social	social	ADJ
spir-12175	26	40	costs	cost	NOUN
spir-12175	26	41	in	in	ADP
spir-12175	26	42	ways	way	NOUN
spir-12175	26	43	that	that	PRON
spir-12175	26	44	benefit	benefit	VERB
spir-12175	26	45	designers	designer	NOUN
spir-12175	26	46	,	,	PUNCT
spir-12175	26	47	and	and	CCONJ
spir-12175	26	48	to	to	PART
spir-12175	26	49	orchestrate	orchestrate	VERB
spir-12175	26	50	behaviors	behavior	NOUN
spir-12175	26	51	and	and	CCONJ
spir-12175	26	52	choices	choice	NOUN
spir-12175	26	53	in	in	ADP
spir-12175	26	54	their	their	PRON
spir-12175	26	55	systems	system	NOUN
spir-12175	26	56	.	.	PUNCT
spir-12175	27	1	the	the	DET
spir-12175	27	2	paper	paper	NOUN
spir-12175	27	3	offers	offer	VERB
spir-12175	27	4	four	four	NUM
spir-12175	27	5	contributions	contribution	NOUN
spir-12175	27	6	to	to	ADP
spir-12175	27	7	the	the	DET
spir-12175	27	8	scholarship	scholarship	NOUN
spir-12175	27	9	on	on	ADP
spir-12175	27	10	platform	platform	NOUN
spir-12175	27	11	governance	governance	NOUN
spir-12175	27	12	.	.	PUNCT
spir-12175	28	1	first	first	ADV
spir-12175	28	2	,	,	PUNCT
spir-12175	28	3	it	it	PRON
spir-12175	28	4	provides	provide	VERB
spir-12175	28	5	a	a	DET
spir-12175	28	6	critical	critical	ADJ
spir-12175	28	7	introduction	introduction	NOUN
spir-12175	28	8	to	to	ADP
spir-12175	28	9	mechanism	mechanism	NOUN
spir-12175	28	10	design	design	NOUN
spir-12175	28	11	(	(	PUNCT
spir-12175	28	12	and	and	CCONJ
spir-12175	28	13	so	so	ADV
spir-12175	28	14	-	-	PUNCT
spir-12175	28	15	called	call	VERB
spir-12175	28	16	automated	automate	VERB
spir-12175	28	17	mechanism	mechanism	NOUN
spir-12175	28	18	design	design	NOUN
spir-12175	28	19	)	)	PUNCT
spir-12175	28	20	for	for	ADP
spir-12175	28	21	researchers	researcher	NOUN
spir-12175	28	22	who	who	PRON
spir-12175	28	23	study	study	VERB
spir-12175	28	24	big	big	ADJ
spir-12175	28	25	data	datum	NOUN
spir-12175	28	26	,	,	PUNCT
spir-12175	28	27	platform	platform	NOUN
spir-12175	28	28	capitalism	capitalism	NOUN
spir-12175	28	29	,	,	PUNCT
spir-12175	28	30	and	and	CCONJ
spir-12175	28	31	the	the	DET
spir-12175	28	32	values	value	NOUN
spir-12175	28	33	designed	design	VERB
spir-12175	28	34	into	into	ADP
spir-12175	28	35	technologies	technology	NOUN
spir-12175	28	36	like	like	ADP
spir-12175	28	37	algorithms	algorithm	NOUN
spir-12175	28	38	and	and	CCONJ
spir-12175	28	39	artificial	artificial	ADJ
spir-12175	28	40	intelligence	intelligence	NOUN
spir-12175	28	41	.	.	PUNCT
spir-12175	29	1	so	so	ADV
spir-12175	29	2	far	far	ADV
spir-12175	29	3	,	,	PUNCT
spir-12175	29	4	most	most	ADV
spir-12175	29	5	critical	critical	ADJ
spir-12175	29	6	work	work	NOUN
spir-12175	29	7	in	in	ADP
spir-12175	29	8	these	these	DET
spir-12175	29	9	areas	area	NOUN
spir-12175	29	10	has	have	AUX
spir-12175	29	11	not	not	PART
spir-12175	29	12	engaged	engage	VERB
spir-12175	29	13	directly	directly	ADV
spir-12175	29	14	with	with	ADP
spir-12175	29	15	this	this	DET
spir-12175	29	16	hybrid	hybrid	ADJ
spir-12175	29	17	economicengineering	economicengineere	VERB
spir-12175	29	18	discipline	discipline	NOUN
spir-12175	29	19	,	,	PUNCT
spir-12175	29	20	even	even	ADV
spir-12175	29	21	though	though	SCONJ
spir-12175	29	22	it	it	PRON
