id	sid	tid	token	lemma	pos
spir-11943	1	1	microsoft	microsoft	PROPN
spir-11943	1	2	word	word	PROPN
spir-11943	1	3	hintz	hintz	PROPN
spir-11943	1	4	-	-	PUNCT
spir-11943	1	5	towards	towards	ADP
spir-11943	1	6	civic	civic	ADJ
spir-11943	1	7	participation	participation	NOUN
spir-11943	1	8	in	in	ADP
spir-11943	1	9	the	the	DET
spir-11943	1	10	datafied	datafie	VERB
spir-11943	1	11	society	society	NOUN
spir-11943	1	12	-	-	PUNCT
spir-11943	1	13	towards	towards	ADP
spir-11943	1	14	civic	civic	ADJ
spir-11943	1	15	participation	participation	NOUN
spir-11943	1	16	in	in	ADP
spir-11943	1	17	the	the	DET
spir-11943	1	18	datafied	datafie	VERB
spir-11943	1	19	society.docx	society.docx	NUM
spir-11943	1	20	selected	select	VERB
spir-11943	1	21	papers	paper	NOUN
spir-11943	1	22	of	of	ADP
spir-11943	1	23	#	#	SYM
spir-11943	1	24	aoir2021	aoir2021	NOUN
spir-11943	1	25	:	:	PUNCT
spir-11943	1	26	the	the	DET
spir-11943	1	27	22nd	22nd	ADJ
spir-11943	1	28	annual	annual	ADJ
spir-11943	1	29	conference	conference	NOUN
spir-11943	1	30	of	of	ADP
spir-11943	1	31	the	the	DET
spir-11943	1	32	association	association	NOUN
spir-11943	1	33	of	of	ADP
spir-11943	1	34	internet	internet	NOUN
spir-11943	1	35	researchers	researcher	NOUN
spir-11943	1	36	virtual	virtual	ADJ
spir-11943	1	37	event	event	NOUN
spir-11943	1	38	/	/	SYM
spir-11943	1	39	13	13	NUM
spir-11943	1	40	-	-	SYM
spir-11943	1	41	16	16	NUM
spir-11943	1	42	oct	oct	PROPN
spir-11943	1	43	2021	2021	NUM
spir-11943	1	44	suggested	suggest	VERB
spir-11943	1	45	citation	citation	NOUN
spir-11943	1	46	(	(	PUNCT
spir-11943	1	47	apa	apa	PROPN
spir-11943	1	48	):	):	PUNCT
spir-11943	1	49	hintz	hintz	PROPN
spir-11943	1	50	,	,	PUNCT
spir-11943	1	51	a.	a.	NOUN
spir-11943	1	52	(	(	PUNCT
spir-11943	1	53	2021	2021	NUM
spir-11943	1	54	,	,	PUNCT
spir-11943	1	55	october	october	PROPN
spir-11943	1	56	)	)	PUNCT
spir-11943	1	57	.	.	PUNCT
spir-11943	2	1	towards	towards	ADP
spir-11943	2	2	civic	civic	ADJ
spir-11943	2	3	participation	participation	NOUN
spir-11943	2	4	in	in	ADP
spir-11943	2	5	the	the	DET
spir-11943	2	6	datafied	datafied	ADJ
spir-11943	2	7	society	society	NOUN
spir-11943	2	8	:	:	PUNCT
spir-11943	2	9	can	can	AUX
spir-11943	2	10	citizen	citizen	NOUN
spir-11943	2	11	assemblies	assembly	NOUN
spir-11943	2	12	democratize	democratize	VERB
spir-11943	2	13	algorithmic	algorithmic	ADJ
spir-11943	2	14	governance	governance	NOUN
spir-11943	2	15	?	?	PUNCT
spir-11943	3	1	paper	paper	NOUN
spir-11943	3	2	presented	present	VERB
spir-11943	3	3	at	at	ADP
spir-11943	3	4	aoir	aoir	NOUN
spir-11943	3	5	2021	2021	NUM
spir-11943	3	6	:	:	PUNCT
spir-11943	3	7	the	the	DET
spir-11943	3	8	22nd	22nd	ADJ
spir-11943	3	9	annual	annual	ADJ
spir-11943	3	10	conference	conference	NOUN
spir-11943	3	11	of	of	ADP
spir-11943	3	12	the	the	DET
spir-11943	3	13	association	association	NOUN
spir-11943	3	14	of	of	ADP
spir-11943	3	15	internet	internet	NOUN
spir-11943	3	16	researchers	researcher	NOUN
spir-11943	3	17	.	.	PUNCT
spir-11943	4	1	virtual	virtual	ADJ
spir-11943	4	2	event	event	NOUN
spir-11943	4	3	:	:	PUNCT
spir-11943	4	4	aoir	aoir	NOUN
spir-11943	4	5	.	.	PUNCT
spir-11943	4	6	retrieved	retrieve	VERB
spir-11943	4	7	from	from	ADP
spir-11943	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11943	4	9	.	.	PUNCT
spir-11943	4	10	towards	towards	ADP
spir-11943	4	11	civic	civic	ADJ
spir-11943	4	12	participation	participation	NOUN
spir-11943	4	13	in	in	ADP
spir-11943	4	14	the	the	DET
spir-11943	4	15	datafied	datafied	ADJ
spir-11943	4	16	society	society	NOUN
spir-11943	4	17	:	:	PUNCT
spir-11943	4	18	can	can	AUX
spir-11943	4	19	citizen	citizen	NOUN
spir-11943	4	20	assemblies	assembly	NOUN
spir-11943	4	21	democratize	democratize	VERB
spir-11943	4	22	algorithmic	algorithmic	ADJ
spir-11943	4	23	governance	governance	NOUN
spir-11943	4	24	?	?	PUNCT
spir-11943	5	1	arne	arne	ADJ
spir-11943	5	2	hintz	hintz	PROPN
spir-11943	5	3	cardiff	cardiff	PROPN
spir-11943	5	4	university	university	NOUN
spir-11943	5	5	citizens	citizen	NOUN
spir-11943	5	6	are	be	AUX
spir-11943	5	7	increasingly	increasingly	ADV
spir-11943	5	8	assessed	assess	VERB
spir-11943	5	9	,	,	PUNCT
spir-11943	5	10	profiled	profile	VERB
spir-11943	5	11	and	and	CCONJ
spir-11943	5	12	categorized	categorize	VERB
spir-11943	5	13	according	accord	VERB
spir-11943	5	14	to	to	ADP
spir-11943	5	15	data	datum	NOUN
spir-11943	5	16	assemblages	assemblage	NOUN
spir-11943	5	17	.	.	PUNCT
spir-11943	6	1	government	government	NOUN
spir-11943	6	2	and	and	CCONJ
spir-11943	6	3	public	public	ADJ
spir-11943	6	4	sector	sector	NOUN
spir-11943	6	5	institutions	institution	NOUN
spir-11943	6	6	are	be	AUX
spir-11943	6	7	using	use	VERB
spir-11943	6	8	data	datum	NOUN
spir-11943	6	9	analytics	analytic	NOUN
spir-11943	6	10	to	to	PART
spir-11943	6	11	rate	rate	VERB
spir-11943	6	12	and	and	CCONJ
spir-11943	6	13	rank	rank	NOUN
spir-11943	6	14	citizens	citizen	NOUN
spir-11943	6	15	,	,	PUNCT
spir-11943	6	16	households	household	NOUN
spir-11943	6	17	and	and	CCONJ
spir-11943	6	18	communities	community	NOUN
spir-11943	6	19	and	and	CCONJ
spir-11943	6	20	allocate	allocate	ADJ
spir-11943	6	21	services	service	NOUN
spir-11943	6	22	accordingly	accordingly	ADV
spir-11943	6	23	(	(	PUNCT
spir-11943	6	24	eubanks	eubank	NOUN
spir-11943	6	25	2018	2018	NUM
spir-11943	6	26	,	,	PUNCT
spir-11943	6	27	yeung	yeung	PROPN
spir-11943	6	28	2018	2018	NUM
spir-11943	6	29	)	)	PUNCT
spir-11943	6	30	.	.	PUNCT
spir-11943	7	1	data	datum	NOUN
spir-11943	7	2	scores	score	NOUN
spir-11943	7	3	are	be	AUX
spir-11943	7	4	emerging	emerge	VERB
spir-11943	7	5	as	as	ADP
spir-11943	7	6	prominent	prominent	ADJ
spir-11943	7	7	mechanism	mechanism	NOUN
spir-11943	7	8	for	for	ADP
spir-11943	7	9	government	government	NOUN
spir-11943	7	10	institutions	institution	NOUN
spir-11943	7	11	to	to	PART
spir-11943	7	12	focus	focus	VERB
spir-11943	7	13	social	social	ADJ
spir-11943	7	14	services	service	NOUN
spir-11943	7	15	and	and	CCONJ
spir-11943	7	16	interventions	intervention	NOUN
spir-11943	7	17	,	,	PUNCT
spir-11943	7	18	guide	guide	VERB
spir-11943	7	19	policing	policing	NOUN
spir-11943	7	20	,	,	PUNCT
spir-11943	7	21	regulate	regulate	VERB
spir-11943	7	22	people	people	NOUN
spir-11943	7	23	’s	’s	PART
spir-11943	7	24	movements	movement	NOUN
spir-11943	7	25	,	,	PUNCT
spir-11943	7	26	and	and	CCONJ
spir-11943	7	27	affect	affect	VERB
spir-11943	7	28	people	people	NOUN
spir-11943	7	29	’s	’s	PART
spir-11943	7	30	well	well	ADV
spir-11943	7	31	-	-	PUNCT
spir-11943	7	32	being	being	NOUN
spir-11943	7	33	and	and	CCONJ
spir-11943	7	34	living	living	NOUN
spir-11943	7	35	conditions	condition	NOUN
spir-11943	7	36	(	(	PUNCT
spir-11943	7	37	citron	citron	NOUN
spir-11943	7	38	and	and	CCONJ
