id	sid	tid	token	lemma	pos
spir-12005	1	1	microsoft	microsoft	PROPN
spir-12005	1	2	word	word	PROPN
spir-12005	1	3	parnell	parnell	PROPN
spir-12005	1	4	-	-	PUNCT
spir-12005	1	5	independent	independent	ADJ
spir-12005	1	6	authors	author	NOUN
spir-12005	1	7	'	'	PART
spir-12005	1	8	dependence	dependence	NOUN
spir-12005	1	9	on	on	ADP
spir-12005	1	10	big	big	ADJ
spir-12005	1	11	tech	tech	NOUN
spir-12005	1	12	-	-	PUNCT
spir-12005	1	13	independent	independent	ADJ
spir-12005	1	14	authors	author	NOUN
spir-12005	1	15	'	'	PART
spir-12005	1	16	dependence	dependence	NOUN
spir-12005	1	17	on	on	ADP
spir-12005	1	18	big	big	ADJ
spir-12005	1	19	tech.docx	tech.docx	NUM
spir-12005	1	20	selected	select	VERB
spir-12005	1	21	papers	paper	NOUN
spir-12005	1	22	of	of	ADP
spir-12005	1	23	#	#	SYM
spir-12005	1	24	aoir2021	aoir2021	NOUN
spir-12005	1	25	:	:	PUNCT
spir-12005	1	26	the	the	DET
spir-12005	1	27	22nd	22nd	ADJ
spir-12005	1	28	annual	annual	ADJ
spir-12005	1	29	conference	conference	NOUN
spir-12005	1	30	of	of	ADP
spir-12005	1	31	the	the	DET
spir-12005	1	32	association	association	NOUN
spir-12005	1	33	of	of	ADP
spir-12005	1	34	internet	internet	NOUN
spir-12005	1	35	researchers	researcher	NOUN
spir-12005	1	36	virtual	virtual	ADJ
spir-12005	1	37	event	event	NOUN
spir-12005	1	38	/	/	SYM
spir-12005	1	39	13	13	NUM
spir-12005	1	40	-	-	SYM
spir-12005	1	41	16	16	NUM
spir-12005	1	42	oct	oct	PROPN
spir-12005	1	43	2021	2021	NUM
spir-12005	1	44	suggested	suggest	VERB
spir-12005	1	45	citation	citation	NOUN
spir-12005	1	46	(	(	PUNCT
spir-12005	1	47	apa	apa	PROPN
spir-12005	1	48	):	):	PUNCT
spir-12005	1	49	parnell	parnell	PROPN
spir-12005	1	50	,	,	PUNCT
spir-12005	1	51	c.	c.	PROPN
spir-12005	1	52	(	(	PUNCT
spir-12005	1	53	2021	2021	NUM
spir-12005	1	54	,	,	PUNCT
spir-12005	1	55	october	october	PROPN
spir-12005	1	56	)	)	PUNCT
spir-12005	1	57	.	.	PUNCT
spir-12005	2	1	independent	independent	ADJ
spir-12005	2	2	authors	author	NOUN
spir-12005	2	3	’	'	PUNCT
spir-12005	2	4	dependence	dependence	NOUN
spir-12005	2	5	on	on	ADP
spir-12005	2	6	big	big	ADJ
spir-12005	2	7	tech	tech	NOUN
spir-12005	2	8	:	:	PUNCT
spir-12005	2	9	categorization	categorization	NOUN
spir-12005	2	10	and	and	CCONJ
spir-12005	2	11	governance	governance	NOUN
spir-12005	2	12	of	of	ADP
spir-12005	2	13	authors	author	NOUN
spir-12005	2	14	of	of	ADP
spir-12005	2	15	color	color	NOUN
spir-12005	2	16	on	on	ADP
spir-12005	2	17	amazon	amazon	NOUN
spir-12005	2	18	.	.	PUNCT
spir-12005	3	1	paper	paper	NOUN
spir-12005	3	2	presented	present	VERB
spir-12005	3	3	at	at	ADP
spir-12005	3	4	aoir	aoir	NOUN
spir-12005	3	5	2021	2021	NUM
spir-12005	3	6	:	:	PUNCT
spir-12005	3	7	the	the	DET
spir-12005	3	8	22nd	22nd	ADJ
spir-12005	3	9	annual	annual	ADJ
spir-12005	3	10	conference	conference	NOUN
spir-12005	3	11	of	of	ADP
spir-12005	3	12	the	the	DET
spir-12005	3	13	association	association	NOUN
spir-12005	3	14	of	of	ADP
spir-12005	3	15	internet	internet	NOUN
spir-12005	3	16	researchers	researcher	NOUN
spir-12005	3	17	.	.	PUNCT
spir-12005	4	1	virtual	virtual	ADJ
spir-12005	4	2	event	event	NOUN
spir-12005	4	3	:	:	PUNCT
spir-12005	4	4	aoir	aoir	NOUN
spir-12005	4	5	.	.	PUNCT
spir-12005	4	6	retrieved	retrieve	VERB
spir-12005	4	7	from	from	ADP
spir-12005	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-12005	4	9	.	.	PUNCT
spir-12005	5	1	independent	independent	ADJ
spir-12005	5	2	authors	author	NOUN
spir-12005	5	3	’	'	PUNCT
spir-12005	5	4	dependence	dependence	NOUN
spir-12005	5	5	on	on	ADP
spir-12005	5	6	big	big	ADJ
spir-12005	5	7	tech	tech	NOUN
spir-12005	5	8	:	:	PUNCT
spir-12005	5	9	categorization	categorization	NOUN
spir-12005	5	10	and	and	CCONJ
spir-12005	5	11	governance	governance	NOUN
spir-12005	5	12	of	of	ADP
spir-12005	5	13	authors	author	NOUN
spir-12005	5	14	of	of	ADP
spir-12005	5	15	color	color	NOUN
spir-12005	5	16	on	on	ADP
spir-12005	5	17	amazon	amazon	PROPN
spir-12005	5	18	claire	claire	PROPN
spir-12005	5	19	parnell	parnell	PROPN
spir-12005	5	20	university	university	PROPN
spir-12005	5	21	of	of	ADP
spir-12005	5	22	melbourne	melbourne	PROPN
spir-12005	5	23	introduction	introduction	NOUN
spir-12005	5	24	authors	author	NOUN
spir-12005	5	25	who	who	PRON
spir-12005	5	26	publish	publish	VERB
spir-12005	5	27	their	their	PRON
spir-12005	5	28	books	book	NOUN
spir-12005	5	29	outside	outside	ADP
spir-12005	5	30	traditional	traditional	ADJ
spir-12005	5	31	houses	house	NOUN
spir-12005	5	32	are	be	AUX
spir-12005	5	33	referred	refer	VERB
spir-12005	5	34	to	to	ADP
spir-12005	5	35	as	as	ADV
spir-12005	5	36	independent	independent	ADJ
spir-12005	5	37	(	(	PUNCT
spir-12005	5	38	or	or	CCONJ
spir-12005	5	39	‘	'	PUNCT
spir-12005	5	40	indie	indie	ADJ
spir-12005	5	41	’	'	PUNCT
spir-12005	5	42	)	)	PUNCT
spir-12005	5	43	authors	author	NOUN
spir-12005	5	44	or	or	CCONJ
spir-12005	5	45	self	self	NOUN
spir-12005	5	46	-	-	PUNCT
spir-12005	5	47	publishers	publisher	NOUN
spir-12005	5	48	.	.	PUNCT
spir-12005	6	1	these	these	DET
spir-12005	6	2	authors	author	NOUN
spir-12005	6	3	are	be	AUX
spir-12005	6	4	not	not	PART
spir-12005	6	5	reliant	reliant	ADJ
spir-12005	6	6	on	on	ADP
spir-12005	6	7	traditional	traditional	ADJ
spir-12005	6	8	gatekeepers––publishers	gatekeepers––publisher	NOUN
spir-12005	6	9	,	,	PUNCT
spir-12005	6	10	editors	editor	NOUN
spir-12005	6	11	,	,	PUNCT
spir-12005	6	12	and	and	CCONJ
spir-12005	6	13	costly	costly	ADJ
spir-12005	6	14	printing	printing	NOUN
spir-12005	6	15	and	and	CCONJ
spir-12005	6	16	distribution––to	distribution––to	NOUN
spir-12005	6	17	publish	publish	VERB
spir-12005	6	18	and	and	CCONJ
spir-12005	6	19	disseminate	disseminate	VERB
spir-12005	6	20	their	their	PRON
spir-12005	6	21	creative	creative	ADJ
spir-12005	6	22	works	work	NOUN
spir-12005	6	23	.	.	PUNCT
spir-12005	7	1	while	while	SCONJ
spir-12005	7	2	self	self	NOUN
spir-12005	7	3	-	-	PUNCT
spir-12005	7	4	publishing	publishing	NOUN
spir-12005	7	5	predates	predate	VERB
spir-12005	7	6	the	the	DET
spir-12005	7	7	internet	internet	NOUN
spir-12005	7	8	,	,	PUNCT
spir-12005	7	9	digital	digital	ADJ
spir-12005	7	10	book	book	NOUN
spir-12005	7	11	publishing	publishing	NOUN
spir-12005	7	12	platforms	platform	NOUN
spir-12005	7	13	like	like	ADP
spir-12005	7	14	amazon	amazon	PROPN
spir-12005	7	15	kindle	kindle	PROPN
spir-12005	7	16	direct	direct	ADJ
spir-12005	7	17	publishing	publishing	NOUN
spir-12005	7	18	(	(	PUNCT
spir-12005	7	19	kdp	kdp	PROPN
spir-12005	7	20	)	)	PUNCT
