id	sid	tid	token	lemma	pos
spir-11248	1	1	aoir2020	aoir2020	PROPN
spir-11248	1	2	-	-	PUNCT
spir-11248	1	3	submission	submission	NOUN
spir-11248	1	4	-	-	PUNCT
spir-11248	1	5	revised	revise	VERB
spir-11248	1	6	final	final	ADJ
spir-11248	1	7	389.pdf	389.pdf	PROPN
spir-11248	1	8	selected	select	VERB
spir-11248	1	9	papers	paper	NOUN
spir-11248	1	10	of	of	ADP
spir-11248	1	11	#	#	SYM
spir-11248	1	12	aoir2020	aoir2020	PROPN
spir-11248	1	13	:	:	PUNCT
spir-11248	1	14	the	the	DET
spir-11248	1	15	21st	21st	ADJ
spir-11248	1	16	annual	annual	ADJ
spir-11248	1	17	conference	conference	NOUN
spir-11248	1	18	of	of	ADP
spir-11248	1	19	the	the	DET
spir-11248	1	20	association	association	NOUN
spir-11248	1	21	of	of	ADP
spir-11248	1	22	internet	internet	NOUN
spir-11248	1	23	researchers	researcher	NOUN
spir-11248	1	24	virtual	virtual	ADJ
spir-11248	1	25	event	event	NOUN
spir-11248	1	26	/	/	PUNCT
spir-11248	1	27	27	27	NUM
spir-11248	1	28	-	-	SYM
spir-11248	1	29	31	31	NUM
spir-11248	1	30	october	october	PROPN
spir-11248	1	31	2020	2020	NUM
spir-11248	1	32	kerr	kerr	PROPN
spir-11248	1	33	,	,	PUNCT
spir-11248	1	34	a.	a.	PROPN
spir-11248	1	35	,	,	PUNCT
spir-11248	1	36	barry	barry	PROPN
spir-11248	1	37	,	,	PUNCT
spir-11248	1	38	m.	m.	NOUN
spir-11248	1	39	and	and	CCONJ
spir-11248	1	40	kelleher	kelleher	PROPN
spir-11248	1	41	,	,	PUNCT
spir-11248	1	42	j.	j.	PROPN
spir-11248	1	43	d.	d.	PROPN
spir-11248	1	44	(	(	PUNCT
spir-11248	1	45	2020	2020	NUM
spir-11248	1	46	,	,	PUNCT
spir-11248	1	47	october	october	PROPN
spir-11248	1	48	)	)	PUNCT
spir-11248	1	49	.	.	PUNCT
spir-11248	2	1	social	social	ADJ
spir-11248	2	2	expectations	expectation	NOUN
spir-11248	2	3	of	of	ADP
spir-11248	2	4	ai	ai	NOUN
spir-11248	2	5	and	and	CCONJ
spir-11248	2	6	the	the	DET
spir-11248	2	7	performativity	performativity	NOUN
spir-11248	2	8	of	of	ADP
spir-11248	2	9	ethics	ethic	NOUN
spir-11248	2	10	.	.	PUNCT
spir-11248	3	1	paper	paper	NOUN
spir-11248	3	2	presented	present	VERB
spir-11248	3	3	at	at	ADP
spir-11248	3	4	aoir	aoir	NOUN
spir-11248	3	5	2020	2020	NUM
spir-11248	3	6	:	:	PUNCT
spir-11248	3	7	the	the	DET
spir-11248	3	8	21th	21th	ADJ
spir-11248	3	9	annual	annual	ADJ
spir-11248	3	10	conference	conference	NOUN
spir-11248	3	11	of	of	ADP
spir-11248	3	12	the	the	DET
spir-11248	3	13	association	association	NOUN
spir-11248	3	14	of	of	ADP
spir-11248	3	15	internet	internet	NOUN
spir-11248	3	16	researchers	researcher	NOUN
spir-11248	3	17	.	.	PUNCT
spir-11248	4	1	virtual	virtual	ADJ
spir-11248	4	2	event	event	NOUN
spir-11248	4	3	:	:	PUNCT
spir-11248	4	4	aoir	aoir	NOUN
spir-11248	4	5	.	.	PUNCT
spir-11248	4	6	retrieved	retrieve	VERB
spir-11248	4	7	from	from	ADP
spir-11248	4	8	http://spir.aoir.org	http://spir.aoir.org	ADJ
spir-11248	4	9	.	.	PUNCT
spir-11248	5	1	social	social	ADJ
spir-11248	5	2	expectations	expectation	NOUN
spir-11248	5	3	of	of	ADP
spir-11248	5	4	ai	ai	PROPN
spir-11248	5	5	&	&	CCONJ
spir-11248	5	6	the	the	DET
spir-11248	5	7	performativity	performativity	NOUN
spir-11248	5	8	of	of	ADP
spir-11248	5	9	ethics	ethic	NOUN
spir-11248	5	10	prof	prof	PROPN
spir-11248	5	11	.	.	PUNCT
spir-11248	6	1	aphra	aphra	PROPN
spir-11248	6	2	kerr	kerr	PROPN
spir-11248	6	3	maynooth	maynooth	PROPN
spir-11248	6	4	university	university	PROPN
spir-11248	6	5	dr	dr	PROPN
spir-11248	6	6	.	.	PROPN
spir-11248	6	7	marguerite	marguerite	PROPN
spir-11248	6	8	barry	barry	PROPN
spir-11248	6	9	university	university	PROPN
spir-11248	6	10	college	college	PROPN
spir-11248	6	11	dublin	dublin	PROPN
spir-11248	6	12	prof	prof	PROPN
spir-11248	6	13	.	.	PUNCT
spir-11248	7	1	john	john	PROPN
spir-11248	7	2	d.	d.	PROPN
spir-11248	7	3	kelleher	kelleher	PROPN
spir-11248	7	4	technological	technological	PROPN
spir-11248	7	5	university	university	PROPN
spir-11248	7	6	of	of	ADP
spir-11248	7	7	dublin	dublin	PROPN
spir-11248	7	8	this	this	DET
spir-11248	7	9	paper	paper	NOUN
spir-11248	7	10	explores	explore	VERB
spir-11248	7	11	societal	societal	ADJ
spir-11248	7	12	expectations	expectation	NOUN
spir-11248	7	13	of	of	ADP
spir-11248	7	14	artificial	artificial	ADJ
spir-11248	7	15	intelligence	intelligence	NOUN
spir-11248	7	16	(	(	PUNCT
spir-11248	7	17	ai	ai	NOUN
spir-11248	7	18	)	)	PUNCT
spir-11248	7	19	in	in	ADP
spir-11248	7	20	the	the	DET
spir-11248	7	21	eu	eu	PROPN
spir-11248	7	22	,	,	PUNCT
spir-11248	7	23	the	the	DET
spir-11248	7	24	uk	uk	PROPN
spir-11248	7	25	and	and	CCONJ
spir-11248	7	26	ireland	ireland	PROPN
spir-11248	7	27	over	over	ADP
spir-11248	7	28	the	the	DET
spir-11248	7	29	past	past	ADJ
spir-11248	7	30	decade	decade	NOUN
spir-11248	7	31	.	.	PUNCT
spir-11248	8	1	it	it	PRON
spir-11248	8	2	combines	combine	VERB
spir-11248	8	3	analysis	analysis	NOUN
spir-11248	8	4	of	of	ADP
spir-11248	8	5	public	public	ADJ
spir-11248	8	6	documents	document	NOUN
spir-11248	8	7	and	and	CCONJ
spir-11248	8	8	a	a	DET
spir-11248	8	9	small	small	ADJ
spir-11248	8	10	-	-	PUNCT
spir-11248	8	11	scale	scale	NOUN
spir-11248	8	12	public	public	ADJ
spir-11248	8	13	survey	survey	NOUN
spir-11248	8	14	to	to	PART
spir-11248	8	15	identify	identify	VERB
spir-11248	8	16	key	key	ADJ
spir-11248	8	17	actors	actor	NOUN
spir-11248	8	18	,	,	PUNCT
spir-11248	8	19	mechanisms	mechanism	NOUN
spir-11248	8	20	and	and	CCONJ
spir-11248	8	21	discourses	discourse	NOUN
spir-11248	8	22	shaping	shape	VERB
spir-11248	8	23	societal	societal	ADJ
spir-11248	8	24	expectations	expectation	NOUN
spir-11248	8	25	of	of	ADP
spir-11248	8	26	ai	ai	ADV
spir-11248	8	27	and	and	CCONJ
spir-11248	8	28	driving	drive	VERB
spir-11248	8	29	the	the	DET
spir-11248	8	30	focus	focus	NOUN
spir-11248	8	31	on	on	ADP
spir-11248	8	32	ethics	ethic	NOUN
spir-11248	8	33	and	and	CCONJ
spir-11248	8	34	ai	ai	VERB
spir-11248	8	35	.	.	PUNCT
spir-11248	9	1	literature	literature	PROPN
spir-11248	9	2	review	review	NOUN
spir-11248	9	3	this	this	DET
spir-11248	9	4	study	study	NOUN
spir-11248	9	5	is	be	AUX
spir-11248	9	6	informed	inform	VERB
spir-11248	9	7	by	by	ADP
spir-11248	9	8	the	the	DET
spir-11248	9	9	sociology	sociology	NOUN
spir-11248	9	10	of	of	ADP
spir-11248	9	11	expectations	expectation	NOUN
spir-11248	9	12	within	within	ADP
spir-11248	9	13	science	science	NOUN
spir-11248	9	14	and	and	CCONJ
spir-11248	9	15	technology	technology	NOUN
