id	sid	tid	token	lemma	pos
cet-2979	1	1	microsoft	microsoft	PROPN
cet-2979	1	2	word	word	PROPN
cet-2979	1	3	66iervolino.docx	66iervolino.docx	NUM
cet-2979	1	4	chemical	chemical	NOUN
cet-2979	1	5	engineering	engineering	NOUN
cet-2979	1	6	transactions	transaction	NOUN
cet-2979	1	7	vol	vol	NOUN
cet-2979	1	8	.	.	PROPN
cet-2979	1	9	65	65	NUM
cet-2979	1	10	,	,	PUNCT
cet-2979	1	11	2018	2018	NUM
cet-2979	1	12	a	a	DET
cet-2979	1	13	publication	publication	NOUN
cet-2979	1	14	of	of	ADP
cet-2979	1	15	the	the	DET
cet-2979	1	16	italian	italian	ADJ
cet-2979	1	17	association	association	NOUN
cet-2979	1	18	of	of	ADP
cet-2979	1	19	chemical	chemical	PROPN
cet-2979	1	20	engineering	engineering	NOUN
cet-2979	1	21	online	online	ADV
cet-2979	1	22	at	at	ADP
cet-2979	1	23	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-2979	1	24	guest	guest	NOUN
cet-2979	1	25	editors	editor	NOUN
cet-2979	1	26	:	:	PUNCT
cet-2979	1	27	eliseo	eliseo	PROPN
cet-2979	1	28	ranzi	ranzi	PROPN
cet-2979	1	29	,	,	PUNCT
cet-2979	1	30	mario	mario	PROPN
cet-2979	1	31	costa	costa	PROPN
cet-2979	1	32	copyright	copyright	NOUN
cet-2979	1	33	©	©	PROPN
cet-2979	1	34	2018	2018	NUM
cet-2979	1	35	,	,	PUNCT
cet-2979	1	36	aidic	aidic	ADJ
cet-2979	1	37	servizi	servizi	PROPN
cet-2979	1	38	s.r.l	s.r.l	PROPN
cet-2979	1	39	.	.	PUNCT
cet-2979	2	1	isbn	isbn	ADJ
cet-2979	2	2	978	978	NUM
cet-2979	2	3	-	-	SYM
cet-2979	2	4	88	88	NUM
cet-2979	2	5	-	-	PUNCT
cet-2979	2	6	9560862	9560862	NUM
cet-2979	2	7	-	-	SYM
cet-2979	2	8	4	4	NUM
cet-2979	2	9	;	;	PUNCT
cet-2979	2	10	issn	issn	PROPN
cet-2979	2	11	2283	2283	NUM
cet-2979	2	12	-	-	SYM
cet-2979	2	13	9216	9216	NUM
cet-2979	2	14	response	response	NOUN
cet-2979	2	15	surface	surface	NOUN
cet-2979	2	16	methodologies	methodology	NOUN
cet-2979	2	17	to	to	PART
cet-2979	2	18	investigate	investigate	VERB
cet-2979	2	19	the	the	DET
cet-2979	2	20	pretreatment	pretreatment	NOUN
cet-2979	2	21	of	of	ADP
cet-2979	2	22	sugarcane	sugarcane	NOUN
cet-2979	2	23	bagasse	bagasse	NOUN
cet-2979	2	24	via	via	ADP
cet-2979	2	25	alkaline	alkaline	ADJ
cet-2979	2	26	hydrogen	hydrogen	NOUN
cet-2979	2	27	peroxide	peroxide	PROPN
cet-2979	2	28	isabelle	isabelle	PROPN
cet-2979	2	29	c.	c.	PROPN
cet-2979	2	30	valima	valima	PROPN
cet-2979	2	31	,	,	PUNCT
cet-2979	2	32	artur	artur	PROPN
cet-2979	2	33	s.	s.	PROPN
cet-2979	2	34	c.	c.	PROPN
cet-2979	2	35	regoa	regoa	PROPN
cet-2979	2	36	,	,	PUNCT
cet-2979	2	37	anna	anna	PROPN
cet-2979	2	38	a.	a.	PROPN
cet-2979	2	39	s.	s.	PROPN
cet-2979	2	40	vieiraa	vieiraa	PROPN
cet-2979	2	41	,	,	PUNCT
cet-2979	2	42	cecília	cecília	PROPN
cet-2979	2	43	vilania	vilania	PROPN
cet-2979	2	44	,	,	PUNCT
cet-2979	2	45	ana	ana	PROPN
cet-2979	2	46	rosa	rosa	PROPN
cet-2979	2	47	f.	f.	PROPN
cet-2979	2	48	a.	a.	PROPN
cet-2979	2	49	martinsa	martinsa	PROPN
cet-2979	2	50	,	,	PUNCT
cet-2979	2	51	brunno	brunno	PROPN
cet-2979	2	52	f.	f.	PROPN
cet-2979	2	53	santos*a	santos*a	VERB
cet-2979	2	54	adepartament	adepartament	NOUN
cet-2979	2	55	of	of	ADP
cet-2979	2	56	chemical	chemical	NOUN
cet-2979	2	57	and	and	CCONJ
cet-2979	2	58	material	material	NOUN
cet-2979	2	59	engineering	engineering	NOUN
cet-2979	2	60	(	(	PUNCT
cet-2979	2	61	deqm	deqm	PROPN
cet-2979	2	62	)	)	PUNCT
cet-2979	2	63	.	.	PUNCT
cet-2979	3	1	pontifical	pontifical	ADJ
cet-2979	3	2	catholic	catholic	PROPN
cet-2979	3	3	university	university	PROPN
cet-2979	3	4	of	of	ADP
cet-2979	3	5	rio	rio	PROPN
cet-2979	3	6	de	de	PROPN
cet-2979	3	7	janeiro	janeiro	PROPN
cet-2979	3	8	(	(	PUNCT
cet-2979	3	9	puc	puc	PROPN
cet-2979	3	10	-	-	PUNCT
cet-2979	3	11	rio	rio	NOUN
cet-2979	3	12	)	)	PUNCT
cet-2979	3	13	.	.	PUNCT
cet-2979	4	1	rua	rua	PROPN
cet-2979	4	2	marquês	marquês	PROPN
cet-2979	4	3	de	de	PROPN
cet-2979	4	4	são	são	PROPN
cet-2979	4	5	vicente	vicente	PROPN
cet-2979	4	6	,	,	PUNCT
cet-2979	4	7	225	225	NUM
cet-2979	4	8	–	–	PUNCT
cet-2979	4	9	gávea	gávea	NOUN
cet-2979	4	10	,	,	PUNCT
cet-2979	4	11	rio	rio	PROPN
cet-2979	4	12	de	de	PROPN
cet-2979	4	13	janeiro	janeiro	PROPN
cet-2979	4	14	–	–	PUNCT
cet-2979	4	15	rj	rj	PROPN
cet-2979	4	16	,	,	PUNCT
cet-2979	4	17	22430	22430	NUM
cet-2979	4	18	-	-	SYM
cet-2979	4	19	060	060	NUM
cet-2979	4	20	,	,	PUNCT
cet-2979	4	21	brazil	brazil	PROPN
cet-2979	4	22	.	.	PUNCT
cet-2979	5	1	bsantos@puc-rio.br	bsantos@puc-rio.br	NOUN
cet-2979	5	2	this	this	DET
cet-2979	5	3	study	study	NOUN
cet-2979	5	4	aims	aim	VERB
cet-2979	5	5	to	to	PART
cet-2979	5	6	assess	assess	VERB
cet-2979	5	7	a	a	DET
cet-2979	5	8	large	large	ADJ
cet-2979	5	9	number	number	NOUN
cet-2979	5	10	of	of	ADP
cet-2979	5	11	information	information	NOUN
cet-2979	5	12	related	relate	VERB
cet-2979	5	13	to	to	ADP
cet-2979	5	14	the	the	DET
cet-2979	5	15	process	process	NOUN
cet-2979	5	16	of	of	ADP
cet-2979	5	17	sugarcane	sugarcane	NOUN
cet-2979	5	18	bagasse	bagasse	NOUN
cet-2979	5	19	delignification	delignification	NOUN
cet-2979	5	20	process	process	NOUN
cet-2979	5	21	using	use	VERB
cet-2979	5	22	alkaline	alkaline	NOUN
cet-2979	5	23	hydrogen	hydrogen	NOUN
cet-2979	5	24	peroxide	peroxide	NOUN
cet-2979	5	25	(	(	PUNCT
cet-2979	5	26	h2o2	h2o2	NOUN
cet-2979	5	27	)	)	PUNCT
cet-2979	5	28	.	.	PUNCT
cet-2979	6	1	for	for	ADP
cet-2979	6	2	this	this	DET
cet-2979	6	3	purpose	purpose	NOUN
cet-2979	6	4	,	,	PUNCT
cet-2979	6	5	it	it	PRON
cet-2979	6	6	was	be	AUX
cet-2979	6	7	used	use	VERB
cet-2979	6	8	a	a	DET
cet-2979	6	9	central	central	ADJ
cet-2979	6	10	composite	composite	ADJ
cet-2979	6	11	rotatable	rotatable	ADJ
cet-2979	6	12	design	design	NOUN
cet-2979	6	13	(	(	PUNCT
cet-2979	6	14	ccrd	ccrd	NOUN
cet-2979	6	15	)	)	PUNCT
cet-2979	6	16	23	23	NUM
cet-2979	6	17	,	,	PUNCT
cet-2979	6	18	with	with	ADP
cet-2979	6	19	three	three	NUM
cet-2979	6	20	central	central	ADJ
cet-2979	6	21	and	and	CCONJ
cet-2979	6	22	six	six	NUM
cet-2979	6	23	axial	axial	ADJ
cet-2979	6	24	points	point	NOUN
cet-2979	6	25	,	,	PUNCT
cet-2979	6	26	totalling	total	VERB
cet-2979	6	27	17	17	NUM
cet-2979	6	28	runs	run	NOUN
cet-2979	6	29	this	this	DET
cet-2979	6	30	matrix	matrix	NOUN
cet-2979	6	31	was	be	AUX
cet-2979	6	32	applied	apply	VERB
cet-2979	6	33	in	in	ADP
cet-2979	6	34	the	the	DET
cet-2979	6	35	temperature	temperature	NOUN
cet-2979	6	36	(	(	PUNCT
cet-2979	6	37	25.0	25.0	NUM
cet-2979	6	38	to	to	PART
cet-2979	6	39	60.0	60.0	NUM
cet-2979	6	40	ºc	ºc	NUM
cet-2979	6	41	)	)	PUNCT
cet-2979	6	42	,	,	PUNCT
cet-2979	6	43	h2o2	h2o2	NOUN
cet-2979	6	44	concentration	concentration	NOUN
cet-2979	6	45	(	(	PUNCT
cet-2979	6	46	2.0	2.0	NUM
cet-2979	6	47	to	to	PART
cet-2979	6	48	15.0	15.0	NUM
cet-2979	6	49	%	%	NOUN
cet-2979	6	50	)	)	PUNCT
cet-2979	6	51	and	and	CCONJ
cet-2979	6	52	ph	ph	NOUN
cet-2979	6	53	(	(	PUNCT
cet-2979	6	54	10.0	10.0	NUM
cet-2979	6	55	to	to	PART
cet-2979	6	56	13.0	13.0	NUM
cet-2979	6	57	)	)	PUNCT
cet-2979	6	58	optimization	optimization	NOUN
cet-2979	6	59	,	,	PUNCT
cet-2979	6	60	using	use	VERB
cet-2979	6	61	the	the	DET
cet-2979	6	62	percentage	percentage	NOUN
cet-2979	6	63	of	of	ADP
cet-2979	6	64	insoluble	insoluble	ADJ
cet-2979	6	65	lignin	lignin	NOUN
cet-2979	6	66	analyzed	analyze	VERB
cet-2979	6	67	by	by	ADP
cet-2979	6	68	the	the	DET
cet-2979	6	69	klason	klason	PROPN
cet-2979	6	70	method	method	NOUN
cet-2979	6	71	as	as	ADP
cet-2979	6	72	response	response	NOUN
cet-2979	6	73	.	.	PUNCT
cet-2979	7	1	the	the	DET
cet-2979	7	2	experiments	experiment	NOUN
cet-2979	7	3	were	be	AUX
cet-2979	7	4	performed	perform	VERB
cet-2979	7	5	in	in	ADP
cet-2979	7	6	duplicate	duplicate	NOUN
cet-2979	7	7	.	.	PUNCT
cet-2979	8	1	the	the	DET
cet-2979	8	2	statistical	statistical	ADJ
cet-2979	8	3	modelling	modelling	NOUN
cet-2979	8	4	was	be	AUX
cet-2979	8	5	confirmed	confirm	VERB
cet-2979	8	6	by	by	ADP
cet-2979	8	7	analysis	analysis	NOUN
cet-2979	8	8	of	of	ADP
cet-2979	8	9	variance	variance	NOUN
cet-2979	8	10	(	(	PUNCT
cet-2979	8	11	anova	anova	PROPN
cet-2979	8	12	)	)	PUNCT
cet-2979	8	13	and	and	CCONJ
cet-2979	8	14	the	the	DET
cet-2979	8	15	model	model	NOUN
cet-2979	8	16	was	be	AUX
cet-2979	8	17	able	able	ADJ
cet-2979	8	18	to	to	PART
cet-2979	8	19	predict	predict	VERB
cet-2979	8	20	the	the	DET
cet-2979	8	21	response	response	NOUN
cet-2979	8	22	with	with	ADP
cet-2979	8	23	92.16	92.16	NUM
cet-2979	8	24	%	%	NOUN
cet-2979	8	25	certainty	certainty	NOUN
cet-2979	8	26	.	.	PUNCT
cet-2979	9	1	through	through	ADP
cet-2979	9	2	the	the	DET
cet-2979	9	3	investigation	investigation	NOUN
cet-2979	9	4	of	of	ADP
cet-2979	9	5	response	response	NOUN
cet-2979	9	6	surface	surface	NOUN
cet-2979	9	7	and	and	CCONJ
cet-2979	9	8	contour	contour	NOUN
cet-2979	9	9	curves	curve	NOUN
cet-2979	9	10	,	,	PUNCT
cet-2979	9	11	it	it	PRON
cet-2979	9	12	was	be	AUX
cet-2979	9	13	identified	identify	VERB
cet-2979	9	14	that	that	SCONJ
cet-2979	9	15	the	the	DET
cet-2979	9	16	conditions	condition	NOUN
cet-2979	9	17	optimized	optimize	VERB
cet-2979	9	18	for	for	ADP
cet-2979	9	19	the	the	DET
cet-2979	9	20	process	process	NOUN
cet-2979	9	21	are	be	AUX
cet-2979	9	22	temperature	temperature	NOUN
cet-2979	9	23	of	of	ADP
cet-2979	9	24	60	60	NUM
cet-2979	9	25	°	°	NOUN
cet-2979	9	26	c	c	NOUN
cet-2979	9	27	,	,	PUNCT
cet-2979	9	28	h2o2	h2o2	NOUN
cet-2979	9	29	concentration	concentration	NOUN
cet-2979	9	30	of	of	ADP
cet-2979	9	31	10	10	NUM
cet-2979	9	32	%	%	NOUN
cet-2979	9	33	m	m	PROPN
cet-2979	9	34	/	/	SYM
cet-2979	9	35	v	v	NOUN
cet-2979	9	36	and	and	CCONJ
cet-2979	9	37	ph	ph	NOUN
cet-2979	9	38	of	of	ADP
cet-2979	9	39	11.5	11.5	NUM
cet-2979	9	40	.	.	PUNCT
cet-2979	10	1	1	1	NUM
cet-2979	10	2	.	.	X
cet-2979	10	3	introduction	introduction	NOUN
cet-2979	10	4	the	the	DET
cet-2979	10	5	production	production	NOUN
cet-2979	10	6	of	of	ADP
cet-2979	10	7	chemical	chemical	NOUN
cet-2979	10	8	compounds	compound	NOUN
cet-2979	10	9	from	from	ADP
cet-2979	10	10	lignocellulosic	lignocellulosic	ADJ
cet-2979	10	11	residues	residue	NOUN
cet-2979	10	12	is	be	AUX
cet-2979	10	13	a	a	DET
cet-2979	10	14	green	green	ADJ
cet-2979	10	15	chemistry	chemistry	NOUN
cet-2979	10	16	strand	strand	NOUN
cet-2979	10	17	.	.	PUNCT
cet-2979	11	1	sugarcane	sugarcane	NOUN
cet-2979	11	2	bagasse	bagasse	NOUN
cet-2979	11	3	is	be	AUX
cet-2979	11	4	a	a	DET
cet-2979	11	5	vegetal	vegetal	ADJ
cet-2979	11	6	biomass	biomass	NOUN
cet-2979	11	7	that	that	PRON
cet-2979	11	8	has	have	VERB
cet-2979	11	9	much	much	ADJ
cet-2979	11	10	potential	potential	NOUN
cet-2979	11	11	for	for	ADP
cet-2979	11	12	use	use	NOUN
cet-2979	11	13	,	,	PUNCT
cet-2979	11	14	because	because	SCONJ
cet-2979	11	15	of	of	ADP
cet-2979	11	16	their	their	PRON
cet-2979	11	17	three	three	NUM
cet-2979	11	18	structural	structural	ADJ
cet-2979	11	19	elements	element	NOUN
cet-2979	11	20	:	:	PUNCT
cet-2979	11	21	cellulose	cellulose	NOUN