spir-12005	7	21	,	,	PUNCT
spir-12005	7	22	kobo	kobo	NOUN
spir-12005	7	23	writing	write	VERB
spir-12005	7	24	life	life	NOUN
spir-12005	7	25	,	,	PUNCT
spir-12005	7	26	and	and	CCONJ
spir-12005	7	27	apple	apple	NOUN
spir-12005	7	28	ibooks	ibook	NOUN
spir-12005	7	29	are	be	AUX
spir-12005	7	30	often	often	ADV
spir-12005	7	31	lauded	laud	VERB
spir-12005	7	32	for	for	ADP
spir-12005	7	33	enabling	enable	VERB
spir-12005	7	34	independent	independent	ADJ
spir-12005	7	35	producers	producer	NOUN
spir-12005	7	36	unconnected	unconnected	ADJ
spir-12005	7	37	to	to	ADP
spir-12005	7	38	established	establish	VERB
spir-12005	7	39	publishers	publisher	NOUN
spir-12005	7	40	to	to	PART
spir-12005	7	41	enter	enter	VERB
spir-12005	7	42	the	the	DET
spir-12005	7	43	book	book	NOUN
spir-12005	7	44	industry	industry	NOUN
spir-12005	7	45	.	.	PUNCT
spir-12005	8	1	despite	despite	SCONJ
spir-12005	8	2	the	the	DET
spir-12005	8	3	appellation	appellation	NOUN
spir-12005	8	4	,	,	PUNCT
spir-12005	8	5	independent	independent	ADJ
spir-12005	8	6	authors	author	NOUN
spir-12005	8	7	are	be	AUX
spir-12005	8	8	not	not	PART
spir-12005	8	9	completely	completely	ADV
spir-12005	8	10	autonomous	autonomous	ADJ
spir-12005	8	11	.	.	PUNCT
spir-12005	9	1	book	book	NOUN
spir-12005	9	2	publishing	publishing	NOUN
spir-12005	9	3	on	on	ADP
spir-12005	9	4	digital	digital	ADJ
spir-12005	9	5	platforms	platform	NOUN
spir-12005	9	6	is	be	AUX
spir-12005	9	7	intensely	intensely	ADV
spir-12005	9	8	mediated	mediate	VERB
spir-12005	9	9	by	by	ADP
spir-12005	9	10	the	the	DET
spir-12005	9	11	technology	technology	NOUN
spir-12005	9	12	companies	company	NOUN
spir-12005	9	13	on	on	ADP
spir-12005	9	14	which	which	PRON
spir-12005	9	15	authors	author	NOUN
spir-12005	9	16	rely	rely	VERB
spir-12005	9	17	to	to	PART
spir-12005	9	18	publish	publish	VERB
spir-12005	9	19	and	and	CCONJ
spir-12005	9	20	disseminate	disseminate	VERB
spir-12005	9	21	their	their	PRON
spir-12005	9	22	work	work	NOUN
spir-12005	9	23	.	.	PUNCT
spir-12005	10	1	platforms	platform	NOUN
spir-12005	10	2	like	like	ADP
spir-12005	10	3	amazon	amazon	NOUN
spir-12005	10	4	mediate	mediate	VERB
spir-12005	10	5	authorial	authorial	ADJ
spir-12005	10	6	and	and	CCONJ
spir-12005	10	7	reader	reader	NOUN
spir-12005	10	8	-	-	PUNCT
spir-12005	10	9	consumer	consumer	NOUN
spir-12005	10	10	experiences	experience	NOUN
spir-12005	10	11	through	through	ADP
spir-12005	10	12	their	their	PRON
spir-12005	10	13	technology	technology	NOUN
spir-12005	10	14	architecture	architecture	NOUN
spir-12005	10	15	,	,	PUNCT
spir-12005	10	16	algorithms	algorithm	NOUN
spir-12005	10	17	,	,	PUNCT
spir-12005	10	18	governance	governance	NOUN
spir-12005	10	19	and	and	CCONJ
spir-12005	10	20	categorization	categorization	NOUN
spir-12005	10	21	systems	system	NOUN
spir-12005	10	22	,	,	PUNCT
spir-12005	10	23	and	and	CCONJ
spir-12005	10	24	economic	economic	ADJ
spir-12005	10	25	models	model	NOUN
spir-12005	10	26	(	(	PUNCT
spir-12005	10	27	van	van	PROPN
spir-12005	10	28	dijck	dijck	NOUN
spir-12005	10	29	,	,	PUNCT
spir-12005	10	30	2013	2013	NUM
spir-12005	10	31	)	)	PUNCT
spir-12005	10	32	.	.	PUNCT
spir-12005	11	1	amazon	amazon	PROPN
spir-12005	11	2	’s	’s	PART
spir-12005	11	3	kdp	kdp	PROPN
spir-12005	11	4	is	be	AUX
spir-12005	11	5	the	the	DET
spir-12005	11	6	largest	large	ADJ
spir-12005	11	7	platform	platform	NOUN
spir-12005	11	8	for	for	ADP
spir-12005	11	9	self	self	NOUN
spir-12005	11	10	-	-	PUNCT
spir-12005	11	11	publishing	publishing	NOUN
spir-12005	11	12	.	.	PUNCT
spir-12005	12	1	since	since	SCONJ
spir-12005	12	2	launching	launch	VERB
spir-12005	12	3	both	both	CCONJ
spir-12005	12	4	its	its	PRON
spir-12005	12	5	selfpublishing	selfpublishe	VERB
spir-12005	12	6	platform	platform	NOUN
spir-12005	12	7	and	and	CCONJ
spir-12005	12	8	kindle	kindle	NOUN
spir-12005	12	9	ereader	ereader	NOUN
spir-12005	12	10	in	in	ADP
spir-12005	12	11	2007	2007	NUM
spir-12005	12	12	,	,	PUNCT
spir-12005	12	13	amazon	amazon	NOUN
spir-12005	12	14	has	have	AUX
spir-12005	12	15	dominated	dominate	VERB
spir-12005	12	16	both	both	CCONJ
spir-12005	12	17	the	the	DET
spir-12005	12	18	selfpublishing	selfpublishing	NOUN
spir-12005	12	19	and	and	CCONJ
spir-12005	12	20	ebook	ebook	NOUN
spir-12005	12	21	market	market	NOUN
spir-12005	12	22	(	(	PUNCT
spir-12005	12	23	mcgurl	mcgurl	PROPN
spir-12005	12	24	,	,	PUNCT
spir-12005	12	25	2016	2016	NUM
spir-12005	12	26	)	)	PUNCT
spir-12005	12	27	.	.	PUNCT
spir-12005	13	1	industry	industry	NOUN
spir-12005	13	2	research	research	NOUN
spir-12005	13	3	shows	show	VERB
spir-12005	13	4	that	that	SCONJ
spir-12005	13	5	this	this	DET
spir-12005	13	6	sector	sector	NOUN
spir-12005	13	7	of	of	ADP
spir-12005	13	8	the	the	DET
spir-12005	13	9	publishing	publishing	NOUN
spir-12005	13	10	industry	industry	NOUN
spir-12005	13	11	is	be	AUX
spir-12005	13	12	growing	grow	VERB
spir-12005	13	13	;	;	PUNCT
spir-12005	13	14	1.68	1.68	NUM
spir-12005	13	15	million	million	NUM
spir-12005	13	16	print	print	NOUN
spir-12005	13	17	and	and	CCONJ
spir-12005	13	18	ebooks	ebook	NOUN
spir-12005	13	19	were	be	AUX
spir-12005	13	20	self	self	NOUN
spir-12005	13	21	-	-	PUNCT
spir-12005	13	22	published	publish	VERB
spir-12005	13	23	in	in	ADP
spir-12005	13	24	2018	2018	NUM
spir-12005	13	25	,	,	PUNCT
spir-12005	13	26	showing	show	VERB
spir-12005	13	27	a	a	DET
spir-12005	13	28	40	40	NUM
spir-12005	13	29	%	%	NOUN
spir-12005	13	30	increase	increase	NOUN
spir-12005	13	31	from	from	ADP
spir-12005	13	32	the	the	DET
spir-12005	13	33	previous	previous	ADJ
spir-12005	13	34	year	year	NOUN
spir-12005	13	35	(	(	PUNCT
spir-12005	13	36	bowker	bowker	NOUN
spir-12005	13	37	,	,	PUNCT
spir-12005	13	38	2019	2019	NUM
spir-12005	13	39	)	)	PUNCT
spir-12005	13	40	.	.	PUNCT
spir-12005	14	1	the	the	DET
spir-12005	14	2	growth	growth	NOUN
spir-12005	14	3	of	of	ADP
spir-12005	14	4	self	self	NOUN
spir-12005	14	5	-	-	PUNCT
spir-12005	14	6	publishing	publishing	NOUN
spir-12005	14	7	and	and	CCONJ
spir-12005	14	8	the	the	DET
spir-12005	14	9	ebook	ebook	NOUN
spir-12005	14	10	market	market	NOUN
spir-12005	14	11	is	be	AUX
spir-12005	14	12	particularly	particularly	ADV
spir-12005	14	13	important	important	ADJ
spir-12005	14	14	for	for	ADP
spir-12005	14	15	people	people	NOUN
spir-12005	14	16	of	of	ADP
spir-12005	14	17	color	color	NOUN
spir-12005	14	18	who	who	PRON
spir-12005	14	19	have	have	AUX
spir-12005	14	20	historically	historically	ADV
spir-12005	14	21	been	be	AUX