spir-11943	7	39	pasquale	pasquale	NOUN
spir-11943	7	40	2014	2014	NUM
spir-11943	7	41	,	,	PUNCT
spir-11943	7	42	dencik	dencik	VERB
spir-11943	7	43	et	et	PROPN
spir-11943	7	44	al	al	PROPN
spir-11943	7	45	2019	2019	NUM
spir-11943	7	46	)	)	PUNCT
spir-11943	7	47	.	.	PUNCT
spir-11943	8	1	increasingly	increasingly	ADV
spir-11943	8	2	,	,	PUNCT
spir-11943	8	3	state	state	NOUN
spir-11943	8	4	-	-	PUNCT
spir-11943	8	5	citizen	citizen	NOUN
spir-11943	8	6	relations	relation	NOUN
spir-11943	8	7	are	be	AUX
spir-11943	8	8	thus	thus	ADV
spir-11943	8	9	affected	affect	VERB
spir-11943	8	10	by	by	ADP
spir-11943	8	11	algorithmic	algorithmic	ADJ
spir-11943	8	12	decision	decision	NOUN
spir-11943	8	13	-	-	PUNCT
spir-11943	8	14	making	making	NOUN
spir-11943	8	15	.	.	PUNCT
spir-11943	9	1	yet	yet	CCONJ
spir-11943	9	2	this	this	PRON
spir-11943	9	3	happens	happen	VERB
spir-11943	9	4	largely	largely	ADV
spir-11943	9	5	without	without	ADP
spir-11943	9	6	people	people	NOUN
spir-11943	9	7	’s	’s	PART
spir-11943	9	8	knowledge	knowledge	NOUN
spir-11943	9	9	and	and	CCONJ
spir-11943	9	10	without	without	ADP
spir-11943	9	11	avenues	avenue	NOUN
spir-11943	9	12	to	to	PART
spir-11943	9	13	meaningfully	meaningfully	ADV
spir-11943	9	14	engage	engage	VERB
spir-11943	9	15	and	and	CCONJ
spir-11943	9	16	intervene	intervene	VERB
spir-11943	9	17	.	.	PUNCT
spir-11943	10	1	while	while	SCONJ
spir-11943	10	2	citizens	citizen	NOUN
spir-11943	10	3	become	become	VERB
spir-11943	10	4	infinitely	infinitely	ADV
spir-11943	10	5	knowable	knowable	ADJ
spir-11943	10	6	,	,	PUNCT
spir-11943	10	7	they	they	PRON
spir-11943	10	8	have	have	VERB
spir-11943	10	9	little	little	ADJ
spir-11943	10	10	ability	ability	NOUN
spir-11943	10	11	to	to	PART
spir-11943	10	12	interrogate	interrogate	VERB
spir-11943	10	13	and	and	CCONJ
spir-11943	10	14	challenge	challenge	VERB
spir-11943	10	15	the	the	DET
spir-11943	10	16	use	use	NOUN
spir-11943	10	17	of	of	ADP
spir-11943	10	18	their	their	PRON
spir-11943	10	19	data	datum	NOUN
spir-11943	10	20	.	.	PUNCT
spir-11943	11	1	this	this	PRON
spir-11943	11	2	raises	raise	VERB
spir-11943	11	3	significant	significant	ADJ
spir-11943	11	4	challenges	challenge	NOUN
spir-11943	11	5	for	for	ADP
spir-11943	11	6	democratic	democratic	ADJ
spir-11943	11	7	processes	process	NOUN
spir-11943	11	8	,	,	PUNCT
spir-11943	11	9	active	active	ADJ
spir-11943	11	10	citizenship	citizenship	NOUN
spir-11943	11	11	and	and	CCONJ
spir-11943	11	12	public	public	ADJ
spir-11943	11	13	participation	participation	NOUN
spir-11943	11	14	(	(	PUNCT
spir-11943	11	15	hintz	hintz	X
spir-11943	11	16	et	et	NOUN
spir-11943	11	17	al	al	PROPN
spir-11943	11	18	2019	2019	NUM
spir-11943	11	19	)	)	PUNCT
spir-11943	11	20	.	.	PUNCT
spir-11943	12	1	how	how	SCONJ
spir-11943	12	2	,	,	PUNCT
spir-11943	12	3	then	then	ADV
spir-11943	12	4	,	,	PUNCT
spir-11943	12	5	do	do	AUX
spir-11943	12	6	we	we	PRON
spir-11943	12	7	participate	participate	VERB
spir-11943	12	8	as	as	ADP
spir-11943	12	9	citizens	citizen	NOUN
spir-11943	12	10	in	in	ADP
spir-11943	12	11	a	a	DET
spir-11943	12	12	society	society	NOUN
spir-11943	12	13	in	in	ADP
spir-11943	12	14	which	which	PRON
spir-11943	12	15	we	we	PRON
spir-11943	12	16	are	be	AUX
spir-11943	12	17	assessed	assess	VERB
spir-11943	12	18	and	and	CCONJ
spir-11943	12	19	categorized	categorize	VERB
spir-11943	12	20	according	accord	VERB
spir-11943	12	21	to	to	ADP
spir-11943	12	22	data	datum	NOUN
spir-11943	12	23	analytics	analytic	NOUN
spir-11943	12	24	which	which	PRON
spir-11943	12	25	we	we	PRON
spir-11943	12	26	do	do	AUX
spir-11943	12	27	not	not	PART
spir-11943	12	28	understand	understand	VERB
spir-11943	12	29	?	?	PUNCT
spir-11943	13	1	how	how	SCONJ
spir-11943	13	2	do	do	AUX
spir-11943	13	3	we	we	PRON
spir-11943	13	4	intervene	intervene	VERB
spir-11943	13	5	into	into	ADP
spir-11943	13	6	algorithmic	algorithmic	ADJ
spir-11943	13	7	governance	governance	NOUN
spir-11943	13	8	processes	process	NOUN
spir-11943	13	9	and	and	CCONJ
spir-11943	13	10	affect	affect	VERB
spir-11943	13	11	the	the	DET
spir-11943	13	12	development	development	NOUN
spir-11943	13	13	and	and	CCONJ
spir-11943	13	14	management	management	NOUN
spir-11943	13	15	of	of	ADP
spir-11943	13	16	the	the	DET
spir-11943	13	17	very	very	ADV
spir-11943	13	18	data	datum	NOUN
spir-11943	13	19	systems	system	NOUN
spir-11943	13	20	that	that	PRON
spir-11943	13	21	increasingly	increasingly	ADV
spir-11943	13	22	organize	organize	VERB
spir-11943	13	23	society	society	NOUN
spir-11943	13	24	?	?	PUNCT
spir-11943	14	1	how	how	SCONJ
spir-11943	14	2	do	do	AUX
spir-11943	14	3	we	we	PRON
spir-11943	14	4	develop	develop	VERB
spir-11943	14	5	new	new	ADJ
spir-11943	14	6	democratic	democratic	ADJ
spir-11943	14	7	practices	practice	NOUN
spir-11943	14	8	to	to	PART
spir-11943	14	9	ensure	ensure	VERB
spir-11943	14	10	participation	participation	NOUN
spir-11943	14	11	,	,	PUNCT
spir-11943	14	12	transparency	transparency	NOUN
spir-11943	14	13	and	and	CCONJ
spir-11943	14	14	accountability	accountability	NOUN
spir-11943	14	15	?	?	PUNCT
spir-11943	15	1	citizen	citizen	NOUN
spir-11943	15	2	assemblies	assembly	NOUN
spir-11943	15	3	,	,	PUNCT
spir-11943	15	4	citizen	citizen	NOUN
spir-11943	15	5	juries	jury	NOUN
spir-11943	15	6	,	,	PUNCT
spir-11943	15	7	deliberative	deliberative	ADJ
spir-11943	15	8	polls	poll	NOUN
spir-11943	15	9	and	and	CCONJ
spir-11943	15	10	other	other	ADJ
spir-11943	15	11	models	model	NOUN
spir-11943	15	12	of	of	ADP
spir-11943	15	13	public	public	ADJ
spir-11943	15	14	engagement	engagement	NOUN
spir-11943	15	15	and	and	CCONJ
spir-11943	15	16	deliberation	deliberation	NOUN
spir-11943	15	17	offer	offer	VERB
spir-11943	15	18	opportunities	opportunity	NOUN
spir-11943	15	19	for	for	ADP
spir-11943	15	20	advancing	advance	VERB
spir-11943	15	21	citizen	citizen	NOUN
spir-11943	15	22	voices	voice	NOUN
spir-11943	15	23	outside	outside	ADV
spir-11943	15	24	and	and	CCONJ
spir-11943	15	25	beyond	beyond	ADP
spir-11943	15	26	classic	classic	ADJ
spir-11943	15	27	electoral	electoral	ADJ
spir-11943	15	28	procedures	procedure	NOUN
spir-11943	15	29	.	.	PUNCT
spir-11943	16	1	while	while	SCONJ
spir-11943	16	2	distinct	distinct	ADJ
spir-11943	16	3	in	in	ADP
spir-11943	16	4	their	their	PRON
spir-11943	16	5	specific	specific	ADJ
spir-11943	16	6	implementation	implementation	NOUN
spir-11943	16	7	(	(	PUNCT
spir-11943	16	8	i.e.	i.e.	X
spir-11943	16	9	,	,	PUNCT
spir-11943	16	10	their	their	PRON
spir-11943	16	11	size	size	NOUN
spir-11943	16	12	,	,	PUNCT
spir-11943	16	13	goals	goal	NOUN
spir-11943	16	14	,	,	PUNCT
spir-11943	16	15	policy	policy	NOUN
spir-11943	16	16	focus	focus	NOUN
spir-11943	16	17	,	,	PUNCT
spir-11943	16	18	etc	etc	X
spir-11943	16	19	.	.	X