spir-12175	29	23	is	be	AUX
spir-12175	29	24	now	now	ADV
spir-12175	29	25	central	central	ADJ
spir-12175	29	26	to	to	ADP
spir-12175	29	27	the	the	DET
spir-12175	29	28	operations	operation	NOUN
spir-12175	29	29	of	of	ADP
spir-12175	29	30	platform	platform	NOUN
spir-12175	29	31	firms	firm	NOUN
spir-12175	29	32	,	,	PUNCT
spir-12175	29	33	as	as	ADV
spir-12175	29	34	well	well	ADV
spir-12175	29	35	as	as	ADP
spir-12175	29	36	other	other	ADJ
spir-12175	29	37	online	online	ADJ
spir-12175	29	38	networks	network	NOUN
spir-12175	29	39	and	and	CCONJ
spir-12175	29	40	data	datum	NOUN
spir-12175	29	41	-	-	PUNCT
spir-12175	29	42	driven	drive	VERB
spir-12175	29	43	decision	decision	NOUN
spir-12175	29	44	-	-	PUNCT
spir-12175	29	45	making	make	VERB
spir-12175	29	46	systems	system	NOUN
spir-12175	29	47	.	.	PUNCT
spir-12175	30	1	a	a	DET
spir-12175	30	2	fluency	fluency	NOUN
spir-12175	30	3	in	in	ADP
spir-12175	30	4	the	the	DET
spir-12175	30	5	vocabulary	vocabulary	NOUN
spir-12175	30	6	and	and	CCONJ
spir-12175	30	7	techniques	technique	NOUN
spir-12175	30	8	of	of	ADP
spir-12175	30	9	mechanism	mechanism	NOUN
spir-12175	30	10	design	design	NOUN
spir-12175	30	11	will	will	AUX
spir-12175	30	12	help	help	VERB
spir-12175	30	13	critical	critical	ADJ
spir-12175	30	14	researchers	researcher	NOUN
spir-12175	30	15	translate	translate	VERB
spir-12175	30	16	and	and	CCONJ
spir-12175	30	17	intervene	intervene	VERB
spir-12175	30	18	in	in	ADP
spir-12175	30	19	debates	debate	NOUN
spir-12175	30	20	across	across	ADP
spir-12175	30	21	these	these	DET
spir-12175	30	22	fields	field	NOUN
spir-12175	30	23	of	of	ADP
spir-12175	30	24	science	science	NOUN
spir-12175	30	25	,	,	PUNCT
spir-12175	30	26	policymaking	policymaking	NOUN
spir-12175	30	27	,	,	PUNCT
spir-12175	30	28	and	and	CCONJ
spir-12175	30	29	industrial	industrial	ADJ
spir-12175	30	30	practice	practice	NOUN
spir-12175	30	31	.	.	PUNCT
spir-12175	31	1	second	second	ADV
spir-12175	31	2	,	,	PUNCT
spir-12175	31	3	we	we	PRON
spir-12175	31	4	identify	identify	VERB
spir-12175	31	5	contradictions	contradiction	NOUN
spir-12175	31	6	in	in	ADP
spir-12175	31	7	the	the	DET
spir-12175	31	8	normative	normative	ADJ
spir-12175	31	9	,	,	PUNCT
spir-12175	31	10	ideological	ideological	ADJ
spir-12175	31	11	,	,	PUNCT
spir-12175	31	12	and	and	CCONJ
spir-12175	31	13	political	political	ADJ
spir-12175	31	14	commitments	commitment	NOUN
spir-12175	31	15	claimed	claim	VERB
spir-12175	31	16	by	by	ADP
spir-12175	31	17	mechanism	mechanism	NOUN
spir-12175	31	18	design	design	NOUN
spir-12175	31	19	’s	’s	PART
spir-12175	31	20	two	two	NUM
spir-12175	31	21	main	main	ADJ
spir-12175	31	22	traditions	tradition	NOUN
spir-12175	31	23	:	:	PUNCT
spir-12175	31	24	one	one	NUM
spir-12175	31	25	descended	descend	VERB
spir-12175	31	26	from	from	ADP
spir-12175	31	27	game	game	NOUN
spir-12175	31	28	theory	theory	NOUN
spir-12175	31	29	and	and	CCONJ
spir-12175	31	30	welfare	welfare	NOUN
spir-12175	31	31	economics	economic	NOUN
spir-12175	31	32	,	,	PUNCT
spir-12175	31	33	the	the	DET
spir-12175	31	34	other	other	ADJ
spir-12175	31	35	oriented	orient	VERB
spir-12175	31	36	around	around	ADP
spir-12175	31	37	experimentation	experimentation	NOUN