cet-2979	11	22	,	,	PUNCT
cet-2979	11	23	hemicellulose	hemicellulose	NOUN
cet-2979	11	24	and	and	CCONJ
cet-2979	11	25	lignin	lignin	PROPN
cet-2979	11	26	.	.	PUNCT
cet-2979	12	1	the	the	DET
cet-2979	12	2	pretreatment	pretreatment	NOUN
cet-2979	12	3	process	process	NOUN
cet-2979	12	4	with	with	ADP
cet-2979	12	5	h2o2	h2o2	NOUN
cet-2979	12	6	leads	lead	NOUN
cet-2979	12	7	to	to	ADP
cet-2979	12	8	delignification	delignification	NOUN
cet-2979	12	9	of	of	ADP
cet-2979	12	10	sugarcane	sugarcane	NOUN
cet-2979	12	11	bagasse	bagasse	NOUN
cet-2979	12	12	.	.	PUNCT
cet-2979	13	1	in	in	ADP
cet-2979	13	2	other	other	ADJ
cet-2979	13	3	words	word	NOUN
cet-2979	13	4	,	,	PUNCT
cet-2979	13	5	this	this	DET
cet-2979	13	6	process	process	NOUN
cet-2979	13	7	is	be	AUX
cet-2979	13	8	mainly	mainly	ADV
cet-2979	13	9	involved	involve	VERB
cet-2979	13	10	in	in	ADP
cet-2979	13	11	effective	effective	ADJ
cet-2979	13	12	separation	separation	NOUN
cet-2979	13	13	of	of	ADP
cet-2979	13	14	these	these	DET
cet-2979	13	15	complex	complex	ADJ
cet-2979	13	16	interlinked	interlinked	ADJ
cet-2979	13	17	fractions	fraction	NOUN
cet-2979	13	18	and	and	CCONJ
cet-2979	13	19	increase	increase	VERB
cet-2979	13	20	the	the	DET
cet-2979	13	21	accessibility	accessibility	NOUN
cet-2979	13	22	of	of	ADP
cet-2979	13	23	each	each	DET
cet-2979	13	24	individual	individual	ADJ
cet-2979	13	25	component	component	NOUN
cet-2979	13	26	.	.	PUNCT
cet-2979	14	1	shimizu	shimizu	PROPN
cet-2979	14	2	et	et	PROPN
cet-2979	14	3	al	al	PROPN
cet-2979	14	4	.	.	PROPN
cet-2979	14	5	,	,	PUNCT
cet-2979	14	6	2018	2018	NUM
cet-2979	14	7	studied	study	VERB
cet-2979	14	8	acid	acid	NOUN
cet-2979	14	9	(	(	PUNCT
cet-2979	14	10	h2so4	h2so4	PROPN
cet-2979	14	11	)	)	PUNCT
cet-2979	14	12	pretreatment	pretreatment	NOUN
cet-2979	14	13	,	,	PUNCT
cet-2979	14	14	alkaline	alkaline	NOUN
cet-2979	14	15	(	(	PUNCT
cet-2979	14	16	naoh	naoh	NOUN
cet-2979	14	17	)	)	PUNCT
cet-2979	14	18	pretreatment	pretreatment	NOUN
cet-2979	14	19	and	and	CCONJ
cet-2979	14	20	pretreatment	pretreatment	NOUN
cet-2979	14	21	using	use	VERB
cet-2979	14	22	h2o2	h2o2	NOUN
cet-2979	14	23	to	to	PART
cet-2979	14	24	remove	remove	VERB
cet-2979	14	25	lignin	lignin	NOUN
cet-2979	14	26	from	from	ADP
cet-2979	14	27	banana	banana	NOUN
cet-2979	14	28	pseudostem	pseudostem	NOUN
cet-2979	14	29	to	to	PART
cet-2979	14	30	increase	increase	VERB
cet-2979	14	31	the	the	DET
cet-2979	14	32	accessibility	accessibility	NOUN
cet-2979	14	33	of	of	ADP
cet-2979	14	34	cellulose	cellulose	NOUN
cet-2979	14	35	.	.	PUNCT
cet-2979	15	1	in	in	ADP
cet-2979	15	2	this	this	DET
cet-2979	15	3	context	context	NOUN
cet-2979	15	4	,	,	PUNCT
cet-2979	15	5	even	even	ADV
cet-2979	15	6	without	without	ADP
cet-2979	15	7	an	an	DET
cet-2979	15	8	experimental	experimental	ADJ
cet-2979	15	9	design	design	NOUN
cet-2979	15	10	,	,	PUNCT
cet-2979	15	11	pretreatment	pretreatment	NOUN
cet-2979	15	12	using	use	VERB
cet-2979	15	13	h2o2	h2o2	NOUN
cet-2979	15	14	proved	prove	VERB
cet-2979	15	15	to	to	PART
cet-2979	15	16	be	be	AUX
cet-2979	15	17	more	more	ADV
cet-2979	15	18	efficient	efficient	ADJ
cet-2979	15	19	in	in	ADP
cet-2979	15	20	reducing	reduce	VERB
cet-2979	15	21	the	the	DET
cet-2979	15	22	lignin	lignin	NOUN
cet-2979	15	23	content	content	NOUN
cet-2979	15	24	(	(	PUNCT
cet-2979	15	25	from	from	ADP
cet-2979	15	26	17	17	NUM
cet-2979	15	27	%	%	NOUN
cet-2979	15	28	to	to	PART
cet-2979	15	29	7	7	NUM
cet-2979	15	30	%	%	NOUN
cet-2979	15	31	)	)	PUNCT
cet-2979	15	32	,	,	PUNCT
cet-2979	15	33	as	as	ADV
cet-2979	15	34	well	well	ADV
cet-2979	15	35	as	as	ADP
cet-2979	15	36	alkaline	alkaline	ADJ
cet-2979	15	37	pretreatment	pretreatment	NOUN
cet-2979	15	38	.	.	PUNCT
cet-2979	16	1	therefore	therefore	ADV
cet-2979	16	2	,	,	PUNCT
cet-2979	16	3	the	the	DET
cet-2979	16	4	cellulose	cellulose	NOUN
cet-2979	16	5	content	content	NOUN
cet-2979	16	6	increased	increase	VERB
cet-2979	16	7	from	from	ADP
cet-2979	16	8	60	60	NUM
cet-2979	16	9	%	%	NOUN
cet-2979	16	10	to	to	PART
cet-2979	16	11	75	75	NUM
cet-2979	16	12	%	%	NOUN
cet-2979	16	13	when	when	SCONJ
cet-2979	16	14	pretreatment	pretreatment	NOUN
cet-2979	16	15	using	use	VERB
cet-2979	16	16	h2o2	h2o2	PROPN
cet-2979	16	17	was	be	AUX
cet-2979	16	18	applied	apply	VERB
cet-2979	16	19	.	.	PUNCT
cet-2979	17	1	the	the	DET
cet-2979	17	2	acid	acid	PROPN
cet-2979	17	3	pretreatment	pretreatment	NOUN
cet-2979	17	4	did	do	AUX
cet-2979	17	5	not	not	PART
cet-2979	17	6	result	result	VERB
cet-2979	17	7	in	in	ADP
cet-2979	17	8	any	any	DET
cet-2979	17	9	improvement	improvement	NOUN
cet-2979	17	10	.	.	PUNCT
cet-2979	18	1	however	however	ADV
cet-2979	18	2	,	,	PUNCT
cet-2979	18	3	the	the	DET
cet-2979	18	4	alkaline	alkaline	NOUN
cet-2979	18	5	pretreatment	pretreatment	NOUN
cet-2979	18	6	generates	generate	VERB
cet-2979	18	7	several	several	ADJ
cet-2979	18	8	intermediate	intermediate	ADJ
cet-2979	18	9	residues	residue	NOUN
cet-2979	18	10	.	.	PUNCT
cet-2979	19	1	considering	consider	VERB
cet-2979	19	2	the	the	DET
cet-2979	19	3	principles	principle	NOUN
cet-2979	19	4	of	of	ADP
cet-2979	19	5	green	green	ADJ
cet-2979	19	6	chemistry	chemistry	NOUN
cet-2979	19	7	,	,	PUNCT
cet-2979	19	8	the	the	DET
cet-2979	19	9	pretreatment	pretreatment	NOUN
cet-2979	19	10	using	use	VERB
cet-2979	19	11	h2o2	h2o2	NOUN
cet-2979	19	12	in	in	ADP
cet-2979	19	13	sugarcane	sugarcane	NOUN
cet-2979	19	14	bagasse	bagasse	NOUN
cet-2979	19	15	becomes	become	VERB
cet-2979	19	16	more	more	ADV
cet-2979	19	17	interesting	interesting	ADJ
cet-2979	19	18	,	,	PUNCT
cet-2979	19	19	since	since	SCONJ
cet-2979	19	20	it	it	PRON
cet-2979	19	21	is	be	AUX
cet-2979	19	22	a	a	DET
cet-2979	19	23	compound	compound	NOUN
cet-2979	19	24	that	that	PRON
cet-2979	19	25	dissociates	dissociate	NOUN
cet-2979	19	26	in	in	ADP
cet-2979	19	27	oxygen	oxygen	NOUN
cet-2979	19	28	and	and	CCONJ
cet-2979	19	29	water	water	NOUN
cet-2979	19	30	,	,	PUNCT
cet-2979	19	31	without	without	ADP
cet-2979	19	32	high	high	ADJ
cet-2979	19	33	environmental	environmental	ADJ
cet-2979	19	34	risk	risk	NOUN
cet-2979	19	35	.	.	PUNCT
cet-2979	20	1	according	accord	VERB
cet-2979	20	2	to	to	ADP
cet-2979	20	3	karagoz	karagoz	PROPN
cet-2979	20	4	et	et	PROPN
cet-2979	20	5	al	al	PROPN
cet-2979	20	6	.	.	PROPN
cet-2979	20	7	,	,	PUNCT
cet-2979	20	8	2012	2012	NUM
cet-2979	20	9	,	,	PUNCT
cet-2979	20	10	pretreatment	pretreatment	NOUN
cet-2979	20	11	using	use	VERB
cet-2979	20	12	h2o2	h2o2	NOUN
cet-2979	20	13	is	be	AUX
cet-2979	20	14	more	more	ADV
cet-2979	20	15	effective	effective	ADJ
cet-2979	20	16	in	in	ADP
cet-2979	20	17	solubilizing	solubilize	VERB
cet-2979	20	18	lignin	lignin	NOUN
cet-2979	20	19	,	,	PUNCT
cet-2979	20	20	improving	improve	VERB
cet-2979	20	21	the	the	DET
cet-2979	20	22	digestibility	digestibility	NOUN
cet-2979	20	23	of	of	ADP
cet-2979	20	24	lignocellulosic	lignocellulosic	ADJ
cet-2979	20	25	biomass	biomass	NOUN
cet-2979	20	26	.	.	PUNCT
cet-2979	21	1	with	with	ADP
cet-2979	21	2	the	the	DET
cet-2979	21	3	demand	demand	NOUN
cet-2979	21	4	for	for	ADP
cet-2979	21	5	more	more	ADV
cet-2979	21	6	efficient	efficient	ADJ
cet-2979	21	7	processes	process	NOUN
cet-2979	21	8	,	,	PUNCT
cet-2979	21	9	with	with	ADP
cet-2979	21	10	lower	low	ADJ
cet-2979	21	11	costs	cost	NOUN
cet-2979	21	12	and	and	CCONJ
cet-2979	21	13	environmental	environmental	ADJ
cet-2979	21	14	impacts	impact	NOUN
cet-2979	21	15	,	,	PUNCT
cet-2979	21	16	it	it	PRON
cet-2979	21	17	becomes	become	VERB
cet-2979	21	18	necessary	necessary	ADJ
cet-2979	21	19	to	to	PART
cet-2979	21	20	use	use	VERB
cet-2979	21	21	computational	computational	ADJ
cet-2979	21	22	tools	tool	NOUN
cet-2979	21	23	to	to	PART
cet-2979	21	24	achieve	achieve	VERB
cet-2979	21	25	optimal	optimal	ADJ
cet-2979	21	26	solutions	solution	NOUN
cet-2979	21	27	.	.	PUNCT
cet-2979	22	1	aiming	aim	VERB
cet-2979	22	2	at	at	ADP
cet-2979	22	3	the	the	DET
cet-2979	22	4	application	application	NOUN
cet-2979	22	5	of	of	ADP
cet-2979	22	6	optimization	optimization	NOUN
cet-2979	22	7	methods	method	NOUN
cet-2979	22	8	,	,	PUNCT
cet-2979	22	9	it	it	PRON
cet-2979	22	10	is	be	AUX
cet-2979	22	11	relevant	relevant	ADJ
cet-2979	22	12	to	to	PART
cet-2979	22	13	build	build	VERB
cet-2979	22	14	a	a	DET
cet-2979	22	15	mathematical	mathematical	ADJ
cet-2979	22	16	model	model	NOUN
cet-2979	22	17	that	that	PRON
cet-2979	22	18	adequately	adequately	ADV
cet-2979	22	19	describes	describe	VERB
cet-2979	22	20	the	the	DET
cet-2979	22	21	process	process	NOUN
cet-2979	22	22	to	to	PART
cet-2979	22	23	be	be	AUX
cet-2979	22	24	studied	study	VERB
cet-2979	22	25	.	.	PUNCT
cet-2979	23	1	ramli	ramli	PROPN
cet-2979	23	2	et	et	PROPN
cet-2979	23	3	al	al	PROPN
cet-2979	23	4	.	.	PROPN
cet-2979	23	5	,	,	PUNCT
cet-2979	23	6	2017	2017	NUM
cet-2979	23	7	used	use	VERB
cet-2979	23	8	the	the	DET
cet-2979	23	9	response	response	NOUN
cet-2979	23	10	surface	surface	NOUN
cet-2979	23	11	methodology	methodology	NOUN
cet-2979	23	12	with	with	ADP
cet-2979	23	13	central	central	ADJ
cet-2979	23	14	composite	composite	ADJ
cet-2979	23	15	design	design	NOUN
cet-2979	23	16	in	in	ADP
cet-2979	23	17	order	order	NOUN
cet-2979	23	18	to	to	PART
cet-2979	23	19	evaluate	evaluate	VERB
cet-2979	23	20	the	the	DET
cet-2979	23	21	effects	effect	NOUN
cet-2979	23	22	of	of	ADP
cet-2979	23	23	the	the	DET
cet-2979	23	24	amino	amino	NOUN
cet-2979	23	25	acid	acid	NOUN
cet-2979	23	26	fermentation	fermentation	NOUN
cet-2979	23	27	operation	operation	NOUN
cet-2979	23	28	for	for	ADP
cet-2979	23	29	isobutanol	isobutanol	ADJ
cet-2979	23	30	production	production	NOUN
cet-2979	23	31	.	.	PUNCT
cet-2979	24	1	the	the	DET
cet-2979	24	2	evaluated	evaluated	ADJ
cet-2979	24	3	parameters	parameter	NOUN
cet-2979	24	4	were	be	AUX
cet-2979	24	5	temperature	temperature	NOUN
cet-2979	24	6	,	,	PUNCT
cet-2979	24	7	ph	ph	ADJ
cet-2979	24	8	,	,	PUNCT
cet-2979	24	9	agitation	agitation	NOUN
cet-2979	24	10	speed	speed	NOUN
cet-2979	24	11	and	and	CCONJ
cet-2979	24	12	inoculum	inoculum	NOUN
cet-2979	24	13	size	size	NOUN
cet-2979	24	14	.	.	PUNCT
cet-2979	25	1	from	from	ADP
cet-2979	25	2	the	the	DET
cet-2979	25	3	experimental	experimental	ADJ
cet-2979	25	4	results	result	NOUN
cet-2979	25	5	,	,	PUNCT
cet-2979	25	6	it	it	PRON
cet-2979	25	7	was	be	AUX
cet-2979	25	8	possible	possible	ADJ
cet-2979	25	9	to	to	PART
cet-2979	25	10	build	build	VERB
cet-2979	25	11	a	a	DET
cet-2979	25	12	prediction	prediction	NOUN
cet-2979	25	13	model	model	NOUN
cet-2979	25	14	of	of	ADP
cet-2979	25	15	the	the	DET
cet-2979	25	16	produced	produce	VERB
cet-2979	25	17	isobutanol	isobutanol	ADJ
cet-2979	25	18	yield	yield	NOUN
cet-2979	25	19	.	.	PUNCT
cet-2979	26	1	the	the	DET