spir-12005	14	22	marginalised	marginalise	VERB
spir-12005	14	23	in	in	ADP
spir-12005	14	24	the	the	DET
spir-12005	14	25	publishing	publishing	NOUN
spir-12005	14	26	industry	industry	NOUN
spir-12005	14	27	.	.	PUNCT
spir-12005	15	1	according	accord	VERB
spir-12005	15	2	to	to	ADP
spir-12005	15	3	the	the	DET
spir-12005	15	4	2019	2019	NUM
spir-12005	15	5	lee	lee	PROPN
spir-12005	15	6	&	&	CCONJ
spir-12005	15	7	low	low	ADJ
spir-12005	15	8	diversity	diversity	NOUN
spir-12005	15	9	baseline	baseline	NOUN
spir-12005	15	10	survey	survey	NOUN
spir-12005	15	11	,	,	PUNCT
spir-12005	15	12	5	5	NUM
spir-12005	15	13	%	%	NOUN
spir-12005	15	14	of	of	ADP
spir-12005	15	15	us	we	PRON
spir-12005	15	16	publishing	publish	VERB
spir-12005	15	17	industry	industry	NOUN
spir-12005	15	18	professionals	professional	NOUN
spir-12005	15	19	are	be	AUX
spir-12005	15	20	black	black	ADJ
spir-12005	15	21	/	/	SYM
spir-12005	15	22	afro	afro	NOUN
spir-12005	15	23	-	-	PUNCT
spir-12005	15	24	american	american	ADJ
spir-12005	15	25	/	/	SYM
spir-12005	15	26	afro	afro	PROPN
spir-12005	15	27	caribbean	caribbean	PROPN
spir-12005	15	28	.	.	PUNCT
spir-12005	16	1	accessibility	accessibility	NOUN
spir-12005	16	2	for	for	ADP
spir-12005	16	3	authors	author	NOUN
spir-12005	16	4	of	of	ADP
spir-12005	16	5	color	color	NOUN
spir-12005	16	6	is	be	AUX
spir-12005	16	7	also	also	ADV
spir-12005	16	8	very	very	ADV
spir-12005	16	9	low	low	ADJ
spir-12005	16	10	.	.	PUNCT
spir-12005	17	1	in	in	ADP
spir-12005	17	2	the	the	DET
spir-12005	17	3	romance	romance	NOUN
spir-12005	17	4	genre	genre	NOUN
spir-12005	17	5	,	,	PUNCT
spir-12005	17	6	the	the	DET
spir-12005	17	7	largest	large	ADJ
spir-12005	17	8	and	and	CCONJ
spir-12005	17	9	most	most	ADV
spir-12005	17	10	profitable	profitable	ADJ
spir-12005	17	11	genre	genre	NOUN
spir-12005	17	12	globally	globally	ADV
spir-12005	17	13	,	,	PUNCT
spir-12005	17	14	just	just	ADV
spir-12005	17	15	8.3	8.3	NUM
spir-12005	17	16	%	%	NOUN
spir-12005	17	17	of	of	ADP
spir-12005	17	18	books	book	NOUN
spir-12005	17	19	published	publish	VERB
spir-12005	17	20	by	by	ADP
spir-12005	17	21	the	the	DET
spir-12005	17	22	leading	lead	VERB
spir-12005	17	23	american	american	ADJ
spir-12005	17	24	romance	romance	NOUN
spir-12005	17	25	publishers	publisher	NOUN
spir-12005	17	26	in	in	ADP
spir-12005	17	27	2019	2019	NUM
spir-12005	17	28	were	be	AUX
spir-12005	17	29	written	write	VERB
spir-12005	17	30	by	by	ADP
spir-12005	17	31	people	people	NOUN
spir-12005	17	32	of	of	ADP
spir-12005	17	33	color	color	NOUN
spir-12005	17	34	.	.	PUNCT
spir-12005	18	1	framework	framework	NOUN
spir-12005	18	2	and	and	CCONJ
spir-12005	18	3	methods	method	NOUN
spir-12005	18	4	this	this	DET
spir-12005	18	5	paper	paper	NOUN
spir-12005	18	6	explores	explore	VERB
spir-12005	18	7	amazon	amazon	PROPN
spir-12005	18	8	’s	’s	PART
spir-12005	18	9	categorization	categorization	NOUN
spir-12005	18	10	and	and	CCONJ
spir-12005	18	11	content	content	NOUN
spir-12005	18	12	moderation	moderation	NOUN
spir-12005	18	13	processes	process	NOUN
spir-12005	18	14	as	as	SCONJ
spir-12005	18	15	they	they	PRON
spir-12005	18	16	relate	relate	VERB
spir-12005	18	17	to	to	ADP
spir-12005	18	18	the	the	DET
spir-12005	18	19	work	work	NOUN
spir-12005	18	20	of	of	ADP
spir-12005	18	21	black	black	ADJ
spir-12005	18	22	self	self	NOUN
spir-12005	18	23	-	-	PUNCT
spir-12005	18	24	published	publish	VERB
spir-12005	18	25	romance	romance	NOUN
spir-12005	18	26	authors	author	NOUN
spir-12005	18	27	and	and	CCONJ
spir-12005	18	28	argue	argue	VERB
spir-12005	18	29	that	that	SCONJ
spir-12005	18	30	amazon	amazon	NOUN
spir-12005	18	31	perpetuates	perpetuate	VERB
spir-12005	18	32	the	the	DET
spir-12005	18	33	discrimination	discrimination	NOUN
spir-12005	18	34	black	black	ADJ
spir-12005	18	35	authors	author	NOUN
spir-12005	18	36	face	face	VERB
spir-12005	18	37	within	within	ADP
spir-12005	18	38	the	the	DET
spir-12005	18	39	publishing	publishing	NOUN
spir-12005	18	40	industry	industry	NOUN
spir-12005	18	41	.	.	PUNCT
spir-12005	19	1	this	this	DET
spir-12005	19	2	research	research	NOUN
spir-12005	19	3	asks	ask	VERB
spir-12005	19	4	:	:	PUNCT
spir-12005	19	5	how	how	SCONJ
spir-12005	19	6	does	do	AUX
spir-12005	19	7	amazon	amazon	NOUN
spir-12005	19	8	mediate	mediate	VERB
spir-12005	19	9	the	the	DET
spir-12005	19	10	work	work	NOUN
spir-12005	19	11	of	of	ADP
spir-12005	19	12	independent	independent	ADJ
spir-12005	19	13	authors	author	NOUN
spir-12005	19	14	through	through	ADP
spir-12005	19	15	its	its	PRON
spir-12005	19	16	categorization	categorization	NOUN
spir-12005	19	17	and	and	CCONJ
spir-12005	19	18	governance	governance	NOUN
spir-12005	19	19	systems	system	NOUN
spir-12005	19	20	,	,	PUNCT
spir-12005	19	21	and	and	CCONJ
spir-12005	19	22	what	what	DET
spir-12005	19	23	impact	impact	NOUN
spir-12005	19	24	does	do	AUX
spir-12005	19	25	this	this	PRON
spir-12005	19	26	have	have	VERB
spir-12005	19	27	on	on	ADP
spir-12005	19	28	book	book	NOUN
spir-12005	19	29	culture	culture	NOUN
spir-12005	19	30	and	and	CCONJ
spir-12005	19	31	amazon	amazon	NOUN
spir-12005	19	32	’s	’s	PART
spir-12005	19	33	ecommerce	ecommerce	NOUN
spir-12005	19	34	role	role	NOUN
spir-12005	19	35	more	more	ADV
spir-12005	19	36	broadly	broadly	ADV
spir-12005	19	37	?	?	PUNCT
spir-12005	20	1	the	the	DET
spir-12005	20	2	critical	critical	ADJ
spir-12005	20	3	framework	framework	NOUN
spir-12005	20	4	for	for	ADP
spir-12005	20	5	this	this	DET
spir-12005	20	6	research	research	NOUN
spir-12005	20	7	combines	combine	VERB
spir-12005	20	8	media	medium	NOUN
spir-12005	20	9	and	and	CCONJ
spir-12005	20	10	platform	platform	NOUN
spir-12005	20	11	studies	study	NOUN
spir-12005	20	12	with	with	ADP
spir-12005	20	13	publishing	publish	VERB
spir-12005	20	14	studies	study	NOUN
spir-12005	20	15	.	.	PUNCT
spir-12005	21	1	publishing	publish	VERB
spir-12005	21	2	studies	study	NOUN
spir-12005	21	3	is	be	AUX
spir-12005	21	4	a	a	DET
spir-12005	21	5	scholarly	scholarly	ADJ
spir-12005	21	6	discipline	discipline	NOUN
spir-12005	21	7	that	that	PRON
spir-12005	21	8	examines	examine	VERB
spir-12005	21	9	the	the	DET
spir-12005	21	10	production	production	NOUN
spir-12005	21	11	,	,	PUNCT
spir-12005	21	12	circulation	circulation	NOUN
spir-12005	21	13	and	and	CCONJ
spir-12005	21	14	reception	reception	NOUN
spir-12005	21	15	of	of	ADP
spir-12005	21	16	books	book	NOUN
spir-12005	21	17	and	and	CCONJ
spir-12005	21	18	shares	share	VERB
spir-12005	21	19	concerns	concern	NOUN