spir-11248	9	16	studies	study	NOUN
spir-11248	9	17	(	(	PUNCT
spir-11248	9	18	sts	st	NOUN
spir-11248	9	19	)	)	PUNCT
spir-11248	9	20	.	.	PUNCT
spir-11248	10	1	expectations	expectation	NOUN
spir-11248	10	2	are	be	AUX
spir-11248	10	3	statements	statement	NOUN
spir-11248	10	4	that	that	PRON
spir-11248	10	5	say	say	VERB
spir-11248	10	6	something	something	PRON
spir-11248	10	7	about	about	ADP
spir-11248	10	8	the	the	DET
spir-11248	10	9	future	future	NOUN
spir-11248	10	10	(	(	PUNCT
spir-11248	10	11	pollock	pollock	NOUN
spir-11248	10	12	and	and	CCONJ
spir-11248	10	13	williams	williams	PROPN
spir-11248	10	14	,	,	PUNCT
spir-11248	10	15	2016	2016	NUM
spir-11248	10	16	,	,	PUNCT
spir-11248	10	17	van	van	PROPN
spir-11248	10	18	lente	lente	PROPN
spir-11248	10	19	,	,	PUNCT
spir-11248	10	20	2012	2012	NUM
spir-11248	10	21	,	,	PUNCT
spir-11248	10	22	borup	borup	NOUN
spir-11248	10	23	et	et	PROPN
spir-11248	10	24	al	al	PROPN
spir-11248	10	25	.	.	PROPN
spir-11248	10	26	,	,	PUNCT
spir-11248	10	27	2006	2006	NUM
spir-11248	10	28	)	)	PUNCT
spir-11248	10	29	.	.	PUNCT
spir-11248	11	1	formal	formal	ADJ
spir-11248	11	2	expectation	expectation	NOUN
spir-11248	11	3	mechanisms	mechanism	NOUN
spir-11248	11	4	include	include	VERB
spir-11248	11	5	foresight	foresight	NOUN
spir-11248	11	6	and	and	CCONJ
spir-11248	11	7	research	research	NOUN
spir-11248	11	8	prioritisation	prioritisation	NOUN
spir-11248	11	9	exercises	exercise	NOUN
spir-11248	11	10	deployed	deploy	VERB
spir-11248	11	11	by	by	ADP
spir-11248	11	12	governments	government	NOUN
spir-11248	11	13	,	,	PUNCT
spir-11248	11	14	consultancy	consultancy	NOUN
spir-11248	11	15	firms	firm	NOUN
spir-11248	11	16	and	and	CCONJ
spir-11248	11	17	companies	company	NOUN
spir-11248	11	18	to	to	PART
spir-11248	11	19	rationalise	rationalise	VERB
spir-11248	11	20	future	future	ADJ
spir-11248	11	21	innovation	innovation	NOUN
spir-11248	11	22	investment	investment	NOUN
spir-11248	11	23	.	.	PUNCT
spir-11248	12	1	informal	informal	ADJ
spir-11248	12	2	expectations	expectation	NOUN
spir-11248	12	3	are	be	AUX
spir-11248	12	4	“	"	PUNCT
spir-11248	12	5	images	image	NOUN
spir-11248	12	6	,	,	PUNCT
spir-11248	12	7	statements	statement	NOUN
spir-11248	12	8	and	and	CCONJ
spir-11248	12	9	prophecies	prophecy	NOUN
spir-11248	12	10	”	"	PUNCT
spir-11248	12	11	(	(	PUNCT
spir-11248	12	12	van	van	PROPN
spir-11248	12	13	lente	lente	PROPN
spir-11248	12	14	2012:772	2012:772	NOUN
spir-11248	12	15	)	)	PUNCT
spir-11248	12	16	from	from	ADP
spir-11248	12	17	experts	expert	NOUN
spir-11248	12	18	and	and	CCONJ
spir-11248	12	19	non	non	NOUN
spir-11248	12	20	-	-	NOUN
spir-11248	12	21	experts	expert	NOUN
spir-11248	12	22	which	which	PRON
spir-11248	12	23	circulate	circulate	VERB
spir-11248	12	24	through	through	ADP
spir-11248	12	25	social	social	ADJ
spir-11248	12	26	networks	network	NOUN
spir-11248	12	27	and	and	CCONJ
spir-11248	12	28	the	the	DET
spir-11248	12	29	media	medium	NOUN
spir-11248	12	30	.	.	PUNCT
spir-11248	13	1	in	in	ADP
spir-11248	13	2	the	the	DET
spir-11248	13	3	construction	construction	NOUN
spir-11248	13	4	of	of	ADP
spir-11248	13	5	expectations	expectation	NOUN
spir-11248	13	6	,	,	PUNCT
spir-11248	13	7	different	different	ADJ
spir-11248	13	8	actors	actor	NOUN
spir-11248	13	9	draw	draw	VERB
spir-11248	13	10	from	from	ADP
spir-11248	13	11	,	,	PUNCT
spir-11248	13	12	and	and	CCONJ
spir-11248	13	13	add	add	VERB
spir-11248	13	14	to	to	ADP
spir-11248	13	15	,	,	PUNCT
spir-11248	13	16	the	the	DET
spir-11248	13	17	repertoire	repertoire	NOUN
spir-11248	13	18	of	of	ADP
spir-11248	13	19	visions	vision	NOUN
spir-11248	13	20	that	that	PRON
spir-11248	13	21	shape	shape	VERB
spir-11248	13	22	the	the	DET
spir-11248	13	23	expectations	expectation	NOUN
spir-11248	13	24	around	around	ADP
spir-11248	13	25	a	a	DET
spir-11248	13	26	technology	technology	NOUN
spir-11248	13	27	and	and	CCONJ
spir-11248	13	28	drive	drive	VERB
spir-11248	13	29	its	its	PRON
spir-11248	13	30	innovation	innovation	NOUN
spir-11248	13	31	dynamic	dynamic	ADJ
spir-11248	13	32	.	.	PUNCT
spir-11248	14	1	previous	previous	ADJ
spir-11248	14	2	studies	study	NOUN
spir-11248	14	3	identify	identify	VERB
spir-11248	14	4	three	three	NUM
spir-11248	14	5	‘	'	PUNCT
spir-11248	14	6	forces	force	NOUN
spir-11248	14	7	’	'	PUNCT
spir-11248	14	8	of	of	ADP
spir-11248	14	9	expectations	expectation	NOUN
spir-11248	14	10	:	:	PUNCT
spir-11248	14	11	raising	raise	VERB
spir-11248	14	12	attention	attention	NOUN
spir-11248	14	13	and	and	CCONJ
spir-11248	14	14	legitimising	legitimise	VERB
spir-11248	14	15	investment	investment	NOUN
spir-11248	14	16	;	;	PUNCT
spir-11248	14	17	coordinating	coordinate	VERB
spir-11248	14	18	networks	network	NOUN
spir-11248	14	19	of	of	ADP
spir-11248	14	20	companies	company	NOUN
spir-11248	14	21	and	and	CCONJ
spir-11248	14	22	research	research	NOUN
spir-11248	14	23	institutions	institution	NOUN
spir-11248	14	24	;	;	PUNCT
spir-11248	14	25	and	and	CCONJ
spir-11248	14	26	providing	provide	VERB
spir-11248	14	27	heuristic	heuristic	ADJ
spir-11248	14	28	guidance	guidance	NOUN
spir-11248	14	29	and	and	CCONJ
spir-11248	14	30	direction	direction	NOUN
spir-11248	14	31	to	to	PART
spir-11248	14	32	research	research	NOUN
spir-11248	14	33	and	and	CCONJ
spir-11248	14	34	innovation	innovation	NOUN
spir-11248	14	35	(	(	PUNCT
spir-11248	14	36	van	van	PROPN
spir-11248	14	37	lente	lente	PROPN
spir-11248	14	38	2012	2012	NUM
spir-11248	14	39	:	:	PUNCT
spir-11248	14	40	773	773	NUM
spir-11248	14	41	-	-	SYM
spir-11248	14	42	774	774	NUM
spir-11248	14	43	)	)	PUNCT
spir-11248	14	44	.	.	PUNCT
spir-11248	15	1	expectations	expectation	NOUN
spir-11248	15	2	are	be	AUX
spir-11248	15	3	‘	'	PUNCT
spir-11248	15	4	performative	performative	ADJ
spir-11248	15	5	’	'	PUNCT
spir-11248	15	6	in	in	ADP
spir-11248	15	7	the	the	DET
spir-11248	15	8	sense	sense	NOUN
spir-11248	15	9	that	that	SCONJ
spir-11248	15	10	they	they	PRON
spir-11248	15	11	may	may	AUX
spir-11248	15	12	prompt	prompt	VERB
spir-11248	15	13	certain	certain	ADJ
spir-11248	15	14	social	social	ADJ
spir-11248	15	15	actions	action	NOUN
spir-11248	15	16	.	.	PUNCT
spir-11248	16	1	mackenzie	mackenzie	NOUN
spir-11248	16	2	(	(	PUNCT
spir-11248	16	3	2008:17	2008:17	NUM