cet-2979	26	2	use	use	NOUN
cet-2979	26	3	of	of	ADP
cet-2979	26	4	the	the	DET
cet-2979	26	5	response	response	NOUN
cet-2979	26	6	surface	surface	NOUN
cet-2979	26	7	allowed	allow	VERB
cet-2979	26	8	the	the	DET
cet-2979	26	9	identification	identification	NOUN
cet-2979	26	10	of	of	ADP
cet-2979	26	11	optimum	optimum	ADJ
cet-2979	26	12	values	value	NOUN
cet-2979	26	13	of	of	ADP
cet-2979	26	14	the	the	DET
cet-2979	26	15	process	process	NOUN
cet-2979	26	16	parameters	parameter	NOUN
cet-2979	26	17	suited	suit	VERB
cet-2979	26	18	so	so	SCONJ
cet-2979	26	19	that	that	SCONJ
cet-2979	26	20	the	the	DET
cet-2979	26	21	yield	yield	NOUN
cet-2979	26	22	of	of	ADP
cet-2979	26	23	isobutanol	isobutanol	NOUN
cet-2979	26	24	was	be	AUX
cet-2979	26	25	maximum	maximum	ADJ
cet-2979	26	26	.	.	PUNCT
cet-2979	27	1	it	it	PRON
cet-2979	27	2	is	be	AUX
cet-2979	27	3	important	important	ADJ
cet-2979	27	4	to	to	PART
cet-2979	27	5	emphasize	emphasize	VERB
cet-2979	27	6	that	that	SCONJ
cet-2979	27	7	the	the	DET
cet-2979	27	8	methodology	methodology	NOUN
cet-2979	27	9	for	for	ADP
cet-2979	27	10	the	the	DET
cet-2979	27	11	quantification	quantification	NOUN
cet-2979	27	12	of	of	ADP
cet-2979	27	13	residual	residual	ADJ
cet-2979	27	14	lignin	lignin	NOUN
cet-2979	27	15	in	in	ADP
cet-2979	27	16	the	the	DET
cet-2979	27	17	biomass	biomass	NOUN
cet-2979	27	18	after	after	SCONJ
cet-2979	27	19	pretreatment	pretreatment	NOUN
cet-2979	27	20	is	be	AUX
cet-2979	27	21	delayed	delay	VERB
cet-2979	27	22	,	,	PUNCT
cet-2979	27	23	so	so	SCONJ
cet-2979	27	24	that	that	SCONJ
cet-2979	27	25	the	the	DET
cet-2979	27	26	result	result	NOUN
cet-2979	27	27	can	can	AUX
cet-2979	27	28	only	only	ADV
cet-2979	27	29	be	be	AUX
cet-2979	27	30	acquired	acquire	VERB
cet-2979	27	31	after	after	ADP
cet-2979	27	32	48	48	NUM
cet-2979	27	33	h	h	NOUN
cet-2979	27	34	of	of	ADP
cet-2979	27	35	procedure	procedure	NOUN
cet-2979	27	36	.	.	PUNCT
cet-2979	28	1	thus	thus	ADV
cet-2979	28	2	,	,	PUNCT
cet-2979	28	3	421	421	NUM
cet-2979	28	4	doi	doi	NOUN
cet-2979	28	5	:	:	PUNCT
cet-2979	28	6	10.3303	10.3303	NUM
cet-2979	28	7	/	/	SYM
cet-2979	28	8	cet1865071	cet1865071	NOUN
cet-2979	28	9	please	please	INTJ
cet-2979	28	10	cite	cite	VERB
cet-2979	28	11	this	this	DET
cet-2979	28	12	article	article	NOUN
cet-2979	28	13	as	as	ADP
cet-2979	28	14	:	:	PUNCT
cet-2979	28	15	valim	valim	PROPN
cet-2979	28	16	i.c	i.c	PROPN
cet-2979	28	17	.	.	PROPN
cet-2979	28	18	,	,	PUNCT
cet-2979	28	19	rego	rego	PROPN
cet-2979	28	20	a.s.c	a.s.c	ADJ
cet-2979	28	21	.	.	PROPN
cet-2979	28	22	,	,	PUNCT
cet-2979	28	23	vieira	vieira	PROPN
cet-2979	28	24	a.a.s	a.a.s	PROPN
cet-2979	28	25	.	.	PROPN
cet-2979	28	26	,	,	PUNCT
cet-2979	28	27	vilani	vilani	PROPN
cet-2979	28	28	c.	c.	PROPN
cet-2979	28	29	,	,	PUNCT
cet-2979	28	30	martins	martin	VERB
cet-2979	28	31	a.r.f.a	a.r.f.a	PROPN
cet-2979	28	32	.	.	PROPN
cet-2979	28	33	,	,	PUNCT
cet-2979	28	34	santos	santos	PROPN
cet-2979	28	35	b.	b.	PROPN
cet-2979	28	36	,	,	PUNCT
cet-2979	28	37	2018	2018	NUM
cet-2979	28	38	,	,	PUNCT
cet-2979	28	39	response	response	NOUN
cet-2979	28	40	surface	surface	NOUN
cet-2979	28	41	methodologies	methodology	NOUN
cet-2979	28	42	to	to	PART
cet-2979	28	43	investigate	investigate	VERB
cet-2979	28	44	the	the	DET
cet-2979	28	45	pretreatment	pretreatment	NOUN
cet-2979	28	46	of	of	ADP
cet-2979	28	47	sugarcane	sugarcane	NOUN
cet-2979	28	48	bagasse	bagasse	NOUN
cet-2979	28	49	via	via	ADP
cet-2979	28	50	alkaline	alkaline	ADJ
cet-2979	28	51	hydrogen	hydrogen	NOUN
cet-2979	28	52	peroxide	peroxide	NOUN
cet-2979	28	53	,	,	PUNCT
cet-2979	28	54	chemical	chemical	NOUN
cet-2979	28	55	engineering	engineering	NOUN
cet-2979	28	56	transactions	transaction	NOUN
cet-2979	28	57	,	,	PUNCT
cet-2979	28	58	65	65	NUM
cet-2979	28	59	,	,	PUNCT
cet-2979	28	60	421	421	NUM
cet-2979	28	61	-	-	SYM
cet-2979	28	62	426	426	NUM
cet-2979	28	63	doi	doi	NOUN
cet-2979	28	64	:	:	PUNCT
cet-2979	28	65	10.3303	10.3303	NUM
cet-2979	28	66	/	/	SYM
cet-2979	28	67	cet1865071	cet1865071	NOUN
cet-2979	28	68	the	the	DET
cet-2979	28	69	construction	construction	NOUN
cet-2979	28	70	of	of	ADP
cet-2979	28	71	a	a	DET
cet-2979	28	72	statistical	statistical	ADJ
cet-2979	28	73	model	model	NOUN
cet-2979	28	74	capable	capable	ADJ
cet-2979	28	75	of	of	ADP
cet-2979	28	76	predicting	predict	VERB
cet-2979	28	77	the	the	DET
cet-2979	28	78	insoluble	insoluble	ADJ
cet-2979	28	79	lignin	lignin	NOUN
cet-2979	28	80	content	content	NOUN
cet-2979	28	81	in	in	ADP
cet-2979	28	82	biomass	biomass	NOUN
cet-2979	28	83	after	after	ADP
cet-2979	28	84	pretreatment	pretreatment	NOUN
cet-2979	28	85	using	use	VERB
cet-2979	28	86	h2o2	h2o2	NOUN
cet-2979	28	87	,	,	PUNCT
cet-2979	28	88	given	give	VERB
cet-2979	28	89	the	the	DET
cet-2979	28	90	process	process	NOUN
cet-2979	28	91	parameters	parameter	NOUN
cet-2979	28	92	evaluated	evaluate	VERB
cet-2979	28	93	,	,	PUNCT
cet-2979	28	94	is	be	AUX
cet-2979	28	95	of	of	ADP
cet-2979	28	96	high	high	ADJ
cet-2979	28	97	importance	importance	NOUN
cet-2979	28	98	.	.	PUNCT
cet-2979	29	1	therefore	therefore	ADV
cet-2979	29	2	,	,	PUNCT
cet-2979	29	3	it	it	PRON
cet-2979	29	4	is	be	AUX
cet-2979	29	5	proposed	propose	VERB
cet-2979	29	6	in	in	ADP
cet-2979	29	7	this	this	DET
cet-2979	29	8	study	study	NOUN
cet-2979	29	9	the	the	DET
cet-2979	29	10	use	use	NOUN
cet-2979	29	11	of	of	ADP
cet-2979	29	12	experimental	experimental	ADJ
cet-2979	29	13	design	design	NOUN
cet-2979	29	14	to	to	PART
cet-2979	29	15	obtain	obtain	VERB
cet-2979	29	16	the	the	DET
cet-2979	29	17	mathematical	mathematical	ADJ
cet-2979	29	18	model	model	NOUN
cet-2979	29	19	to	to	PART
cet-2979	29	20	predict	predict	VERB
cet-2979	29	21	insoluble	insoluble	ADJ
cet-2979	29	22	residual	residual	ADJ
cet-2979	29	23	lignin	lignin	NOUN
cet-2979	29	24	content	content	NOUN
cet-2979	29	25	in	in	ADP
cet-2979	29	26	sugarcane	sugarcane	NOUN
cet-2979	29	27	bagasse	bagasse	NOUN
cet-2979	29	28	after	after	ADP
cet-2979	29	29	pretreatment	pretreatment	NOUN
cet-2979	29	30	with	with	ADP
cet-2979	29	31	h2o2	h2o2	NOUN
cet-2979	29	32	.	.	NOUN
cet-2979	29	33	in	in	ADP
cet-2979	29	34	addition	addition	NOUN
cet-2979	29	35	,	,	PUNCT
cet-2979	29	36	it	it	PRON
cet-2979	29	37	was	be	AUX
cet-2979	29	38	proposed	propose	VERB
cet-2979	29	39	,	,	PUNCT
cet-2979	29	40	based	base	VERB
cet-2979	29	41	on	on	ADP
cet-2979	29	42	the	the	DET
cet-2979	29	43	developed	develop	VERB
cet-2979	29	44	model	model	NOUN
cet-2979	29	45	,	,	PUNCT
cet-2979	29	46	to	to	PART
cet-2979	29	47	obtain	obtain	VERB
cet-2979	29	48	the	the	DET
cet-2979	29	49	response	response	NOUN
cet-2979	29	50	surface	surface	NOUN
cet-2979	29	51	and	and	CCONJ
cet-2979	29	52	,	,	PUNCT
cet-2979	29	53	through	through	ADP
cet-2979	29	54	this	this	DET
cet-2979	29	55	analysis	analysis	NOUN
cet-2979	29	56	,	,	PUNCT
cet-2979	29	57	to	to	PART
cet-2979	29	58	determine	determine	VERB
cet-2979	29	59	the	the	DET
cet-2979	29	60	optimized	optimize	VERB
cet-2979	29	61	conditions	condition	NOUN
cet-2979	29	62	,	,	PUNCT
cet-2979	29	63	knowing	know	VERB
cet-2979	29	64	the	the	DET
cet-2979	29	65	statistical	statistical	ADJ
cet-2979	29	66	significance	significance	NOUN
cet-2979	29	67	of	of	ADP
cet-2979	29	68	the	the	DET
cet-2979	29	69	responses	response	NOUN
cet-2979	29	70	.	.	PUNCT
cet-2979	30	1	2	2	X
cet-2979	30	2	.	.	X
cet-2979	30	3	materials	material	NOUN
cet-2979	30	4	and	and	CCONJ
cet-2979	30	5	methods	method	NOUN
cet-2979	30	6	2.1	2.1	NUM
cet-2979	30	7	experimental	experimental	ADJ
cet-2979	30	8	design	design	NOUN
cet-2979	30	9	a	a	DET
cet-2979	30	10	ccrd	ccrd	NOUN
cet-2979	30	11	with	with	ADP
cet-2979	30	12	three	three	NUM
cet-2979	30	13	independent	independent	ADJ
cet-2979	30	14	variables	variable	NOUN
cet-2979	30	15	(	(	PUNCT
cet-2979	30	16	temperature	temperature	NOUN
cet-2979	30	17	,	,	PUNCT
cet-2979	30	18	h2o2	h2o2	NOUN
cet-2979	30	19	concentration	concentration	NOUN
cet-2979	30	20	and	and	CCONJ
cet-2979	30	21	ph	ph	VERB
cet-2979	30	22	)	)	PUNCT
cet-2979	30	23	was	be	AUX
cet-2979	30	24	used	use	VERB
cet-2979	30	25	to	to	PART
cet-2979	30	26	evaluate	evaluate	VERB
cet-2979	30	27	the	the	DET
cet-2979	30	28	parameters	parameter	NOUN
cet-2979	30	29	of	of	ADP
cet-2979	30	30	the	the	DET
cet-2979	30	31	biomass	biomass	NOUN
cet-2979	30	32	delignification	delignification	NOUN
cet-2979	30	33	process	process	NOUN
cet-2979	30	34	.	.	PUNCT
cet-2979	31	1	in	in	ADP
cet-2979	31	2	total	total	ADJ
cet-2979	31	3	,	,	PUNCT
cet-2979	31	4	17	17	NUM
cet-2979	31	5	tests	test	NOUN
cet-2979	31	6	were	be	AUX
cet-2979	31	7	performed	perform	VERB
cet-2979	31	8	:	:	PUNCT
cet-2979	31	9	8	8	NUM
cet-2979	31	10	factorial	factorial	ADJ
cet-2979	31	11	tests	test	NOUN
cet-2979	31	12	,	,	PUNCT
cet-2979	31	13	6	6	NUM
cet-2979	31	14	axial	axial	ADJ
cet-2979	31	15	point	point	NOUN
cet-2979	31	16	to	to	PART
cet-2979	31	17	test	test	VERB
cet-2979	31	18	the	the	DET
cet-2979	31	19	second	second	ADJ
cet-2979	31	20	order	order	NOUN
cet-2979	31	21	model	model	NOUN
cet-2979	31	22	and	and	CCONJ
cet-2979	31	23	3	3	NUM
cet-2979	31	24	tests	test	NOUN
cet-2979	31	25	in	in	ADP
cet-2979	31	26	the	the	DET
cet-2979	31	27	central	central	ADJ
cet-2979	31	28	condition	condition	NOUN
cet-2979	31	29	,	,	PUNCT
cet-2979	31	30	indispensable	indispensable	ADJ
cet-2979	31	31	to	to	PART
cet-2979	31	32	evaluate	evaluate	VERB
cet-2979	31	33	the	the	DET
cet-2979	31	34	quality	quality	NOUN
cet-2979	31	35	of	of	ADP
cet-2979	31	36	process	process	NOUN
cet-2979	31	37	repeatability	repeatability	NOUN
cet-2979	31	38	.	.	PUNCT
cet-2979	32	1	table	table	NOUN
cet-2979	32	2	1	1	NUM
cet-2979	32	3	describes	describe	VERB
cet-2979	32	4	the	the	DET
cet-2979	32	5	levels	level	NOUN
cet-2979	32	6	in	in	ADP
cet-2979	32	7	which	which	PRON
cet-2979	32	8	the	the	DET
cet-2979	32	9	parameters	parameter	NOUN
cet-2979	32	10	were	be	AUX
cet-2979	32	11	analyzed	analyze	VERB
cet-2979	32	12	.	.	PUNCT
cet-2979	33	1	the	the	DET
cet-2979	33	2	variables	variable	NOUN
cet-2979	33	3	were	be	AUX
cet-2979	33	4	coded	code	VERB
cet-2979	33	5	as	as	ADP
cet-2979	33	6	x1	x1	PROPN
cet-2979	33	7	,	,	PUNCT
cet-2979	33	8	x2	x2	PROPN
cet-2979	33	9	and	and	CCONJ
cet-2979	33	10	x3	x3	ADJ
cet-2979	33	11	,	,	PUNCT
cet-2979	33	12	respectively	respectively	ADV
cet-2979	33	13	.	.	PUNCT
cet-2979	34	1	table	table	NOUN
cet-2979	34	2	1	1	NUM
cet-2979	34	3	:	:	PUNCT
cet-2979	34	4	values	value	NOUN
cet-2979	34	5	used	use	VERB
cet-2979	34	6	in	in	ADP
cet-2979	34	7	the	the	DET
cet-2979	34	8	experimental	experimental	ADJ
cet-2979	34	9	design	design	NOUN
cet-2979	34	10	for	for	ADP
cet-2979	34	11	the	the	DET
cet-2979	34	12	sugarcane	sugarcane	NOUN
cet-2979	34	13	bagasse	bagasse	NOUN