spir-12005	21	20	and	and	CCONJ
spir-12005	21	21	methods	method	NOUN
spir-12005	21	22	with	with	ADP
spir-12005	21	23	the	the	DET
spir-12005	21	24	adjacent	adjacent	ADJ
spir-12005	21	25	fields	field	NOUN
spir-12005	21	26	of	of	ADP
spir-12005	21	27	media	medium	NOUN
spir-12005	21	28	studies	study	NOUN
spir-12005	21	29	,	,	PUNCT
spir-12005	21	30	reception	reception	NOUN
spir-12005	21	31	studies	study	NOUN
spir-12005	21	32	and	and	CCONJ
spir-12005	21	33	book	book	NOUN
spir-12005	21	34	history	history	NOUN
spir-12005	21	35	.	.	PUNCT
spir-12005	22	1	this	this	DET
spir-12005	22	2	research	research	NOUN
spir-12005	22	3	applies	apply	VERB
spir-12005	22	4	an	an	DET
spir-12005	22	5	ecology	ecology	NOUN
spir-12005	22	6	model	model	NOUN
spir-12005	22	7	to	to	PART
spir-12005	22	8	map	map	VERB
spir-12005	22	9	the	the	DET
spir-12005	22	10	microsystem	microsystem	NOUN
spir-12005	22	11	of	of	ADP
spir-12005	22	12	individual	individual	ADJ
spir-12005	22	13	book	book	NOUN
spir-12005	22	14	publishing	publishing	NOUN
spir-12005	22	15	platforms	platform	NOUN
spir-12005	22	16	as	as	ADV
spir-12005	22	17	well	well	ADV
spir-12005	22	18	as	as	ADP
spir-12005	22	19	the	the	DET
spir-12005	22	20	broader	broad	ADJ
spir-12005	22	21	media	medium	NOUN
spir-12005	22	22	landscape	landscape	NOUN
spir-12005	22	23	in	in	ADP
spir-12005	22	24	which	which	PRON
spir-12005	22	25	they	they	PRON
spir-12005	22	26	operate	operate	VERB
spir-12005	22	27	(	(	PUNCT
spir-12005	22	28	van	van	PROPN
spir-12005	22	29	dijck	dijck	NOUN
spir-12005	22	30	,	,	PUNCT
spir-12005	22	31	2013	2013	NUM
spir-12005	22	32	)	)	PUNCT
spir-12005	22	33	.	.	PUNCT
spir-12005	23	1	this	this	DET
spir-12005	23	2	conceptual	conceptual	ADJ
spir-12005	23	3	model	model	NOUN
spir-12005	23	4	enables	enable	VERB
spir-12005	23	5	and	and	CCONJ
spir-12005	23	6	understanding	understanding	NOUN
spir-12005	23	7	of	of	ADP
spir-12005	23	8	the	the	DET
spir-12005	23	9	distinctive	distinctive	ADJ
spir-12005	23	10	features	feature	NOUN
spir-12005	23	11	of	of	ADP
spir-12005	23	12	book	book	NOUN
spir-12005	23	13	publishing	publishing	NOUN
spir-12005	23	14	platforms	platform	NOUN
spir-12005	23	15	and	and	CCONJ
spir-12005	23	16	their	their	PRON
spir-12005	23	17	influence	influence	NOUN
spir-12005	23	18	on	on	ADP
spir-12005	23	19	the	the	DET
spir-12005	23	20	processes	process	NOUN
spir-12005	23	21	of	of	ADP
spir-12005	23	22	production	production	NOUN
spir-12005	23	23	and	and	CCONJ
spir-12005	23	24	reception	reception	NOUN
spir-12005	23	25	online	online	ADV
spir-12005	23	26	.	.	PUNCT
spir-12005	24	1	it	it	PRON
spir-12005	24	2	also	also	ADV
spir-12005	24	3	allows	allow	VERB
spir-12005	24	4	an	an	DET
spir-12005	24	5	investigation	investigation	NOUN
spir-12005	24	6	into	into	ADP
spir-12005	24	7	the	the	DET
spir-12005	24	8	technological	technological	ADJ
spir-12005	24	9	,	,	PUNCT
spir-12005	24	10	economic	economic	ADJ
spir-12005	24	11	and	and	CCONJ
spir-12005	24	12	socio	socio	NOUN
spir-12005	24	13	-	-	PUNCT
spir-12005	24	14	cultural	cultural	ADJ
spir-12005	24	15	contexts	context	NOUN
spir-12005	24	16	in	in	ADP
spir-12005	24	17	which	which	PRON
spir-12005	24	18	books	book	NOUN
spir-12005	24	19	and	and	CCONJ
spir-12005	24	20	authors	author	NOUN
spir-12005	24	21	circulate	circulate	VERB
spir-12005	24	22	online	online	ADV
spir-12005	24	23	.	.	PUNCT
spir-12005	25	1	this	this	DET
spir-12005	25	2	paper	paper	NOUN
spir-12005	25	3	uses	use	VERB
spir-12005	25	4	a	a	DET
spir-12005	25	5	mixed	mixed	ADJ
spir-12005	25	6	-	-	PUNCT
spir-12005	25	7	methods	method	NOUN
spir-12005	25	8	approach	approach	NOUN
spir-12005	25	9	consisting	consist	VERB
spir-12005	25	10	of	of	ADP
spir-12005	25	11	interviews	interview	NOUN
spir-12005	25	12	with	with	ADP
spir-12005	25	13	authors	author	NOUN
spir-12005	25	14	of	of	ADP
spir-12005	25	15	color	color	NOUN
spir-12005	25	16	and	and	CCONJ
spir-12005	25	17	website	website	NOUN
spir-12005	25	18	analysis	analysis	NOUN
spir-12005	25	19	that	that	PRON
spir-12005	25	20	collected	collect	VERB
spir-12005	25	21	metadata	metadata	NOUN
spir-12005	25	22	from	from	ADP
spir-12005	25	23	amazon	amazon	PROPN
spir-12005	25	24	’s	’s	PART
spir-12005	25	25	web	web	NOUN
spir-12005	25	26	api	api	PROPN
spir-12005	25	27	.	.	PUNCT
spir-12005	25	28	findings	finding	NOUN
spir-12005	25	29	and	and	CCONJ
spir-12005	25	30	significance	significance	NOUN
spir-12005	25	31	the	the	DET
spir-12005	25	32	placement	placement	NOUN
spir-12005	25	33	of	of	ADP
spir-12005	25	34	books	book	NOUN
spir-12005	25	35	in	in	ADP
spir-12005	25	36	amazon	amazon	NOUN
spir-12005	25	37	’s	’s	PART
spir-12005	25	38	online	online	ADJ
spir-12005	25	39	marketplace	marketplace	NOUN
spir-12005	25	40	is	be	AUX
spir-12005	25	41	based	base	VERB
spir-12005	25	42	on	on	ADP
spir-12005	25	43	a	a	DET
spir-12005	25	44	variety	variety	NOUN
spir-12005	25	45	of	of	ADP
spir-12005	25	46	metadata	metadata	ADJ
spir-12005	25	47	input	input	NOUN
spir-12005	25	48	by	by	ADP
spir-12005	25	49	authors	author	NOUN
spir-12005	25	50	,	,	PUNCT
spir-12005	25	51	including	include	VERB
spir-12005	25	52	browse	browse	NOUN
spir-12005	25	53	categories	category	NOUN
spir-12005	25	54	,	,	PUNCT
spir-12005	25	55	book	book	NOUN
spir-12005	25	56	descriptions	description	NOUN
spir-12005	25	57	,	,	PUNCT
spir-12005	25	58	keywords	keyword	NOUN
spir-12005	25	59	and	and	CCONJ
spir-12005	25	60	author	author	NOUN
spir-12005	25	61	information	information	NOUN
spir-12005	25	62	.	.	PUNCT
spir-12005	26	1	amazon	amazon	PROPN
spir-12005	26	2	’s	’s	PART
spir-12005	26	3	browse	browse	NOUN
spir-12005	26	4	categories	category	NOUN
spir-12005	26	5	replicate	replicate	VERB
spir-12005	26	6	traditional	traditional	ADJ
spir-12005	26	7	classification	classification	NOUN
spir-12005	26	8	systems	system	NOUN
spir-12005	26	9	,	,	PUNCT
spir-12005	26	10	including	include	VERB
spir-12005	26	11	bisac	bisac	NOUN
spir-12005	26	12	(	(	PUNCT
spir-12005	26	13	book	book	NOUN
spir-12005	26	14	industry	industry	NOUN
spir-12005	26	15	standards	standard	NOUN
spir-12005	26	16	and	and	CCONJ
spir-12005	26	17	communications	communication	NOUN
spir-12005	26	18	)	)	PUNCT
spir-12005	26	19	codes	code	NOUN
spir-12005	26	20	,	,	PUNCT
spir-12005	26	21	by	by	ADP
spir-12005	26	22	designating	designate	VERB
spir-12005	26	23	literature	literature	NOUN
spir-12005	26	24	by	by	ADP
spir-12005	26	25	and	and	CCONJ
spir-12005	26	26	about	about	ADP