spir-11943	16	20	)	)	PUNCT
spir-11943	16	21	,	,	PUNCT
spir-11943	16	22	they	they	PRON
spir-11943	16	23	share	share	VERB
spir-11943	16	24	an	an	DET
spir-11943	16	25	approach	approach	NOUN
spir-11943	16	26	of	of	ADP
spir-11943	16	27	bringing	bring	VERB
spir-11943	16	28	together	together	ADV
spir-11943	16	29	a	a	DET
spir-11943	16	30	small	small	ADJ
spir-11943	16	31	selection	selection	NOUN
spir-11943	16	32	of	of	ADP
spir-11943	16	33	the	the	DET
spir-11943	16	34	population	population	NOUN
spir-11943	16	35	for	for	ADP
spir-11943	16	36	deliberation	deliberation	NOUN
spir-11943	16	37	on	on	ADP
spir-11943	16	38	key	key	ADJ
spir-11943	16	39	issues	issue	NOUN
spir-11943	16	40	that	that	PRON
spir-11943	16	41	society	society	NOUN
spir-11943	16	42	is	be	AUX
spir-11943	16	43	facing	face	VERB
spir-11943	16	44	(	(	PUNCT
spir-11943	16	45	smith	smith	PROPN
spir-11943	16	46	2009	2009	NUM
spir-11943	16	47	;	;	PUNCT
spir-11943	16	48	escobar	escobar	PROPN
spir-11943	16	49	&	&	CCONJ
spir-11943	16	50	elstub	elstub	PROPN
spir-11943	16	51	2017	2017	NUM
spir-11943	16	52	)	)	PUNCT
spir-11943	16	53	.	.	PUNCT
spir-11943	17	1	they	they	PRON
spir-11943	17	2	have	have	AUX
spir-11943	17	3	successfully	successfully	ADV
spir-11943	17	4	been	be	AUX
spir-11943	17	5	applied	apply	VERB
spir-11943	17	6	to	to	PART
spir-11943	17	7	discuss	discuss	VERB
spir-11943	17	8	problems	problem	NOUN
spir-11943	17	9	and	and	CCONJ
spir-11943	17	10	develop	develop	VERB
spir-11943	17	11	shared	shared	ADJ
spir-11943	17	12	norms	norm	NOUN
spir-11943	17	13	and	and	CCONJ
spir-11943	17	14	policy	policy	NOUN
spir-11943	17	15	solutions	solution	NOUN
spir-11943	17	16	across	across	ADP
spir-11943	17	17	a	a	DET
spir-11943	17	18	growing	grow	VERB
spir-11943	17	19	range	range	NOUN
spir-11943	17	20	of	of	ADP
spir-11943	17	21	thematic	thematic	ADJ
spir-11943	17	22	areas	area	NOUN
spir-11943	17	23	(	(	PUNCT
spir-11943	17	24	oecd	oecd	PROPN
spir-11943	17	25	2020	2020	NUM
spir-11943	17	26	)	)	PUNCT
spir-11943	17	27	.	.	PUNCT
spir-11943	18	1	those	those	DET
spir-11943	18	2	areas	area	NOUN
spir-11943	18	3	have	have	AUX
spir-11943	18	4	expanded	expand	VERB
spir-11943	18	5	to	to	ADP
spir-11943	18	6	questions	question	NOUN
spir-11943	18	7	of	of	ADP
spir-11943	18	8	data	datum	NOUN
spir-11943	18	9	and	and	CCONJ
spir-11943	18	10	ai	ai	VERB
spir-11943	18	11	.	.	PUNCT
spir-11943	19	1	in	in	ADP
spir-11943	19	2	the	the	DET
spir-11943	19	3	uk	uk	PROPN
spir-11943	19	4	,	,	PUNCT
spir-11943	19	5	the	the	DET
spir-11943	19	6	geographic	geographic	ADJ
spir-11943	19	7	focus	focus	NOUN
spir-11943	19	8	of	of	ADP
spir-11943	19	9	this	this	DET
spir-11943	19	10	study	study	NOUN
spir-11943	19	11	,	,	PUNCT
spir-11943	19	12	participatory	participatory	NOUN
spir-11943	19	13	and	and	CCONJ
spir-11943	19	14	deliberative	deliberative	ADJ
spir-11943	19	15	events	event	NOUN
spir-11943	19	16	have	have	AUX
spir-11943	19	17	included	include	VERB
spir-11943	19	18	(	(	PUNCT
spir-11943	19	19	in	in	ADP
spir-11943	19	20	the	the	DET
spir-11943	19	21	past	past	ADJ
spir-11943	19	22	two	two	NUM
spir-11943	19	23	years	year	NOUN
spir-11943	19	24	alone	alone	ADV
spir-11943	19	25	)	)	PUNCT
spir-11943	19	26	a	a	DET
spir-11943	19	27	citizens	citizen	NOUN
spir-11943	19	28	jury	jury	VERB
spir-11943	19	29	on	on	ADP
spir-11943	19	30	the	the	DET
spir-11943	19	31	use	use	NOUN
spir-11943	19	32	of	of	ADP
spir-11943	19	33	automated	automate	VERB
spir-11943	19	34	decision	decision	NOUN
spir-11943	19	35	-	-	PUNCT
spir-11943	19	36	making	making	NOUN
spir-11943	19	37	,	,	PUNCT
spir-11943	19	38	a	a	DET
spir-11943	19	39	citizens	citizen	NOUN
spir-11943	19	40	’	’	PART
spir-11943	19	41	summit	summit	NOUN
spir-11943	19	42	on	on	ADP
spir-11943	19	43	the	the	DET
spir-11943	19	44	use	use	NOUN
spir-11943	19	45	of	of	ADP
spir-11943	19	46	data	datum	NOUN
spir-11943	19	47	in	in	ADP
spir-11943	19	48	the	the	DET
spir-11943	19	49	health	health	NOUN
spir-11943	19	50	and	and	CCONJ
spir-11943	19	51	care	care	NOUN
spir-11943	19	52	sector	sector	NOUN
spir-11943	19	53	,	,	PUNCT
spir-11943	19	54	citizens	citizen	NOUN
spir-11943	19	55	juries	jury	NOUN
spir-11943	19	56	on	on	ADP
spir-11943	19	57	applications	application	NOUN
spir-11943	19	58	of	of	ADP
spir-11943	19	59	ai	ai	NOUN
spir-11943	19	60	in	in	ADP
spir-11943	19	61	criminal	criminal	ADJ
spir-11943	19	62	justice	justice	NOUN
spir-11943	19	63	,	,	PUNCT
spir-11943	19	64	recruitment	recruitment	NOUN
spir-11943	19	65	and	and	CCONJ
spir-11943	19	66	healthcare	healthcare	NOUN
spir-11943	19	67	,	,	PUNCT
spir-11943	19	68	and	and	CCONJ
spir-11943	19	69	a	a	DET
spir-11943	19	70	citizens	citizen	NOUN
spir-11943	19	71	’	’	PART
spir-11943	19	72	biometrics	biometric	NOUN
spir-11943	19	73	council	council	NOUN
spir-11943	19	74	on	on	ADP
spir-11943	19	75	the	the	DET
spir-11943	19	76	use	use	NOUN
spir-11943	19	77	of	of	ADP
spir-11943	19	78	facial	facial	ADJ
spir-11943	19	79	recognition	recognition	NOUN
spir-11943	19	80	technology	technology	NOUN
spir-11943	19	81	.	.	PUNCT
spir-11943	20	1	several	several	ADJ
spir-11943	20	2	of	of	ADP
spir-11943	20	3	these	these	DET
spir-11943	20	4	initiatives	initiative	NOUN
spir-11943	20	5	were	be	AUX
spir-11943	20	6	commissioned	commission	VERB
spir-11943	20	7	by	by	ADP
spir-11943	20	8	major	major	ADJ
spir-11943	20	9	oversight	oversight	NOUN
spir-11943	20	10	and	and	CCONJ
spir-11943	20	11	advisory	advisory	ADJ
spir-11943	20	12	institutions	institution	NOUN
spir-11943	20	13	,	,	PUNCT
spir-11943	20	14	such	such	ADJ
spir-11943	20	15	as	as	ADP
spir-11943	20	16	the	the	DET
spir-11943	20	17	royal	royal	ADJ
spir-11943	20	18	society	society	NOUN
spir-11943	20	19	and	and	CCONJ
spir-11943	20	20	the	the	DET
spir-11943	20	21	information	information	NOUN
spir-11943	20	22	commissioners	commissioner	NOUN
spir-11943	20	23	office	office	NOUN
spir-11943	20	24	,	,	PUNCT
spir-11943	20	25	and	and	CCONJ
spir-11943	20	26	are	be	AUX
spir-11943	20	27	thus	thus	ADV
spir-11943	20	28	closely	closely	ADV
spir-11943	20	29	related	relate	VERB
spir-11943	20	30	to	to	ADP
spir-11943	20	31	policy	policy	NOUN
spir-11943	20	32	development	development	NOUN
spir-11943	20	33	.	.	PUNCT
spir-11943	21	1	as	as	ADP
spir-11943	21	2	part	part	NOUN
spir-11943	21	3	of	of	ADP
spir-11943	21	4	a	a	DET
spir-11943	21	5	larger	large	ADJ
spir-11943	21	6	project	project	NOUN
spir-11943	21	7	on	on	ADP
spir-11943	21	8	‘	'	PUNCT
spir-11943	21	9	civic	civic	ADJ
spir-11943	21	10	participation	participation	NOUN
spir-11943	21	11	in	in	ADP
spir-11943	21	12	the	the	DET
spir-11943	21	13	scoring	scoring	NOUN
spir-11943	21	14	society	society	NOUN
spir-11943	21	15	’	'	PUNCT
spir-11943	21	16	,	,	PUNCT
spir-11943	21	17	based	base	VERB
spir-11943	21	18	at	at	ADP