cet-2979	34	14	delignification	delignification	NOUN
cet-2979	34	15	process	process	NOUN
cet-2979	34	16	.	.	PUNCT
cet-2979	35	1	variables	variables	PROPN
cet-2979	35	2	code	code	PROPN
cet-2979	35	3	-1.68	-1.68	PROPN
cet-2979	35	4	-1	-1	SYM
cet-2979	35	5	0	0	PUNCT
cet-2979	36	1	+1	+1	PRON
cet-2979	36	2	+1.68	+1.68	PROPN
cet-2979	36	3	temperature	temperature	NOUN
cet-2979	36	4	(	(	PUNCT
cet-2979	36	5	°	°	ADP
cet-2979	36	6	c	c	NOUN
cet-2979	36	7	)	)	PUNCT
cet-2979	36	8	hydrogen	hydrogen	NOUN
cet-2979	36	9	peroxide	peroxide	NOUN
cet-2979	36	10	concentration	concentration	NOUN
cet-2979	36	11	(	(	PUNCT
cet-2979	36	12	%	%	NOUN
cet-2979	36	13	m	m	PROPN
cet-2979	36	14	/	/	SYM
cet-2979	36	15	v	v	NOUN
cet-2979	36	16	)	)	PUNCT
cet-2979	36	17	ph	ph	NOUN
cet-2979	37	1	x1	x1	PROPN
cet-2979	37	2	x2	x2	PROPN
cet-2979	37	3	x3	x3	PROPN
cet-2979	37	4	25.0	25.0	NUM
cet-2979	37	5	2.0	2.0	NUM
cet-2979	37	6	10.0	10.0	NUM
cet-2979	37	7	32.1	32.1	NUM
cet-2979	37	8	4.6	4.6	NUM
cet-2979	37	9	10.6	10.6	NUM
cet-2979	37	10	42.5	42.5	NUM
cet-2979	37	11	8.5	8.5	NUM
cet-2979	37	12	11.5	11.5	NUM
cet-2979	37	13	52.9	52.9	NUM
cet-2979	37	14	12.4	12.4	NUM
cet-2979	37	15	12.4	12.4	NUM
cet-2979	37	16	60.0	60.0	NUM
cet-2979	37	17	15.0	15.0	NUM
cet-2979	37	18	13.0	13.0	NUM
cet-2979	37	19	the	the	DET
cet-2979	37	20	statistical	statistical	ADJ
cet-2979	37	21	model	model	NOUN
cet-2979	37	22	used	use	VERB
cet-2979	37	23	in	in	ADP
cet-2979	37	24	the	the	DET
cet-2979	37	25	insoluble	insoluble	ADJ
cet-2979	37	26	lignin	lignin	NOUN
cet-2979	37	27	content	content	NOUN
cet-2979	37	28	prediction	prediction	NOUN
cet-2979	37	29	in	in	ADP
cet-2979	37	30	biomass	biomass	NOUN
cet-2979	37	31	after	after	SCONJ
cet-2979	37	32	pretreatment	pretreatment	NOUN
cet-2979	37	33	shows	show	VERB
cet-2979	37	34	a	a	DET
cet-2979	37	35	relation	relation	NOUN
cet-2979	37	36	between	between	ADP
cet-2979	37	37	the	the	DET
cet-2979	37	38	independent	independent	ADJ
cet-2979	37	39	variables	variable	NOUN
cet-2979	37	40	and	and	CCONJ
cet-2979	37	41	the	the	DET
cet-2979	37	42	response	response	NOUN
cet-2979	37	43	,	,	PUNCT
cet-2979	37	44	according	accord	VERB
cet-2979	37	45	to	to	ADP
cet-2979	37	46	the	the	DET
cet-2979	37	47	polynomial	polynomial	ADJ
cet-2979	37	48	equation	equation	NOUN
cet-2979	37	49	shown	show	VERB
cet-2979	37	50	in	in	ADP
cet-2979	37	51	eq(1	eq(1	NOUN
cet-2979	37	52	)	)	PUNCT
cet-2979	37	53	.	.	PUNCT
cet-2979	38	1	y=	y=	NUM
cet-2979	38	2	β0+β1x1+β2x2+β3x3+β12x1x2+β13x1x3+β23x2x3+β11x1²+β22x2²+β33x3²	β0+β1x1+β2x2+β3x3+β12x1x2+β13x1x3+β23x2x3+β11x1²+β22x2²+β33x3²	PUNCT
cet-2979	39	1	(	(	PUNCT
cet-2979	39	2	1	1	X
cet-2979	39	3	)	)	PUNCT
cet-2979	39	4	the	the	DET
cet-2979	39	5	parameter	parameter	NOUN
cet-2979	39	6	y	y	PROPN
cet-2979	39	7	is	be	AUX
cet-2979	39	8	the	the	DET
cet-2979	39	9	insoluble	insoluble	ADJ
cet-2979	39	10	lignin	lignin	NOUN
cet-2979	39	11	content	content	NOUN
cet-2979	39	12	in	in	ADP
cet-2979	39	13	biomass	biomass	NOUN
cet-2979	39	14	.	.	PUNCT
cet-2979	40	1	x1	x1	NUM
cet-2979	40	2	,	,	PUNCT
cet-2979	40	3	x2	x2	PROPN
cet-2979	40	4	and	and	CCONJ
cet-2979	40	5	x3	x3	PROPN
cet-2979	40	6	represent	represent	VERB
cet-2979	40	7	the	the	DET
cet-2979	40	8	variables	variable	NOUN
cet-2979	40	9	coded	code	VERB
cet-2979	40	10	for	for	ADP
cet-2979	40	11	linear	linear	ADJ
cet-2979	40	12	effects	effect	NOUN
cet-2979	40	13	.	.	PUNCT
cet-2979	41	1	x12	x12	NUM
cet-2979	41	2	,	,	PUNCT
cet-2979	41	3	x13	x13	PROPN
cet-2979	41	4	and	and	CCONJ
cet-2979	41	5	x23	x23	PROPN
cet-2979	41	6	represent	represent	VERB
cet-2979	41	7	the	the	DET
cet-2979	41	8	interaction	interaction	NOUN
cet-2979	41	9	between	between	ADP
cet-2979	41	10	coded	code	VERB
cet-2979	41	11	variables	variable	NOUN
cet-2979	41	12	.	.	PUNCT
cet-2979	42	1	in	in	ADP
cet-2979	42	2	addition	addition	NOUN
cet-2979	42	3	,	,	PUNCT
cet-2979	42	4	the	the	DET
cet-2979	42	5	other	other	ADJ
cet-2979	42	6	terms	term	NOUN
cet-2979	42	7	represent	represent	VERB
cet-2979	42	8	the	the	DET
cet-2979	42	9	parameters	parameter	NOUN
cet-2979	42	10	of	of	ADP
cet-2979	42	11	the	the	DET
cet-2979	42	12	regression	regression	NOUN
cet-2979	42	13	model	model	NOUN
cet-2979	42	14	,	,	PUNCT
cet-2979	42	15	which	which	PRON
cet-2979	42	16	were	be	AUX
cet-2979	42	17	estimated	estimate	VERB
cet-2979	42	18	using	use	VERB
cet-2979	42	19	the	the	DET
cet-2979	42	20	least	least	ADJ
cet-2979	42	21	squares	square	NOUN
cet-2979	42	22	method	method	NOUN
cet-2979	42	23	.	.	PUNCT
cet-2979	43	1	the	the	DET
cet-2979	43	2	quality	quality	NOUN
cet-2979	43	3	of	of	ADP
cet-2979	43	4	the	the	DET
cet-2979	43	5	model	model	NOUN
cet-2979	43	6	for	for	ADP
cet-2979	43	7	the	the	DET
cet-2979	43	8	insoluble	insoluble	ADJ
cet-2979	43	9	lignin	lignin	NOUN
cet-2979	43	10	content	content	NOUN
cet-2979	43	11	prediction	prediction	NOUN
cet-2979	43	12	was	be	AUX
cet-2979	43	13	evaluated	evaluate	VERB
cet-2979	43	14	by	by	ADP
cet-2979	43	15	the	the	DET
cet-2979	43	16	f	f	NOUN
cet-2979	43	17	-	-	PUNCT
cet-2979	43	18	value	value	NOUN
cet-2979	43	19	obtained	obtain	VERB
cet-2979	43	20	from	from	ADP
cet-2979	43	21	the	the	DET
cet-2979	43	22	analysis	analysis	NOUN
cet-2979	43	23	of	of	ADP
cet-2979	43	24	variance	variance	NOUN
cet-2979	43	25	(	(	PUNCT
cet-2979	43	26	anova	anova	PROPN
cet-2979	43	27	)	)	PUNCT
cet-2979	43	28	,	,	PUNCT
cet-2979	43	29	performed	perform	VERB
cet-2979	43	30	at	at	ADP
cet-2979	43	31	software	software	NOUN
cet-2979	43	32	statistica	statistica	PROPN
cet-2979	43	33	version	version	PROPN
cet-2979	43	34	10.0	10.0	NUM
cet-2979	43	35	and	and	CCONJ
cet-2979	43	36	by	by	ADP
cet-2979	43	37	the	the	DET
cet-2979	43	38	observed	observe	VERB
cet-2979	43	39	regression	regression	NOUN
cet-2979	43	40	coefficient	coefficient	NOUN
cet-2979	43	41	.	.	PUNCT
cet-2979	44	1	2.2	2.2	NUM
cet-2979	44	2	process	process	NOUN
cet-2979	44	3	of	of	ADP
cet-2979	44	4	sugarcane	sugarcane	NOUN
cet-2979	44	5	bagasse	bagasse	NOUN
cet-2979	44	6	delignification	delignification	NOUN
cet-2979	44	7	using	use	VERB
cet-2979	44	8	alkaline	alkaline	NOUN
cet-2979	44	9	hydrogen	hydrogen	NOUN
cet-2979	44	10	peroxide	peroxide	NOUN
cet-2979	44	11	based	base	VERB
cet-2979	44	12	on	on	ADP
cet-2979	44	13	rabelo	rabelo	NOUN
cet-2979	44	14	et	et	PROPN
cet-2979	44	15	al	al	PROPN
cet-2979	44	16	.	.	PROPN
cet-2979	44	17	,	,	PUNCT
cet-2979	44	18	2014	2014	NUM
cet-2979	44	19	the	the	DET
cet-2979	44	20	sugarcane	sugarcane	NOUN
cet-2979	44	21	bagasse	bagasse	NOUN
cet-2979	44	22	used	use	VERB
cet-2979	44	23	in	in	ADP
cet-2979	44	24	this	this	DET
cet-2979	44	25	work	work	NOUN
cet-2979	44	26	was	be	AUX
cet-2979	44	27	washed	wash	VERB
cet-2979	44	28	under	under	ADP
cet-2979	44	29	a	a	DET
cet-2979	44	30	stream	stream	NOUN
cet-2979	44	31	of	of	ADP
cet-2979	44	32	tap	tap	NOUN
cet-2979	44	33	water	water	NOUN
cet-2979	44	34	,	,	PUNCT
cet-2979	44	35	dried	dry	VERB
cet-2979	44	36	in	in	ADP
cet-2979	44	37	an	an	DET
cet-2979	44	38	oven	oven	NOUN
cet-2979	44	39	at	at	ADP
cet-2979	44	40	45	45	NUM
cet-2979	44	41	°	°	NOUN
cet-2979	44	42	c	c	NOUN
cet-2979	44	43	for	for	ADP
cet-2979	44	44	48	48	NUM
cet-2979	44	45	h	h	NOUN
cet-2979	44	46	to	to	PART
cet-2979	44	47	reduce	reduce	VERB
cet-2979	44	48	bagasse	bagasse	NOUN
cet-2979	44	49	moisture	moisture	NOUN
cet-2979	44	50	content	content	NOUN
cet-2979	44	51	.	.	PUNCT
cet-2979	45	1	the	the	DET
cet-2979	45	2	lignocellulosic	lignocellulosic	ADJ
cet-2979	45	3	biomass	biomass	NOUN
cet-2979	45	4	was	be	AUX
cet-2979	45	5	homogenized	homogenize	VERB
cet-2979	45	6	in	in	ADP
cet-2979	45	7	an	an	DET
cet-2979	45	8	electric	electric	ADJ
cet-2979	45	9	crusher	crusher	NOUN
cet-2979	45	10	in	in	ADP
cet-2979	45	11	order	order	NOUN
cet-2979	45	12	to	to	PART
cet-2979	45	13	reduce	reduce	VERB
cet-2979	45	14	particle	particle	NOUN
cet-2979	45	15	size	size	NOUN
cet-2979	45	16	,	,	PUNCT
cet-2979	45	17	fragmented	fragment	VERB
cet-2979	45	18	into	into	ADP
cet-2979	45	19	small	small	ADJ
cet-2979	45	20	fine	fine	ADJ
cet-2979	45	21	particles	particle	NOUN
cet-2979	45	22	and	and	CCONJ
cet-2979	45	23	stored	store	VERB
cet-2979	45	24	in	in	ADP
cet-2979	45	25	a	a	DET
cet-2979	45	26	dessicator	dessicator	NOUN
cet-2979	45	27	with	with	ADP
cet-2979	45	28	no	no	DET
cet-2979	45	29	moisture	moisture	NOUN
cet-2979	45	30	for	for	ADP
cet-2979	45	31	later	later	ADJ
cet-2979	45	32	use	use	NOUN
cet-2979	45	33	in	in	ADP
cet-2979	45	34	the	the	DET
cet-2979	45	35	delignification	delignification	NOUN
cet-2979	45	36	experiments	experiment	NOUN
cet-2979	45	37	with	with	ADP
cet-2979	45	38	h2o2	h2o2	NOUN
cet-2979	45	39	pretreatment	pretreatment	NOUN
cet-2979	45	40	.	.	PUNCT
cet-2979	46	1	all	all	DET
cet-2979	46	2	the	the	DET
cet-2979	46	3	experiments	experiment	NOUN
cet-2979	46	4	were	be	AUX
cet-2979	46	5	carried	carry	VERB
cet-2979	46	6	out	out	ADP
cet-2979	46	7	from	from	ADP
cet-2979	46	8	samples	sample	NOUN
cet-2979	46	9	of	of	ADP
cet-2979	46	10	this	this	DET
cet-2979	46	11	same	same	ADJ
cet-2979	46	12	biomass	biomass	NOUN
cet-2979	46	13	.	.	PUNCT
cet-2979	47	1	the	the	DET
cet-2979	47	2	process	process	NOUN
cet-2979	47	3	of	of	ADP
cet-2979	47	4	lignin	lignin	NOUN
cet-2979	47	5	extraction	extraction	NOUN
cet-2979	47	6	from	from	ADP
cet-2979	47	7	the	the	DET
cet-2979	47	8	biomass	biomass	NOUN
cet-2979	47	9	was	be	AUX
cet-2979	47	10	carried	carry	VERB
cet-2979	47	11	out	out	ADP
cet-2979	47	12	as	as	ADP
cet-2979	47	13	valim	valim	PROPN
cet-2979	47	14	et	et	PROPN
cet-2979	47	15	al	al	PROPN
cet-2979	47	16	.	.	PROPN
cet-2979	48	1	(	(	PUNCT
cet-2979	48	2	2017	2017	NUM
cet-2979	48	3	)	)	PUNCT
cet-2979	48	4	.	.	PUNCT
cet-2979	49	1	the	the	DET
cet-2979	49	2	reactions	reaction	NOUN
cet-2979	49	3	were	be	AUX
cet-2979	49	4	processed	process	VERB
cet-2979	49	5	in	in	ADP
cet-2979	49	6	250	250	NUM
cet-2979	49	7	ml	ml	NOUN
cet-2979	49	8	erlenmeyer	erlenmeyer	PROPN
cet-2979	49	9	flasks	flask	NOUN
cet-2979	49	10	placed	place	VERB
cet-2979	49	11	on	on	ADP
cet-2979	49	12	a	a	DET
cet-2979	49	13	shaker	shaker	NOUN
cet-2979	49	14	under	under	ADP
cet-2979	49	15	constant	constant	ADJ
cet-2979	49	16	temperature	temperature	NOUN
cet-2979	49	17	and	and	CCONJ
cet-2979	49	18	agitation	agitation	NOUN
cet-2979	49	19	for	for	ADP
cet-2979	49	20	1	1	NUM
cet-2979	49	21	h	h	NOUN
cet-2979	49	22	after	after	ADP
cet-2979	49	23	the	the	DET
cet-2979	49	24	addition	addition	NOUN
cet-2979	49	25	of	of	ADP
cet-2979	49	26	2	2	NUM
cet-2979	49	27	g	g	NOUN
cet-2979	49	28	of	of	ADP
cet-2979	49	29	biomass	biomass	NOUN
cet-2979	49	30	and	and	CCONJ
cet-2979	49	31	50	50	NUM
cet-2979	49	32	ml	ml	NOUN
cet-2979	49	33	of	of	ADP
cet-2979	49	34	an	an	DET