spir-12175	31	38	and	and	CCONJ
spir-12175	31	39	applied	apply	VERB
spir-12175	31	40	computation	computation	NOUN
spir-12175	31	41	.	.	PUNCT
spir-12175	32	1	the	the	DET
spir-12175	32	2	digital	digital	ADJ
spir-12175	32	3	uptake	uptake	NOUN
spir-12175	32	4	of	of	ADP
spir-12175	32	5	mechanism	mechanism	NOUN
spir-12175	32	6	design	design	NOUN
spir-12175	32	7	has	have	AUX
spir-12175	32	8	papered	paper	VERB
spir-12175	32	9	over	over	ADP
spir-12175	32	10	profound	profound	ADJ
spir-12175	32	11	differences	difference	NOUN
spir-12175	32	12	in	in	ADP
spir-12175	32	13	how	how	SCONJ
spir-12175	32	14	these	these	DET
spir-12175	32	15	two	two	NUM
spir-12175	32	16	traditions	tradition	NOUN
spir-12175	32	17	define	define	VERB
spir-12175	32	18	and	and	CCONJ
spir-12175	32	19	operationalize	operationalize	VERB
spir-12175	32	20	key	key	ADJ
spir-12175	32	21	concepts	concept	NOUN
spir-12175	32	22	,	,	PUNCT
spir-12175	32	23	including	include	VERB
spir-12175	32	24	the	the	DET
spir-12175	32	25	actor	actor	NOUN
spir-12175	32	26	/	/	SYM
spir-12175	32	27	subject	subject	NOUN
spir-12175	32	28	,	,	PUNCT
spir-12175	32	29	and	and	CCONJ
spir-12175	32	30	its	its	PRON
spir-12175	32	31	relationship	relationship	NOUN
spir-12175	32	32	to	to	ADP
spir-12175	32	33	autonomous	autonomous	ADJ
spir-12175	32	34	,	,	PUNCT
spir-12175	32	35	rational	rational	ADJ
spir-12175	32	36	decision	decision	NOUN
spir-12175	32	37	-	-	PUNCT
spir-12175	32	38	making	making	NOUN
spir-12175	32	39	.	.	PUNCT
spir-12175	33	1	third	third	ADV
spir-12175	33	2	,	,	PUNCT
spir-12175	33	3	we	we	PRON
spir-12175	33	4	look	look	VERB
spir-12175	33	5	at	at	ADP
spir-12175	33	6	how	how	SCONJ
spir-12175	33	7	platform	platform	NOUN
spir-12175	33	8	companies	company	NOUN
spir-12175	33	9	deploy	deploy	VERB
spir-12175	33	10	and	and	CCONJ
spir-12175	33	11	exploit	exploit	VERB
spir-12175	33	12	mechanism	mechanism	NOUN
spir-12175	33	13	design	design	NOUN
spir-12175	33	14	.	.	PUNCT
spir-12175	34	1	we	we	PRON
spir-12175	34	2	show	show	VERB
spir-12175	34	3	how	how	SCONJ
spir-12175	34	4	automated	automated	ADJ
spir-12175	34	5	or	or	CCONJ
spir-12175	34	6	algorithmic	algorithmic	ADJ
spir-12175	34	7	mechanism	mechanism	NOUN
spir-12175	34	8	design	design	NOUN
spir-12175	34	9	operationalizes	operationalize	NOUN
spir-12175	34	10	and	and	CCONJ
spir-12175	34	11	progresses	progress	NOUN
spir-12175	34	12	through	through	ADP
spir-12175	34	13	the	the	DET
spir-12175	34	14	contradiction	contradiction	NOUN
spir-12175	34	15	noted	note	VERB
spir-12175	34	16	above	above	ADV
spir-12175	34	17	,	,	PUNCT
spir-12175	34	18	leveraging	leverage	VERB
spir-12175	34	19	both	both	CCONJ
spir-12175	34	20	the	the	DET
spir-12175	34	21	prestige	prestige	NOUN
spir-12175	34	22	and	and	CCONJ
spir-12175	34	23	elegance	elegance	NOUN
spir-12175	34	24	of	of	ADP
spir-12175	34	25	mechanism	mechanism	NOUN
spir-12175	34	26	design	design	NOUN
spir-12175	34	27	’s	’s	PART
spir-12175	34	28	game	game	NOUN
spir-12175	34	29	theory	theory	NOUN
spir-12175	34	30	tradition	tradition	NOUN
spir-12175	34	31	,	,	PUNCT
spir-12175	34	32	as	as	ADV
spir-12175	34	33	well	well	ADV
spir-12175	34	34	as	as	ADP