spir-11248	16	4	)	)	PUNCT
spir-11248	16	5	distinguishes	distinguish	VERB
spir-11248	16	6	between	between	ADP
spir-11248	16	7	two	two	NUM
spir-11248	16	8	types	type	NOUN
spir-11248	16	9	of	of	ADP
spir-11248	16	10	performativity	performativity	NOUN
spir-11248	16	11	:	:	PUNCT
spir-11248	16	12	‘	'	PUNCT
spir-11248	16	13	generic	generic	ADJ
spir-11248	16	14	’	'	PUNCT
spir-11248	16	15	performativity	performativity	NOUN
spir-11248	16	16	is	be	AUX
spir-11248	16	17	when	when	SCONJ
spir-11248	16	18	theoretical	theoretical	ADJ
spir-11248	16	19	models	model	NOUN
spir-11248	16	20	,	,	PUNCT
spir-11248	16	21	language	language	NOUN
spir-11248	16	22	or	or	CCONJ
spir-11248	16	23	approaches	approach	NOUN
spir-11248	16	24	are	be	AUX
spir-11248	16	25	adopted	adopt	VERB
spir-11248	16	26	but	but	CCONJ
spir-11248	16	27	do	do	AUX
spir-11248	16	28	not	not	PART
spir-11248	16	29	change	change	VERB
spir-11248	16	30	things	thing	NOUN
spir-11248	16	31	in	in	ADP
spir-11248	16	32	practice	practice	NOUN
spir-11248	16	33	,	,	PUNCT
spir-11248	16	34	and	and	CCONJ
spir-11248	16	35	‘	'	PUNCT
spir-11248	16	36	effective	effective	ADJ
spir-11248	16	37	’	'	PUNCT
spir-11248	16	38	performativity	performativity	NOUN
spir-11248	16	39	is	be	AUX
spir-11248	16	40	when	when	SCONJ
spir-11248	16	41	the	the	DET
spir-11248	16	42	models	model	NOUN
spir-11248	16	43	,	,	PUNCT
spir-11248	16	44	language	language	NOUN
spir-11248	16	45	or	or	CCONJ
spir-11248	16	46	approaches	approach	NOUN
spir-11248	16	47	make	make	VERB
spir-11248	16	48	a	a	DET
spir-11248	16	49	difference	difference	NOUN
spir-11248	16	50	in	in	ADP
spir-11248	16	51	the	the	DET
spir-11248	16	52	real	real	ADJ
spir-11248	16	53	world	world	NOUN
spir-11248	16	54	.	.	PUNCT
spir-11248	17	1	ai	ai	PROPN
spir-11248	17	2	has	have	AUX
spir-11248	17	3	had	have	VERB
spir-11248	17	4	an	an	DET
spir-11248	17	5	undulating	undulate	VERB
spir-11248	17	6	history	history	NOUN
spir-11248	17	7	of	of	ADP
spir-11248	17	8	societal	societal	ADJ
spir-11248	17	9	expectations	expectation	NOUN
spir-11248	17	10	and	and	CCONJ
spir-11248	17	11	the	the	DET
spir-11248	17	12	current	current	ADJ
spir-11248	17	13	period	period	NOUN
spir-11248	17	14	can	can	AUX
spir-11248	17	15	be	be	AUX
spir-11248	17	16	viewed	view	VERB
spir-11248	17	17	as	as	ADP
spir-11248	17	18	a	a	DET
spir-11248	17	19	third	third	ADJ
spir-11248	17	20	period	period	NOUN
spir-11248	17	21	of	of	ADP
spir-11248	17	22	growth	growth	NOUN
spir-11248	17	23	in	in	ADP
spir-11248	17	24	ai	ai	NOUN
spir-11248	17	25	.	.	PUNCT
spir-11248	18	1	as	as	ADP
spir-11248	18	2	in	in	ADP
spir-11248	18	3	each	each	PRON
spir-11248	18	4	of	of	ADP
spir-11248	18	5	the	the	DET
spir-11248	18	6	earlier	early	ADJ
spir-11248	18	7	cycles	cycle	NOUN
spir-11248	18	8	,	,	PUNCT
spir-11248	18	9	it	it	PRON
spir-11248	18	10	has	have	VERB
spir-11248	18	11	a	a	DET
spir-11248	18	12	distinct	distinct	ADJ
spir-11248	18	13	technological	technological	ADJ
spir-11248	18	14	trigger	trigger	NOUN
spir-11248	18	15	.	.	PUNCT
spir-11248	19	1	this	this	DET
spir-11248	19	2	time	time	NOUN
spir-11248	19	3	the	the	DET
spir-11248	19	4	trigger	trigger	NOUN
spir-11248	19	5	is	be	AUX
spir-11248	19	6	machine	machine	NOUN
spir-11248	19	7	learning	learning	NOUN
spir-11248	19	8	and	and	CCONJ
spir-11248	19	9	big	big	ADJ
spir-11248	19	10	data	datum	NOUN
spir-11248	19	11	.	.	PUNCT
spir-11248	20	1	methodological	methodological	ADJ
spir-11248	20	2	framework	framework	NOUN
spir-11248	20	3	this	this	DET
spir-11248	20	4	study	study	NOUN
spir-11248	20	5	used	use	VERB
spir-11248	20	6	a	a	DET
spir-11248	20	7	mixed	mixed	ADJ
spir-11248	20	8	methods	method	NOUN
spir-11248	20	9	approach	approach	NOUN
spir-11248	20	10	:	:	PUNCT
spir-11248	20	11	a	a	DET
spir-11248	20	12	thematic	thematic	ADJ
spir-11248	20	13	analysis	analysis	NOUN
spir-11248	20	14	of	of	ADP
spir-11248	20	15	public	public	ADJ
spir-11248	20	16	documents	document	NOUN
spir-11248	20	17	to	to	PART
spir-11248	20	18	identify	identify	VERB
spir-11248	20	19	the	the	DET
spir-11248	20	20	key	key	ADJ
spir-11248	20	21	actors	actor	NOUN
spir-11248	20	22	,	,	PUNCT
spir-11248	20	23	formal	formal	ADJ
spir-11248	20	24	and	and	CCONJ
spir-11248	20	25	informal	informal	ADJ
spir-11248	20	26	mechanisms	mechanism	NOUN
spir-11248	20	27	shaping	shape	VERB
spir-11248	20	28	societal	societal	ADJ
spir-11248	20	29	expectations	expectation	NOUN
spir-11248	20	30	of	of	ADP
spir-11248	20	31	ai	ai	PROPN
spir-11248	20	32	and	and	CCONJ
spir-11248	20	33	a	a	DET
spir-11248	20	34	small	small	ADJ
spir-11248	20	35	-	-	PUNCT
spir-11248	20	36	scale	scale	NOUN
spir-11248	20	37	public	public	ADJ
spir-11248	20	38	survey	survey	NOUN
spir-11248	20	39	to	to	PART
spir-11248	20	40	explore	explore	VERB
spir-11248	20	41	public	public	ADJ
spir-11248	20	42	expectations	expectation	NOUN
spir-11248	20	43	of	of	ADP
spir-11248	20	44	ai	ai	NOUN
spir-11248	20	45	and	and	CCONJ
spir-11248	20	46	ethics	ethic	NOUN
spir-11248	20	47	.	.	PUNCT
spir-11248	21	1	using	use	VERB
spir-11248	21	2	theoretical	theoretical	ADJ
spir-11248	21	3	sampling	sampling	NOUN
spir-11248	21	4	we	we	PRON
spir-11248	21	5	identified	identify	VERB
spir-11248	21	6	41	41	NUM
spir-11248	21	7	documents	document	NOUN
spir-11248	21	8	on	on	ADP
spir-11248	21	9	ai	ai	PRON
spir-11248	21	10	research	research	NOUN
spir-11248	21	11	and	and	CCONJ
spir-11248	21	12	policy	policy	NOUN
spir-11248	21	13	published	publish	VERB
spir-11248	21	14	by	by	ADP
spir-11248	21	15	the	the	DET
spir-11248	21	16	ec	ec	PROPN
spir-11248	21	17	or	or	CCONJ
spir-11248	21	18	other	other	ADJ
spir-11248	21	19	actors	actor	NOUN
spir-11248	21	20	in	in	ADP
spir-11248	21	21	the	the	DET
spir-11248	21	22	uk	uk	PROPN
spir-11248	21	23	and	and	CCONJ
spir-11248	21	24	ireland	ireland	PROPN
spir-11248	21	25	since	since	SCONJ
spir-11248	21	26	2011	2011	NUM
spir-11248	21	27	.	.	PUNCT
spir-11248	22	1	this	this	DET
spir-11248	22	2	sample	sample	NOUN
spir-11248	22	3	included	include	VERB
spir-11248	22	4	7	7	NUM
spir-11248	22	5	types	type	NOUN
spir-11248	22	6	of	of	ADP
spir-11248	22	7	actors	actor	NOUN
spir-11248	22	8	:	:	PUNCT
spir-11248	22	9	international	international	ADJ
spir-11248	22	10	consultancies	consultancy	NOUN