cet-2979	49	35	alkaline	alkaline	NOUN
cet-2979	49	36	h2o2	h2o2	NOUN
cet-2979	49	37	solution	solution	NOUN
cet-2979	49	38	at	at	ADP
cet-2979	49	39	different	different	ADJ
cet-2979	49	40	solution	solution	NOUN
cet-2979	49	41	concentrations	concentration	NOUN
cet-2979	49	42	.	.	PUNCT
cet-2979	50	1	the	the	DET
cet-2979	50	2	values	value	NOUN
cet-2979	50	3	used	use	VERB
cet-2979	50	4	for	for	ADP
cet-2979	50	5	the	the	DET
cet-2979	50	6	temperature	temperature	NOUN
cet-2979	50	7	,	,	PUNCT
cet-2979	50	8	ph	ph	NOUN
cet-2979	50	9	and	and	CCONJ
cet-2979	50	10	h2o2	h2o2	NOUN
cet-2979	50	11	concentration	concentration	NOUN
cet-2979	50	12	in	in	ADP
cet-2979	50	13	the	the	DET
cet-2979	50	14	experiments	experiment	NOUN
cet-2979	50	15	were	be	AUX
cet-2979	50	16	as	as	ADV
cet-2979	50	17	defined	define	VERB
cet-2979	50	18	in	in	ADP
cet-2979	50	19	the	the	DET
cet-2979	50	20	experimental	experimental	ADJ
cet-2979	50	21	design	design	NOUN
cet-2979	50	22	step	step	NOUN
cet-2979	50	23	.	.	PUNCT
cet-2979	51	1	the	the	DET
cet-2979	51	2	ph	ph	PROPN
cet-2979	51	3	was	be	AUX
cet-2979	51	4	adjusted	adjust	VERB
cet-2979	51	5	to	to	ADP
cet-2979	51	6	the	the	DET
cet-2979	51	7	values	value	NOUN
cet-2979	51	8	stipulated	stipulate	VERB
cet-2979	51	9	with	with	ADP
cet-2979	51	10	koh	koh	PROPN
cet-2979	51	11	5	5	NUM
cet-2979	51	12	m.	m.	NOUN
cet-2979	51	13	at	at	ADP
cet-2979	51	14	the	the	DET
cet-2979	51	15	end	end	NOUN
cet-2979	51	16	of	of	ADP
cet-2979	51	17	the	the	DET
cet-2979	51	18	reaction	reaction	NOUN
cet-2979	51	19	time	time	NOUN
cet-2979	51	20	,	,	PUNCT
cet-2979	51	21	the	the	DET
cet-2979	51	22	mixtures	mixture	NOUN
cet-2979	51	23	(	(	PUNCT
cet-2979	51	24	treated	treat	VERB
cet-2979	51	25	sugarcane	sugarcane	NOUN
cet-2979	51	26	bagasse	bagasse	NOUN
cet-2979	51	27	and	and	CCONJ
cet-2979	51	28	lignin	lignin	NOUN
cet-2979	51	29	solutions	solution	NOUN
cet-2979	51	30	)	)	PUNCT
cet-2979	51	31	were	be	AUX
cet-2979	51	32	filtered	filter	VERB
cet-2979	51	33	.	.	PUNCT
cet-2979	52	1	the	the	DET
cet-2979	52	2	liquid	liquid	NOUN
cet-2979	52	3	containing	contain	VERB
cet-2979	52	4	the	the	DET
cet-2979	52	5	lignin	lignin	NOUN
cet-2979	52	6	was	be	AUX
cet-2979	52	7	collected	collect	VERB
cet-2979	52	8	and	and	CCONJ
cet-2979	52	9	the	the	DET
cet-2979	52	10	bagasse	bagasse	NOUN
cet-2979	52	11	was	be	AUX
cet-2979	52	12	washed	wash	VERB
cet-2979	52	13	with	with	ADP
cet-2979	52	14	distilled	distil	VERB
cet-2979	52	15	water	water	NOUN
cet-2979	52	16	and	and	CCONJ
cet-2979	52	17	stored	store	VERB
cet-2979	52	18	to	to	ADP
cet-2979	52	19	later	later	ADJ
cet-2979	52	20	analyses	analysis	NOUN
cet-2979	52	21	.	.	PUNCT
cet-2979	53	1	after	after	ADP
cet-2979	53	2	24	24	NUM
cet-2979	53	3	h	h	NOUN
cet-2979	53	4	,	,	PUNCT
cet-2979	53	5	h2so4	h2so4	PROPN
cet-2979	53	6	1	1	NUM
cet-2979	53	7	m	m	VERB
cet-2979	53	8	was	be	AUX
cet-2979	53	9	added	add	VERB
cet-2979	53	10	to	to	ADP
cet-2979	53	11	the	the	DET
cet-2979	53	12	lignin	lignin	NOUN
cet-2979	53	13	solution	solution	NOUN
cet-2979	53	14	until	until	SCONJ
cet-2979	53	15	the	the	DET
cet-2979	53	16	ph	ph	NOUN
cet-2979	53	17	of	of	ADP
cet-2979	53	18	the	the	DET
cet-2979	53	19	solution	solution	NOUN
cet-2979	53	20	reached	reach	VERB
cet-2979	53	21	the	the	DET
cet-2979	53	22	value	value	NOUN
cet-2979	53	23	2.0	2.0	NUM
cet-2979	53	24	for	for	ADP
cet-2979	53	25	lignin	lignin	NOUN
cet-2979	53	26	precipitation	precipitation	NOUN
cet-2979	53	27	.	.	PUNCT
cet-2979	54	1	after	after	ADP
cet-2979	54	2	a	a	DET
cet-2979	54	3	further	further	ADJ
cet-2979	54	4	24	24	NUM
cet-2979	54	5	h	h	NOUN
cet-2979	54	6	,	,	PUNCT
cet-2979	54	7	the	the	DET
cet-2979	54	8	acid	acid	NOUN
cet-2979	54	9	solution	solution	NOUN
cet-2979	54	10	containing	contain	VERB
cet-2979	54	11	the	the	DET
cet-2979	54	12	precipitated	precipitate	VERB
cet-2979	54	13	lignin	lignin	NOUN
cet-2979	54	14	was	be	AUX
cet-2979	54	15	centrifuged	centrifuge	VERB
cet-2979	54	16	,	,	PUNCT
cet-2979	54	17	the	the	DET
cet-2979	54	18	supernatant	supernatant	NOUN
cet-2979	54	19	was	be	AUX
cet-2979	54	20	discarded	discard	VERB
cet-2979	54	21	,	,	PUNCT
cet-2979	54	22	and	and	CCONJ
cet-2979	54	23	the	the	DET
cet-2979	54	24	precipitate	precipitate	NOUN
cet-2979	54	25	was	be	AUX
cet-2979	54	26	washed	wash	VERB
cet-2979	54	27	with	with	ADP
cet-2979	54	28	distilled	distil	VERB
cet-2979	54	29	water	water	NOUN
cet-2979	54	30	and	and	CCONJ
cet-2979	54	31	dried	dry	VERB
cet-2979	54	32	for	for	ADP
cet-2979	54	33	futther	futther	ADJ
cet-2979	54	34	analysis	analysis	NOUN
cet-2979	54	35	.	.	PUNCT
cet-2979	55	1	all	all	DET
cet-2979	55	2	tests	test	NOUN
cet-2979	55	3	were	be	AUX
cet-2979	55	4	performed	perform	VERB
cet-2979	55	5	in	in	ADP
cet-2979	55	6	duplicate	duplicate	NOUN
cet-2979	55	7	.	.	PUNCT
cet-2979	56	1	422	422	NUM
cet-2979	56	2	2.3	2.3	NUM
cet-2979	56	3	insoluble	insoluble	ADJ
cet-2979	56	4	lignin	lignin	NOUN
cet-2979	56	5	determination	determination	NOUN
cet-2979	56	6	the	the	DET
cet-2979	56	7	standard	standard	ADJ
cet-2979	56	8	methodology	methodology	NOUN
cet-2979	56	9	nrel	nrel	NOUN
cet-2979	56	10	(	(	PUNCT
cet-2979	56	11	60	60	NUM
cet-2979	56	12	)	)	PUNCT
cet-2979	56	13	was	be	AUX
cet-2979	56	14	used	use	VERB
cet-2979	56	15	to	to	PART
cet-2979	56	16	determine	determine	VERB
cet-2979	56	17	the	the	DET
cet-2979	56	18	content	content	NOUN
cet-2979	56	19	of	of	ADP
cet-2979	56	20	lignin	lignin	NOUN
cet-2979	56	21	insoluble	insoluble	ADJ
cet-2979	56	22	(	(	PUNCT
cet-2979	56	23	sluiter	sluiter	NOUN
cet-2979	56	24	et	et	PROPN
cet-2979	56	25	al	al	PROPN
cet-2979	56	26	.	.	PROPN
cet-2979	56	27	,	,	PUNCT
cet-2979	56	28	2008	2008	NUM
cet-2979	56	29	)	)	PUNCT
cet-2979	56	30	.	.	PUNCT
cet-2979	57	1	an	an	DET
cet-2979	57	2	aliquot	aliquot	NOUN
cet-2979	57	3	of	of	ADP
cet-2979	57	4	300	300	NUM
cet-2979	57	5	mg	mg	NOUN
cet-2979	57	6	was	be	AUX
cet-2979	57	7	removed	remove	VERB
cet-2979	57	8	from	from	ADP
cet-2979	57	9	the	the	DET
cet-2979	57	10	biomass	biomass	NOUN
cet-2979	57	11	obtained	obtain	VERB
cet-2979	57	12	after	after	ADP
cet-2979	57	13	delignification	delignification	NOUN
cet-2979	57	14	.	.	PUNCT
cet-2979	58	1	this	this	DET
cet-2979	58	2	sample	sample	NOUN
cet-2979	58	3	was	be	AUX
cet-2979	58	4	hydrolysed	hydrolyse	VERB
cet-2979	58	5	with	with	ADP
cet-2979	58	6	h2so4	h2so4	PROPN
cet-2979	58	7	72	72	NUM
cet-2979	58	8	%	%	NOUN
cet-2979	58	9	(	(	PUNCT
cet-2979	58	10	m	m	NOUN
cet-2979	58	11	/	/	SYM
cet-2979	58	12	v	v	NOUN
cet-2979	58	13	)	)	PUNCT
cet-2979	58	14	for	for	ADP
cet-2979	58	15	approximately	approximately	ADV
cet-2979	58	16	2	2	NUM
cet-2979	58	17	h.	h.	NOUN
cet-2979	58	18	the	the	DET
cet-2979	58	19	acid	acid	NOUN
cet-2979	58	20	was	be	AUX
cet-2979	58	21	diluted	dilute	VERB
cet-2979	58	22	to	to	ADP
cet-2979	58	23	4	4	NUM
cet-2979	58	24	%	%	NOUN
cet-2979	58	25	(	(	PUNCT
cet-2979	58	26	m	m	NOUN
cet-2979	58	27	/	/	SYM
cet-2979	58	28	v	v	NOUN
cet-2979	58	29	)	)	PUNCT
cet-2979	58	30	and	and	CCONJ
cet-2979	58	31	the	the	DET
cet-2979	58	32	sample	sample	NOUN
cet-2979	58	33	was	be	AUX
cet-2979	58	34	placed	place	VERB
cet-2979	58	35	in	in	ADP
cet-2979	58	36	an	an	DET
cet-2979	58	37	autoclave	autoclave	NOUN
cet-2979	58	38	at	at	ADP
cet-2979	58	39	121	121	NUM
cet-2979	58	40	°	°	ADP
cet-2979	58	41	c	c	NOUN
cet-2979	58	42	for	for	ADP
cet-2979	58	43	1	1	NUM
cet-2979	58	44	h.	h.	NOUN
cet-2979	58	45	a	a	DET
cet-2979	58	46	vacuum	vacuum	NOUN
cet-2979	58	47	filtration	filtration	NOUN
cet-2979	58	48	was	be	AUX
cet-2979	58	49	performed	perform	VERB
cet-2979	58	50	in	in	ADP
cet-2979	58	51	the	the	DET
cet-2979	58	52	autoclave	autoclave	NOUN
cet-2979	58	53	solution	solution	NOUN
cet-2979	58	54	using	use	VERB
cet-2979	58	55	pre	pre	ADJ
cet-2979	58	56	-	-	ADJ
cet-2979	58	57	weighed	weighed	ADJ
cet-2979	58	58	crucibles	crucible	NOUN
cet-2979	58	59	.	.	PUNCT
cet-2979	59	1	the	the	DET
cet-2979	59	2	crucible	crucible	NOUN
cet-2979	59	3	with	with	ADP
cet-2979	59	4	the	the	DET
cet-2979	59	5	filtered	filter	VERB
cet-2979	59	6	solid	solid	NOUN
cet-2979	59	7	was	be	AUX
cet-2979	59	8	placed	place	VERB
cet-2979	59	9	in	in	ADP
cet-2979	59	10	an	an	DET
cet-2979	59	11	oven	oven	NOUN
cet-2979	59	12	at	at	ADP
cet-2979	59	13	105	105	NUM
cet-2979	59	14	°	°	ADP
cet-2979	59	15	c	c	NOUN
cet-2979	59	16	for	for	ADP
cet-2979	59	17	12	12	NUM
cet-2979	59	18	h.	h.	NOUN
cet-2979	59	19	the	the	DET
cet-2979	59	20	insoluble	insoluble	ADJ
cet-2979	59	21	lignin	lignin	NOUN
cet-2979	59	22	determination	determination	NOUN
cet-2979	59	23	was	be	AUX
cet-2979	59	24	performed	perform	VERB
cet-2979	59	25	in	in	ADP
cet-2979	59	26	duplicate	duplicate	NOUN
cet-2979	59	27	.	.	PUNCT
cet-2979	60	1	consequently	consequently	ADV
cet-2979	60	2	,	,	PUNCT
cet-2979	60	3	the	the	DET
cet-2979	60	4	result	result	NOUN
cet-2979	60	5	presented	present	VERB
cet-2979	60	6	corresponds	correspond	NOUN
cet-2979	60	7	to	to	ADP
cet-2979	60	8	the	the	DET
cet-2979	60	9	mean	mean	NOUN
cet-2979	60	10	of	of	ADP
cet-2979	60	11	the	the	DET
cet-2979	60	12	4	4	NUM
cet-2979	60	13	samples	sample	NOUN
cet-2979	60	14	results	result	NOUN
cet-2979	60	15	for	for	ADP
cet-2979	60	16	the	the	DET
cet-2979	60	17	same	same	ADJ
cet-2979	60	18	condition	condition	NOUN
cet-2979	60	19	studied	study	VERB
cet-2979	60	20	.	.	PUNCT
cet-2979	61	1	eq(2	eq(2	X
cet-2979	61	2	)	)	PUNCT
cet-2979	61	3	shows	show	VERB
cet-2979	61	4	the	the	DET
cet-2979	61	5	calculation	calculation	NOUN
cet-2979	61	6	of	of	ADP
cet-2979	61	7	the	the	DET
cet-2979	61	8	lignin	lignin	NOUN
cet-2979	61	9	insoluble	insoluble	ADJ
cet-2979	61	10	percentage	percentage	NOUN
cet-2979	61	11	in	in	ADP
cet-2979	61	12	biomass	biomass	NOUN
cet-2979	61	13	,	,	PUNCT
cet-2979	61	14	where	where	SCONJ
cet-2979	61	15	m1	m1	PROPN
cet-2979	61	16	corresponds	correspond	VERB
cet-2979	61	17	to	to	ADP
cet-2979	61	18	the	the	DET
cet-2979	61	19	mass	mass	NOUN
cet-2979	61	20	in	in	ADP
cet-2979	61	21	grams	gram	NOUN
cet-2979	61	22	of	of	ADP
cet-2979	61	23	the	the	DET
cet-2979	61	24	empty	empty	ADJ
cet-2979	61	25	crucible	crucible	NOUN
cet-2979	61	26	and	and	CCONJ
cet-2979	61	27	m2	m2	PROPN
cet-2979	61	28	corresponds	correspond	VERB
cet-2979	61	29	to	to	ADP
cet-2979	61	30	the	the	DET
cet-2979	61	31	mass	mass	NOUN
cet-2979	61	32	in	in	ADP
cet-2979	61	33	grams	gram	NOUN
cet-2979	61	34	of	of	ADP
cet-2979	61	35	the	the	DET
cet-2979	61	36	crucible	crucible	NOUN
cet-2979	61	37	with	with	ADP
cet-2979	61	38	the	the	DET
cet-2979	61	39	filtrate	filtrate	NOUN
cet-2979	61	40	,	,	PUNCT
cet-2979	61	41	after	after	ADP
cet-2979	61	42	the	the	DET
cet-2979	61	43	autoclave	autoclave	NOUN
cet-2979	61	44	stage	stage	NOUN
cet-2979	61	45	.	.	PUNCT