spir-12175	34	35	the	the	DET
spir-12175	34	36	brute	brute	ADJ
spir-12175	34	37	force	force	NOUN
spir-12175	34	38	of	of	ADP
spir-12175	34	39	the	the	DET
spir-12175	34	40	computational	computational	ADJ
spir-12175	34	41	and	and	CCONJ
spir-12175	34	42	statistical	statistical	ADJ
spir-12175	34	43	techniques	technique	NOUN
spir-12175	34	44	honed	hone	VERB
spir-12175	34	45	by	by	ADP
spir-12175	34	46	mechanism	mechanism	NOUN
spir-12175	34	47	design	design	NOUN
spir-12175	34	48	’s	’s	PART
spir-12175	34	49	experimental	experimental	ADJ
spir-12175	34	50	tradition	tradition	NOUN
spir-12175	34	51	.	.	PUNCT
spir-12175	35	1	finally	finally	ADV
spir-12175	35	2	,	,	PUNCT
spir-12175	35	3	we	we	PRON
spir-12175	35	4	provide	provide	VERB
spir-12175	35	5	insights	insight	NOUN
spir-12175	35	6	into	into	ADP
spir-12175	35	7	how	how	SCONJ
spir-12175	35	8	automated	automate	VERB
spir-12175	35	9	mechanism	mechanism	NOUN
spir-12175	35	10	design	design	NOUN
spir-12175	35	11	(	(	PUNCT
spir-12175	35	12	amd	amd	PROPN
spir-12175	35	13	)	)	PUNCT
spir-12175	35	14	extends	extend	VERB
spir-12175	35	15	the	the	DET
spir-12175	35	16	political	political	ADJ
spir-12175	35	17	project	project	NOUN
spir-12175	35	18	of	of	ADP
spir-12175	35	19	installing	instal	VERB
spir-12175	35	20	automated	automate	VERB
spir-12175	35	21	market	market	NOUN
spir-12175	35	22	-	-	PUNCT
spir-12175	35	23	like	like	ADJ
spir-12175	35	24	institutions	institution	NOUN
spir-12175	35	25	to	to	PART
spir-12175	35	26	orchestrate	orchestrate	VERB
spir-12175	35	27	social	social	ADJ
spir-12175	35	28	choices	choice	NOUN
spir-12175	35	29	and	and	CCONJ
spir-12175	35	30	allocate	allocate	ADJ
spir-12175	35	31	opportunities	opportunity	NOUN
spir-12175	35	32	and	and	CCONJ
spir-12175	35	33	value	value	NOUN
spir-12175	35	34	across	across	ADP
spir-12175	35	35	more	more	ADJ
spir-12175	35	36	and	and	CCONJ
spir-12175	35	37	more	more	ADJ
spir-12175	35	38	settings	setting	NOUN
spir-12175	35	39	,	,	PUNCT
spir-12175	35	40	while	while	SCONJ
spir-12175	35	41	at	at	ADP
spir-12175	35	42	the	the	DET
spir-12175	35	43	same	same	ADJ
spir-12175	35	44	time	time	NOUN
spir-12175	35	45	abandoning	abandon	VERB
spir-12175	35	46	the	the	DET
spir-12175	35	47	normative	normative	ADJ
spir-12175	35	48	commitment	commitment	NOUN
spir-12175	35	49	to	to	ADP
spir-12175	35	50	autonomy	autonomy	NOUN
spir-12175	35	51	and	and	CCONJ
spir-12175	35	52	the	the	DET
spir-12175	35	53	ideological	ideological	ADJ
spir-12175	35	54	commitment	commitment	NOUN
spir-12175	35	55	to	to	ADP
spir-12175	35	56	rationality	rationality	NOUN
spir-12175	35	57	that	that	PRON
spir-12175	35	58	have	have	AUX
spir-12175	35	59	been	be	AUX
spir-12175	35	60	key	key	ADJ
spir-12175	35	61	to	to	ADP
spir-12175	35	62	mechanism	mechanism	NOUN
spir-12175	35	63	design	design	NOUN
spir-12175	35	64	’s	’s	PART
spir-12175	35	65	justification	justification	NOUN
spir-12175	35	66	(	(	PUNCT
spir-12175	35	67	tomasetti	tomasetti	PROPN
spir-12175	35	68	,	,	PUNCT
spir-12175	35	69	2016	2016	NUM
spir-12175	35	70	)	)	PUNCT
spir-12175	35	71	.	.	PUNCT
spir-12175	36	1	put	put	VERB
spir-12175	36	2	another	another	DET
spir-12175	36	3	way	way	NOUN
spir-12175	36	4	,	,	PUNCT