spir-11248	22	11	(	(	PUNCT
spir-11248	22	12	e.g.	e.g.	ADV
spir-11248	22	13	mckinsey	mckinsey	NOUN
spir-11248	22	14	)	)	PUNCT
spir-11248	22	15	;	;	PUNCT
spir-11248	22	16	public	public	ADJ
spir-11248	22	17	agencies	agency	NOUN
spir-11248	22	18	;	;	PUNCT
spir-11248	22	19	academic	academic	ADJ
spir-11248	22	20	and	and	CCONJ
spir-11248	22	21	expert	expert	NOUN
spir-11248	22	22	reports	report	NOUN
spir-11248	22	23	;	;	PUNCT
spir-11248	22	24	public	public	ADJ
spir-11248	22	25	surveys	survey	NOUN
spir-11248	22	26	;	;	PUNCT
spir-11248	22	27	professional	professional	ADJ
spir-11248	22	28	associations	association	NOUN
spir-11248	22	29	(	(	PUNCT
spir-11248	22	30	e.g.	e.g.	ADV
spir-11248	22	31	ieee	ieee	NOUN
spir-11248	22	32	)	)	PUNCT
spir-11248	22	33	and	and	CCONJ
spir-11248	22	34	media	medium	NOUN
spir-11248	22	35	statements	statement	NOUN
spir-11248	22	36	by	by	ADP
spir-11248	22	37	workers	worker	NOUN
spir-11248	22	38	and	and	CCONJ
spir-11248	22	39	whistle	whistle	NOUN
spir-11248	22	40	-	-	PUNCT
spir-11248	22	41	blowers	blower	NOUN
spir-11248	22	42	.	.	PUNCT
spir-11248	23	1	a	a	DET
spir-11248	23	2	full	full	ADJ
spir-11248	23	3	list	list	NOUN
spir-11248	23	4	of	of	ADP
spir-11248	23	5	the	the	DET
spir-11248	23	6	documents	document	NOUN
spir-11248	23	7	is	be	AUX
spir-11248	23	8	available	available	ADJ
spir-11248	23	9	here	here	ADV
spir-11248	23	10	.	.	PUNCT
spir-11248	24	1	a	a	DET
spir-11248	24	2	face	face	NOUN
spir-11248	24	3	to	to	PART
spir-11248	24	4	face	face	VERB
spir-11248	24	5	administered	administer	VERB
spir-11248	24	6	survey	survey	NOUN
spir-11248	24	7	of	of	ADP
spir-11248	24	8	164	164	NUM
spir-11248	24	9	individuals	individual	NOUN
spir-11248	24	10	visiting	visit	VERB
spir-11248	24	11	a	a	DET
spir-11248	24	12	science	science	NOUN
spir-11248	24	13	gallery	gallery	NOUN
spir-11248	24	14	provided	provide	VERB
spir-11248	24	15	an	an	DET
spir-11248	24	16	opportunity	opportunity	NOUN
spir-11248	24	17	to	to	PART
spir-11248	24	18	explore	explore	VERB
spir-11248	24	19	expectations	expectation	NOUN
spir-11248	24	20	of	of	ADP
spir-11248	24	21	ai	ai	NOUN
spir-11248	24	22	and	and	CCONJ
spir-11248	24	23	ethical	ethical	ADJ
spir-11248	24	24	ai	ai	VERB
spir-11248	24	25	amongst	amongst	ADP
spir-11248	24	26	a	a	DET
spir-11248	24	27	sub	sub	NOUN
spir-11248	24	28	-	-	NOUN
spir-11248	24	29	section	section	NOUN
spir-11248	24	30	of	of	ADP
spir-11248	24	31	the	the	DET
spir-11248	24	32	public	public	NOUN
spir-11248	24	33	.	.	PUNCT
spir-11248	25	1	respondents	respondent	NOUN
spir-11248	25	2	came	come	VERB
spir-11248	25	3	from	from	ADP
spir-11248	25	4	25	25	NUM
spir-11248	25	5	different	different	ADJ
spir-11248	25	6	countries	country	NOUN
spir-11248	25	7	with	with	ADP
spir-11248	25	8	diverse	diverse	ADJ
spir-11248	25	9	occupational	occupational	ADJ
spir-11248	25	10	backgrounds	background	NOUN
spir-11248	25	11	.	.	PUNCT
spir-11248	26	1	more	more	ADJ
spir-11248	26	2	than	than	ADP
spir-11248	26	3	half	half	PRON
spir-11248	26	4	felt	feel	VERB
spir-11248	26	5	that	that	SCONJ
spir-11248	26	6	they	they	PRON
spir-11248	26	7	had	have	VERB
spir-11248	26	8	some	some	DET
spir-11248	26	9	or	or	CCONJ
spir-11248	26	10	good	good	ADJ
spir-11248	26	11	levels	level	NOUN
spir-11248	26	12	of	of	ADP
spir-11248	26	13	familiarity	familiarity	NOUN
spir-11248	26	14	with	with	ADP
spir-11248	26	15	ai	ai	PROPN
spir-11248	26	16	.	.	PUNCT
spir-11248	26	17	findings	finding	VERB
spir-11248	26	18	our	our	PRON
spir-11248	26	19	analysis	analysis	NOUN
spir-11248	26	20	identified	identify	VERB
spir-11248	26	21	a	a	DET
spir-11248	26	22	range	range	NOUN
spir-11248	26	23	of	of	ADP
spir-11248	26	24	positive	positive	ADJ
spir-11248	26	25	and	and	CCONJ
spir-11248	26	26	negative	negative	ADJ
spir-11248	26	27	expectations	expectation	NOUN
spir-11248	26	28	of	of	ADP
spir-11248	26	29	ai	ai	NOUN
spir-11248	26	30	and	and	CCONJ
spir-11248	26	31	the	the	DET
spir-11248	26	32	emergence	emergence	NOUN
spir-11248	26	33	of	of	ADP
spir-11248	26	34	a	a	DET
spir-11248	26	35	discourse	discourse	NOUN
spir-11248	26	36	on	on	ADP
spir-11248	26	37	ethics	ethic	NOUN
spir-11248	26	38	and	and	CCONJ
spir-11248	26	39	ai	ai	VERB
spir-11248	26	40	since	since	SCONJ
spir-11248	26	41	2016	2016	NUM
spir-11248	26	42	.	.	PUNCT
spir-11248	27	1	the	the	DET
spir-11248	27	2	document	document	NOUN
spir-11248	27	3	analysis	analysis	NOUN
spir-11248	27	4	identified	identify	VERB
spir-11248	27	5	a	a	DET
spir-11248	27	6	narrow	narrow	ADJ
spir-11248	27	7	range	range	NOUN
spir-11248	27	8	of	of	ADP
spir-11248	27	9	positive	positive	ADJ
spir-11248	27	10	expectations	expectation	NOUN
spir-11248	27	11	including	include	VERB
spir-11248	27	12	‘	'	PUNCT
spir-11248	27	13	cost	cost	NOUN
spir-11248	27	14	reductions	reduction	NOUN
spir-11248	27	15	’	'	PUNCT
spir-11248	27	16	and	and	CCONJ
spir-11248	27	17	increased	increase	VERB
spir-11248	27	18	‘	'	PUNCT
spir-11248	27	19	efficiency	efficiency	NOUN
spir-11248	27	20	’	'	PUNCT
spir-11248	27	21	from	from	ADP
spir-11248	27	22	ai	ai	PROPN
spir-11248	27	23	innovations	innovation	NOUN
spir-11248	27	24	in	in	ADP
spir-11248	27	25	services	service	NOUN
spir-11248	27	26	across	across	ADP
spir-11248	27	27	formal	formal	ADJ
spir-11248	27	28	consultancy	consultancy	NOUN
spir-11248	27	29	,	,	PUNCT
spir-11248	27	30	expert	expert	NOUN
spir-11248	27	31	and	and	CCONJ
spir-11248	27	32	government	government	NOUN
spir-11248	27	33	reports	report	VERB
spir-11248	27	34	.	.	PUNCT
spir-11248	28	1	a	a	DET
spir-11248	28	2	small	small	ADJ
spir-11248	28	3	number	number	NOUN
spir-11248	28	4	of	of	ADP
spir-11248	28	5	international	international	ADJ
spir-11248	28	6	consultancies	consultancy	NOUN
spir-11248	28	7	were	be	AUX
spir-11248	28	8	influential	influential	ADJ
spir-11248	28	9	in	in	ADP
spir-11248	28	10	shaping	shape	VERB
spir-11248	28	11	core	core	NOUN
spir-11248	28	12	definitions	definition	NOUN
spir-11248	28	13	and	and	CCONJ
spir-11248	28	14	concepts	concept	NOUN
spir-11248	28	15	.	.	PUNCT
spir-11248	29	1	we	we	PRON
spir-11248	29	2	also	also	ADV
spir-11248	29	3	identified	identify	VERB
spir-11248	29	4	negative	negative	ADJ
spir-11248	29	5	expectations	expectation	NOUN
spir-11248	29	6	of	of	ADP
spir-11248	29	7	ai	ai	AUX