cet-2979	62	1	%	%	NOUN
cet-2979	62	2	insoluble	insoluble	ADJ
cet-2979	62	3	lignin=	lignin=	PROPN
cet-2979	62	4	(	(	PUNCT
cet-2979	62	5	m2	m2	PROPN
cet-2979	62	6	-	-	PUNCT
cet-2979	62	7	m1	m1	NOUN
cet-2979	62	8	)	)	PUNCT
cet-2979	63	1	0.3	0.3	NUM
cet-2979	63	2	x100	x100	PUNCT
cet-2979	63	3	(	(	PUNCT
cet-2979	63	4	2	2	NUM
cet-2979	63	5	)	)	PUNCT
cet-2979	63	6	3	3	NUM
cet-2979	63	7	.	.	NOUN
cet-2979	63	8	results	result	NOUN
cet-2979	63	9	and	and	CCONJ
cet-2979	63	10	discussion	discussion	NOUN
cet-2979	63	11	temperature	temperature	NOUN
cet-2979	63	12	,	,	PUNCT
cet-2979	63	13	h2o2	h2o2	NOUN
cet-2979	63	14	concentration	concentration	NOUN
cet-2979	63	15	and	and	CCONJ
cet-2979	63	16	ph	ph	NOUN
cet-2979	63	17	are	be	AUX
cet-2979	63	18	factors	factor	NOUN
cet-2979	63	19	that	that	PRON
cet-2979	63	20	directly	directly	ADV
cet-2979	63	21	influence	influence	VERB
cet-2979	63	22	the	the	DET
cet-2979	63	23	lignin	lignin	NOUN
cet-2979	63	24	extraction	extraction	NOUN
cet-2979	63	25	process	process	NOUN
cet-2979	63	26	of	of	ADP
cet-2979	63	27	the	the	DET
cet-2979	63	28	biomass	biomass	NOUN
cet-2979	63	29	.	.	PUNCT
cet-2979	64	1	using	use	VERB
cet-2979	64	2	crrd	crrd	NOUN
cet-2979	64	3	,	,	PUNCT
cet-2979	64	4	17	17	NUM
cet-2979	64	5	experiments	experiment	NOUN
cet-2979	64	6	were	be	AUX
cet-2979	64	7	performed	perform	VERB
cet-2979	64	8	with	with	ADP
cet-2979	64	9	different	different	ADJ
cet-2979	64	10	values	value	NOUN
cet-2979	64	11	for	for	ADP
cet-2979	64	12	each	each	PRON
cet-2979	64	13	of	of	ADP
cet-2979	64	14	the	the	DET
cet-2979	64	15	variables	variable	NOUN
cet-2979	64	16	,	,	PUNCT
cet-2979	64	17	in	in	ADP
cet-2979	64	18	order	order	NOUN
cet-2979	64	19	to	to	PART
cet-2979	64	20	study	study	VERB
cet-2979	64	21	the	the	DET
cet-2979	64	22	interaction	interaction	NOUN
cet-2979	64	23	effects	effect	NOUN
cet-2979	64	24	between	between	ADP
cet-2979	64	25	them	they	PRON
cet-2979	64	26	in	in	ADP
cet-2979	64	27	the	the	DET
cet-2979	64	28	process	process	NOUN
cet-2979	64	29	.	.	PUNCT
cet-2979	65	1	figure	figure	NOUN
cet-2979	65	2	1	1	NUM
cet-2979	65	3	shows	show	VERB
cet-2979	65	4	the	the	DET
cet-2979	65	5	pareto	pareto	ADJ
cet-2979	65	6	chart	chart	NOUN
cet-2979	65	7	for	for	ADP
cet-2979	65	8	the	the	DET
cet-2979	65	9	model	model	NOUN
cet-2979	65	10	obtained	obtain	VERB
cet-2979	65	11	by	by	ADP
cet-2979	65	12	the	the	DET
cet-2979	65	13	least	least	ADJ
cet-2979	65	14	squares	square	NOUN
cet-2979	65	15	method	method	NOUN
cet-2979	65	16	.	.	PUNCT
cet-2979	66	1	it	it	PRON
cet-2979	66	2	is	be	AUX
cet-2979	66	3	possible	possible	ADJ
cet-2979	66	4	to	to	PART
cet-2979	66	5	observe	observe	VERB
cet-2979	66	6	that	that	SCONJ
cet-2979	66	7	the	the	DET
cet-2979	66	8	effects	effect	NOUN
cet-2979	66	9	of	of	ADP
cet-2979	66	10	the	the	DET
cet-2979	66	11	quadratic	quadratic	ADJ
cet-2979	66	12	temperature	temperature	NOUN
cet-2979	66	13	and	and	CCONJ
cet-2979	66	14	the	the	DET
cet-2979	66	15	linear	linear	ADJ
cet-2979	66	16	relations	relation	NOUN
cet-2979	66	17	between	between	ADP
cet-2979	66	18	temperature	temperature	NOUN
cet-2979	66	19	with	with	ADP
cet-2979	66	20	h2o2	h2o2	NOUN
cet-2979	66	21	concentration	concentration	NOUN
cet-2979	66	22	and	and	CCONJ
cet-2979	66	23	temperature	temperature	NOUN
cet-2979	66	24	with	with	ADP
cet-2979	66	25	ph	ph	NOUN
cet-2979	66	26	are	be	AUX
cet-2979	66	27	not	not	PART
cet-2979	66	28	significant	significant	ADJ
cet-2979	66	29	for	for	ADP
cet-2979	66	30	the	the	DET
cet-2979	66	31	model	model	NOUN
cet-2979	66	32	.	.	PUNCT
cet-2979	67	1	figure	figure	NOUN
cet-2979	67	2	1	1	NUM
cet-2979	67	3	:	:	PUNCT
cet-2979	67	4	pareto	pareto	ADJ
cet-2979	67	5	chart	chart	NOUN
cet-2979	67	6	for	for	ADP
cet-2979	67	7	the	the	DET
cet-2979	67	8	model	model	NOUN
cet-2979	67	9	obtained	obtain	VERB
cet-2979	67	10	from	from	ADP
cet-2979	67	11	experimental	experimental	ADJ
cet-2979	67	12	design	design	NOUN
cet-2979	67	13	developed	develop	VERB
cet-2979	67	14	.	.	PUNCT
cet-2979	68	1	eq(3	eq(3	NOUN
cet-2979	68	2	)	)	PUNCT
cet-2979	68	3	describes	describe	VERB
cet-2979	68	4	the	the	DET
cet-2979	68	5	reparametrized	reparametrize	VERB
cet-2979	68	6	mathematical	mathematical	ADJ
cet-2979	68	7	model	model	NOUN
cet-2979	68	8	capable	capable	ADJ
cet-2979	68	9	of	of	ADP
cet-2979	68	10	predicting	predict	VERB
cet-2979	68	11	residual	residual	ADJ
cet-2979	68	12	lignin	lignin	NOUN
cet-2979	68	13	content	content	NOUN
cet-2979	68	14	in	in	ADP
cet-2979	68	15	sugarcane	sugarcane	NOUN
cet-2979	68	16	bagasse	bagasse	NOUN
cet-2979	68	17	after	after	ADP
cet-2979	68	18	pretreatment	pretreatment	NOUN
cet-2979	68	19	with	with	ADP
cet-2979	68	20	h2o2	h2o2	NOUN
cet-2979	68	21	.	.	PUNCT
cet-2979	68	22	y	y	PROPN
cet-2979	68	23	=	=	PUNCT
cet-2979	68	24	362.084	362.084	NUM
cet-2979	68	25	–	–	PUNCT
cet-2979	68	26	0.1236x1	0.1236x1	NUM
cet-2979	68	27	8.5357x2	8.5357x2	NUM
cet-2979	68	28	–	–	PUNCT
cet-2979	68	29	50.1036x3	50.1036x3	NUM
cet-2979	68	30	+	+	NUM
cet-2979	68	31	0.517x2x3	0.517x2x3	NUM
cet-2979	69	1	+	+	CCONJ
cet-2979	69	2	0.1083x2²+	0.1083x2²+	NUM
cet-2979	69	3	1.8345x2²	1.8345x2²	NUM
cet-2979	69	4	(	(	PUNCT
cet-2979	69	5	3	3	NUM
cet-2979	69	6	)	)	PUNCT
cet-2979	69	7	the	the	DET
cet-2979	69	8	model	model	NOUN
cet-2979	69	9	efficiency	efficiency	NOUN
cet-2979	69	10	was	be	AUX
cet-2979	69	11	analyzed	analyze	VERB
cet-2979	69	12	using	use	VERB
cet-2979	69	13	analysis	analysis	NOUN
cet-2979	69	14	of	of	ADP
cet-2979	69	15	variance	variance	NOUN
cet-2979	69	16	(	(	PUNCT
cet-2979	69	17	anova	anova	PROPN
cet-2979	69	18	)	)	PUNCT
cet-2979	69	19	.	.	PUNCT
cet-2979	70	1	table	table	NOUN
cet-2979	70	2	2	2	NUM
cet-2979	70	3	shows	show	VERB
cet-2979	70	4	the	the	DET
cet-2979	70	5	f	f	NOUN
cet-2979	70	6	-	-	PUNCT
cet-2979	70	7	value	value	NOUN
cet-2979	70	8	for	for	ADP
cet-2979	70	9	each	each	DET
cet-2979	70	10	variable	variable	NOUN
cet-2979	70	11	.	.	PUNCT
cet-2979	71	1	the	the	DET
cet-2979	71	2	theoretical	theoretical	ADJ
cet-2979	71	3	f	f	NOUN
cet-2979	71	4	-	-	PUNCT
cet-2979	71	5	value	value	NOUN
cet-2979	71	6	for	for	ADP
cet-2979	71	7	this	this	DET
cet-2979	71	8	case	case	NOUN
cet-2979	71	9	is	be	AUX
cet-2979	71	10	3.22	3.22	NUM
cet-2979	71	11	.	.	PUNCT
cet-2979	72	1	the	the	DET
cet-2979	72	2	coefficient	coefficient	NOUN
cet-2979	72	3	of	of	ADP
cet-2979	72	4	determination	determination	NOUN
cet-2979	72	5	r²	r²	NOUN
cet-2979	72	6	of	of	ADP
cet-2979	72	7	92.16	92.16	NUM
cet-2979	72	8	%	%	NOUN
cet-2979	72	9	indicates	indicate	VERB
cet-2979	72	10	that	that	SCONJ
cet-2979	72	11	the	the	DET
cet-2979	72	12	statistical	statistical	ADJ
cet-2979	72	13	model	model	NOUN
cet-2979	72	14	is	be	AUX
cet-2979	72	15	suitable	suitable	ADJ
cet-2979	72	16	for	for	ADP
cet-2979	72	17	representing	represent	VERB
cet-2979	72	18	the	the	DET
cet-2979	72	19	relationship	relationship	NOUN
cet-2979	72	20	between	between	ADP
cet-2979	72	21	the	the	DET
cet-2979	72	22	selected	select	VERB
cet-2979	72	23	variables	variable	NOUN
cet-2979	72	24	.	.	PUNCT
cet-2979	73	1	423	423	NUM
cet-2979	73	2	table	table	NOUN
cet-2979	73	3	2	2	NUM
cet-2979	73	4	:	:	PUNCT
cet-2979	73	5	analysis	analysis	NOUN
cet-2979	73	6	of	of	ADP
cet-2979	73	7	variance	variance	NOUN
cet-2979	73	8	(	(	PUNCT
cet-2979	73	9	anova	anova	PROPN
cet-2979	73	10	)	)	PUNCT
cet-2979	73	11	for	for	ADP
cet-2979	73	12	the	the	DET
cet-2979	73	13	prediction	prediction	NOUN
cet-2979	73	14	model	model	NOUN
cet-2979	73	15	of	of	ADP
cet-2979	73	16	insoluble	insoluble	ADJ
cet-2979	73	17	lignin	lignin	NOUN
cet-2979	73	18	in	in	ADP
cet-2979	73	19	biomass	biomass	NOUN
cet-2979	73	20	.	.	PUNCT
cet-2979	74	1	model	model	NOUN
cet-2979	74	2	terms	term	NOUN
cet-2979	74	3	sum	sum	VERB
cet-2979	74	4	of	of	ADP
cet-2979	74	5	square	square	ADJ
cet-2979	74	6	df	df	PROPN
cet-2979	74	7	mean	mean	PROPN
cet-2979	74	8	square	square	ADJ
cet-2979	75	1	f	f	NOUN
cet-2979	75	2	-	-	PUNCT
cet-2979	75	3	value	value	NOUN
cet-2979	75	4	x1	x1	NOUN
cet-2979	75	5	22.5883	22.5883	NUM
cet-2979	75	6	1	1	NUM
cet-2979	75	7	22.5883	22.5883	NUM
cet-2979	75	8	7.6240	7.6240	NUM
cet-2979	75	9	x2	x2	NOUN
cet-2979	75	10	115.5541	115.5541	NUM
cet-2979	75	11	1	1	NUM
cet-2979	75	12	115.5541	115.5541	NUM
cet-2979	75	13	39.0019	39.0019	NUM
cet-2979	75	14	x2²	x2²	NOUN
cet-2979	75	15	32.5831	32.5831	NUM
cet-2979	75	16	1	1	NUM
cet-2979	75	17	32.5831	32.5831	NUM
cet-2979	75	18	10.9975	10.9975	NUM
cet-2979	75	19	x3	x3	NOUN
cet-2979	75	20	135.7328	135.7328	NUM
cet-2979	75	21	1	1	NUM
cet-2979	75	22	135.7328	135.7328	NUM
cet-2979	75	23	45.8126	45.8126	NUM
cet-2979	75	24	x3²	x3²	PROPN
cet-2979	75	25	26.4919	26.4919	NUM
cet-2979	75	26	1	1	NUM
cet-2979	75	27	26.4919	26.4919	NUM
cet-2979	75	28	8.9415	8.9415	NUM
cet-2979	75	29	x2x3	x2x3	NUM
cet-2979	75	30	26.3417	26.3417	NUM
cet-2979	75	31	1	1	NUM
cet-2979	75	32	26.3417	26.3417	NUM
cet-2979	75	33	8.8909	8.8909	NUM
cet-2979	75	34	error	error	NOUN
cet-2979	75	35	29.6278	29.6278	NUM
cet-2979	75	36	10	10	NUM
cet-2979	75	37	2.9628	2.9628	NUM
cet-2979	75	38	total	total	NOUN
cet-2979	75	39	378.2404	378.2404	NUM
cet-2979	75	40	16	16	NUM
cet-2979	75	41	table	table	NOUN
cet-2979	75	42	3	3	NUM
cet-2979	75	43	shows	show	VERB
cet-2979	75	44	the	the	DET
cet-2979	75	45	mean	mean	NOUN
cet-2979	75	46	of	of	ADP
cet-2979	75	47	the	the	DET
cet-2979	75	48	experimental	experimental	ADJ
cet-2979	75	49	results	result	NOUN
cet-2979	75	50	and	and	CCONJ
cet-2979	75	51	the	the	DET
cet-2979	75	52	value	value	NOUN
cet-2979	75	53	predicted	predict	VERB
cet-2979	75	54	by	by	ADP
cet-2979	75	55	the	the	DET
cet-2979	75	56	generated	generate	VERB
cet-2979	75	57	model	model	NOUN
cet-2979	75	58	to	to	PART
cet-2979	75	59	predict	predict	VERB
cet-2979	75	60	the	the	DET
cet-2979	75	61	insoluble	insoluble	ADJ
cet-2979	75	62	lignin	lignin	NOUN
cet-2979	75	63	content	content	NOUN
cet-2979	75	64	in	in	ADP
cet-2979	75	65	the	the	DET
cet-2979	75	66	biomass	biomass	NOUN
cet-2979	75	67	.	.	PUNCT
cet-2979	76	1	table	table	NOUN
cet-2979	76	2	3	3	NUM
cet-2979	76	3	:	:	PUNCT
cet-2979	76	4	comparisons	comparison	NOUN
cet-2979	76	5	between	between	ADP
cet-2979	76	6	the	the	DET
cet-2979	76	7	experimental	experimental	ADJ
cet-2979	76	8	and	and	CCONJ
cet-2979	76	9	predicted	predict	VERB
cet-2979	76	10	values	value	NOUN
cet-2979	76	11	for	for	ADP
cet-2979	76	12	insoluble	insoluble	ADJ
cet-2979	76	13	lignin	lignin	NOUN
cet-2979	76	14	content	content	NOUN
cet-2979	76	15	in	in	ADP
cet-2979	76	16	the	the	DET
cet-2979	76	17	biomass	biomass	NOUN
cet-2979	76	18	after	after	ADP
cet-2979	76	19	hydrogen	hydrogen	NOUN
cet-2979	76	20	peroxide	peroxide	NOUN
cet-2979	76	21	pretreatment	pretreatment	NOUN