spir-11943	21	19	the	the	DET
spir-11943	21	20	data	data	PROPN
spir-11943	21	21	justice	justice	NOUN
spir-11943	21	22	lab	lab	NOUN
spir-11943	21	23	at	at	ADP
spir-11943	21	24	cardiff	cardiff	PROPN
spir-11943	21	25	university	university	NOUN
spir-11943	21	26	,	,	PUNCT
spir-11943	21	27	we	we	PRON
spir-11943	21	28	have	have	AUX
spir-11943	21	29	examined	examine	VERB
spir-11943	21	30	different	different	ADJ
spir-11943	21	31	practices	practice	NOUN
spir-11943	21	32	for	for	ADP
spir-11943	21	33	enhancing	enhance	VERB
spir-11943	21	34	civic	civic	ADJ
spir-11943	21	35	engagement	engagement	NOUN
spir-11943	21	36	with	with	ADP
spir-11943	21	37	data	datum	NOUN
spir-11943	21	38	analytics	analytic	NOUN
spir-11943	21	39	.	.	PUNCT
spir-11943	22	1	the	the	DET
spir-11943	22	2	part	part	NOUN
spir-11943	22	3	of	of	ADP
spir-11943	22	4	the	the	DET
spir-11943	22	5	project	project	NOUN
spir-11943	22	6	that	that	PRON
spir-11943	22	7	is	be	AUX
spir-11943	22	8	discussed	discuss	VERB
spir-11943	22	9	in	in	ADP
spir-11943	22	10	this	this	DET
spir-11943	22	11	paper	paper	NOUN
spir-11943	22	12	draws	draw	VERB
spir-11943	22	13	on	on	ADP
spir-11943	22	14	findings	finding	NOUN
spir-11943	22	15	from	from	ADP
spir-11943	22	16	15	15	NUM
spir-11943	22	17	expert	expert	NOUN
spir-11943	22	18	interviews	interview	NOUN
spir-11943	22	19	conducted	conduct	VERB
spir-11943	22	20	between	between	ADP
spir-11943	22	21	june	june	PROPN
spir-11943	22	22	2019	2019	NUM
spir-11943	22	23	and	and	CCONJ
spir-11943	22	24	march	march	PROPN
spir-11943	22	25	2021	2021	NUM
spir-11943	22	26	with	with	ADP
spir-11943	22	27	members	member	NOUN
spir-11943	22	28	of	of	ADP
spir-11943	22	29	government	government	NOUN
spir-11943	22	30	,	,	PUNCT
spir-11943	22	31	civil	civil	ADJ
spir-11943	22	32	society	society	NOUN
spir-11943	22	33	organizations	organization	NOUN
spir-11943	22	34	and	and	CCONJ
spir-11943	22	35	providers	provider	NOUN
spir-11943	22	36	of	of	ADP
spir-11943	22	37	citizen	citizen	PROPN
spir-11943	22	38	engagement	engagement	PROPN
spir-11943	22	39	fora	fora	PROPN
spir-11943	22	40	;	;	PUNCT
spir-11943	22	41	extensive	extensive	ADJ
spir-11943	22	42	desk	desk	NOUN
spir-11943	22	43	research	research	NOUN
spir-11943	22	44	on	on	ADP
spir-11943	22	45	methods	method	NOUN
spir-11943	22	46	and	and	CCONJ
spir-11943	22	47	cases	case	NOUN
spir-11943	22	48	of	of	ADP
spir-11943	22	49	participatory	participatory	ADJ
spir-11943	22	50	initiatives	initiative	NOUN
spir-11943	22	51	;	;	PUNCT
spir-11943	22	52	and	and	CCONJ
spir-11943	22	53	a	a	DET
spir-11943	22	54	fact	fact	NOUN
spir-11943	22	55	-	-	PUNCT
spir-11943	22	56	finding	find	VERB
spir-11943	22	57	workshop	workshop	NOUN
spir-11943	22	58	with	with	ADP
spir-11943	22	59	representatives	representative	NOUN
spir-11943	22	60	of	of	ADP
spir-11943	22	61	relevant	relevant	ADJ
spir-11943	22	62	institutions	institution	NOUN
spir-11943	22	63	and	and	CCONJ
spir-11943	22	64	initiatives	initiative	NOUN
spir-11943	22	65	.	.	PUNCT
spir-11943	23	1	we	we	PRON
spir-11943	23	2	have	have	AUX
spir-11943	23	3	been	be	AUX
spir-11943	23	4	interested	interested	ADJ
spir-11943	23	5	in	in	ADP
spir-11943	23	6	the	the	DET
spir-11943	23	7	level	level	NOUN
spir-11943	23	8	of	of	ADP
spir-11943	23	9	participation	participation	NOUN
spir-11943	23	10	,	,	PUNCT
spir-11943	23	11	the	the	DET
spir-11943	23	12	decision	decision	NOUN
spir-11943	23	13	-	-	PUNCT
spir-11943	23	14	making	make	VERB
spir-11943	23	15	power	power	NOUN
spir-11943	23	16	and	and	CCONJ
spir-11943	23	17	the	the	DET
spir-11943	23	18	policy	policy	NOUN
spir-11943	23	19	impact	impact	NOUN
spir-11943	23	20	of	of	ADP
spir-11943	23	21	public	public	ADJ
spir-11943	23	22	engagement	engagement	NOUN
spir-11943	23	23	initiatives	initiative	NOUN
spir-11943	23	24	,	,	PUNCT
spir-11943	23	25	as	as	ADV
spir-11943	23	26	well	well	ADV
spir-11943	23	27	as	as	ADP
spir-11943	23	28	prospects	prospect	NOUN
spir-11943	23	29	for	for	ADP
spir-11943	23	30	institutionalizing	institutionalize	VERB
spir-11943	23	31	civic	civic	ADJ
spir-11943	23	32	participation	participation	NOUN
spir-11943	23	33	at	at	ADP
spir-11943	23	34	different	different	ADJ
spir-11943	23	35	levels	level	NOUN
spir-11943	23	36	of	of	ADP
spir-11943	23	37	decisionmaking	decisionmake	VERB
spir-11943	23	38	.	.	PUNCT
spir-11943	24	1	conceptually	conceptually	ADV
spir-11943	24	2	,	,	PUNCT
spir-11943	24	3	the	the	DET
spir-11943	24	4	study	study	NOUN
spir-11943	24	5	is	be	AUX
spir-11943	24	6	situated	situate	VERB
spir-11943	24	7	at	at	ADP
spir-11943	24	8	the	the	DET
spir-11943	24	9	intersection	intersection	NOUN
spir-11943	24	10	of	of	ADP
spir-11943	24	11	two	two	NUM
spir-11943	24	12	different	different	ADJ
spir-11943	24	13	areas	area	NOUN
spir-11943	24	14	of	of	ADP
spir-11943	24	15	research	research	NOUN
spir-11943	24	16	that	that	PRON
spir-11943	24	17	have	have	AUX
spir-11943	24	18	rarely	rarely	ADV
spir-11943	24	19	been	be	AUX
spir-11943	24	20	in	in	ADP
spir-11943	24	21	detailed	detailed	ADJ
spir-11943	24	22	conversation	conversation	NOUN
spir-11943	24	23	–	–	PUNCT
spir-11943	24	24	critical	critical	ADJ
spir-11943	24	25	data	datum	NOUN
spir-11943	24	26	studies	study	NOUN
spir-11943	24	27	and	and	CCONJ
spir-11943	24	28	democratic	democratic	ADJ
spir-11943	24	29	innovation	innovation	NOUN
spir-11943	24	30	.	.	PUNCT
spir-11943	25	1	critical	critical	ADJ
spir-11943	25	2	data	datum	NOUN
spir-11943	25	3	studies	study	NOUN
spir-11943	25	4	has	have	AUX
spir-11943	25	5	explored	explore	VERB
spir-11943	25	6	the	the	DET
spir-11943	25	7	role	role	NOUN
spir-11943	25	8	of	of	ADP
spir-11943	25	9	data	datum	NOUN
spir-11943	25	10	in	in	ADP
spir-11943	25	11	a	a	DET
spir-11943	25	12	wide	wide	ADJ
spir-11943	25	13	range	range	NOUN
spir-11943	25	14	of	of	ADP
spir-11943	25	15	social	social	ADJ
spir-11943	25	16	settings	setting	NOUN
spir-11943	25	17	(	(	PUNCT
spir-11943	25	18	e.g.	e.g.	ADV
spir-11943	25	19	,	,	PUNCT
spir-11943	25	20	boyd	boyd	PROPN
spir-11943	25	21	and	and	CCONJ
spir-11943	25	22	crawford	crawford	PROPN
spir-11943	25	23	2012	2012	NUM
spir-11943	25	24	,	,	PUNCT
spir-11943	25	25	kitchin	kitchin	PROPN
spir-11943	25	26	2014	2014	NUM
spir-11943	25	27	)	)	PUNCT
spir-11943	25	28	as	as	ADV
spir-11943	25	29	well	well	ADV
spir-11943	25	30	as	as	ADP
spir-11943	25	31	in	in	ADP
spir-11943	25	32	government	government	NOUN
spir-11943	25	33	and	and	CCONJ
spir-11943	25	34	the	the	DET
spir-11943	25	35	public	public	ADJ
spir-11943	25	36	sector	sector	NOUN
spir-11943	25	37	(	(	PUNCT
spir-11943	25	38	e.g.	e.g.	ADV
spir-11943	25	39	,	,	PUNCT
spir-11943	25	40	dencik	dencik	VERB
spir-11943	25	41	et	et	PROPN
spir-11943	25	42	al	al	PROPN
spir-11943	25	43	2019	2019	NUM