spir-11248	29	8	issued	issue	VERB
spir-11248	29	9	by	by	ADP
spir-11248	29	10	whistle	whistle	NOUN
spir-11248	29	11	-	-	PUNCT
spir-11248	29	12	blowers	blower	NOUN
spir-11248	29	13	,	,	PUNCT
spir-11248	29	14	the	the	DET
spir-11248	29	15	media	medium	NOUN
spir-11248	29	16	and	and	CCONJ
spir-11248	29	17	public	public	ADJ
spir-11248	29	18	surveys	survey	NOUN
spir-11248	29	19	.	.	PUNCT
spir-11248	30	1	these	these	DET
spir-11248	30	2	documents	document	NOUN
spir-11248	30	3	focussed	focusse	VERB
spir-11248	30	4	on	on	ADP
spir-11248	30	5	dataveillance	dataveillance	NOUN
spir-11248	30	6	,	,	PUNCT
spir-11248	30	7	data	datum	NOUN
spir-11248	30	8	misuse	misuse	NOUN
spir-11248	30	9	and	and	CCONJ
spir-11248	30	10	the	the	DET
spir-11248	30	11	working	work	VERB
spir-11248	30	12	conditions	condition	NOUN
spir-11248	30	13	of	of	ADP
spir-11248	30	14	content	content	NOUN
spir-11248	30	15	and	and	CCONJ
spir-11248	30	16	community	community	NOUN
spir-11248	30	17	moderators	moderator	NOUN
spir-11248	30	18	.	.	PUNCT
spir-11248	31	1	by	by	ADP
spir-11248	31	2	2016	2016	NUM
spir-11248	31	3	formal	formal	ADJ
spir-11248	31	4	public	public	ADJ
spir-11248	31	5	and	and	CCONJ
spir-11248	31	6	professional	professional	ADJ
spir-11248	31	7	reports	report	NOUN
spir-11248	31	8	directly	directly	ADV
spir-11248	31	9	addressed	address	VERB
spir-11248	31	10	negative	negative	ADJ
spir-11248	31	11	expectations	expectation	NOUN
spir-11248	31	12	of	of	ADP
spir-11248	31	13	ai	ai	NOUN
spir-11248	31	14	,	,	PUNCT
spir-11248	31	15	and	and	CCONJ
spir-11248	31	16	included	include	VERB
spir-11248	31	17	efforts	effort	NOUN
spir-11248	31	18	to	to	PART
spir-11248	31	19	develop	develop	VERB
spir-11248	31	20	ethical	ethical	ADJ
spir-11248	31	21	guidelines	guideline	NOUN
spir-11248	31	22	founded	found	VERB
spir-11248	31	23	on	on	ADP
spir-11248	31	24	european	european	ADJ
spir-11248	31	25	values	value	NOUN
spir-11248	31	26	and	and	CCONJ
spir-11248	31	27	research	research	NOUN
spir-11248	31	28	on	on	ADP
spir-11248	31	29	ethical	ethical	ADJ
spir-11248	31	30	ai	ai	NOUN
spir-11248	31	31	.	.	PUNCT
spir-11248	32	1	most	most	ADV
spir-11248	32	2	offered	offer	VERB
spir-11248	32	3	little	little	ADJ
spir-11248	32	4	operational	operational	ADJ
spir-11248	32	5	detail	detail	NOUN
spir-11248	32	6	.	.	PUNCT
spir-11248	33	1	significantly	significantly	ADV
spir-11248	33	2	,	,	PUNCT
spir-11248	33	3	the	the	DET
spir-11248	33	4	survey	survey	NOUN
spir-11248	33	5	respondents	respondent	NOUN
spir-11248	33	6	’	'	PUNCT
spir-11248	33	7	expectations	expectation	NOUN
spir-11248	33	8	appeared	appear	VERB
spir-11248	33	9	to	to	PART
spir-11248	33	10	be	be	AUX
spir-11248	33	11	shaped	shape	VERB
spir-11248	33	12	more	more	ADV
spir-11248	33	13	by	by	ADP
spir-11248	33	14	informal	informal	ADJ
spir-11248	33	15	mechanisms	mechanism	NOUN
spir-11248	33	16	including	include	VERB
spir-11248	33	17	media	medium	NOUN
spir-11248	33	18	stories	story	NOUN
spir-11248	33	19	and	and	CCONJ
spir-11248	33	20	films	film	NOUN
spir-11248	33	21	rather	rather	ADV
spir-11248	33	22	than	than	ADP
spir-11248	33	23	by	by	ADP
spir-11248	33	24	formal	formal	ADJ
spir-11248	33	25	mechanisms	mechanism	NOUN
spir-11248	33	26	or	or	CCONJ
spir-11248	33	27	everyday	everyday	ADJ
spir-11248	33	28	experience	experience	NOUN
spir-11248	33	29	of	of	ADP
spir-11248	33	30	using	use	VERB
spir-11248	33	31	ai	ai	PROPN
spir-11248	33	32	systems	system	NOUN
spir-11248	33	33	.	.	PUNCT
spir-11248	34	1	they	they	PRON
spir-11248	34	2	viewed	view	VERB
spir-11248	34	3	automation	automation	NOUN
spir-11248	34	4	and	and	CCONJ
spir-11248	34	5	efficiency	efficiency	NOUN
spir-11248	34	6	as	as	ADP
spir-11248	34	7	both	both	CCONJ
spir-11248	34	8	the	the	DET
spir-11248	34	9	top	top	ADJ
spir-11248	34	10	negative	negative	ADJ
spir-11248	34	11	and	and	CCONJ
spir-11248	34	12	positive	positive	ADJ
spir-11248	34	13	aspects	aspect	NOUN
spir-11248	34	14	of	of	ADP
spir-11248	34	15	ai	ai	NOUN
spir-11248	34	16	.	.	PUNCT
spir-11248	35	1	ai	ai	PROPN
spir-11248	35	2	was	be	AUX
spir-11248	35	3	viewed	view	VERB
spir-11248	35	4	positively	positively	ADV
spir-11248	35	5	when	when	SCONJ
spir-11248	35	6	it	it	PRON
spir-11248	35	7	could	could	AUX
spir-11248	35	8	be	be	AUX
spir-11248	35	9	used	use	VERB
spir-11248	35	10	to	to	PART
spir-11248	35	11	help	help	VERB
spir-11248	35	12	or	or	CCONJ
spir-11248	35	13	serve	serve	VERB
spir-11248	35	14	humans	human	NOUN
spir-11248	35	15	,	,	PUNCT
spir-11248	35	16	but	but	CCONJ
spir-11248	35	17	negatively	negatively	ADV
spir-11248	35	18	when	when	SCONJ
spir-11248	35	19	control	control	NOUN
spir-11248	35	20	was	be	AUX
spir-11248	35	21	ceded	cede	VERB
spir-11248	35	22	to	to	ADP
spir-11248	35	23	it	it	PRON
spir-11248	35	24	.	.	PUNCT
spir-11248	36	1	they	they	PRON
spir-11248	36	2	were	be	AUX
spir-11248	36	3	concerned	concern	VERB
spir-11248	36	4	with	with	ADP
spir-11248	36	5	large	large	ADJ
spir-11248	36	6	scale	scale	NOUN
spir-11248	36	7	societal	societal	ADJ
spir-11248	36	8	impacts	impact	NOUN
spir-11248	36	9	(	(	PUNCT
spir-11248	36	10	e.g.	e.g.	ADV
spir-11248	36	11	job	job	NOUN
spir-11248	36	12	losses	loss	NOUN
spir-11248	36	13	,	,	PUNCT
spir-11248	36	14	dehumanisation	dehumanisation	NOUN
spir-11248	36	15	and	and	CCONJ
spir-11248	36	16	inequality	inequality	NOUN
spir-11248	36	17	)	)	PUNCT
spir-11248	36	18	rather	rather	ADV
spir-11248	36	19	than	than	ADP
spir-11248	36	20	everyday	everyday	ADJ
spir-11248	36	21	questions	question	NOUN
spir-11248	36	22	.	.	PUNCT
spir-11248	37	1	further	far	ADV
spir-11248	37	2	,	,	PUNCT
spir-11248	37	3	respondents	respondent	NOUN
spir-11248	37	4	had	have	VERB
spir-11248	37	5	difficulty	difficulty	NOUN
spir-11248	37	6	conceptualising	conceptualise	VERB
spir-11248	37	7	abstract	abstract	ADJ
spir-11248	37	8	ethical	ethical	ADJ
spir-11248	37	9	principles	principle	NOUN
spir-11248	37	10	and	and	CCONJ
spir-11248	37	11	values	value	NOUN
spir-11248	37	12	.	.	PUNCT
spir-11248	38	1	they	they	PRON
spir-11248	38	2	ranked	rank	VERB
spir-11248	38	3	privacy	privacy	NOUN
spir-11248	38	4	,	,	PUNCT
spir-11248	38	5	transparency	transparency	NOUN
spir-11248	38	6	,	,	PUNCT
spir-11248	38	7	safety	safety	NOUN
spir-11248	38	8	and	and	CCONJ
spir-11248	38	9	security	security	NOUN