cet-2979	76	22	.	.	PUNCT
cet-2979	77	1	runs	run	VERB
cet-2979	77	2	variable	variable	ADJ
cet-2979	77	3	insoluble	insoluble	ADJ
cet-2979	77	4	lignin	lignin	NOUN
cet-2979	77	5	(	(	PUNCT
cet-2979	77	6	%	%	INTJ
cet-2979	77	7	)	)	PUNCT
cet-2979	77	8	temperature	temperature	NOUN
cet-2979	77	9	(	(	PUNCT
cet-2979	77	10	°	°	ADP
cet-2979	77	11	c	c	NOUN
cet-2979	77	12	)	)	PUNCT
cet-2979	77	13	hydrogen	hydrogen	NOUN
cet-2979	77	14	peroxide	peroxide	NOUN
cet-2979	77	15	concentration	concentration	NOUN
cet-2979	77	16	(	(	PUNCT
cet-2979	77	17	%	%	INTJ
cet-2979	77	18	)	)	PUNCT
cet-2979	77	19	ph	ph	PROPN
cet-2979	77	20	experimental	experimental	NOUN
cet-2979	77	21	predicted	predict	VERB
cet-2979	77	22	1	1	NUM
cet-2979	77	23	32.1	32.1	NUM
cet-2979	77	24	4.6	4.6	NUM
cet-2979	77	25	10.6	10.6	NUM
cet-2979	77	26	19.37	19.37	NUM
cet-2979	77	27	21.38	21.38	NUM
cet-2979	77	28	2	2	NUM
cet-2979	77	29	52.9	52.9	NUM
cet-2979	77	30	4.6	4.6	NUM
cet-2979	77	31	10.6	10.6	NUM
cet-2979	77	32	21.31	21.31	NUM
cet-2979	77	33	18.81	18.81	NUM
cet-2979	77	34	3	3	NUM
cet-2979	77	35	32.1	32.1	NUM
cet-2979	77	36	12.4	12.4	NUM
cet-2979	77	37	10.6	10.6	NUM
cet-2979	77	38	14.25	14.25	NUM
cet-2979	77	39	11.91	11.91	NUM
cet-2979	77	40	4	4	NUM
cet-2979	77	41	52.9	52.9	NUM
cet-2979	77	42	12.4	12.4	NUM
cet-2979	77	43	10.6	10.6	NUM
cet-2979	77	44	9.18	9.18	NUM
cet-2979	77	45	9.34	9.34	NUM
cet-2979	77	46	5	5	NUM
cet-2979	77	47	32.1	32.1	NUM
cet-2979	77	48	4.6	4.6	NUM
cet-2979	77	49	12.4	12.4	NUM
cet-2979	77	50	12.27	12.27	NUM
cet-2979	77	51	11.42	11.42	NUM
cet-2979	77	52	6	6	NUM
cet-2979	77	53	52.9	52.9	NUM
cet-2979	77	54	4.6	4.6	NUM
cet-2979	77	55	12.4	12.4	NUM
cet-2979	77	56	7.29	7.29	NUM
cet-2979	77	57	8.85	8.85	NUM
cet-2979	77	58	7	7	NUM
cet-2979	77	59	32.1	32.1	NUM
cet-2979	77	60	12.4	12.4	NUM
cet-2979	77	61	12.4	12.4	NUM
cet-2979	77	62	9.31	9.31	NUM
cet-2979	77	63	9.21	9.21	NUM
cet-2979	77	64	8	8	NUM
cet-2979	77	65	52.9	52.9	NUM
cet-2979	77	66	12.4	12.4	NUM
cet-2979	77	67	12.4	12.4	NUM
cet-2979	77	68	7.53	7.53	NUM
cet-2979	77	69	6.64	6.64	NUM
cet-2979	77	70	9	9	NUM
cet-2979	77	71	25	25	NUM
cet-2979	77	72	8.5	8.5	NUM
cet-2979	77	73	11.5	11.5	NUM
cet-2979	77	74	10.70	10.70	NUM
cet-2979	77	75	11.22	11.22	NUM
cet-2979	77	76	10	10	NUM
cet-2979	77	77	60	60	NUM
cet-2979	77	78	8.5	8.5	NUM
cet-2979	77	79	11.5	11.5	NUM
cet-2979	77	80	6.13	6.13	NUM
cet-2979	77	81	6.90	6.90	NUM
cet-2979	77	82	11	11	NUM
cet-2979	77	83	42.5	42.5	NUM
cet-2979	77	84	2	2	NUM
cet-2979	77	85	11.5	11.5	NUM
cet-2979	77	86	18.98	18.98	NUM
cet-2979	77	87	18.51	18.51	NUM
cet-2979	77	88	12	12	NUM
cet-2979	77	89	42.5	42.5	NUM
cet-2979	77	90	15	15	NUM
cet-2979	77	91	11.5	11.5	NUM
cet-2979	77	92	7.22	7.22	NUM
cet-2979	77	93	8.77	8.77	NUM
cet-2979	77	94	13	13	NUM
cet-2979	77	95	42.5	42.5	NUM
cet-2979	77	96	8.5	8.5	NUM
cet-2979	77	97	10	10	NUM
cet-2979	77	98	17.21	17.21	NUM
cet-2979	77	99	18.46	18.46	NUM
cet-2979	77	100	14	14	NUM
cet-2979	77	101	42.5	42.5	NUM
cet-2979	77	102	8.5	8.5	NUM
cet-2979	77	103	13	13	NUM
cet-2979	77	104	8.09	8.09	NUM
cet-2979	77	105	7.91	7.91	NUM
cet-2979	77	106	15	15	NUM
cet-2979	77	107	42.5	42.5	NUM
cet-2979	77	108	8.5	8.5	NUM
cet-2979	77	109	11.5	11.5	NUM
cet-2979	77	110	7.64	7.64	NUM
cet-2979	77	111	9.06	9.06	NUM
cet-2979	77	112	16	16	NUM
cet-2979	77	113	42.5	42.5	NUM
cet-2979	77	114	8.5	8.5	NUM
cet-2979	77	115	11.5	11.5	NUM
cet-2979	77	116	10.70	10.70	NUM
cet-2979	77	117	9.06	9.06	NUM
cet-2979	77	118	17	17	NUM
cet-2979	77	119	42.5	42.5	NUM
cet-2979	77	120	8.5	8.5	NUM
cet-2979	77	121	11.5	11.5	NUM
cet-2979	77	122	9.28	9.28	NUM
cet-2979	77	123	9.06	9.06	NUM
cet-2979	77	124	figure	figure	NOUN
cet-2979	77	125	2	2	NUM
cet-2979	77	126	shows	show	VERB
cet-2979	77	127	the	the	DET
cet-2979	77	128	3	3	NUM
cet-2979	77	129	-	-	PUNCT
cet-2979	77	130	d	d	NOUN
cet-2979	77	131	surface	surface	NOUN
cet-2979	77	132	plots	plot	NOUN
cet-2979	77	133	representing	represent	VERB
cet-2979	77	134	the	the	DET
cet-2979	77	135	obtained	obtain	VERB
cet-2979	77	136	model	model	NOUN
cet-2979	77	137	.	.	PUNCT
cet-2979	78	1	the	the	DET
cet-2979	78	2	interaction	interaction	NOUN
cet-2979	78	3	between	between	ADP
cet-2979	78	4	the	the	DET
cet-2979	78	5	temperature	temperature	NOUN
cet-2979	78	6	and	and	CCONJ
cet-2979	78	7	h2o2	h2o2	NOUN
cet-2979	78	8	concentration	concentration	NOUN
cet-2979	78	9	variables	variable	NOUN
cet-2979	78	10	can	can	AUX
cet-2979	78	11	be	be	AUX
cet-2979	78	12	understood	understand	VERB
cet-2979	78	13	and	and	CCONJ
cet-2979	78	14	localized	localize	VERB
cet-2979	78	15	using	use	VERB
cet-2979	78	16	the	the	DET
cet-2979	78	17	response	response	NOUN
cet-2979	78	18	surface	surface	NOUN
cet-2979	78	19	plane	plane	NOUN
cet-2979	78	20	.	.	PUNCT
cet-2979	79	1	424	424	NUM
cet-2979	79	2	figure	figure	NOUN
cet-2979	79	3	2	2	NUM
cet-2979	79	4	:	:	PUNCT
cet-2979	79	5	effects	effect	NOUN
cet-2979	79	6	of	of	ADP
cet-2979	79	7	the	the	DET
cet-2979	79	8	temperature	temperature	NOUN
cet-2979	79	9	and	and	CCONJ
cet-2979	79	10	h2o2	h2o2	NOUN
cet-2979	79	11	concentration	concentration	NOUN
cet-2979	79	12	variables	variable	NOUN
cet-2979	79	13	on	on	ADP
cet-2979	79	14	the	the	DET
cet-2979	79	15	predicted	predict	VERB
cet-2979	79	16	model	model	NOUN
cet-2979	79	17	of	of	ADP
cet-2979	79	18	the	the	DET
cet-2979	79	19	insoluble	insoluble	ADJ
cet-2979	79	20	lignin	lignin	NOUN
cet-2979	79	21	content	content	NOUN
cet-2979	79	22	in	in	ADP
cet-2979	79	23	the	the	DET
cet-2979	79	24	biomass	biomass	NOUN
cet-2979	79	25	for	for	ADP
cet-2979	79	26	the	the	DET
cet-2979	79	27	ph	ph	NOUN
cet-2979	79	28	fixed	fix	VERB
cet-2979	79	29	at	at	ADP
cet-2979	79	30	the	the	DET
cet-2979	79	31	central	central	ADJ
cet-2979	79	32	point	point	NOUN
cet-2979	79	33	.	.	PUNCT
cet-2979	80	1	it	it	PRON
cet-2979	80	2	is	be	AUX
cet-2979	80	3	possible	possible	ADJ
cet-2979	80	4	to	to	PART
cet-2979	80	5	observe	observe	VERB
cet-2979	80	6	that	that	SCONJ
cet-2979	80	7	the	the	DET
cet-2979	80	8	decrease	decrease	NOUN
cet-2979	80	9	of	of	ADP
cet-2979	80	10	the	the	DET
cet-2979	80	11	h2o2	h2o2	NOUN
cet-2979	80	12	concentration	concentration	NOUN
cet-2979	80	13	leads	lead	VERB
cet-2979	80	14	to	to	ADP
cet-2979	80	15	the	the	DET
cet-2979	80	16	higher	high	ADJ
cet-2979	80	17	value	value	NOUN
cet-2979	80	18	of	of	ADP
cet-2979	80	19	insoluble	insoluble	ADJ
cet-2979	80	20	lignin	lignin	NOUN
cet-2979	80	21	content	content	NOUN
cet-2979	80	22	in	in	ADP
cet-2979	80	23	the	the	DET
cet-2979	80	24	biomass	biomass	NOUN
cet-2979	80	25	,	,	PUNCT
cet-2979	80	26	regardless	regardless	ADV
cet-2979	80	27	of	of	ADP
cet-2979	80	28	the	the	DET
cet-2979	80	29	temperature	temperature	NOUN
cet-2979	80	30	used	use	VERB
cet-2979	80	31	.	.	PUNCT
cet-2979	81	1	however	however	ADV
cet-2979	81	2	,	,	PUNCT
cet-2979	81	3	for	for	ADP
cet-2979	81	4	higher	high	ADJ
cet-2979	81	5	values	value	NOUN
cet-2979	81	6	of	of	ADP
cet-2979	81	7	temperature	temperature	NOUN
cet-2979	81	8	and	and	CCONJ
cet-2979	81	9	h2o2	h2o2	NOUN
cet-2979	81	10	concentration	concentration	NOUN
cet-2979	81	11	,	,	PUNCT
cet-2979	81	12	the	the	DET
cet-2979	81	13	surface	surface	NOUN
cet-2979	81	14	shows	show	VERB
cet-2979	81	15	the	the	DET
cet-2979	81	16	trend	trend	NOUN
cet-2979	81	17	that	that	PRON
cet-2979	81	18	leads	lead	VERB
cet-2979	81	19	to	to	ADP
cet-2979	81	20	the	the	DET
cet-2979	81	21	lower	low	ADJ
cet-2979	81	22	residual	residual	ADJ
cet-2979	81	23	lignin	lignin	NOUN
cet-2979	81	24	content	content	NOUN
cet-2979	81	25	,	,	PUNCT
cet-2979	81	26	which	which	PRON
cet-2979	81	27	indicates	indicate	VERB
cet-2979	81	28	that	that	SCONJ
cet-2979	81	29	at	at	ADP
cet-2979	81	30	that	that	DET
cet-2979	81	31	point	point	NOUN
cet-2979	81	32	,	,	PUNCT
cet-2979	81	33	the	the	DET
cet-2979	81	34	sugarcane	sugarcane	NOUN
cet-2979	81	35	bagasse	bagasse	NOUN
cet-2979	81	36	delignification	delignification	NOUN
cet-2979	81	37	process	process	NOUN
cet-2979	81	38	was	be	AUX
cet-2979	81	39	successful	successful	ADJ
cet-2979	81	40	.	.	PUNCT
cet-2979	82	1	similarly	similarly	ADV
cet-2979	82	2	,	,	PUNCT
cet-2979	82	3	figure	figure	VERB
cet-2979	82	4	3	3	NUM
cet-2979	82	5	shows	show	VERB
cet-2979	82	6	the	the	DET
cet-2979	82	7	interaction	interaction	NOUN
cet-2979	82	8	between	between	ADP
cet-2979	82	9	the	the	DET
cet-2979	82	10	temperature	temperature	NOUN
cet-2979	82	11	and	and	CCONJ
cet-2979	82	12	ph	ph	ADJ
cet-2979	82	13	variables	variable	NOUN
cet-2979	82	14	.	.	PUNCT
cet-2979	83	1	according	accord	VERB
cet-2979	83	2	to	to	ADP
cet-2979	83	3	the	the	DET
cet-2979	83	4	response	response	NOUN
cet-2979	83	5	surface	surface	NOUN
cet-2979	83	6	graph	graph	NOUN
cet-2979	83	7	,	,	PUNCT
cet-2979	83	8	the	the	DET
cet-2979	83	9	decrease	decrease	NOUN
cet-2979	83	10	in	in	ADP
cet-2979	83	11	ph	ph	ADJ
cet-2979	83	12	values	value	NOUN
cet-2979	83	13	leads	lead	VERB
cet-2979	83	14	to	to	ADP
cet-2979	83	15	an	an	DET
cet-2979	83	16	increase	increase	NOUN
cet-2979	83	17	in	in	ADP
cet-2979	83	18	the	the	DET
cet-2979	83	19	insoluble	insoluble	ADJ
cet-2979	83	20	lignin	lignin	NOUN
cet-2979	83	21	content	content	NOUN
cet-2979	83	22	in	in	ADP
cet-2979	83	23	biomass	biomass	NOUN
cet-2979	83	24	,	,	PUNCT
cet-2979	83	25	regardless	regardless	ADV
cet-2979	83	26	of	of	ADP
cet-2979	83	27	the	the	DET
cet-2979	83	28	temperature	temperature	NOUN
cet-2979	83	29	used	use	VERB
cet-2979	83	30	,	,	PUNCT
cet-2979	83	31	indicating	indicate	VERB
cet-2979	83	32	that	that	SCONJ
cet-2979	83	33	lignin	lignin	NOUN
cet-2979	83	34	extraction	extraction	NOUN
cet-2979	83	35	in	in	ADP
cet-2979	83	36	this	this	DET
cet-2979	83	37	condition	condition	NOUN
cet-2979	83	38	is	be	AUX
cet-2979	83	39	not	not	PART
cet-2979	83	40	satisfactory	satisfactory	ADJ
cet-2979	83	41	.	.	PUNCT
cet-2979	84	1	however	however	ADV
cet-2979	84	2	,	,	PUNCT
cet-2979	84	3	the	the	DET
cet-2979	84	4	formation	formation	NOUN
cet-2979	84	5	of	of	ADP
cet-2979	84	6	a	a	DET
cet-2979	84	7	valley	valley	NOUN
cet-2979	84	8	,	,	PUNCT
cet-2979	84	9	resulting	result	VERB
cet-2979	84	10	in	in	ADP
cet-2979	84	11	a	a	DET
cet-2979	84	12	lower	low	ADJ
cet-2979	84	13	insoluble	insoluble	ADJ
cet-2979	84	14	lignin	lignin	NOUN
cet-2979	84	15	content	content	NOUN
cet-2979	84	16	,	,	PUNCT
cet-2979	84	17	is	be	AUX
cet-2979	84	18	observed	observe	VERB
cet-2979	84	19	in	in	ADP
cet-2979	84	20	processes	process	NOUN
cet-2979	84	21	that	that	PRON
cet-2979	84	22	use	use	VERB
cet-2979	84	23	higher	high	ADJ
cet-2979	84	24	values	value	NOUN
cet-2979	84	25	of	of	ADP
cet-2979	84	26	ph	ph	NOUN
cet-2979	84	27	and	and	CCONJ
cet-2979	84	28	temperature	temperature	NOUN
cet-2979	84	29	.	.	PUNCT