spir-11943	25	44	)	)	PUNCT
spir-11943	25	45	,	,	PUNCT
spir-11943	25	46	while	while	SCONJ
spir-11943	25	47	work	work	NOUN
spir-11943	25	48	on	on	ADP
spir-11943	25	49	democratic	democratic	ADJ
spir-11943	25	50	innovation	innovation	NOUN
spir-11943	25	51	has	have	AUX
spir-11943	25	52	advanced	advance	VERB
spir-11943	25	53	our	our	PRON
spir-11943	25	54	knowledge	knowledge	NOUN
spir-11943	25	55	of	of	ADP
spir-11943	25	56	participatory	participatory	ADJ
spir-11943	25	57	mechanisms	mechanism	NOUN
spir-11943	25	58	but	but	CCONJ
spir-11943	25	59	has	have	AUX
spir-11943	25	60	not	not	PART
spir-11943	25	61	focused	focus	VERB
spir-11943	25	62	on	on	ADP
spir-11943	25	63	the	the	DET
spir-11943	25	64	specific	specific	ADJ
spir-11943	25	65	challenges	challenge	NOUN
spir-11943	25	66	of	of	ADP
spir-11943	25	67	communication	communication	NOUN
spir-11943	25	68	technologies	technology	NOUN
spir-11943	25	69	(	(	PUNCT
spir-11943	25	70	e.g.	e.g.	ADV
spir-11943	25	71	,	,	PUNCT
spir-11943	25	72	goodin	goodin	VERB
spir-11943	25	73	2008	2008	NUM
spir-11943	25	74	,	,	PUNCT
spir-11943	25	75	patriquin	patriquin	NOUN
spir-11943	25	76	2020	2020	NUM
spir-11943	25	77	)	)	PUNCT
spir-11943	25	78	.	.	PUNCT
spir-11943	26	1	some	some	DET
spir-11943	26	2	insights	insight	NOUN
spir-11943	26	3	from	from	ADP
spir-11943	26	4	participatory	participatory	ADJ
spir-11943	26	5	studies	study	NOUN
spir-11943	26	6	have	have	AUX
spir-11943	26	7	been	be	AUX
spir-11943	26	8	applied	apply	VERB
spir-11943	26	9	to	to	ADP
spir-11943	26	10	the	the	DET
spir-11943	26	11	field	field	NOUN
spir-11943	26	12	of	of	ADP
spir-11943	26	13	media	medium	NOUN
spir-11943	26	14	and	and	CCONJ
spir-11943	26	15	communication	communication	NOUN
spir-11943	26	16	(	(	PUNCT
spir-11943	26	17	see	see	VERB
spir-11943	26	18	carpentier	carpentier	NOUN
spir-11943	26	19	2011	2011	NUM
spir-11943	26	20	)	)	PUNCT
spir-11943	26	21	but	but	CCONJ
spir-11943	26	22	have	have	AUX
spir-11943	26	23	not	not	PART
spir-11943	26	24	yet	yet	ADV
spir-11943	26	25	been	be	AUX
spir-11943	26	26	systematically	systematically	ADV
spir-11943	26	27	adopted	adopt	VERB
spir-11943	26	28	for	for	ADP
spir-11943	26	29	algorithmic	algorithmic	ADJ
spir-11943	26	30	governance	governance	NOUN
spir-11943	26	31	.	.	PUNCT
spir-11943	27	1	most	most	ADV
spir-11943	27	2	prominently	prominently	ADV
spir-11943	27	3	,	,	PUNCT
spir-11943	27	4	attempts	attempt	NOUN
spir-11943	27	5	of	of	ADP
spir-11943	27	6	auditing	audit	VERB
spir-11943	27	7	algorithms	algorithm	NOUN
spir-11943	27	8	and	and	CCONJ
spir-11943	27	9	data	datum	NOUN
spir-11943	27	10	systems	system	NOUN
spir-11943	27	11	have	have	AUX
spir-11943	27	12	been	be	AUX
spir-11943	27	13	explored	explore	VERB
spir-11943	27	14	(	(	PUNCT
spir-11943	27	15	e.g.	e.g.	ADV
spir-11943	27	16	,	,	PUNCT
spir-11943	27	17	kitchin	kitchin	PROPN
spir-11943	27	18	2017	2017	NUM
spir-11943	27	19	,	,	PUNCT
spir-11943	27	20	o’neil	o’neil	PROPN
spir-11943	27	21	2016	2016	NUM
spir-11943	27	22	,	,	PUNCT
spir-11943	27	23	reisman	reisman	PROPN
spir-11943	27	24	et	et	PROPN
spir-11943	27	25	al	al	PROPN
spir-11943	27	26	.	.	PROPN
spir-11943	27	27	2018	2018	NUM
spir-11943	27	28	)	)	PUNCT
spir-11943	27	29	but	but	CCONJ
spir-11943	27	30	often	often	ADV
spir-11943	27	31	remain	remain	VERB
spir-11943	27	32	in	in	ADP
spir-11943	27	33	a	a	DET
spir-11943	27	34	technology	technology	NOUN
spir-11943	27	35	-	-	PUNCT
spir-11943	27	36	centred	centre	VERB
spir-11943	27	37	and	and	CCONJ
spir-11943	27	38	expert	expert	NOUN
spir-11943	27	39	-	-	PUNCT
spir-11943	27	40	based	base	VERB
spir-11943	27	41	context	context	NOUN
spir-11943	27	42	that	that	PRON
spir-11943	27	43	has	have	VERB
spir-11943	27	44	limitations	limitation	NOUN
spir-11943	27	45	in	in	ADP
spir-11943	27	46	advancing	advance	VERB
spir-11943	27	47	broader	broad	ADJ
spir-11943	27	48	societal	societal	ADJ
spir-11943	27	49	deliberation	deliberation	NOUN
spir-11943	27	50	and	and	CCONJ
spir-11943	27	51	participation	participation	NOUN
spir-11943	27	52	.	.	PUNCT
spir-11943	28	1	our	our	PRON
spir-11943	28	2	research	research	NOUN
spir-11943	28	3	on	on	ADP
spir-11943	28	4	the	the	DET
spir-11943	28	5	suitability	suitability	NOUN
spir-11943	28	6	of	of	ADP
spir-11943	28	7	models	model	NOUN
spir-11943	28	8	of	of	ADP
spir-11943	28	9	civic	civic	ADJ
spir-11943	28	10	engagement	engagement	NOUN
spir-11943	28	11	for	for	ADP
spir-11943	28	12	decisions	decision	NOUN
spir-11943	28	13	on	on	ADP
spir-11943	28	14	the	the	DET
spir-11943	28	15	deployment	deployment	NOUN
spir-11943	28	16	of	of	ADP
spir-11943	28	17	data	datum	NOUN
spir-11943	28	18	analytics	analytic	NOUN
spir-11943	28	19	systems	system	NOUN
spir-11943	28	20	suggests	suggest	VERB
spir-11943	28	21	that	that	SCONJ
spir-11943	28	22	citizen	citizen	NOUN
spir-11943	28	23	assemblies	assembly	NOUN
spir-11943	28	24	,	,	PUNCT
spir-11943	28	25	citizen	citizen	NOUN
spir-11943	28	26	juries	jury	NOUN
spir-11943	28	27	and	and	CCONJ
spir-11943	28	28	similar	similar	ADJ
spir-11943	28	29	initiatives	initiative	NOUN
spir-11943	28	30	can	can	AUX
spir-11943	28	31	be	be	AUX
spir-11943	28	32	a	a	DET
spir-11943	28	33	useful	useful	ADJ
spir-11943	28	34	tool	tool	NOUN
spir-11943	28	35	in	in	ADP
spir-11943	28	36	larger	large	ADJ
spir-11943	28	37	strategies	strategy	NOUN
spir-11943	28	38	for	for	ADP
spir-11943	28	39	democratizing	democratize	VERB
spir-11943	28	40	the	the	DET
spir-11943	28	41	datafied	datafied	ADJ
spir-11943	28	42	state	state	NOUN
spir-11943	28	43	but	but	CCONJ
spir-11943	28	44	have	have	VERB
spir-11943	28	45	several	several	ADJ
spir-11943	28	46	limitations	limitation	NOUN
spir-11943	28	47	.	.	PUNCT
spir-11943	29	1	they	they	PRON
spir-11943	29	2	can	can	AUX
spir-11943	29	3	raise	raise	VERB
spir-11943	29	4	public	public	ADJ
spir-11943	29	5	knowledge	knowledge	NOUN
spir-11943	29	6	and	and	CCONJ
spir-11943	29	7	awareness	awareness	NOUN
spir-11943	29	8	,	,	PUNCT
spir-11943	29	9	they	they	PRON
spir-11943	29	10	demonstrate	demonstrate	VERB
spir-11943	29	11	that	that	SCONJ
spir-11943	29	12	citizens	citizen	NOUN
spir-11943	29	13	can	can	AUX
spir-11943	29	14	address	address	VERB
spir-11943	29	15	complex	complex	ADJ
spir-11943	29	16	problems	problem	NOUN
spir-11943	29	17	of	of	ADP
spir-11943	29	18	datafication	datafication	NOUN
spir-11943	29	19	,	,	PUNCT
spir-11943	29	20	and	and	CCONJ
spir-11943	29	21	they	they	PRON
spir-11943	29	22	can	can	AUX
spir-11943	29	23	lead	lead	VERB
spir-11943	29	24	to	to	ADP
spir-11943	29	25	policy	policy	NOUN
spir-11943	29	26	change	change	NOUN
spir-11943	29	27	if	if	SCONJ
spir-11943	29	28	they	they	PRON
spir-11943	29	29	are	be	AUX
spir-11943	29	30	closely	closely	ADV
spir-11943	29	31	related	relate	VERB