spir-12005	26	27	culturally	culturally	ADV
spir-12005	26	28	marginalised	marginalise	VERB
spir-12005	26	29	groups	group	NOUN
spir-12005	26	30	as	as	ADP
spir-12005	26	31	other	other	ADJ
spir-12005	26	32	from	from	ADP
spir-12005	26	33	a	a	DET
spir-12005	26	34	‘	'	PUNCT
spir-12005	26	35	general	general	ADJ
spir-12005	26	36	’	'	PUNCT
spir-12005	26	37	,	,	PUNCT
spir-12005	26	38	unspecified	unspecified	ADJ
spir-12005	26	39	but	but	CCONJ
spir-12005	26	40	supposedly	supposedly	ADV
spir-12005	26	41	white	white	ADJ
spir-12005	26	42	,	,	PUNCT
spir-12005	26	43	classification	classification	NOUN
spir-12005	26	44	.	.	PUNCT
spir-12005	27	1	this	this	DET
spir-12005	27	2	research	research	NOUN
spir-12005	27	3	shows	show	VERB
spir-12005	27	4	that	that	SCONJ
spir-12005	27	5	,	,	PUNCT
spir-12005	27	6	in	in	ADP
spir-12005	27	7	addition	addition	NOUN
spir-12005	27	8	to	to	ADP
spir-12005	27	9	metadata	metadata	NOUN
spir-12005	27	10	provided	provide	VERB
spir-12005	27	11	by	by	ADP
spir-12005	27	12	independent	independent	ADJ
spir-12005	27	13	authors	author	NOUN
spir-12005	27	14	,	,	PUNCT
spir-12005	27	15	amazon	amazon	PROPN
spir-12005	27	16	uses	use	VERB
spir-12005	27	17	profile	profile	PART
spir-12005	27	18	data	datum	NOUN
spir-12005	27	19	of	of	ADP
spir-12005	27	20	authors	author	NOUN
spir-12005	27	21	,	,	PUNCT
spir-12005	27	22	including	include	VERB
spir-12005	27	23	author	author	NOUN
spir-12005	27	24	photos	photo	NOUN
spir-12005	27	25	,	,	PUNCT
spir-12005	27	26	biographies	biography	NOUN
spir-12005	27	27	and	and	CCONJ
spir-12005	27	28	metadata	metadata	NOUN
spir-12005	27	29	linked	link	VERB
spir-12005	27	30	to	to	ADP
spir-12005	27	31	other	other	ADJ
spir-12005	27	32	books	book	NOUN
spir-12005	27	33	from	from	ADP
spir-12005	27	34	the	the	DET
spir-12005	27	35	same	same	ADJ
spir-12005	27	36	account	account	NOUN
spir-12005	27	37	,	,	PUNCT
spir-12005	27	38	to	to	PART
spir-12005	27	39	determine	determine	VERB
spir-12005	27	40	how	how	SCONJ
spir-12005	27	41	books	book	NOUN
spir-12005	27	42	should	should	AUX
spir-12005	27	43	be	be	AUX
spir-12005	27	44	categorized	categorize	VERB
spir-12005	27	45	in	in	ADP
spir-12005	27	46	its	its	PRON
spir-12005	27	47	ecommerce	ecommerce	NOUN
spir-12005	27	48	system	system	NOUN
spir-12005	27	49	.	.	PUNCT
spir-12005	28	1	in	in	ADP
spir-12005	28	2	one	one	NUM
spir-12005	28	3	instance	instance	NOUN
spir-12005	28	4	,	,	PUNCT
spir-12005	28	5	amazon	amazon	PROPN
spir-12005	28	6	’s	’s	PART
spir-12005	28	7	systems	system	NOUN
spir-12005	28	8	continued	continue	VERB
spir-12005	28	9	to	to	PART
spir-12005	28	10	override	override	VERB
spir-12005	28	11	the	the	DET
spir-12005	28	12	classifications	classification	NOUN
spir-12005	28	13	made	make	VERB
spir-12005	28	14	by	by	ADP
spir-12005	28	15	an	an	DET
spir-12005	28	16	author	author	NOUN
spir-12005	28	17	interviewed	interview	VERB
spir-12005	28	18	for	for	ADP
spir-12005	28	19	this	this	DET
spir-12005	28	20	research	research	NOUN
spir-12005	28	21	until	until	SCONJ
spir-12005	28	22	they	they	PRON
spir-12005	28	23	changed	change	VERB
spir-12005	28	24	their	their	PRON
spir-12005	28	25	profile	profile	ADJ
spir-12005	28	26	image	image	NOUN
spir-12005	28	27	from	from	ADP
spir-12005	28	28	an	an	DET
spir-12005	28	29	author	author	NOUN
spir-12005	28	30	headshot	headshot	NOUN
spir-12005	28	31	to	to	ADP
spir-12005	28	32	their	their	PRON
spir-12005	28	33	logo	logo	NOUN
spir-12005	28	34	.	.	PUNCT
spir-12005	29	1	this	this	DET
spir-12005	29	2	form	form	NOUN
spir-12005	29	3	of	of	ADP
spir-12005	29	4	technological	technological	ADJ
spir-12005	29	5	redlining	redlining	NOUN
spir-12005	29	6	replicates	replicate	VERB
spir-12005	29	7	systems	system	NOUN
spir-12005	29	8	of	of	ADP
spir-12005	29	9	marginalisation	marginalisation	NOUN
spir-12005	29	10	in	in	ADP
spir-12005	29	11	the	the	DET
spir-12005	29	12	book	book	NOUN
spir-12005	29	13	industry	industry	NOUN
spir-12005	29	14	(	(	PUNCT
spir-12005	29	15	noble	noble	ADJ
spir-12005	29	16	,	,	PUNCT
spir-12005	29	17	2018	2018	NUM
spir-12005	29	18	)	)	PUNCT
spir-12005	29	19	.	.	PUNCT
spir-12005	30	1	amazon	amazon	PROPN
spir-12005	30	2	also	also	ADV
spir-12005	30	3	mediates	mediate	VERB
spir-12005	30	4	the	the	DET
spir-12005	30	5	publishing	publishing	NOUN
spir-12005	30	6	practices	practice	NOUN
spir-12005	30	7	by	by	ADP
spir-12005	30	8	independent	independent	ADJ
spir-12005	30	9	black	black	ADJ
spir-12005	30	10	authors	author	NOUN
spir-12005	30	11	through	through	ADP
spir-12005	30	12	their	their	PRON
spir-12005	30	13	content	content	NOUN
spir-12005	30	14	moderation	moderation	NOUN
spir-12005	30	15	system	system	NOUN
spir-12005	30	16	.	.	PUNCT
spir-12005	31	1	books	book	NOUN
spir-12005	31	2	published	publish	VERB
spir-12005	31	3	via	via	ADP
spir-12005	31	4	kdp	kdp	PROPN
spir-12005	31	5	are	be	AUX
spir-12005	31	6	subject	subject	ADJ
spir-12005	31	7	to	to	ADP
spir-12005	31	8	both	both	CCONJ
spir-12005	31	9	human	human	ADJ
spir-12005	31	10	and	and	CCONJ
spir-12005	31	11	computational	computational	ADJ
spir-12005	31	12	systems	system	NOUN
spir-12005	31	13	of	of	ADP
spir-12005	31	14	review	review	NOUN
spir-12005	31	15	and	and	CCONJ
spir-12005	31	16	organisation	organisation	NOUN
spir-12005	31	17	.	.	PUNCT
spir-12005	32	1	amazon	amazon	PROPN
spir-12005	32	2	applies	apply	VERB
spir-12005	32	3	a	a	DET
spir-12005	32	4	proactive	proactive	ADJ
spir-12005	32	5	review	review	NOUN
spir-12005	32	6	system	system	NOUN
spir-12005	32	7	to	to	ADP
spir-12005	32	8	these	these	DET
spir-12005	32	9	books	book	NOUN
spir-12005	32	10	that	that	PRON
spir-12005	32	11	looks	look	VERB
spir-12005	32	12	at	at	ADP
spir-12005	32	13	the	the	DET
spir-12005	32	14	cover	cover	NOUN
spir-12005	32	15	,	,	PUNCT
spir-12005	32	16	the	the	DET
spir-12005	32	17	description	description	NOUN
spir-12005	32	18	,	,	PUNCT
spir-12005	32	19	author	author	NOUN
spir-12005	32	20	,	,	PUNCT
spir-12005	32	21	title	title	NOUN
spir-12005	32	22	,	,	PUNCT
spir-12005	32	23	the	the	DET
spir-12005	32	24	categories	category	NOUN
spir-12005	32	25	,	,	PUNCT
spir-12005	32	26	and	and	CCONJ
spir-12005	32	27	the	the	DET
spir-12005	32	28	tags	tag	NOUN
spir-12005	32	29	,	,	PUNCT
spir-12005	32	30	but	but	CCONJ
spir-12005	32	31	does	do	AUX
spir-12005	32	32	not	not	PART
spir-12005	32	33	read	read	VERB
spir-12005	32	34	or	or	CCONJ
spir-12005	32	35	scan	scan	VERB
spir-12005	32	36	the	the	DET
spir-12005	32	37	text	text	NOUN
spir-12005	32	38	for	for	ADP