spir-12175	36	5	the	the	DET
spir-12175	36	6	deployment	deployment	NOUN
spir-12175	36	7	of	of	ADP
spir-12175	36	8	mechanism	mechanism	NOUN
spir-12175	36	9	design	design	NOUN
spir-12175	36	10	in	in	ADP
spir-12175	36	11	digital	digital	ADJ
spir-12175	36	12	platforms	platform	NOUN
spir-12175	36	13	carries	carry	VERB
spir-12175	36	14	forward	forward	ADV
spir-12175	36	15	the	the	DET
spir-12175	36	16	normative	normative	ADJ
spir-12175	36	17	justification	justification	NOUN
spir-12175	36	18	of	of	ADP
spir-12175	36	19	markets	market	NOUN
spir-12175	36	20	into	into	ADP
spir-12175	36	21	settings	setting	NOUN
spir-12175	36	22	that	that	PRON
spir-12175	36	23	seem	seem	VERB
spir-12175	36	24	like	like	ADP
spir-12175	36	25	markets	market	NOUN
spir-12175	36	26	but	but	CCONJ
spir-12175	36	27	operate	operate	VERB
spir-12175	36	28	more	more	ADV
spir-12175	36	29	like	like	ADP
spir-12175	36	30	control	control	NOUN
spir-12175	36	31	infrastructures	infrastructure	NOUN
spir-12175	36	32	.	.	PUNCT
spir-12175	37	1	overall	overall	ADV
spir-12175	37	2	,	,	PUNCT
spir-12175	37	3	our	our	PRON
spir-12175	37	4	critique	critique	NOUN
spir-12175	37	5	of	of	ADP
spir-12175	37	6	mechanism	mechanism	NOUN
spir-12175	37	7	design	design	NOUN
spir-12175	37	8	makes	make	VERB
spir-12175	37	9	interventions	intervention	NOUN
spir-12175	37	10	in	in	ADP
spir-12175	37	11	two	two	NUM
spir-12175	37	12	directions	direction	NOUN
spir-12175	37	13	:	:	PUNCT
spir-12175	37	14	it	it	PRON
spir-12175	37	15	gives	give	VERB
spir-12175	37	16	critical	critical	ADJ
spir-12175	37	17	researchers	researcher	NOUN
spir-12175	37	18	new	new	ADJ
spir-12175	37	19	insights	insight	NOUN
spir-12175	37	20	into	into	ADP
spir-12175	37	21	the	the	DET
spir-12175	37	22	discipline	discipline	NOUN
spir-12175	37	23	behind	behind	ADP
spir-12175	37	24	certain	certain	ADJ
spir-12175	37	25	pathologies	pathology	NOUN
spir-12175	37	26	of	of	ADP
spir-12175	37	27	platform	platform	NOUN
spir-12175	37	28	capitalism	capitalism	NOUN
spir-12175	37	29	;	;	PUNCT
spir-12175	37	30	and	and	CCONJ
spir-12175	37	31	it	it	PRON
spir-12175	37	32	asks	ask	VERB
spir-12175	37	33	mechanism	mechanism	NOUN
spir-12175	37	34	designers	designer	NOUN
spir-12175	37	35	to	to	PART
spir-12175	37	36	look	look	VERB
spir-12175	37	37	critically	critically	ADV
spir-12175	37	38	at	at	ADP
spir-12175	37	39	the	the	DET
spir-12175	37	40	contradictions	contradiction	NOUN
spir-12175	37	41	and	and	CCONJ
spir-12175	37	42	pathologies	pathology	NOUN
spir-12175	37	43	within	within	ADP
spir-12175	37	44	the	the	DET
spir-12175	37	45	discipline	discipline	NOUN
spir-12175	37	46	itself	itself	PRON
spir-12175	37	47	.	.	PUNCT
spir-12175	38	1	references	reference	NOUN
spir-12175	38	2	darmody	darmody	VERB
spir-12175	38	3	a	a	PRON
spir-12175	38	4	and	and	CCONJ
spir-12175	38	5	zwick	zwick	PROPN
spir-12175	38	6	d	d	PROPN
spir-12175	38	7	(	(	PUNCT
spir-12175	38	8	2020	2020	NUM
spir-12175	38	9	)	)	PUNCT
spir-12175	38	10	manipulate	manipulate	NOUN
spir-12175	38	11	to	to	PART
spir-12175	38	12	empower	empower	VERB
spir-12175	38	13	:	:	PUNCT
spir-12175	39	1	hyper	hyper	NOUN
spir-12175	39	2	-	-	NOUN
spir-12175	39	3	relevance	relevance	NOUN