spir-11943	29	32	to	to	ADP
spir-11943	29	33	a	a	DET
spir-11943	29	34	specific	specific	ADJ
spir-11943	29	35	policymaking	policymaking	NOUN
spir-11943	29	36	process	process	NOUN
spir-11943	29	37	.	.	PUNCT
spir-11943	30	1	however	however	ADV
spir-11943	30	2	,	,	PUNCT
spir-11943	30	3	in	in	ADP
spir-11943	30	4	order	order	NOUN
spir-11943	30	5	to	to	PART
spir-11943	30	6	have	have	AUX
spir-11943	30	7	policy	policy	NOUN
spir-11943	30	8	impact	impact	NOUN
spir-11943	30	9	and	and	CCONJ
spir-11943	30	10	fulfil	fulfil	VERB
spir-11943	30	11	their	their	PRON
spir-11943	30	12	substantial	substantial	ADJ
spir-11943	30	13	resource	resource	NOUN
spir-11943	30	14	requirements	requirement	NOUN
spir-11943	30	15	,	,	PUNCT
spir-11943	30	16	they	they	PRON
spir-11943	30	17	are	be	AUX
spir-11943	30	18	often	often	ADV
spir-11943	30	19	commissioned	commission	VERB
spir-11943	30	20	and	and	CCONJ
spir-11943	30	21	guided	guide	VERB
spir-11943	30	22	by	by	ADP
spir-11943	30	23	larger	large	ADJ
spir-11943	30	24	institutional	institutional	ADJ
spir-11943	30	25	actors	actor	NOUN
spir-11943	30	26	(	(	PUNCT
spir-11943	30	27	government	government	NOUN
spir-11943	30	28	,	,	PUNCT
spir-11943	30	29	think	think	VERB
spir-11943	30	30	tanks	tank	NOUN
spir-11943	30	31	,	,	PUNCT
spir-11943	30	32	public	public	ADJ
spir-11943	30	33	opinion	opinion	NOUN
spir-11943	30	34	institutes	institutes	PROPN
spir-11943	30	35	)	)	PUNCT
spir-11943	30	36	,	,	PUNCT
spir-11943	30	37	rather	rather	ADV
spir-11943	30	38	than	than	SCONJ
spir-11943	30	39	self	self	NOUN
spir-11943	30	40	-	-	PUNCT
spir-11943	30	41	organised	organise	VERB
spir-11943	30	42	by	by	ADP
spir-11943	30	43	citizens	citizen	NOUN
spir-11943	30	44	or	or	CCONJ
spir-11943	30	45	social	social	ADJ
spir-11943	30	46	movements	movement	NOUN
spir-11943	30	47	,	,	PUNCT
spir-11943	30	48	which	which	PRON
spir-11943	30	49	limits	limit	VERB
spir-11943	30	50	both	both	DET
spir-11943	30	51	the	the	DET
spir-11943	30	52	range	range	NOUN
spir-11943	30	53	of	of	ADP
spir-11943	30	54	issues	issue	NOUN
spir-11943	30	55	discussed	discuss	VERB
spir-11943	30	56	and	and	CCONJ
spir-11943	30	57	the	the	DET
spir-11943	30	58	freedom	freedom	NOUN
spir-11943	30	59	of	of	ADP
spir-11943	30	60	participants	participant	NOUN
spir-11943	30	61	to	to	PART
spir-11943	30	62	challenge	challenge	VERB
spir-11943	30	63	dominant	dominant	ADJ
spir-11943	30	64	views	view	NOUN
spir-11943	30	65	about	about	ADP
spir-11943	30	66	data	datum	NOUN
spir-11943	30	67	.	.	PUNCT
spir-11943	31	1	while	while	SCONJ
spir-11943	31	2	very	very	ADV
spir-11943	31	3	few	few	ADJ
spir-11943	31	4	of	of	ADP
spir-11943	31	5	these	these	DET
spir-11943	31	6	initiatives	initiative	NOUN
spir-11943	31	7	could	could	AUX
spir-11943	31	8	be	be	AUX
spir-11943	31	9	characterized	characterize	VERB
spir-11943	31	10	as	as	ADP
spir-11943	31	11	mere	mere	ADJ
spir-11943	31	12	‘	'	PUNCT
spir-11943	31	13	engagement	engagement	NOUN
spir-11943	31	14	-	-	PUNCT
spir-11943	31	15	washing	washing	NOUN
spir-11943	31	16	’	'	PUNCT
spir-11943	31	17	exercises	exercise	NOUN
spir-11943	31	18	,	,	PUNCT
spir-11943	31	19	the	the	DET
spir-11943	31	20	tradeoff	tradeoff	NOUN
spir-11943	31	21	between	between	ADP
spir-11943	31	22	policy	policy	NOUN
spir-11943	31	23	effectiveness	effectiveness	NOUN
spir-11943	31	24	and	and	CCONJ
spir-11943	31	25	fundamental	fundamental	ADJ
spir-11943	31	26	re	re	NOUN
spir-11943	31	27	-	-	NOUN
spir-11943	31	28	thinking	thinking	NOUN
spir-11943	31	29	of	of	ADP
spir-11943	31	30	the	the	DET
spir-11943	31	31	datafied	datafie	VERB
spir-11943	31	32	society	society	NOUN
spir-11943	31	33	constitutes	constitute	VERB
spir-11943	31	34	a	a	DET
spir-11943	31	35	tension	tension	NOUN
spir-11943	31	36	at	at	ADP
spir-11943	31	37	the	the	DET
spir-11943	31	38	core	core	NOUN
spir-11943	31	39	of	of	ADP
spir-11943	31	40	these	these	DET
spir-11943	31	41	mechanisms	mechanism	NOUN
spir-11943	31	42	.	.	PUNCT
spir-11943	32	1	a	a	DET
spir-11943	32	2	more	more	ADV
spir-11943	32	3	detailed	detailed	ADJ
spir-11943	32	4	discussion	discussion	NOUN
spir-11943	32	5	of	of	ADP
spir-11943	32	6	the	the	DET
spir-11943	32	7	research	research	NOUN
spir-11943	32	8	findings	finding	NOUN
spir-11943	32	9	will	will	AUX
spir-11943	32	10	be	be	AUX
spir-11943	32	11	provided	provide	VERB
spir-11943	32	12	in	in	ADP
spir-11943	32	13	an	an	DET
spir-11943	32	14	upcoming	upcoming	ADJ
spir-11943	32	15	research	research	NOUN
spir-11943	32	16	report	report	NOUN
spir-11943	32	17	that	that	PRON
spir-11943	32	18	will	will	AUX
spir-11943	32	19	be	be	AUX
spir-11943	32	20	available	available	ADJ
spir-11943	32	21	on	on	ADP
spir-11943	32	22	the	the	DET
spir-11943	32	23	data	data	PROPN
spir-11943	32	24	justice	justice	NOUN
spir-11943	32	25	lab	lab	NOUN
spir-11943	32	26	website	website	NOUN
spir-11943	32	27	(	(	PUNCT
spir-11943	32	28	https://datajusticelab.org	https://datajusticelab.org	NOUN
spir-11943	32	29	)	)	PUNCT
spir-11943	32	30	.	.	PUNCT
spir-11943	33	1	despite	despite	SCONJ
spir-11943	33	2	their	their	PRON
spir-11943	33	3	shortcomings	shortcoming	NOUN
spir-11943	33	4	,	,	PUNCT
spir-11943	33	5	models	model	NOUN
spir-11943	33	6	of	of	ADP
spir-11943	33	7	public	public	ADJ
spir-11943	33	8	engagement	engagement	NOUN
spir-11943	33	9	and	and	CCONJ
spir-11943	33	10	democratic	democratic	ADJ
spir-11943	33	11	innovation	innovation	NOUN
spir-11943	33	12	demonstrate	demonstrate	VERB
spir-11943	33	13	a	a	DET
spir-11943	33	14	growing	grow	VERB
spir-11943	33	15	concern	concern	NOUN
spir-11943	33	16	with	with	ADP
spir-11943	33	17	the	the	DET
spir-11943	33	18	democratic	democratic	ADJ
spir-11943	33	19	deficiencies	deficiency	NOUN
spir-11943	33	20	of	of	ADP
spir-11943	33	21	algorithmic	algorithmic	ADJ
spir-11943	33	22	governance	governance	NOUN
spir-11943	33	23	and	and	CCONJ
spir-11943	33	24	offer	offer	VERB
spir-11943	33	25	significant	significant	ADJ
spir-11943	33	26	starting	starting	NOUN
spir-11943	33	27	-	-	PUNCT
spir-11943	33	28	points	point	NOUN
spir-11943	33	29	for	for	ADP
spir-11943	33	30	expanding	expand	VERB
spir-11943	33	31	democratic	democratic	ADJ
spir-11943	33	32	practices	practice	NOUN
spir-11943	33	33	in	in	ADP
spir-11943	33	34	a	a	DET
spir-11943	33	35	datafied	datafie	VERB
spir-11943	33	36	society	society	NOUN
spir-11943	33	37	and	and	CCONJ
spir-11943	33	38	placing	place	VERB
spir-11943	33	39	datafication	datafication	NOUN
spir-11943	33	40	under	under	ADP
spir-11943	33	41	public	public	ADJ
spir-11943	33	42	control	control	NOUN
spir-11943	33	43	.	.	PUNCT
spir-11943	34	1	references	reference	NOUN
spir-11943	34	2	boyd	boyd	PROPN
spir-11943	34	3	,	,	PUNCT
spir-11943	34	4	d.	d.	PROPN
spir-11943	34	5	&	&	CCONJ
spir-11943	34	6	crawford	crawford	PROPN