spir-12005	32	39	offensive	offensive	ADJ
spir-12005	32	40	material	material	NOUN
spir-12005	32	41	.	.	PUNCT
spir-12005	33	1	it	it	PRON
spir-12005	33	2	also	also	ADV
spir-12005	33	3	applies	apply	VERB
spir-12005	33	4	a	a	DET
spir-12005	33	5	retroactive	retroactive	ADJ
spir-12005	33	6	editorial	editorial	NOUN
spir-12005	33	7	review	review	NOUN
spir-12005	33	8	system	system	NOUN
spir-12005	33	9	for	for	ADP
spir-12005	33	10	comments	comment	NOUN
spir-12005	33	11	and	and	CCONJ
spir-12005	33	12	books	book	NOUN
spir-12005	33	13	that	that	PRON
spir-12005	33	14	users	user	NOUN
spir-12005	33	15	have	have	AUX
spir-12005	33	16	flagged	flag	VERB
spir-12005	33	17	for	for	ADP
spir-12005	33	18	violating	violate	VERB
spir-12005	33	19	terms	term	NOUN
spir-12005	33	20	of	of	ADP
spir-12005	33	21	service	service	NOUN
spir-12005	33	22	(	(	PUNCT
spir-12005	33	23	gillespie	gillespie	PROPN
spir-12005	33	24	,	,	PUNCT
spir-12005	33	25	2018	2018	NUM
spir-12005	33	26	)	)	PUNCT
spir-12005	33	27	.	.	PUNCT
spir-12005	34	1	a	a	DET
spir-12005	34	2	cover	cover	NOUN
spir-12005	34	3	for	for	ADP
spir-12005	34	4	a	a	DET
spir-12005	34	5	title	title	NOUN
spir-12005	34	6	by	by	ADP
spir-12005	34	7	one	one	NUM
spir-12005	34	8	author	author	NOUN
spir-12005	34	9	interviewed	interview	VERB
spir-12005	34	10	for	for	ADP
spir-12005	34	11	this	this	DET
spir-12005	34	12	research	research	NOUN
spir-12005	34	13	was	be	AUX
spir-12005	34	14	flagged	flag	VERB
spir-12005	34	15	as	as	ADP
spir-12005	34	16	‘	'	PUNCT
spir-12005	34	17	adult	adult	NOUN
spir-12005	34	18	material	material	NOUN
spir-12005	34	19	’	'	PUNCT
spir-12005	34	20	by	by	ADP
spir-12005	34	21	amazon	amazon	PROPN
spir-12005	34	22	’s	’s	PART
spir-12005	34	23	machine	machine	NOUN
spir-12005	34	24	learning	learn	VERB
spir-12005	34	25	moderation	moderation	NOUN
spir-12005	34	26	system	system	NOUN
spir-12005	34	27	,	,	PUNCT
spir-12005	34	28	rekognition	rekognition	NOUN
spir-12005	34	29	,	,	PUNCT
spir-12005	34	30	and	and	CCONJ
spir-12005	34	31	the	the	DET
spir-12005	34	32	book	book	NOUN
spir-12005	34	33	was	be	AUX
spir-12005	34	34	prevented	prevent	VERB
spir-12005	34	35	from	from	ADP
spir-12005	34	36	being	be	AUX
spir-12005	34	37	published	publish	VERB
spir-12005	34	38	through	through	ADP
spir-12005	34	39	kdp	kdp	PROPN
spir-12005	34	40	.	.	PUNCT
spir-12005	35	1	the	the	DET
spir-12005	35	2	cover	cover	NOUN
spir-12005	35	3	may	may	AUX
spir-12005	35	4	be	be	AUX
spir-12005	35	5	considered	consider	VERB
spir-12005	35	6	suggestive	suggestive	ADJ
spir-12005	35	7	but	but	CCONJ
spir-12005	35	8	not	not	PART
spir-12005	35	9	lewd	lewd	ADJ
spir-12005	35	10	within	within	ADP
spir-12005	35	11	the	the	DET
spir-12005	35	12	context	context	NOUN
spir-12005	35	13	of	of	ADP
spir-12005	35	14	romance	romance	NOUN
spir-12005	35	15	fiction	fiction	NOUN
spir-12005	35	16	genre	genre	NOUN
spir-12005	35	17	conventions	convention	NOUN
spir-12005	35	18	.	.	PUNCT
spir-12005	36	1	the	the	DET
spir-12005	36	2	author	author	NOUN
spir-12005	36	3	appealed	appeal	VERB
spir-12005	36	4	this	this	DET
spir-12005	36	5	decision	decision	NOUN
spir-12005	36	6	with	with	ADP
spir-12005	36	7	amazon	amazon	NOUN
spir-12005	36	8	’s	’s	PART
spir-12005	36	9	author	author	NOUN
spir-12005	36	10	services	service	NOUN
spir-12005	36	11	and	and	CCONJ
spir-12005	36	12	eventually	eventually	ADV
spir-12005	36	13	the	the	DET
spir-12005	36	14	book	book	NOUN
spir-12005	36	15	was	be	AUX
spir-12005	36	16	made	make	VERB
spir-12005	36	17	available	available	ADJ
spir-12005	36	18	on	on	ADP
spir-12005	36	19	amazon.com	amazon.com	PROPN
spir-12005	36	20	.	.	PUNCT
spir-12005	37	1	however	however	ADV
spir-12005	37	2	,	,	PUNCT
spir-12005	37	3	although	although	SCONJ
spir-12005	37	4	it	it	PRON
spir-12005	37	5	is	be	AUX
spir-12005	37	6	technically	technically	ADV
spir-12005	37	7	available	available	ADJ
spir-12005	37	8	for	for	ADP
spir-12005	37	9	sale	sale	NOUN
spir-12005	37	10	across	across	ADP
spir-12005	37	11	amazon	amazon	NOUN
spir-12005	37	12	’s	’s	PART
spir-12005	37	13	global	global	ADJ
spir-12005	37	14	marketplace	marketplace	NOUN
spir-12005	37	15	,	,	PUNCT
spir-12005	37	16	it	it	PRON
spir-12005	37	17	has	have	AUX
spir-12005	37	18	been	be	AUX
spir-12005	37	19	suppressed	suppress	VERB
spir-12005	37	20	from	from	ADP
spir-12005	37	21	the	the	DET
spir-12005	37	22	site	site	NOUN
spir-12005	37	23	’s	’s	PART
spir-12005	37	24	search	search	NOUN
spir-12005	37	25	engine	engine	NOUN
spir-12005	37	26	results	result	NOUN
spir-12005	37	27	.	.	PUNCT
spir-12005	38	1	content	content	PROPN
spir-12005	38	2	deemed	deem	VERB
spir-12005	38	3	‘	'	PUNCT
spir-12005	38	4	adult	adult	NOUN
spir-12005	38	5	material	material	NOUN
spir-12005	38	6	’	'	PUNCT
spir-12005	38	7	is	be	AUX
spir-12005	38	8	excluded	exclude	VERB
spir-12005	38	9	from	from	ADP
spir-12005	38	10	amazon	amazon	NOUN
spir-12005	38	11	’s	’s	PART
spir-12005	38	12	search	search	NOUN
spir-12005	38	13	tool	tool	NOUN
spir-12005	38	14	and	and	CCONJ
spir-12005	38	15	their	their	PRON
spir-12005	38	16	sales	sale	NOUN
spir-12005	38	17	ranking	rank	VERB
spir-12005	38	18	(	(	PUNCT
spir-12005	38	19	gillespie	gillespie	NOUN
spir-12005	38	20	,	,	PUNCT
spir-12005	38	21	2018	2018	NUM
spir-12005	38	22	)	)	PUNCT
spir-12005	38	23	.	.	PUNCT
spir-12005	39	1	this	this	PRON
spir-12005	39	2	demonstrates	demonstrate	VERB
spir-12005	39	3	the	the	DET
spir-12005	39	4	technological	technological	ADJ
spir-12005	39	5	capabilities	capability	NOUN
spir-12005	39	6	amazon	amazon	NOUN
spir-12005	39	7	must	must	AUX
spir-12005	39	8	suppress	suppress	VERB
spir-12005	39	9	books	book	NOUN
spir-12005	39	10	and	and	CCONJ
spir-12005	39	11	highlights	highlight	NOUN
spir-12005	39	12	a	a	DET
spir-12005	39	13	distinction	distinction	NOUN
spir-12005	39	14	between	between	ADP
spir-12005	39	15	the	the	DET
spir-12005	39	16	explicit	explicit	ADJ
spir-12005	39	17	rejection	rejection	NOUN
spir-12005	39	18	of	of	ADP
spir-12005	39	19	content	content	NOUN
spir-12005	39	20	and	and	CCONJ
spir-12005	39	21	implicit	implicit	ADJ
spir-12005	39	22	suppression	suppression	NOUN
spir-12005	39	23	of	of	ADP
spir-12005	39	24	content	content	NOUN
spir-12005	39	25	within	within	ADP
spir-12005	39	26	its	its	PRON
spir-12005	39	27	ecosystem	ecosystem	NOUN
spir-12005	39	28	.	.	PUNCT
spir-12005	40	1	this	this	DET
spir-12005	40	2	finding	finding	NOUN
spir-12005	40	3	has	have	VERB
spir-12005	40	4	broader	broad	ADJ