spir-11248	38	10	as	as	ADP
spir-11248	38	11	top	top	ADJ
spir-11248	38	12	ethical	ethical	ADJ
spir-11248	38	13	concerns	concern	NOUN
spir-11248	38	14	but	but	CCONJ
spir-11248	38	15	these	these	DET
spir-11248	38	16	issues	issue	NOUN
spir-11248	38	17	varied	vary	VERB
spir-11248	38	18	by	by	ADP
spir-11248	38	19	domain	domain	NOUN
spir-11248	38	20	.	.	PUNCT
spir-11248	39	1	they	they	PRON
spir-11248	39	2	believed	believe	VERB
spir-11248	39	3	that	that	SCONJ
spir-11248	39	4	it	it	PRON
spir-11248	39	5	was	be	AUX
spir-11248	39	6	possible	possible	ADJ
spir-11248	39	7	to	to	PART
spir-11248	39	8	design	design	VERB
spir-11248	39	9	ethical	ethical	ADJ
spir-11248	39	10	ai	ai	NOUN
spir-11248	39	11	,	,	PUNCT
spir-11248	39	12	but	but	CCONJ
spir-11248	39	13	that	that	SCONJ
spir-11248	39	14	both	both	CCONJ
spir-11248	39	15	public	public	ADJ
spir-11248	39	16	and	and	CCONJ
spir-11248	39	17	private	private	ADJ
spir-11248	39	18	actors	actor	NOUN
spir-11248	39	19	should	should	AUX
spir-11248	39	20	be	be	AUX
spir-11248	39	21	responsible	responsible	ADJ
spir-11248	39	22	and	and	CCONJ
spir-11248	39	23	accountable	accountable	ADJ
spir-11248	39	24	for	for	ADP
spir-11248	39	25	negative	negative	ADJ
spir-11248	39	26	ai	ai	NOUN
spir-11248	39	27	impacts	impact	NOUN
spir-11248	39	28	.	.	PUNCT
spir-11248	40	1	discussion	discussion	NOUN
spir-11248	40	2	the	the	DET
spir-11248	40	3	sociology	sociology	NOUN
spir-11248	40	4	of	of	ADP
spir-11248	40	5	expectations	expectation	NOUN
spir-11248	40	6	helps	help	VERB
spir-11248	40	7	to	to	PART
spir-11248	40	8	identify	identify	VERB
spir-11248	40	9	the	the	DET
spir-11248	40	10	range	range	NOUN
spir-11248	40	11	of	of	ADP
spir-11248	40	12	actors	actor	NOUN
spir-11248	40	13	attempting	attempt	VERB
spir-11248	40	14	to	to	PART
spir-11248	40	15	shape	shape	VERB
spir-11248	40	16	our	our	PRON
spir-11248	40	17	expectations	expectation	NOUN
spir-11248	40	18	and	and	CCONJ
spir-11248	40	19	the	the	DET
spir-11248	40	20	direction	direction	NOUN
spir-11248	40	21	of	of	ADP
spir-11248	40	22	ai	ai	PROPN
spir-11248	40	23	innovation	innovation	NOUN
spir-11248	40	24	.	.	PUNCT
spir-11248	41	1	there	there	PRON
spir-11248	41	2	is	be	VERB
spir-11248	41	3	currently	currently	ADV
spir-11248	41	4	a	a	DET
spir-11248	41	5	divergence	divergence	NOUN
spir-11248	41	6	between	between	ADP
spir-11248	41	7	expectations	expectation	NOUN
spir-11248	41	8	of	of	ADP
spir-11248	41	9	ai	ai	NOUN
spir-11248	41	10	and	and	CCONJ
spir-11248	41	11	current	current	ADJ
spir-11248	41	12	practices	practice	NOUN
spir-11248	41	13	in	in	ADP
spir-11248	41	14	its	its	PRON
spir-11248	41	15	application	application	NOUN
spir-11248	41	16	.	.	PUNCT
spir-11248	42	1	formal	formal	ADJ
spir-11248	42	2	public	public	ADJ
spir-11248	42	3	and	and	CCONJ
spir-11248	42	4	private	private	ADJ
spir-11248	42	5	sector	sector	NOUN
spir-11248	42	6	documents	document	NOUN
spir-11248	42	7	are	be	AUX
spir-11248	42	8	used	use	VERB
spir-11248	42	9	to	to	PART
spir-11248	42	10	justify	justify	VERB
spir-11248	42	11	significant	significant	ADJ
spir-11248	42	12	investment	investment	NOUN
spir-11248	42	13	in	in	ADP
spir-11248	42	14	ai	ai	NOUN
spir-11248	42	15	,	,	PUNCT
spir-11248	42	16	but	but	CCONJ
spir-11248	42	17	they	they	PRON
spir-11248	42	18	say	say	VERB
spir-11248	42	19	little	little	ADJ
spir-11248	42	20	about	about	ADP
spir-11248	42	21	the	the	DET
spir-11248	42	22	practical	practical	ADJ
spir-11248	42	23	technical	technical	ADJ
spir-11248	42	24	,	,	PUNCT
spir-11248	42	25	social	social	ADJ
spir-11248	42	26	and	and	CCONJ
spir-11248	42	27	ethical	ethical	ADJ
spir-11248	42	28	challenges	challenge	NOUN
spir-11248	42	29	faced	face	VERB
spir-11248	42	30	in	in	ADP
spir-11248	42	31	different	different	ADJ
spir-11248	42	32	contexts	contexts	NOUN
spir-11248	42	33	.	.	PUNCT
spir-11248	43	1	the	the	DET
spir-11248	43	2	emergence	emergence	NOUN
spir-11248	43	3	of	of	ADP
spir-11248	43	4	a	a	DET
spir-11248	43	5	significant	significant	ADJ
spir-11248	43	6	discourse	discourse	NOUN
spir-11248	43	7	on	on	ADP
spir-11248	43	8	ethics	ethic	NOUN
spir-11248	43	9	and	and	CCONJ
spir-11248	43	10	ai	ai	VERB
spir-11248	43	11	in	in	ADP
spir-11248	43	12	2016	2016	NUM
spir-11248	43	13	appears	appear	VERB
spir-11248	43	14	to	to	PART
spir-11248	43	15	be	be	AUX
spir-11248	43	16	a	a	DET
spir-11248	43	17	response	response	NOUN
spir-11248	43	18	to	to	ADP
spir-11248	43	19	high	high	ADJ
spir-11248	43	20	-	-	PUNCT
spir-11248	43	21	profile	profile	NOUN
spir-11248	43	22	stories	story	NOUN
spir-11248	43	23	about	about	ADP
spir-11248	43	24	the	the	DET
spir-11248	43	25	misapplication	misapplication	NOUN
spir-11248	43	26	and	and	CCONJ
spir-11248	43	27	misuse	misuse	NOUN
spir-11248	43	28	of	of	ADP
spir-11248	43	29	ai	ai	NOUN
spir-11248	43	30	.	.	PUNCT
spir-11248	44	1	our	our	PRON
spir-11248	44	2	findings	finding	NOUN
spir-11248	44	3	point	point	VERB
spir-11248	44	4	to	to	ADP
spir-11248	44	5	shared	share	VERB
spir-11248	44	6	societal	societal	ADJ
spir-11248	44	7	expectations	expectation	NOUN
spir-11248	44	8	that	that	SCONJ
spir-11248	44	9	we	we	PRON
spir-11248	44	10	can	can	AUX
spir-11248	44	11	design	design	VERB
spir-11248	44	12	ethical	ethical	ADJ
spir-11248	44	13	ai	ai	NOUN
spir-11248	44	14	(	(	PUNCT
spir-11248	44	15	or	or	CCONJ
spir-11248	44	16	a	a	DET
spir-11248	44	17	european	european	ADJ
spir-11248	44	18	approach	approach	NOUN
spir-11248	44	19	to	to	PART
spir-11248	44	20	ai	ai	VERB
spir-11248	44	21	)	)	PUNCT
spir-11248	44	22	and	and	CCONJ
spir-11248	44	23	that	that	SCONJ
spir-11248	44	24	developers	developer	NOUN
spir-11248	44	25	(	(	PUNCT
spir-11248	44	26	especially	especially	ADV
spir-11248	44	27	academic	academic	ADJ
spir-11248	44	28	ones	one	NOUN
spir-11248	44	29	)	)	PUNCT
spir-11248	44	30	will	will	AUX
spir-11248	44	31	behave	behave	VERB
spir-11248	44	32	ethically	ethically	ADV
spir-11248	44	33	.	.	PUNCT
spir-11248	45	1	however	however	ADV
spir-11248	45	2	,	,	PUNCT
spir-11248	45	3	ethics	ethic	NOUN
spir-11248	45	4	and	and	CCONJ
spir-11248	45	5	ai	ai	NOUN
spir-11248	45	6	is	be	AUX
spir-11248	45	7	challenging	challenge	VERB
spir-11248	45	8	.	.	PUNCT
spir-11248	46	1	ethical	ethical	ADJ
spir-11248	46	2	issues	issue	NOUN