spir-11943	34	7	,	,	PUNCT
spir-11943	34	8	k.	k.	PROPN
spir-11943	34	9	(	(	PUNCT
spir-11943	34	10	2012	2012	NUM
spir-11943	34	11	)	)	PUNCT
spir-11943	34	12	.	.	PUNCT
spir-11943	35	1	critical	critical	ADJ
spir-11943	35	2	questions	question	NOUN
spir-11943	35	3	for	for	ADP
spir-11943	35	4	big	big	ADJ
spir-11943	35	5	data	datum	NOUN
spir-11943	35	6	.	.	PUNCT
spir-11943	36	1	information	information	NOUN
spir-11943	36	2	,	,	PUNCT
spir-11943	36	3	communication	communication	NOUN
spir-11943	36	4	&	&	CCONJ
spir-11943	36	5	society	society	NOUN
spir-11943	36	6	,	,	PUNCT
spir-11943	36	7	15(5	15(5	NUM
spir-11943	36	8	)	)	PUNCT
spir-11943	36	9	.	.	PUNCT
spir-11943	37	1	carpentier	carpentier	NOUN
spir-11943	37	2	,	,	PUNCT
spir-11943	37	3	n.	n.	PROPN
spir-11943	37	4	(	(	PUNCT
spir-11943	37	5	2011	2011	NUM
spir-11943	37	6	)	)	PUNCT
spir-11943	37	7	.	.	PUNCT
spir-11943	38	1	media	medium	NOUN
spir-11943	38	2	and	and	CCONJ
spir-11943	38	3	participation	participation	NOUN
spir-11943	38	4	.	.	PUNCT
spir-11943	39	1	bristol	bristol	NOUN
spir-11943	39	2	:	:	PUNCT
spir-11943	39	3	intellect	intellect	NOUN
spir-11943	39	4	.	.	PUNCT
spir-11943	40	1	citron	citron	PROPN
spir-11943	40	2	,	,	PUNCT
spir-11943	40	3	d.	d.	PROPN
spir-11943	40	4	k.	k.	PROPN
spir-11943	40	5	and	and	CCONJ
spir-11943	40	6	pasquale	pasquale	PROPN
spir-11943	40	7	,	,	PUNCT
spir-11943	40	8	f.	f.	PROPN
spir-11943	40	9	(	(	PUNCT
spir-11943	40	10	2014	2014	NUM
spir-11943	40	11	)	)	PUNCT
spir-11943	40	12	.	.	PUNCT
spir-11943	41	1	the	the	DET
spir-11943	41	2	scored	score	VERB
spir-11943	41	3	society	society	NOUN
spir-11943	41	4	:	:	PUNCT
spir-11943	41	5	due	due	ADJ
spir-11943	41	6	process	process	NOUN
spir-11943	41	7	for	for	ADP
spir-11943	41	8	automated	automate	VERB
spir-11943	41	9	predictions	prediction	NOUN
spir-11943	41	10	.	.	PUNCT
spir-11943	42	1	washington	washington	PROPN
spir-11943	42	2	law	law	PROPN
spir-11943	42	3	review	review	PROPN
spir-11943	42	4	,	,	PUNCT
spir-11943	42	5	89(1	89(1	NUM
spir-11943	42	6	)	)	PUNCT
spir-11943	42	7	.	.	PUNCT
spir-11943	43	1	dencik	dencik	PROPN
spir-11943	43	2	,	,	PUNCT
spir-11943	43	3	l.	l.	PROPN
spir-11943	43	4	,	,	PUNCT
spir-11943	43	5	redden	redden	VERB
spir-11943	43	6	,	,	PUNCT
spir-11943	43	7	j.	j.	PROPN
spir-11943	43	8	,	,	PUNCT
spir-11943	43	9	hintz	hintz	PROPN
spir-11943	43	10	,	,	PUNCT
spir-11943	43	11	a.	a.	NOUN
spir-11943	43	12	and	and	CCONJ
spir-11943	43	13	warren	warren	PROPN
spir-11943	43	14	,	,	PUNCT
spir-11943	43	15	h.	h.	PROPN
spir-11943	43	16	(	(	PUNCT
spir-11943	43	17	2019	2019	NUM
spir-11943	43	18	)	)	PUNCT
spir-11943	43	19	.	.	PUNCT
spir-11943	44	1	the	the	DET
spir-11943	44	2	golden	golden	ADJ
spir-11943	44	3	view	view	NOUN
spir-11943	44	4	:	:	PUNCT
spir-11943	44	5	data	data	NOUN
spir-11943	44	6	-	-	PUNCT
spir-11943	44	7	driven	drive	VERB
spir-11943	44	8	governance	governance	NOUN
spir-11943	44	9	in	in	ADP
spir-11943	44	10	the	the	DET
spir-11943	44	11	scoring	scoring	NOUN
spir-11943	44	12	society	society	NOUN
spir-11943	44	13	.	.	PUNCT
spir-11943	45	1	internet	internet	NOUN
spir-11943	45	2	policy	policy	NOUN
spir-11943	45	3	review	review	NOUN
spir-11943	45	4	,	,	PUNCT
spir-11943	45	5	8(2	8(2	NUM
spir-11943	45	6	)	)	PUNCT
spir-11943	45	7	.	.	PUNCT
spir-11943	46	1	escobar	escobar	PROPN
spir-11943	46	2	.	.	PUNCT
spir-11943	47	1	o.	o.	PROPN
spir-11943	47	2	and	and	CCONJ
spir-11943	47	3	elstub	elstub	PROPN
spir-11943	47	4	,	,	PUNCT
spir-11943	47	5	s.	s.	PROPN
spir-11943	47	6	(	(	PUNCT
spir-11943	47	7	2017	2017	NUM
spir-11943	47	8	)	)	PUNCT
spir-11943	47	9	.	.	PUNCT
spir-11943	48	1	forms	form	NOUN
spir-11943	48	2	of	of	ADP
spir-11943	48	3	mini	mini	NOUN
spir-11943	48	4	-	-	NOUN
spir-11943	48	5	publics	public	NOUN
spir-11943	48	6	:	:	PUNCT
spir-11943	48	7	an	an	DET
spir-11943	48	8	introduction	introduction	NOUN
spir-11943	48	9	to	to	ADP
spir-11943	48	10	deliberative	deliberative	ADJ
spir-11943	48	11	innovations	innovation	NOUN
spir-11943	48	12	in	in	ADP
spir-11943	48	13	democratic	democratic	ADJ
spir-11943	48	14	practice	practice	NOUN
spir-11943	48	15	.	.	PUNCT
spir-11943	49	1	new	new	ADJ
spir-11943	49	2	democracy	democracy	PROPN
spir-11943	49	3	foundation	foundation	PROPN
spir-11943	49	4	.	.	PUNCT
spir-11943	50	1	eubanks	eubanks	PROPN
spir-11943	50	2	,	,	PUNCT
spir-11943	50	3	v.	v.	PROPN
spir-11943	50	4	(	(	PUNCT
spir-11943	50	5	2018	2018	NUM
spir-11943	50	6	)	)	PUNCT
spir-11943	50	7	.	.	PUNCT
spir-11943	51	1	automating	automate	VERB
spir-11943	51	2	inequality	inequality	NOUN
spir-11943	51	3	:	:	PUNCT
spir-11943	51	4	how	how	SCONJ
spir-11943	51	5	high	high	ADJ
spir-11943	51	6	-	-	PUNCT
spir-11943	51	7	tech	tech	NOUN
spir-11943	51	8	tools	tool	NOUN
spir-11943	51	9	profile	profile	NOUN
spir-11943	51	10	,	,	PUNCT
spir-11943	51	11	police	police	NOUN
spir-11943	51	12	,	,	PUNCT
spir-11943	51	13	and	and	CCONJ
spir-11943	51	14	punish	punish	VERB
spir-11943	51	15	the	the	DET
spir-11943	51	16	poor	poor	ADJ
spir-11943	51	17	.	.	PUNCT
spir-11943	52	1	st	st	PROPN
spir-11943	52	2	.	.	PROPN
spir-11943	52	3	martin	martin	PROPN
spir-11943	52	4	’s	’s	PART
spir-11943	52	5	press	press	NOUN
spir-11943	52	6	.	.	PUNCT
spir-11943	53	1	goodin	goodin	PROPN
spir-11943	53	2	,	,	PUNCT
spir-11943	53	3	r.e	r.e	PROPN
spir-11943	53	4	.	.	PROPN
spir-11943	53	5	(	(	PUNCT
spir-11943	53	6	2008	2008	NUM
spir-11943	53	7	)	)	PUNCT
spir-11943	53	8	.	.	PUNCT
spir-11943	54	1	innovating	innovate	VERB
spir-11943	54	2	democracy	democracy	NOUN
spir-11943	54	3	:	:	PUNCT
spir-11943	54	4	democratic	democratic	ADJ
spir-11943	54	5	theory	theory	NOUN
spir-11943	54	6	and	and	CCONJ
spir-11943	54	7	practice	practice	NOUN
spir-11943	54	8	after	after	ADP
spir-11943	54	9	the	the	DET
spir-11943	54	10	deliberative	deliberative	ADJ
spir-11943	54	11	turn	turn	NOUN
spir-11943	54	12	.	.	PUNCT
spir-11943	55	1	oxford	oxford	NOUN
spir-11943	55	2	:	:	PUNCT
spir-11943	55	3	oxford	oxford	PROPN
spir-11943	55	4	university	university	PROPN
spir-11943	55	5	press	press	NOUN
spir-11943	55	6	.	.	PUNCT
spir-11943	56	1	hintz	hintz	PROPN
spir-11943	56	2	,	,	PUNCT
spir-11943	56	3	a.	a.	PROPN
spir-11943	56	4	,	,	PUNCT
spir-11943	56	5	dencik	dencik	PROPN
spir-11943	56	6	,	,	PUNCT
spir-11943	56	7	l.	l.	PROPN
spir-11943	56	8	,	,	PUNCT
spir-11943	56	9	and	and	CCONJ
spir-11943	56	10	wahl	wahl	PROPN
spir-11943	56	11	-	-	PUNCT
spir-11943	56	12	jorgensen	jorgensen	PROPN
spir-11943	56	13	,	,	PUNCT
spir-11943	56	14	k.	k.	PROPN
spir-11943	56	15	(	(	PUNCT
spir-11943	56	16	2019	2019	NUM
spir-11943	56	17	)	)	PUNCT
spir-11943	56	18	.	.	PUNCT
spir-11943	57	1	digital	digital	ADJ
spir-11943	57	2	citizenship	citizenship	NOUN
spir-11943	57	3	in	in	ADP
spir-11943	57	4	a	a	DET