spir-12175	39	4	and	and	CCONJ
spir-12175	39	5	the	the	DET
spir-12175	39	6	contradictions	contradiction	NOUN
spir-12175	39	7	of	of	ADP
spir-12175	39	8	marketing	marketing	NOUN
spir-12175	39	9	in	in	ADP
spir-12175	39	10	the	the	DET
spir-12175	39	11	age	age	NOUN
spir-12175	39	12	of	of	ADP
spir-12175	39	13	surveillance	surveillance	NOUN
spir-12175	39	14	capitalism	capitalism	NOUN
spir-12175	39	15	.	.	PUNCT
spir-12175	40	1	big	big	ADJ
spir-12175	40	2	data	datum	NOUN
spir-12175	40	3	&	&	CCONJ
spir-12175	40	4	society	society	PROPN
spir-12175	40	5	(	(	PUNCT
spir-12175	40	6	jan	jan	PROPN
spir-12175	40	7	-	-	PUNCT
spir-12175	40	8	june	june	PROPN
spir-12175	40	9	):	):	PUNCT
spir-12175	40	10	1	1	NUM
spir-12175	40	11	-	-	SYM
spir-12175	40	12	12	12	NUM
spir-12175	40	13	.	.	PUNCT
spir-12175	41	1	shapiro	shapiro	PROPN
spir-12175	41	2	a	a	DET
spir-12175	41	3	(	(	PUNCT
spir-12175	41	4	2020	2020	NUM
spir-12175	41	5	)	)	PUNCT
spir-12175	41	6	dynamic	dynamic	ADJ
spir-12175	41	7	exploits	exploit	NOUN
spir-12175	41	8	:	:	PUNCT
spir-12175	41	9	calculative	calculative	ADJ
spir-12175	41	10	asymmetries	asymmetry	NOUN
spir-12175	41	11	in	in	ADP
spir-12175	41	12	the	the	DET
spir-12175	41	13	on	on	ADP
spir-12175	41	14	-	-	PUNCT
spir-12175	41	15	demand	demand	NOUN
spir-12175	41	16	economy	economy	NOUN
spir-12175	41	17	.	.	PUNCT
spir-12175	42	1	new	new	ADJ
spir-12175	42	2	technology	technology	NOUN
spir-12175	42	3	,	,	PUNCT
spir-12175	42	4	work	work	NOUN
spir-12175	42	5	,	,	PUNCT
spir-12175	42	6	and	and	CCONJ
spir-12175	42	7	employment	employment	NOUN
spir-12175	42	8	35(2	35(2	NUM
spir-12175	42	9	):	):	PUNCT
spir-12175	42	10	162	162	NUM
spir-12175	42	11	-	-	SYM
spir-12175	42	12	177	177	NUM
spir-12175	42	13	.	.	PUNCT
spir-12175	43	1	yeung	yeung	PROPN
spir-12175	43	2	k	k	PROPN
spir-12175	43	3	(	(	PUNCT
spir-12175	43	4	2017	2017	NUM
spir-12175	43	5	)	)	PUNCT
spir-12175	43	6	‘	'	PUNCT
spir-12175	43	7	hypernudge	hypernudge	NOUN
spir-12175	43	8	’	'	PUNCT
spir-12175	43	9	:	:	PUNCT
spir-12175	43	10	big	big	ADJ
spir-12175	43	11	data	datum	NOUN
spir-12175	43	12	as	as	ADP
spir-12175	43	13	a	a	DET
spir-12175	43	14	mode	mode	NOUN
spir-12175	43	15	of	of	ADP
spir-12175	43	16	regulation	regulation	NOUN
spir-12175	43	17	by	by	ADP
spir-12175	43	18	design	design	NOUN
spir-12175	43	19	.	.	PUNCT
spir-12175	44	1	information	information	NOUN
spir-12175	44	2	,	,	PUNCT
spir-12175	44	3	communication	communication	NOUN
spir-12175	44	4	&	&	CCONJ
spir-12175	44	5	society	society	NOUN
spir-12175	44	6	20(1	20(1	NUM
spir-12175	44	7	):	):	PUNCT
spir-12175	44	8	118	118	NUM
spir-12175	44	9	-	-	SYM
spir-12175	44	10	136	136	NUM
spir-12175	44	11	.	.	PUNCT
spir-12175	45	1	srinivasan	srinivasan	NOUN
spir-12175	45	2	d	d	PROPN
spir-12175	45	3	(	(	PUNCT
spir-12175	45	4	2020	2020	NUM
spir-12175	45	5	)	)	PUNCT
spir-12175	45	6	why	why	SCONJ
spir-12175	45	7	google	google	PROPN
spir-12175	45	8	dominates	dominate	VERB
spir-12175	45	9	advertising	advertising	NOUN
spir-12175	45	10	markets	market	NOUN
spir-12175	45	11	.	.	PUNCT
spir-12175	46	1	stanford	stanford	PROPN
spir-12175	46	2	technology	technology	PROPN
spir-12175	46	3	law	law	PROPN