spir-11248	46	3	are	be	AUX
spir-11248	46	4	difficult	difficult	ADJ
spir-11248	46	5	to	to	PART
spir-11248	46	6	address	address	VERB
spir-11248	46	7	in	in	ADP
spir-11248	46	8	practice	practice	NOUN
spir-11248	46	9	,	,	PUNCT
spir-11248	46	10	they	they	PRON
spir-11248	46	11	can	can	AUX
spir-11248	46	12	vary	vary	VERB
spir-11248	46	13	from	from	ADP
spir-11248	46	14	domain	domain	NOUN
spir-11248	46	15	to	to	ADP
spir-11248	46	16	domain	domain	NOUN
spir-11248	46	17	,	,	PUNCT
spir-11248	46	18	these	these	PRON
spir-11248	46	19	is	be	AUX
spir-11248	46	20	uncertainty	uncertainty	NOUN
spir-11248	46	21	about	about	ADP
spir-11248	46	22	who	who	PRON
spir-11248	46	23	should	should	AUX
spir-11248	46	24	provide	provide	VERB
spir-11248	46	25	oversight	oversight	NOUN
spir-11248	46	26	,	,	PUNCT
spir-11248	46	27	and	and	CCONJ
spir-11248	46	28	it	it	PRON
spir-11248	46	29	is	be	AUX
spir-11248	46	30	unclear	unclear	ADJ
spir-11248	46	31	how	how	SCONJ
spir-11248	46	32	to	to	PART
spir-11248	46	33	enforce	enforce	VERB
spir-11248	46	34	accountability	accountability	NOUN
spir-11248	46	35	for	for	ADP
spir-11248	46	36	negative	negative	ADJ
spir-11248	46	37	impacts	impact	NOUN
spir-11248	46	38	.	.	PUNCT
spir-11248	47	1	if	if	SCONJ
spir-11248	47	2	our	our	PRON
spir-11248	47	3	scientifically	scientifically	ADV
spir-11248	47	4	literate	literate	ADJ
spir-11248	47	5	or	or	CCONJ
spir-11248	47	6	interested	interested	ADJ
spir-11248	47	7	members	member	NOUN
spir-11248	47	8	of	of	ADP
spir-11248	47	9	the	the	DET
spir-11248	47	10	public	public	NOUN
spir-11248	47	11	have	have	VERB
spir-11248	47	12	difficulty	difficulty	NOUN
spir-11248	47	13	grasping	grasp	VERB
spir-11248	47	14	abstract	abstract	ADJ
spir-11248	47	15	ethical	ethical	ADJ
spir-11248	47	16	issues	issue	NOUN
spir-11248	47	17	,	,	PUNCT
spir-11248	47	18	we	we	PRON
spir-11248	47	19	need	need	VERB
spir-11248	47	20	to	to	PART
spir-11248	47	21	carefully	carefully	ADV
spir-11248	47	22	consider	consider	VERB
spir-11248	47	23	how	how	SCONJ
spir-11248	47	24	workers	worker	NOUN
spir-11248	47	25	and	and	CCONJ
spir-11248	47	26	the	the	DET
spir-11248	47	27	public	public	NOUN
spir-11248	47	28	will	will	AUX
spir-11248	47	29	fare	fare	VERB
spir-11248	47	30	when	when	SCONJ
spir-11248	47	31	tasked	task	VERB
spir-11248	47	32	with	with	ADP
spir-11248	47	33	designing	designing	NOUN
spir-11248	47	34	,	,	PUNCT
spir-11248	47	35	deploying	deploy	VERB
spir-11248	47	36	and	and	CCONJ
spir-11248	47	37	using	use	VERB
spir-11248	47	38	these	these	DET
spir-11248	47	39	systems	system	NOUN
spir-11248	47	40	.	.	PUNCT
spir-11248	48	1	societal	societal	ADJ
spir-11248	48	2	expectations	expectation	NOUN
spir-11248	48	3	that	that	SCONJ
spir-11248	48	4	we	we	PRON
spir-11248	48	5	can	can	AUX
spir-11248	48	6	create	create	VERB
spir-11248	48	7	‘	'	PUNCT
spir-11248	48	8	ethical	ethical	ADJ
spir-11248	48	9	ai	ai	NOUN
spir-11248	48	10	’	'	PUNCT
spir-11248	48	11	currently	currently	ADV
spir-11248	48	12	acts	act	VERB
spir-11248	48	13	as	as	ADP
spir-11248	48	14	a	a	DET
spir-11248	48	15	generic	generic	ADJ
spir-11248	48	16	discourse	discourse	NOUN
spir-11248	48	17	for	for	ADP
spir-11248	48	18	reassuring	reassure	VERB
spir-11248	48	19	investors	investor	NOUN
spir-11248	48	20	,	,	PUNCT
spir-11248	48	21	governments	government	NOUN
spir-11248	48	22	and	and	CCONJ
spir-11248	48	23	users	user	NOUN
spir-11248	48	24	.	.	PUNCT
spir-11248	49	1	it	it	PRON
spir-11248	49	2	is	be	AUX
spir-11248	49	3	crucial	crucial	ADJ
spir-11248	49	4	that	that	SCONJ
spir-11248	49	5	we	we	PRON
spir-11248	49	6	move	move	VERB
spir-11248	49	7	beyond	beyond	ADP
spir-11248	49	8	this	this	PRON
spir-11248	49	9	to	to	ADP
spir-11248	49	10	effective	effective	ADJ
spir-11248	49	11	solutions	solution	NOUN
spir-11248	49	12	to	to	ADP
spir-11248	49	13	specific	specific	ADJ
spir-11248	49	14	challenges	challenge	NOUN
spir-11248	49	15	,	,	PUNCT
spir-11248	49	16	including	include	VERB
spir-11248	49	17	how	how	SCONJ
spir-11248	49	18	data	datum	NOUN
spir-11248	49	19	is	be	AUX
spir-11248	49	20	used	use	VERB
spir-11248	49	21	by	by	ADP
spir-11248	49	22	ai	ai	PROPN
spir-11248	49	23	systems	system	NOUN
spir-11248	49	24	,	,	PUNCT
spir-11248	49	25	the	the	DET
spir-11248	49	26	conditions	condition	NOUN
spir-11248	49	27	under	under	ADP
spir-11248	49	28	which	which	PRON
spir-11248	49	29	human	human	ADJ
spir-11248	49	30	workers	worker	NOUN
spir-11248	49	31	develop	develop	VERB
spir-11248	49	32	and	and	CCONJ
spir-11248	49	33	deploy	deploy	VERB
spir-11248	49	34	ai	ai	NOUN
spir-11248	49	35	,	,	PUNCT
spir-11248	49	36	and	and	CCONJ
spir-11248	49	37	the	the	DET
spir-11248	49	38	differentials	differential	NOUN
spir-11248	49	39	impacts	impact	NOUN
spir-11248	49	40	of	of	ADP
spir-11248	49	41	ai	ai	ADJ
spir-11248	49	42	systems	system	NOUN
spir-11248	49	43	on	on	ADP
spir-11248	49	44	users	user	NOUN
spir-11248	49	45	.	.	PUNCT
spir-11248	50	1	the	the	DET
spir-11248	50	2	gap	gap	NOUN
spir-11248	50	3	between	between	ADP
spir-11248	50	4	societal	societal	ADJ
spir-11248	50	5	expectations	expectation	NOUN
spir-11248	50	6	of	of	ADP
spir-11248	50	7	ethical	ethical	ADJ
spir-11248	50	8	ai	ai	VERB
spir-11248	50	9	in	in	ADP
spir-11248	50	10	discourse	discourse	NOUN
spir-11248	50	11	and	and	CCONJ
spir-11248	50	12	its	its	PRON
spir-11248	50	13	practical	practical	ADJ
spir-11248	50	14	development	development	NOUN
spir-11248	50	15	will	will	AUX
spir-11248	50	16	remain	remain	VERB
spir-11248	50	17	until	until	SCONJ
spir-11248	50	18	we	we	PRON
spir-11248	50	19	accept	accept	VERB
spir-11248	50	20	the	the	DET
spir-11248	50	21	limitations	limitation	NOUN
spir-11248	50	22	of	of	ADP
spir-11248	50	23	ai	ai	VERB
spir-11248	50	24	in	in	ADP
spir-11248	50	25	complex	complex	ADJ
spir-11248	50	26	social	social	ADJ
spir-11248	50	27	contexts	context	NOUN
spir-11248	50	28	and	and	CCONJ
spir-11248	50	29	recognise	recognise	VERB
spir-11248	50	30	that	that	SCONJ
spir-11248	50	31	non	non	ADJ
spir-11248	50	32	-	-	ADJ
spir-11248	50	33	technological	technological	ADJ
spir-11248	50	34	solutions	solution	NOUN
spir-11248	50	35	,	,	PUNCT
spir-11248	50	36	such	such	ADJ
spir-11248	50	37	as	as	ADP
spir-11248	50	38	robust	robust	ADJ
spir-11248	50	39	governance	governance	NOUN