spir-11943	57	5	datafied	datafie	VERB
spir-11943	57	6	society	society	NOUN
spir-11943	57	7	.	.	PUNCT
spir-11943	58	1	polity	polity	NOUN
spir-11943	58	2	press	press	NOUN
spir-11943	58	3	.	.	PUNCT
spir-11943	59	1	kitchin	kitchin	PROPN
spir-11943	59	2	,	,	PUNCT
spir-11943	59	3	rob	rob	PROPN
spir-11943	59	4	(	(	PUNCT
spir-11943	59	5	2014	2014	NUM
spir-11943	59	6	)	)	PUNCT
spir-11943	59	7	.	.	PUNCT
spir-11943	60	1	the	the	DET
spir-11943	60	2	data	data	PROPN
spir-11943	60	3	revolution	revolution	NOUN
spir-11943	60	4	:	:	PUNCT
spir-11943	60	5	big	big	ADJ
spir-11943	60	6	data	datum	NOUN
spir-11943	60	7	,	,	PUNCT
spir-11943	60	8	open	open	ADJ
spir-11943	60	9	data	datum	NOUN
spir-11943	60	10	,	,	PUNCT
spir-11943	60	11	data	datum	NOUN
spir-11943	60	12	infrastructures	infrastructure	NOUN
spir-11943	60	13	&	&	CCONJ
spir-11943	60	14	their	their	PRON
spir-11943	60	15	consequences	consequence	NOUN
spir-11943	60	16	,	,	PUNCT
spir-11943	60	17	london	london	PROPN
spir-11943	60	18	:	:	PUNCT
spir-11943	60	19	sage	sage	NOUN
spir-11943	60	20	.	.	PUNCT
spir-11943	61	1	kitchin	kitchin	PROPN
spir-11943	61	2	,	,	PUNCT
spir-11943	61	3	r.	r.	PROPN
spir-11943	61	4	(	(	PUNCT
spir-11943	61	5	2017	2017	NUM
spir-11943	61	6	)	)	PUNCT
spir-11943	61	7	.	.	PUNCT
spir-11943	62	1	thinking	think	VERB
spir-11943	62	2	critically	critically	ADV
spir-11943	62	3	about	about	ADP
spir-11943	62	4	and	and	CCONJ
spir-11943	62	5	researching	research	VERB
spir-11943	62	6	algorithms	algorithm	NOUN
spir-11943	62	7	.	.	PUNCT
spir-11943	63	1	information	information	NOUN
spir-11943	63	2	,	,	PUNCT
spir-11943	63	3	communication	communication	NOUN
spir-11943	63	4	and	and	CCONJ
spir-11943	63	5	society	society	NOUN
spir-11943	63	6	20(1	20(1	NUM
spir-11943	63	7	)	)	PUNCT
spir-11943	63	8	.	.	PUNCT
spir-11943	64	1	oecd	oecd	PROPN
spir-11943	64	2	(	(	PUNCT
spir-11943	64	3	2020	2020	NUM
spir-11943	64	4	)	)	PUNCT
spir-11943	64	5	innovative	innovative	ADJ
spir-11943	64	6	citizen	citizen	NOUN
spir-11943	64	7	participation	participation	NOUN
spir-11943	64	8	and	and	CCONJ
spir-11943	64	9	new	new	ADJ
spir-11943	64	10	democratic	democratic	ADJ
spir-11943	64	11	institutions	institution	NOUN
spir-11943	64	12	.	.	PUNCT
spir-11943	65	1	report	report	NOUN
spir-11943	65	2	.	.	PUNCT
spir-11943	66	1	o’neil	o’neil	PROPN
spir-11943	66	2	,	,	PUNCT
spir-11943	66	3	c.	c.	PROPN
spir-11943	66	4	(	(	PUNCT
spir-11943	66	5	2016	2016	NUM
spir-11943	66	6	)	)	PUNCT
spir-11943	66	7	.	.	PUNCT
spir-11943	67	1	weapons	weapon	NOUN
spir-11943	67	2	of	of	ADP
spir-11943	67	3	math	math	NOUN
spir-11943	67	4	destruction	destruction	NOUN
spir-11943	67	5	:	:	PUNCT
spir-11943	67	6	how	how	SCONJ
spir-11943	67	7	big	big	ADJ
spir-11943	67	8	data	datum	NOUN
spir-11943	67	9	increases	increase	VERB
spir-11943	67	10	inequality	inequality	NOUN
spir-11943	67	11	and	and	CCONJ
spir-11943	67	12	threatens	threaten	VERB
spir-11943	67	13	democracy	democracy	NOUN
spir-11943	67	14	.	.	PUNCT
spir-11943	68	1	new	new	PROPN
spir-11943	68	2	york	york	PROPN
spir-11943	68	3	:	:	PUNCT
spir-11943	68	4	crown	crown	NOUN
spir-11943	68	5	random	random	ADJ
spir-11943	68	6	house	house	NOUN
spir-11943	68	7	.	.	PUNCT
spir-11943	69	1	patriquin	patriquin	PROPN
spir-11943	69	2	,	,	PUNCT
spir-11943	69	3	l.	l.	PROPN
spir-11943	69	4	(	(	PUNCT
spir-11943	69	5	2020	2020	NUM
spir-11943	69	6	)	)	PUNCT
spir-11943	69	7	.	.	PUNCT
spir-11943	70	1	permanent	permanent	ADJ
spir-11943	70	2	citizens	citizen	NOUN
spir-11943	70	3	’	’	PART
spir-11943	70	4	assemblies	assembly	NOUN
spir-11943	70	5	:	:	PUNCT
spir-11943	70	6	a	a	DET
spir-11943	70	7	new	new	ADJ
spir-11943	70	8	model	model	NOUN
spir-11943	70	9	for	for	ADP
spir-11943	70	10	public	public	ADJ
spir-11943	70	11	deliberation	deliberation	NOUN
spir-11943	70	12	.	.	PUNCT
spir-11943	71	1	london	london	PROPN
spir-11943	71	2	/	/	SYM
spir-11943	71	3	new	new	PROPN
spir-11943	71	4	york	york	PROPN
spir-11943	71	5	:	:	PUNCT
spir-11943	71	6	rowman	rowman	PROPN
spir-11943	71	7	and	and	CCONJ
spir-11943	71	8	littlefield	littlefield	PROPN
spir-11943	71	9	international	international	PROPN
spir-11943	71	10	.	.	PUNCT
spir-11943	72	1	reisman	reisman	PROPN
spir-11943	72	2	et	et	PROPN
spir-11943	72	3	al	al	PROPN
spir-11943	72	4	.	.	PROPN
spir-11943	73	1	(	(	PUNCT
spir-11943	73	2	2018	2018	NUM
spir-11943	73	3	)	)	PUNCT
spir-11943	73	4	.	.	PUNCT
spir-11943	74	1	algorithmic	algorithmic	ADJ
spir-11943	74	2	impact	impact	NOUN
spir-11943	74	3	assessments	assessment	NOUN
spir-11943	74	4	:	:	PUNCT
spir-11943	74	5	a	a	DET
spir-11943	74	6	practical	practical	ADJ
spir-11943	74	7	framework	framework	NOUN
spir-11943	74	8	for	for	ADP
spir-11943	74	9	public	public	ADJ
spir-11943	74	10	agency	agency	NOUN
spir-11943	74	11	accountability	accountability	NOUN
spir-11943	74	12	.	.	PUNCT
spir-11943	75	1	report	report	NOUN
spir-11943	75	2	of	of	ADP
spir-11943	75	3	the	the	DET
spir-11943	75	4	ainow	ainow	PROPN
spir-11943	75	5	institute	institute	PROPN
spir-11943	75	6	.	.	PUNCT
spir-11943	76	1	available	available	ADJ
spir-11943	76	2	at	at	ADP
spir-11943	76	3	:	:	PUNCT
spir-11943	76	4	https://ainowinstitute.org/aiareport2018.pdf	https://ainowinstitute.org/aiareport2018.pdf	PROPN
spir-11943	76	5	smith	smith	PROPN
spir-11943	76	6	,	,	PUNCT
spir-11943	76	7	g.	g.	PROPN
spir-11943	76	8	(	(	PUNCT
spir-11943	76	9	2009	2009	NUM
spir-11943	76	10	)	)	PUNCT
spir-11943	76	11	.	.	PUNCT
spir-11943	77	1	democratic	democratic	ADJ
spir-11943	77	2	innovations	innovation	NOUN
spir-11943	77	3	.	.	PUNCT
spir-11943	78	1	cambridge	cambridge	PROPN
spir-11943	78	2	university	university	PROPN
spir-11943	78	3	press	press	NOUN
spir-11943	78	4	.	.	PUNCT
spir-11943	79	1	yeung	yeung	PROPN
spir-11943	79	2	,	,	PUNCT
spir-11943	79	3	k.	k.	PROPN
spir-11943	79	4	(	(	PUNCT
spir-11943	79	5	2018	2018	NUM
spir-11943	79	6	)	)	PUNCT
spir-11943	79	7	.	.	PUNCT
spir-11943	80	1	big	big	ADJ
spir-11943	80	2	data	data	NOUN
spir-11943	80	3	-	-	PUNCT
spir-11943	80	4	driven	drive	VERB
spir-11943	80	5	government	government	NOUN
spir-11943	80	6	:	:	PUNCT
spir-11943	80	7	towards	towards	ADP
spir-11943	80	8	a	a	DET
spir-11943	80	9	new	new	ADJ
spir-11943	80	10	public	public	ADJ
spir-11943	80	11	analytics	analytic	NOUN
spir-11943	80	12	in	in	ADP
spir-11943	80	13	public	public	ADJ
spir-11943	80	14	administration	administration	NOUN
spir-11943	80	15	?	?	PUNCT
spir-11943	81	1	paper	paper	NOUN
spir-11943	81	2	presented	present	VERB
spir-11943	81	3	at	at	ADP
spir-11943	81	4	icon	icon	NOUN
spir-11943	81	5	-	-	PUNCT
spir-11943	81	6	s	s	PROPN
spir-11943	81	7	,	,	PUNCT
spir-11943	81	8	hong	hong	PROPN
spir-11943	81	9	kong	kong	PROPN
spir-11943	81	10	,	,	PUNCT
spir-11943	81	11	may	may	AUX
spir-11943	81	12	27	27	NUM