spir-12005	40	5	implications	implication	NOUN
spir-12005	40	6	for	for	ADP
spir-12005	40	7	the	the	DET
spir-12005	40	8	use	use	NOUN
spir-12005	40	9	of	of	ADP
spir-12005	40	10	amazon	amazon	NOUN
spir-12005	40	11	’s	’s	PART
spir-12005	40	12	moderation	moderation	NOUN
spir-12005	40	13	technology	technology	NOUN
spir-12005	40	14	.	.	PUNCT
spir-12005	41	1	rekognition	rekognition	NOUN
spir-12005	41	2	,	,	PUNCT
spir-12005	41	3	like	like	ADP
spir-12005	41	4	many	many	ADJ
spir-12005	41	5	automatic	automatic	ADJ
spir-12005	41	6	detection	detection	NOUN
spir-12005	41	7	software	software	NOUN
spir-12005	41	8	that	that	PRON
spir-12005	41	9	have	have	AUX
spir-12005	41	10	been	be	AUX
spir-12005	41	11	programmed	program	VERB
spir-12005	41	12	to	to	PART
spir-12005	41	13	identify	identify	VERB
spir-12005	41	14	human	human	ADJ
spir-12005	41	15	images	image	NOUN
spir-12005	41	16	,	,	PUNCT
spir-12005	41	17	has	have	AUX
spir-12005	41	18	been	be	AUX
spir-12005	41	19	proven	prove	VERB
spir-12005	41	20	to	to	PART
spir-12005	41	21	be	be	AUX
spir-12005	41	22	substantially	substantially	ADV
spir-12005	41	23	less	less	ADV
spir-12005	41	24	accurate	accurate	ADJ
spir-12005	41	25	in	in	ADP
spir-12005	41	26	accurately	accurately	ADV
spir-12005	41	27	identifying	identify	VERB
spir-12005	41	28	darker	dark	ADJ
spir-12005	41	29	-	-	PUNCT
spir-12005	41	30	skinned	skin	VERB
spir-12005	41	31	individuals	individual	NOUN
spir-12005	41	32	,	,	PUNCT
spir-12005	41	33	particularly	particularly	ADV
spir-12005	41	34	darker	dark	ADJ
spir-12005	41	35	-	-	PUNCT
spir-12005	41	36	skinned	skin	VERB
spir-12005	41	37	women	woman	NOUN
spir-12005	41	38	(	(	PUNCT
spir-12005	41	39	buolamwini	buolamwini	PROPN
spir-12005	41	40	&	&	CCONJ
spir-12005	41	41	gebru	gebru	PROPN
spir-12005	41	42	,	,	PUNCT
spir-12005	41	43	2018	2018	NUM
spir-12005	41	44	)	)	PUNCT
spir-12005	41	45	.	.	PUNCT
spir-12005	42	1	this	this	DET
spir-12005	42	2	algorithmic	algorithmic	ADJ
spir-12005	42	3	bias	bias	NOUN
spir-12005	42	4	has	have	VERB
spir-12005	42	5	consequences	consequence	NOUN
spir-12005	42	6	far	far	ADV
spir-12005	42	7	beyond	beyond	ADP
spir-12005	42	8	books	book	NOUN
spir-12005	42	9	published	publish	VERB
spir-12005	42	10	and	and	CCONJ
spir-12005	42	11	sold	sell	VERB
spir-12005	42	12	on	on	ADP
spir-12005	42	13	amazon	amazon	NOUN
spir-12005	42	14	.	.	PUNCT
spir-12005	43	1	although	although	SCONJ
spir-12005	43	2	amazon	amazon	NOUN
spir-12005	43	3	announced	announce	VERB
spir-12005	43	4	a	a	DET
spir-12005	43	5	one	one	NUM
spir-12005	43	6	-	-	PUNCT
spir-12005	43	7	year	year	NOUN
spir-12005	43	8	moratorium	moratorium	NOUN
spir-12005	43	9	on	on	ADP
spir-12005	43	10	police	police	NOUN
spir-12005	43	11	use	use	NOUN
spir-12005	43	12	of	of	ADP
spir-12005	43	13	rekognition	rekognition	NOUN
spir-12005	43	14	,	,	PUNCT
spir-12005	43	15	it	it	PRON
spir-12005	43	16	has	have	AUX
spir-12005	43	17	historically	historically	ADV
spir-12005	43	18	been	be	AUX
spir-12005	43	19	widely	widely	ADV
spir-12005	43	20	used	use	VERB
spir-12005	43	21	by	by	ADP
spir-12005	43	22	us	us	PROPN
spir-12005	43	23	police	police	NOUN
spir-12005	43	24	agencies	agency	NOUN
spir-12005	43	25	and	and	CCONJ
spir-12005	43	26	the	the	DET
spir-12005	43	27	military	military	NOUN
spir-12005	43	28	.	.	PUNCT
spir-12005	44	1	amazon	amazon	NOUN
spir-12005	44	2	acts	act	VERB
spir-12005	44	3	as	as	ADP
spir-12005	44	4	a	a	DET
spir-12005	44	5	powerful	powerful	ADJ
spir-12005	44	6	intermediary	intermediary	NOUN
spir-12005	44	7	in	in	ADP
spir-12005	44	8	the	the	DET
spir-12005	44	9	governance	governance	NOUN
spir-12005	44	10	and	and	CCONJ
spir-12005	44	11	organisation	organisation	NOUN
spir-12005	44	12	of	of	ADP
spir-12005	44	13	content	content	NOUN
spir-12005	44	14	in	in	ADP
spir-12005	44	15	its	its	PRON
spir-12005	44	16	marketplace	marketplace	NOUN
spir-12005	44	17	.	.	PUNCT
spir-12005	45	1	the	the	DET
spir-12005	45	2	implicit	implicit	ADJ
spir-12005	45	3	suppression	suppression	NOUN
spir-12005	45	4	of	of	ADP
spir-12005	45	5	authors	author	NOUN
spir-12005	45	6	’	’	PART
spir-12005	45	7	books	book	NOUN
spir-12005	45	8	and	and	CCONJ
spir-12005	45	9	categorization	categorization	NOUN
spir-12005	45	10	redlining	redline	VERB
spir-12005	45	11	is	be	AUX
spir-12005	45	12	wholly	wholly	ADV
spir-12005	45	13	based	base	VERB
spir-12005	45	14	on	on	ADP
spir-12005	45	15	the	the	DET
spir-12005	45	16	increased	increase	VERB
spir-12005	45	17	datafication	datafication	NOUN
spir-12005	45	18	of	of	ADP
spir-12005	45	19	books	book	NOUN
spir-12005	45	20	by	by	ADP
spir-12005	45	21	amazon	amazon	NOUN
spir-12005	45	22	.	.	PUNCT
spir-12005	46	1	this	this	PRON
spir-12005	46	2	has	have	VERB
spir-12005	46	3	major	major	ADJ
spir-12005	46	4	implications	implication	NOUN
spir-12005	46	5	for	for	ADP
spir-12005	46	6	the	the	DET
spir-12005	46	7	discoverability	discoverability	NOUN
spir-12005	46	8	of	of	ADP
spir-12005	46	9	these	these	DET
spir-12005	46	10	books	book	NOUN
spir-12005	46	11	and	and	CCONJ
spir-12005	46	12	,	,	PUNCT
spir-12005	46	13	consequently	consequently	ADV
spir-12005	46	14	,	,	PUNCT
spir-12005	46	15	author	author	NOUN
spir-12005	46	16	sales	sale	NOUN
spir-12005	46	17	.	.	PUNCT
spir-12005	47	1	amazon	amazon	NOUN
spir-12005	47	2	replicates	replicate	VERB
spir-12005	47	3	systems	system	NOUN
spir-12005	47	4	of	of	ADP
spir-12005	47	5	oppression	oppression	NOUN
spir-12005	47	6	against	against	ADP
spir-12005	47	7	authors	author	NOUN
spir-12005	47	8	of	of	ADP
spir-12005	47	9	color	color	NOUN
spir-12005	47	10	who	who	PRON
spir-12005	47	11	have	have	AUX
spir-12005	47	12	been	be	AUX
spir-12005	47	13	historically	historically	ADV
spir-12005	47	14	marginalised	marginalise	VERB
spir-12005	47	15	in	in	ADP
spir-12005	47	16	the	the	DET
spir-12005	47	17	book	book	NOUN
spir-12005	47	18	publishing	publish	VERB
spir-12005	47	19	industry	industry	NOUN
spir-12005	47	20	.	.	PUNCT
spir-12005	48	1	references	reference	NOUN
spir-12005	48	2	buolamwini	buolamwini	PROPN
spir-12005	48	3	,	,	PUNCT
spir-12005	48	4	j	j	PROPN
spir-12005	48	5	&	&	CCONJ
spir-12005	48	6	gebru	gebru	PROPN
spir-12005	48	7	,	,	PUNCT
spir-12005	48	8	t	t	PROPN
spir-12005	48	9	2018	2018	NUM
spir-12005	48	10	,	,	PUNCT
spir-12005	48	11	‘	'	PUNCT
spir-12005	48	12	gender	gender	NOUN
spir-12005	48	13	shades	shade	NOUN
spir-12005	48	14	:	:	PUNCT
spir-12005	48	15	intersectional	intersectional	ADJ
spir-12005	48	16	accuracy	accuracy	NOUN