spir-12175	46	4	review	review	NOUN
spir-12175	46	5	24(1	24(1	NOUN
spir-12175	46	6	):	):	PUNCT
spir-12175	46	7	55	55	NUM
spir-12175	46	8	-	-	SYM
spir-12175	46	9	174	174	NUM
spir-12175	46	10	.	.	PUNCT
spir-12175	47	1	rosenblat	rosenblat	NOUN
spir-12175	47	2	a	a	DET
spir-12175	47	3	and	and	CCONJ
spir-12175	47	4	stark	stark	ADJ
spir-12175	47	5	l	l	NOUN
spir-12175	47	6	(	(	PUNCT
spir-12175	47	7	2016	2016	NUM
spir-12175	47	8	)	)	PUNCT
spir-12175	47	9	algorithmic	algorithmic	ADJ
spir-12175	47	10	labor	labor	NOUN
spir-12175	47	11	and	and	CCONJ
spir-12175	47	12	information	information	NOUN
spir-12175	47	13	asymmetries	asymmetry	NOUN
spir-12175	47	14	:	:	PUNCT
spir-12175	47	15	a	a	DET
spir-12175	47	16	case	case	NOUN
spir-12175	47	17	study	study	NOUN
spir-12175	47	18	of	of	ADP
spir-12175	47	19	uber	uber	PROPN
spir-12175	47	20	’s	’s	PART
spir-12175	47	21	drivers	driver	NOUN
spir-12175	47	22	.	.	PUNCT
spir-12175	48	1	international	international	ADJ
spir-12175	48	2	journal	journal	NOUN
spir-12175	48	3	of	of	ADP
spir-12175	48	4	communication	communication	NOUN
spir-12175	48	5	10(27	10(27	NUM
spir-12175	48	6	):	):	PUNCT
spir-12175	48	7	10	10	NUM
spir-12175	48	8	-	-	SYM
spir-12175	48	9	27	27	NUM
spir-12175	48	10	.	.	PUNCT
spir-12175	49	1	mansell	mansell	PROPN
spir-12175	49	2	r	r	NOUN
spir-12175	49	3	and	and	CCONJ
spir-12175	49	4	steinmueller	steinmueller	NOUN
spir-12175	49	5	we	we	PRON
spir-12175	49	6	(	(	PUNCT
spir-12175	49	7	2020	2020	NUM
spir-12175	49	8	)	)	PUNCT
spir-12175	49	9	advanced	advanced	ADJ
spir-12175	49	10	introduction	introduction	NOUN
spir-12175	49	11	to	to	ADP
spir-12175	49	12	platform	platform	NOUN
spir-12175	49	13	economics	economic	NOUN
spir-12175	49	14	.	.	PUNCT
spir-12175	50	1	cheltenham	cheltenham	PROPN
spir-12175	50	2	,	,	PUNCT
spir-12175	50	3	uk	uk	PROPN
spir-12175	50	4	:	:	PUNCT
spir-12175	50	5	edward	edward	PROPN
spir-12175	50	6	elgar	elgar	PROPN
spir-12175	50	7	publishing	publishing	PROPN
spir-12175	50	8	.	.	PUNCT
spir-12175	51	1	maskin	maskin	PROPN
spir-12175	51	2	e	e	X
spir-12175	51	3	(	(	PUNCT
spir-12175	51	4	2008	2008	NUM
spir-12175	51	5	)	)	PUNCT
spir-12175	51	6	mechanism	mechanism	NOUN
spir-12175	51	7	design	design	NOUN
spir-12175	51	8	:	:	PUNCT
spir-12175	51	9	how	how	SCONJ
spir-12175	51	10	to	to	PART
spir-12175	51	11	implement	implement	VERB
spir-12175	51	12	social	social	ADJ
spir-12175	51	13	goals	goal	NOUN
spir-12175	51	14	.	.	PUNCT
spir-12175	52	1	american	american	PROPN
spir-12175	52	2	economic	economic	PROPN
spir-12175	52	3	review	review	PROPN
spir-12175	52	4	98(3	98(3	NUM
spir-12175	52	5	):	):	PUNCT
spir-12175	52	6	567	567	NUM
spir-12175	52	7	-	-	SYM
spir-12175	52	8	576	576	NUM
spir-12175	52	9	.	.	PUNCT
spir-12175	53	1	varian	varian	PROPN
spir-12175	53	2	hr	hr	PROPN
spir-12175	53	3	(	(	PUNCT
spir-12175	53	4	1995	1995	NUM
spir-12175	53	5	)	)	PUNCT
spir-12175	53	6	economic	economic	ADJ
spir-12175	53	7	mechanism	mechanism	NOUN
spir-12175	53	8	design	design	NOUN
spir-12175	53	9	for	for	ADP
spir-12175	53	10	computerized	computerized	ADJ
spir-12175	53	11	agents	agent	NOUN
spir-12175	53	12	.	.	PUNCT
spir-12175	54	1	proceedings	proceeding	NOUN
spir-12175	54	2	of	of	ADP