spir-11248	50	40	mechanisms	mechanism	NOUN
spir-11248	50	41	and	and	CCONJ
spir-11248	50	42	empowered	empower	VERB
spir-11248	50	43	human	human	ADJ
spir-11248	50	44	workers	worker	NOUN
spir-11248	50	45	,	,	PUNCT
spir-11248	50	46	are	be	AUX
spir-11248	50	47	required	require	VERB
spir-11248	50	48	to	to	PART
spir-11248	50	49	make	make	VERB
spir-11248	50	50	ai	ai	AUX
spir-11248	50	51	work	work	NOUN
spir-11248	50	52	ethically	ethically	ADV
spir-11248	50	53	.	.	PUNCT
spir-11248	51	1	the	the	DET
spir-11248	51	2	latter	latter	ADJ
spir-11248	51	3	is	be	AUX
spir-11248	51	4	as	as	ADV
spir-11248	51	5	much	much	ADJ
spir-11248	51	6	a	a	DET
spir-11248	51	7	social	social	ADJ
spir-11248	51	8	and	and	CCONJ
spir-11248	51	9	regulatory	regulatory	ADJ
spir-11248	51	10	question	question	NOUN
spir-11248	51	11	as	as	ADP
spir-11248	51	12	an	an	DET
spir-11248	51	13	ethical	ethical	ADJ
spir-11248	51	14	one	one	NUM
spir-11248	51	15	.	.	PUNCT
spir-11248	52	1	a	a	DET
spir-11248	52	2	full	full	ADJ
spir-11248	52	3	paper	paper	NOUN
spir-11248	52	4	is	be	AUX
spir-11248	52	5	available	available	ADJ
spir-11248	52	6	in	in	ADP
spir-11248	52	7	big	big	ADJ
spir-11248	52	8	data	datum	NOUN
spir-11248	52	9	and	and	CCONJ
spir-11248	52	10	society	society	NOUN
spir-11248	52	11	.	.	PUNCT
spir-11248	53	1	references	reference	NOUN
spir-11248	53	2	borup	borup	NOUN
spir-11248	53	3	,	,	PUNCT
spir-11248	53	4	m.	m.	NOUN
spir-11248	53	5	,	,	PUNCT
spir-11248	53	6	brown	brown	PROPN
spir-11248	53	7	,	,	PUNCT
spir-11248	53	8	n.	n.	PROPN
spir-11248	53	9	,	,	PUNCT
spir-11248	53	10	konrad	konrad	PROPN
spir-11248	53	11	,	,	PUNCT
spir-11248	53	12	k.	k.	PROPN
spir-11248	53	13	&	&	CCONJ
spir-11248	53	14	van	van	PROPN
spir-11248	53	15	lente	lente	PROPN
spir-11248	53	16	,	,	PUNCT
spir-11248	53	17	h.	h.	PROPN
spir-11248	53	18	2006	2006	NUM
spir-11248	53	19	.	.	PUNCT
spir-11248	54	1	the	the	DET
spir-11248	54	2	sociology	sociology	NOUN
spir-11248	54	3	of	of	ADP
spir-11248	54	4	expectations	expectation	NOUN
spir-11248	54	5	in	in	ADP
spir-11248	54	6	science	science	NOUN
spir-11248	54	7	and	and	CCONJ
spir-11248	54	8	technology	technology	NOUN
spir-11248	54	9	.	.	PUNCT
spir-11248	55	1	technology	technology	NOUN
spir-11248	55	2	analysis	analysis	NOUN
spir-11248	55	3	&	&	CCONJ
spir-11248	55	4	strategic	strategic	ADJ
spir-11248	55	5	management	management	NOUN
spir-11248	55	6	,	,	PUNCT
spir-11248	55	7	18	18	NUM
spir-11248	55	8	,	,	PUNCT
spir-11248	55	9	285	285	NUM
spir-11248	55	10	-	-	SYM
spir-11248	55	11	298	298	NUM
spir-11248	55	12	.	.	PUNCT
spir-11248	56	1	mackenzie	mackenzie	NOUN
spir-11248	56	2	,	,	PUNCT
spir-11248	56	3	d.	d.	PROPN
spir-11248	56	4	2008	2008	NUM
spir-11248	56	5	.	.	PUNCT
spir-11248	57	1	an	an	DET
spir-11248	57	2	engine	engine	NOUN
spir-11248	57	3	,	,	PUNCT
spir-11248	57	4	not	not	PART
spir-11248	57	5	a	a	DET
spir-11248	57	6	camera	camera	NOUN
spir-11248	57	7	.	.	PUNCT
spir-11248	58	1	how	how	SCONJ
spir-11248	58	2	financial	financial	ADJ
spir-11248	58	3	models	model	NOUN
spir-11248	58	4	shape	shape	VERB
spir-11248	58	5	markets	market	NOUN
spir-11248	58	6	,	,	PUNCT
spir-11248	58	7	cambridge	cambridge	PROPN
spir-11248	58	8	,	,	PUNCT
spir-11248	58	9	ma	ma	PROPN
spir-11248	58	10	,	,	PUNCT
spir-11248	58	11	mit	mit	PROPN
spir-11248	58	12	press	press	NOUN
spir-11248	58	13	.	.	PUNCT
spir-11248	59	1	pollock	pollock	NOUN
spir-11248	59	2	,	,	PUNCT
spir-11248	59	3	n.	n.	PROPN
spir-11248	59	4	and	and	CCONJ
spir-11248	59	5	williams	williams	PROPN
spir-11248	59	6	,	,	PUNCT
spir-11248	59	7	r.	r.	PROPN
spir-11248	59	8	2016	2016	NUM
spir-11248	59	9	.	.	PUNCT
spir-11248	60	1	how	how	SCONJ
spir-11248	60	2	industry	industry	NOUN
spir-11248	60	3	analysts	analyst	NOUN
spir-11248	60	4	shape	shape	VERB
spir-11248	60	5	the	the	DET
spir-11248	60	6	digital	digital	ADJ
spir-11248	60	7	future	future	NOUN
spir-11248	60	8	,	,	PUNCT
spir-11248	60	9	oxford	oxford	PROPN
spir-11248	60	10	,	,	PUNCT
spir-11248	60	11	oxford	oxford	PROPN
spir-11248	60	12	university	university	PROPN
spir-11248	60	13	press	press	NOUN
spir-11248	60	14	.	.	PUNCT
spir-11248	61	1	van	van	PROPN
spir-11248	61	2	lente	lente	PROPN
spir-11248	61	3	,	,	PUNCT
spir-11248	61	4	h.	h.	PROPN
spir-11248	61	5	2012	2012	NUM
spir-11248	61	6	.	.	PUNCT
spir-11248	62	1	navigating	navigate	VERB
spir-11248	62	2	foresight	foresight	NOUN
spir-11248	62	3	in	in	ADP
spir-11248	62	4	a	a	DET
spir-11248	62	5	sea	sea	NOUN
spir-11248	62	6	of	of	ADP
spir-11248	62	7	expectations	expectation	NOUN
spir-11248	62	8	:	:	PUNCT
spir-11248	62	9	lessons	lesson	NOUN
spir-11248	62	10	from	from	ADP
spir-11248	62	11	the	the	DET
spir-11248	62	12	sociology	sociology	NOUN
spir-11248	62	13	of	of	ADP
spir-11248	62	14	expectations	expectation	NOUN
spir-11248	62	15	.	.	PUNCT
spir-11248	63	1	technology	technology	NOUN
spir-11248	63	2	analysis	analysis	NOUN
spir-11248	63	3	&	&	CCONJ
spir-11248	63	4	strategic	strategic	ADJ
spir-11248	63	5	management	management	NOUN
spir-11248	63	6	,	,	PUNCT
spir-11248	63	7	24	24	NUM
spir-11248	63	8	,	,	PUNCT
spir-11248	63	9	769	769	NUM
spir-11248	63	10	-	-	SYM
spir-11248	63	11	782	782	NUM
spir-11248	63	12	.	.	PUNCT
spir-11248	64	1	van	van	PROPN
spir-11248	64	2	lente	lente	PROPN
spir-11248	64	3	,	,	PUNCT
spir-11248	64	4	h.	h.	PROPN
spir-11248	64	5	,	,	PUNCT
spir-11248	64	6	spitters	spitter	NOUN
spir-11248	64	7	,	,	PUNCT
spir-11248	64	8	c.	c.	NOUN
spir-11248	64	9	and	and	CCONJ
spir-11248	64	10	peine	peine	PROPN
spir-11248	64	11	,	,	PUNCT
spir-11248	64	12	a.	a.	NOUN
spir-11248	64	13	2013	2013	NUM
spir-11248	64	14	.	.	PUNCT
spir-11248	65	1	comparing	compare	VERB
spir-11248	65	2	technological	technological	ADJ
spir-11248	65	3	hype	hype	NOUN
spir-11248	65	4	cycles	cycle	NOUN
spir-11248	65	5	:	:	PUNCT
spir-11248	65	6	towards	towards	ADP
spir-11248	65	7	a	a	DET
spir-11248	65	8	theory	theory	NOUN
spir-11248	65	9	.	.	PUNCT
spir-11248	66	1	technological	technological	ADJ
spir-11248	66	2	forecasting	forecasting	NOUN
spir-11248	66	3	and	and	CCONJ
spir-11248	66	4	social	social	ADJ
spir-11248	66	5	change	change	NOUN
spir-11248	66	6	,	,	PUNCT
spir-11248	66	7	80	80	NUM
spir-11248	66	8	,	,	PUNCT
spir-11248	66	9	16151628	16151628	NUM
spir-11248	66	10	.	.	PUNCT