spir-12005	48	17	disparities	disparity	NOUN
spir-12005	48	18	in	in	ADP
spir-12005	48	19	commercial	commercial	ADJ
spir-12005	48	20	gender	gender	NOUN
spir-12005	48	21	classification	classification	NOUN
spir-12005	48	22	’	'	PUNCT
spir-12005	48	23	,	,	PUNCT
spir-12005	48	24	proceedings	proceeding	NOUN
spir-12005	48	25	of	of	ADP
spir-12005	48	26	machine	machine	NOUN
spir-12005	48	27	learning	learn	VERB
spir-12005	48	28	research	research	NOUN
spir-12005	48	29	,	,	PUNCT
spir-12005	48	30	vol	vol	NOUN
spir-12005	48	31	.	.	PROPN
spir-12005	49	1	81	81	NUM
spir-12005	49	2	,	,	PUNCT
spir-12005	49	3	no	no	INTJ
spir-12005	49	4	.	.	NOUN
spir-12005	49	5	1	1	NUM
spir-12005	49	6	,	,	PUNCT
spir-12005	49	7	pp	pp	ADJ
spir-12005	49	8	.	.	PUNCT
spir-12005	50	1	1	1	NUM
spir-12005	50	2	-	-	SYM
spir-12005	50	3	15	15	NUM
spir-12005	50	4	.	.	PUNCT
spir-12005	51	1	bowker	bowker	NOUN
spir-12005	51	2	2019	2019	NUM
spir-12005	51	3	,	,	PUNCT
spir-12005	51	4	self	self	NOUN
spir-12005	51	5	-	-	PUNCT
spir-12005	51	6	publishing	publishing	NOUN
spir-12005	51	7	in	in	ADP
spir-12005	51	8	the	the	DET
spir-12005	51	9	united	united	PROPN
spir-12005	51	10	states	states	PROPN
spir-12005	51	11	,	,	PUNCT
spir-12005	51	12	2013	2013	NUM
spir-12005	51	13	-	-	SYM
spir-12005	51	14	2018	2018	NUM
spir-12005	51	15	:	:	PUNCT
spir-12005	51	16	print	print	NOUN
spir-12005	51	17	and	and	CCONJ
spir-12005	51	18	ebooks	ebook	NOUN
spir-12005	51	19	,	,	PUNCT
spir-12005	51	20	bowker	bowker	PROPN
spir-12005	51	21	&	&	CCONJ
spir-12005	51	22	proquest	proquest	PROPN
spir-12005	51	23	,	,	PUNCT
spir-12005	51	24	usa	usa	PROPN
spir-12005	51	25	.	.	PROPN
spir-12005	51	26	gillespie	gillespie	PROPN
spir-12005	51	27	,	,	PUNCT
spir-12005	51	28	t	t	PROPN
spir-12005	51	29	2018	2018	NUM
spir-12005	51	30	,	,	PUNCT
spir-12005	51	31	custodians	custodian	NOUN
spir-12005	51	32	of	of	ADP
spir-12005	51	33	the	the	DET
spir-12005	51	34	internet	internet	NOUN
spir-12005	51	35	:	:	PUNCT
spir-12005	51	36	platforms	platform	NOUN
spir-12005	51	37	,	,	PUNCT
spir-12005	51	38	content	content	NOUN
spir-12005	51	39	moderation	moderation	NOUN
spir-12005	51	40	,	,	PUNCT
spir-12005	51	41	and	and	CCONJ
spir-12005	51	42	the	the	DET
spir-12005	51	43	hidden	hide	VERB
spir-12005	51	44	decisions	decision	NOUN
spir-12005	51	45	that	that	PRON
spir-12005	51	46	shape	shape	VERB
spir-12005	51	47	social	social	ADJ
spir-12005	51	48	media	medium	NOUN
spir-12005	51	49	,	,	PUNCT
spir-12005	51	50	yale	yale	PROPN
spir-12005	51	51	university	university	PROPN
spir-12005	51	52	press	press	PROPN
spir-12005	51	53	,	,	PUNCT
spir-12005	51	54	usa	usa	PROPN
spir-12005	51	55	.	.	PROPN
spir-12005	51	56	lee	lee	PROPN
spir-12005	51	57	&	&	CCONJ
spir-12005	51	58	low	low	ADJ
spir-12005	51	59	2019	2019	NUM
spir-12005	51	60	,	,	PUNCT
spir-12005	51	61	diversity	diversity	NOUN
spir-12005	51	62	in	in	ADP
spir-12005	51	63	publishing	publish	VERB
spir-12005	51	64	2019	2019	NUM
spir-12005	51	65	:	:	PUNCT
spir-12005	51	66	diversity	diversity	NOUN
spir-12005	51	67	baseline	baseline	NOUN
spir-12005	51	68	survey	survey	NOUN
spir-12005	51	69	2.0	2.0	NUM
spir-12005	51	70	,	,	PUNCT
spir-12005	51	71	lee	lee	PROPN
spir-12005	51	72	&	&	CCONJ
spir-12005	51	73	low	low	ADJ
spir-12005	51	74	books	book	NOUN
spir-12005	51	75	,	,	PUNCT
spir-12005	51	76	usa	usa	PROPN
spir-12005	51	77	.	.	PROPN
spir-12005	51	78	mcgurl	mcgurl	PROPN
spir-12005	51	79	,	,	PUNCT
spir-12005	51	80	m	m	PROPN
spir-12005	51	81	2016	2016	NUM
spir-12005	51	82	,	,	PUNCT
spir-12005	51	83	‘	'	PUNCT
spir-12005	51	84	everything	everything	PRON
spir-12005	51	85	and	and	CCONJ
spir-12005	51	86	less	less	ADJ
spir-12005	51	87	:	:	PUNCT
spir-12005	51	88	fiction	fiction	NOUN
spir-12005	51	89	in	in	ADP
spir-12005	51	90	the	the	DET
spir-12005	51	91	age	age	NOUN
spir-12005	51	92	of	of	ADP
spir-12005	51	93	amazon	amazon	NOUN
spir-12005	51	94	’	'	PUNCT
spir-12005	51	95	,	,	PUNCT
spir-12005	51	96	modern	modern	ADJ
spir-12005	51	97	language	language	NOUN
spir-12005	51	98	quarterly	quarterly	ADJ
spir-12005	51	99	,	,	PUNCT
spir-12005	51	100	vol	vol	NOUN
spir-12005	51	101	.	.	PROPN
spir-12005	51	102	77	77	NUM
spir-12005	51	103	,	,	PUNCT
spir-12005	51	104	no	no	INTJ
spir-12005	51	105	.	.	NOUN
spir-12005	51	106	3	3	NUM
spir-12005	51	107	,	,	PUNCT
spir-12005	51	108	pp	pp	ADJ
spir-12005	51	109	.	.	PUNCT
spir-12005	52	1	447	447	NUM
spir-12005	52	2	-	-	SYM
spir-12005	52	3	471	471	NUM
spir-12005	52	4	.	.	PUNCT
spir-12005	53	1	noble	noble	ADJ
spir-12005	53	2	,	,	PUNCT
spir-12005	53	3	su	su	PROPN
spir-12005	53	4	2018	2018	NUM
spir-12005	53	5	,	,	PUNCT
spir-12005	53	6	algorithms	algorithm	NOUN
spir-12005	53	7	of	of	ADP
spir-12005	53	8	oppression	oppression	NOUN
spir-12005	53	9	,	,	PUNCT
spir-12005	53	10	new	new	PROPN
spir-12005	53	11	york	york	PROPN
spir-12005	53	12	university	university	PROPN
spir-12005	53	13	press	press	NOUN
spir-12005	53	14	,	,	PUNCT
spir-12005	53	15	ny	ny	PROPN
spir-12005	53	16	,	,	PUNCT
spir-12005	53	17	usa	usa	PROPN
spir-12005	53	18	.	.	PUNCT
spir-12005	54	1	the	the	DET
spir-12005	54	2	ripped	rip	VERB
spir-12005	54	3	bodice	bodice	NOUN
spir-12005	54	4	2019	2019	NUM
spir-12005	54	5	,	,	PUNCT
spir-12005	54	6	the	the	DET
spir-12005	54	7	state	state	NOUN
spir-12005	54	8	of	of	ADP
spir-12005	54	9	racial	racial	ADJ
spir-12005	54	10	diversity	diversity	NOUN
spir-12005	54	11	in	in	ADP
spir-12005	54	12	romance	romance	NOUN
spir-12005	54	13	publishing	publish	VERB
spir-12005	54	14	2019	2019	NUM
spir-12005	54	15	,	,	PUNCT
spir-12005	54	16	the	the	DET
spir-12005	54	17	ripped	rip	VERB
spir-12005	54	18	bodice	bodice	NOUN
spir-12005	54	19	,	,	PUNCT
spir-12005	54	20	usa	usa	PROPN
spir-12005	54	21	.	.	PROPN
spir-12005	54	22	van	van	PROPN
spir-12005	54	23	dijck	dijck	NOUN
spir-12005	54	24	,	,	PUNCT
spir-12005	54	25	j	j	PROPN
spir-12005	54	26	2013	2013	NUM
spir-12005	54	27	the	the	DET
spir-12005	54	28	culture	culture	NOUN
spir-12005	54	29	of	of	ADP
spir-12005	54	30	connectivity	connectivity	NOUN
spir-12005	54	31	:	:	PUNCT
spir-12005	54	32	a	a	DET
spir-12005	54	33	critical	critical	ADJ
spir-12005	54	34	history	history	NOUN
spir-12005	54	35	of	of	ADP
spir-12005	54	36	social	social	ADJ
spir-12005	54	37	media	medium	NOUN
spir-12005	54	38	,	,	PUNCT
spir-12005	54	39	oxford	oxford	PROPN
spir-12005	54	40	university	university	PROPN
spir-12005	54	41	press	press	PROPN
spir-12005	54	42	,	,	PUNCT
spir-12005	54	43	usa	usa	PROPN
spir-12005	54	44	.	.	PUNCT