spir-12175	54	3	the	the	DET
spir-12175	54	4	first	first	ADJ
spir-12175	54	5	usenix	usenix	NOUN
spir-12175	54	6	workshop	workshop	NOUN
spir-12175	54	7	on	on	ADP
spir-12175	54	8	electronic	electronic	ADJ
spir-12175	54	9	commerce	commerce	NOUN
spir-12175	54	10	.	.	PUNCT
spir-12175	55	1	varian	varian	PROPN
spir-12175	55	2	hr	hr	PROPN
spir-12175	55	3	(	(	PUNCT
spir-12175	55	4	2010	2010	NUM
spir-12175	55	5	)	)	PUNCT
spir-12175	55	6	computer	computer	NOUN
spir-12175	55	7	mediated	mediate	VERB
spir-12175	55	8	transactions	transaction	NOUN
spir-12175	55	9	.	.	PUNCT
spir-12175	56	1	american	american	ADJ
spir-12175	56	2	economic	economic	PROPN
spir-12175	56	3	review	review	PROPN
spir-12175	56	4	100(2	100(2	NUM
spir-12175	56	5	):	):	PUNCT
spir-12175	56	6	1	1	NUM
spir-12175	56	7	-	-	SYM
spir-12175	56	8	10	10	NUM
spir-12175	56	9	.	.	PUNCT
spir-12175	57	1	einav	einav	NOUN
spir-12175	57	2	l	l	PROPN
spir-12175	57	3	and	and	CCONJ
spir-12175	57	4	levin	levin	PROPN
spir-12175	57	5	j	j	PROPN
spir-12175	57	6	(	(	PUNCT
spir-12175	57	7	2014	2014	NUM
spir-12175	57	8	)	)	PUNCT
spir-12175	57	9	economics	economic	NOUN
spir-12175	57	10	in	in	ADP
spir-12175	57	11	the	the	DET
spir-12175	57	12	age	age	NOUN
spir-12175	57	13	of	of	ADP
spir-12175	57	14	big	big	ADJ
spir-12175	57	15	data	datum	NOUN
spir-12175	57	16	.	.	PUNCT
spir-12175	58	1	science	science	NOUN
spir-12175	58	2	246(6210	246(6210	PROPN
spir-12175	58	3	):	):	PUNCT
spir-12175	58	4	n.p	n.p	PROPN
spir-12175	58	5	.	.	PROPN
spir-12175	58	6	papadimitriou	papadimitriou	PROPN
spir-12175	58	7	ch	ch	NOUN
spir-12175	58	8	(	(	PUNCT
spir-12175	58	9	2001	2001	NUM
spir-12175	58	10	)	)	PUNCT
spir-12175	58	11	algorithms	algorithm	NOUN
spir-12175	58	12	,	,	PUNCT
spir-12175	58	13	games	game	NOUN
spir-12175	58	14	,	,	PUNCT
spir-12175	58	15	and	and	CCONJ
spir-12175	58	16	the	the	DET
spir-12175	58	17	internet	internet	NOUN
spir-12175	58	18	.	.	PUNCT
spir-12175	59	1	stoc	stoc	NOUN
spir-12175	59	2	’	'	PUNCT
spir-12175	59	3	01	01	NUM
spir-12175	59	4	:	:	PUNCT
spir-12175	59	5	749	749	NUM
spir-12175	59	6	-	-	SYM
spir-12175	59	7	753	753	NUM
spir-12175	59	8	,	,	PUNCT
spir-12175	59	9	752	752	NUM
spir-12175	59	10	.	.	PUNCT
spir-12175	60	1	tomasetti	tomasetti	PROPN
spir-12175	60	2	j	j	PROPN
spir-12175	60	3	(	(	PUNCT
spir-12175	60	4	2016	2016	NUM
spir-12175	60	5	)	)	PUNCT
spir-12175	60	6	does	do	AUX
spir-12175	60	7	uber	uber	NOUN
spir-12175	60	8	redefine	redefine	VERB
spir-12175	60	9	the	the	DET
spir-12175	60	10	firm	firm	NOUN
spir-12175	60	11	?	?	PUNCT
spir-12175	61	1	the	the	DET
spir-12175	61	2	postindustrial	postindustrial	ADJ
spir-12175	61	3	corporation	corporation	NOUN
spir-12175	61	4	and	and	CCONJ
spir-12175	61	5	advanced	advanced	ADJ
spir-12175	61	6	information	information	NOUN
spir-12175	61	7	technology	technology	NOUN
spir-12175	61	8	.	.	PUNCT
spir-12175	62	1	hofstra	hofstra	PROPN
spir-12175	62	2	labor	labor	PROPN
spir-12175	62	3	&	&	CCONJ
spir-12175	62	4	employment	employment	PROPN
spir-12175	62	5	law	law	PROPN
spir-12175	62	6	journal	journal	PROPN
spir-12175	62	7	34(1	34(1	NOUN
spir-12175	62	8	):	):	PUNCT
spir-12175	62	9	178	178	NUM
spir-12175	62	10	.	.	PUNCT