cet-2979	85	1	figure	figure	VERB
cet-2979	85	2	3	3	NUM
cet-2979	85	3	:	:	PUNCT
cet-2979	85	4	effects	effect	NOUN
cet-2979	85	5	of	of	ADP
cet-2979	85	6	the	the	DET
cet-2979	85	7	temperature	temperature	NOUN
cet-2979	85	8	and	and	CCONJ
cet-2979	85	9	ph	ph	ADJ
cet-2979	85	10	variables	variable	NOUN
cet-2979	85	11	on	on	ADP
cet-2979	85	12	the	the	DET
cet-2979	85	13	predicted	predict	VERB
cet-2979	85	14	model	model	NOUN
cet-2979	85	15	of	of	ADP
cet-2979	85	16	the	the	DET
cet-2979	85	17	insoluble	insoluble	ADJ
cet-2979	85	18	lignin	lignin	NOUN
cet-2979	85	19	content	content	NOUN
cet-2979	85	20	in	in	ADP
cet-2979	85	21	the	the	DET
cet-2979	85	22	biomass	biomass	NOUN
cet-2979	85	23	for	for	ADP
cet-2979	85	24	the	the	DET
cet-2979	85	25	h2o2	h2o2	NOUN
cet-2979	85	26	concentration	concentration	NOUN
cet-2979	85	27	fixed	fix	VERB
cet-2979	85	28	at	at	ADP
cet-2979	85	29	the	the	DET
cet-2979	85	30	central	central	ADJ
cet-2979	85	31	point	point	NOUN
cet-2979	85	32	.	.	PUNCT
cet-2979	86	1	figure	figure	NOUN
cet-2979	86	2	4	4	NUM
cet-2979	86	3	shows	show	VERB
cet-2979	86	4	the	the	DET
cet-2979	86	5	interaction	interaction	NOUN
cet-2979	86	6	between	between	ADP
cet-2979	86	7	the	the	DET
cet-2979	86	8	h2o2	h2o2	NOUN
cet-2979	86	9	concentration	concentration	NOUN
cet-2979	86	10	and	and	CCONJ
cet-2979	86	11	ph	ph	ADJ
cet-2979	86	12	variables	variable	NOUN
cet-2979	86	13	.	.	PUNCT
cet-2979	87	1	in	in	ADP
cet-2979	87	2	this	this	DET
cet-2979	87	3	case	case	NOUN
cet-2979	87	4	,	,	PUNCT
cet-2979	87	5	it	it	PRON
cet-2979	87	6	is	be	AUX
cet-2979	87	7	possible	possible	ADJ
cet-2979	87	8	to	to	PART
cet-2979	87	9	observe	observe	VERB
cet-2979	87	10	the	the	DET
cet-2979	87	11	formation	formation	NOUN
cet-2979	87	12	of	of	ADP
cet-2979	87	13	a	a	DET
cet-2979	87	14	well	well	ADV
cet-2979	87	15	-	-	PUNCT
cet-2979	87	16	defined	define	VERB
cet-2979	87	17	valley	valley	NOUN
cet-2979	87	18	,	,	PUNCT
cet-2979	87	19	indicating	indicate	VERB
cet-2979	87	20	that	that	SCONJ
cet-2979	87	21	the	the	DET
cet-2979	87	22	ideal	ideal	ADJ
cet-2979	87	23	values	value	NOUN
cet-2979	87	24	for	for	ADP
cet-2979	87	25	h2o2	h2o2	NOUN
cet-2979	87	26	concentration	concentration	NOUN
cet-2979	87	27	and	and	CCONJ
cet-2979	87	28	ph	ph	NOUN
cet-2979	87	29	to	to	PART
cet-2979	87	30	reduce	reduce	VERB
cet-2979	87	31	the	the	DET
cet-2979	87	32	insoluble	insoluble	ADJ
cet-2979	87	33	lignin	lignin	NOUN
cet-2979	87	34	content	content	NOUN
cet-2979	87	35	in	in	ADP
cet-2979	87	36	the	the	DET
cet-2979	87	37	biomass	biomass	NOUN
cet-2979	87	38	delignification	delignification	NOUN
cet-2979	87	39	process	process	NOUN
cet-2979	87	40	would	would	AUX
cet-2979	87	41	be	be	AUX
cet-2979	87	42	around	around	ADV
cet-2979	87	43	8	8	NUM
cet-2979	87	44	to	to	PART
cet-2979	87	45	14	14	NUM
cet-2979	87	46	%	%	NOUN
cet-2979	87	47	m	m	NOUN
cet-2979	87	48	/	/	SYM
cet-2979	87	49	v	v	NOUN
cet-2979	87	50	and	and	CCONJ
cet-2979	87	51	around	around	ADV
cet-2979	87	52	11.5	11.5	NUM
cet-2979	87	53	to	to	PART
cet-2979	87	54	13	13	NUM
cet-2979	87	55	,	,	PUNCT
cet-2979	87	56	respectively	respectively	ADV
cet-2979	87	57	.	.	PUNCT
cet-2979	88	1	425	425	NUM
cet-2979	88	2	figure	figure	NOUN
cet-2979	88	3	4	4	NUM
cet-2979	88	4	:	:	PUNCT
cet-2979	88	5	effects	effect	NOUN
cet-2979	88	6	of	of	ADP
cet-2979	88	7	the	the	DET
cet-2979	88	8	h2o2	h2o2	NOUN
cet-2979	88	9	concentration	concentration	NOUN
cet-2979	88	10	and	and	CCONJ
cet-2979	88	11	ph	ph	ADJ
cet-2979	88	12	variables	variable	NOUN
cet-2979	88	13	on	on	ADP
cet-2979	88	14	the	the	DET
cet-2979	88	15	predicted	predict	VERB
cet-2979	88	16	model	model	NOUN
cet-2979	88	17	of	of	ADP
cet-2979	88	18	the	the	DET
cet-2979	88	19	insoluble	insoluble	ADJ
cet-2979	88	20	lignin	lignin	NOUN
cet-2979	88	21	content	content	NOUN
cet-2979	88	22	in	in	ADP
cet-2979	88	23	the	the	DET
cet-2979	88	24	biomass	biomass	NOUN
cet-2979	88	25	for	for	ADP
cet-2979	88	26	the	the	DET
cet-2979	88	27	temperature	temperature	NOUN
cet-2979	88	28	fixed	fix	VERB
cet-2979	88	29	at	at	ADP
cet-2979	88	30	the	the	DET
cet-2979	88	31	central	central	ADJ
cet-2979	88	32	point	point	NOUN
cet-2979	88	33	.	.	PUNCT
cet-2979	89	1	4	4	X
cet-2979	89	2	.	.	X
cet-2979	89	3	conclusions	conclusion	NOUN
cet-2979	89	4	this	this	DET
cet-2979	89	5	study	study	NOUN
cet-2979	89	6	revealed	reveal	VERB
cet-2979	89	7	the	the	DET
cet-2979	89	8	influence	influence	NOUN
cet-2979	89	9	of	of	ADP
cet-2979	89	10	the	the	DET
cet-2979	89	11	variables	variable	NOUN
cet-2979	89	12	temperature	temperature	NOUN
cet-2979	89	13	,	,	PUNCT
cet-2979	89	14	h2o2	h2o2	NOUN
cet-2979	89	15	concentration	concentration	NOUN
cet-2979	89	16	and	and	CCONJ
cet-2979	89	17	ph	ph	NOUN
cet-2979	89	18	on	on	ADP
cet-2979	89	19	the	the	DET
cet-2979	89	20	sugarcane	sugarcane	NOUN
cet-2979	89	21	bagasse	bagasse	NOUN
cet-2979	89	22	delignification	delignification	NOUN
cet-2979	89	23	process	process	NOUN
cet-2979	89	24	.	.	PUNCT
cet-2979	90	1	from	from	ADP
cet-2979	90	2	the	the	DET
cet-2979	90	3	experimental	experimental	ADJ
cet-2979	90	4	design	design	NOUN
cet-2979	90	5	,	,	PUNCT
cet-2979	90	6	it	it	PRON
cet-2979	90	7	was	be	AUX
cet-2979	90	8	possible	possible	ADJ
cet-2979	90	9	to	to	PART
cet-2979	90	10	build	build	VERB
cet-2979	90	11	a	a	DET
cet-2979	90	12	mathematical	mathematical	ADJ
cet-2979	90	13	model	model	NOUN
cet-2979	90	14	to	to	PART
cet-2979	90	15	evaluate	evaluate	VERB
cet-2979	90	16	the	the	DET
cet-2979	90	17	insoluble	insoluble	ADJ
cet-2979	90	18	lignin	lignin	NOUN
cet-2979	90	19	content	content	NOUN
cet-2979	90	20	in	in	ADP
cet-2979	90	21	the	the	DET
cet-2979	90	22	biomass	biomass	NOUN
cet-2979	90	23	,	,	PUNCT
cet-2979	90	24	a	a	DET
cet-2979	90	25	methodology	methodology	NOUN
cet-2979	90	26	that	that	PRON
cet-2979	90	27	takes	take	VERB
cet-2979	90	28	more	more	ADJ
cet-2979	90	29	than	than	ADP
cet-2979	90	30	2	2	NUM
cet-2979	90	31	days	day	NOUN
cet-2979	90	32	to	to	PART
cet-2979	90	33	be	be	AUX
cet-2979	90	34	carried	carry	VERB
cet-2979	90	35	out	out	ADP
cet-2979	90	36	and	and	CCONJ
cet-2979	90	37	that	that	PRON
cet-2979	90	38	is	be	AUX
cet-2979	90	39	important	important	ADJ
cet-2979	90	40	for	for	ADP
cet-2979	90	41	the	the	DET
cet-2979	90	42	step	step	NOUN
cet-2979	90	43	of	of	ADP
cet-2979	90	44	quantifying	quantify	VERB
cet-2979	90	45	extracted	extract	VERB
cet-2979	90	46	lignin	lignin	NOUN
cet-2979	90	47	in	in	ADP
cet-2979	90	48	the	the	DET
cet-2979	90	49	studied	study	VERB
cet-2979	90	50	process	process	NOUN
cet-2979	90	51	.	.	PUNCT
cet-2979	91	1	the	the	DET
cet-2979	91	2	model	model	NOUN
cet-2979	91	3	was	be	AUX
cet-2979	91	4	satisfactory	satisfactory	ADJ
cet-2979	91	5	in	in	ADP
cet-2979	91	6	the	the	DET
cet-2979	91	7	prediction	prediction	NOUN
cet-2979	91	8	of	of	ADP
cet-2979	91	9	the	the	DET
cet-2979	91	10	residual	residual	ADJ
cet-2979	91	11	lignin	lignin	NOUN
cet-2979	91	12	content	content	NOUN
cet-2979	91	13	,	,	PUNCT
cet-2979	91	14	with	with	ADP
cet-2979	91	15	a	a	DET
cet-2979	91	16	correlation	correlation	NOUN
cet-2979	91	17	coefficient	coefficient	NOUN
cet-2979	91	18	of	of	ADP
cet-2979	91	19	92.16	92.16	NUM
cet-2979	91	20	%	%	NOUN
cet-2979	91	21	.	.	PUNCT
cet-2979	92	1	the	the	DET
cet-2979	92	2	response	response	NOUN
cet-2979	92	3	surface	surface	NOUN
cet-2979	92	4	methodology	methodology	NOUN
cet-2979	92	5	was	be	AUX
cet-2979	92	6	used	use	VERB
cet-2979	92	7	to	to	PART
cet-2979	92	8	optimize	optimize	VERB
cet-2979	92	9	the	the	DET
cet-2979	92	10	process	process	NOUN
cet-2979	92	11	conditions	condition	NOUN
cet-2979	92	12	.	.	PUNCT
cet-2979	93	1	the	the	DET
cet-2979	93	2	biomass	biomass	NOUN
cet-2979	93	3	delignification	delignification	NOUN
cet-2979	93	4	process	process	NOUN
cet-2979	93	5	is	be	AUX
cet-2979	93	6	satisfactory	satisfactory	ADJ
cet-2979	93	7	when	when	SCONJ
cet-2979	93	8	lower	low	ADJ
cet-2979	93	9	insoluble	insoluble	ADJ
cet-2979	93	10	lignin	lignin	NOUN
cet-2979	93	11	content	content	NOUN
cet-2979	93	12	in	in	ADP
cet-2979	93	13	the	the	DET
cet-2979	93	14	material	material	NOUN
cet-2979	93	15	is	be	AUX
cet-2979	93	16	observed	observe	VERB
cet-2979	93	17	.	.	PUNCT
cet-2979	94	1	thus	thus	ADV
cet-2979	94	2	,	,	PUNCT
cet-2979	94	3	the	the	DET
cet-2979	94	4	optimized	optimize	VERB
cet-2979	94	5	process	process	NOUN
cet-2979	94	6	condition	condition	NOUN
cet-2979	94	7	is	be	AUX
cet-2979	94	8	a	a	DET
cet-2979	94	9	temperature	temperature	NOUN
cet-2979	94	10	of	of	ADP
cet-2979	94	11	60	60	NUM
cet-2979	94	12	°	°	NOUN
cet-2979	94	13	c	c	NOUN
cet-2979	94	14	,	,	PUNCT
cet-2979	94	15	a	a	DET
cet-2979	94	16	h2o2	h2o2	NOUN
cet-2979	94	17	concentration	concentration	NOUN
cet-2979	94	18	of	of	ADP
cet-2979	94	19	10	10	NUM
cet-2979	94	20	%	%	NOUN
cet-2979	94	21	m	m	NOUN
cet-2979	94	22	/	/	SYM
cet-2979	94	23	v	v	PROPN
cet-2979	94	24	and	and	CCONJ
cet-2979	94	25	a	a	DET
cet-2979	94	26	ph	ph	ADJ
cet-2979	94	27	value	value	NOUN
cet-2979	94	28	of	of	ADP
cet-2979	94	29	11.5	11.5	NUM
cet-2979	94	30	.	.	PUNCT
cet-2979	95	1	references	reference	NOUN
cet-2979	95	2	karagoz	karagoz	PROPN
cet-2979	95	3	,	,	PUNCT
cet-2979	95	4	p.	p.	PROPN
cet-2979	95	5	,	,	PUNCT
cet-2979	95	6	rocha	rocha	PROPN
cet-2979	95	7	,	,	PUNCT
cet-2979	95	8	i.	i.	PROPN
cet-2979	95	9	v.	v.	PROPN
cet-2979	95	10	,	,	PUNCT
cet-2979	95	11	ozkan	ozkan	ADJ
cet-2979	95	12	,	,	PUNCT
cet-2979	95	13	m.	m.	NOUN
cet-2979	95	14	,	,	PUNCT
cet-2979	95	15	angelidaki	angelidaki	PROPN
cet-2979	95	16	,	,	PUNCT
cet-2979	95	17	i.	i.	NOUN
cet-2979	95	18	,	,	PUNCT
cet-2979	95	19	2012	2012	NUM
cet-2979	95	20	,	,	PUNCT
cet-2979	95	21	alkaline	alkaline	NOUN
cet-2979	95	22	peroxide	peroxide	NOUN
cet-2979	95	23	pretreatment	pretreatment	NOUN
cet-2979	95	24	of	of	ADP
cet-2979	95	25	rapeseed	rapeseed	NOUN
cet-2979	95	26	straw	straw	NOUN
cet-2979	95	27	for	for	ADP
cet-2979	95	28	enhancing	enhance	VERB
cet-2979	95	29	bioethanol	bioethanol	NOUN
cet-2979	95	30	production	production	NOUN
cet-2979	95	31	by	by	ADP
cet-2979	95	32	same	same	ADJ
cet-2979	95	33	vessel	vessel	NOUN
cet-2979	95	34	saccharification	saccharification	NOUN
cet-2979	95	35	and	and	CCONJ
cet-2979	95	36	co	co	NOUN
cet-2979	95	37	-	-	NOUN
cet-2979	95	38	fermentation	fermentation	NOUN
cet-2979	95	39	,	,	PUNCT
cet-2979	95	40	bioresource	bioresource	ADJ
cet-2979	95	41	technology	technology	NOUN
cet-2979	95	42	,	,	PUNCT
cet-2979	95	43	104	104	NUM
cet-2979	95	44	,	,	PUNCT
cet-2979	95	45	349	349	NUM
cet-2979	95	46	-	-	SYM
cet-2979	95	47	357	357	NUM
cet-2979	95	48	.	.	PUNCT
cet-2979	96	1	rabelo	rabelo	NOUN
cet-2979	96	2	,	,	PUNCT
cet-2979	96	3	s.	s.	PROPN
cet-2979	96	4	c.	c.	PROPN
cet-2979	96	5	,	,	PUNCT
cet-2979	96	6	andrade	andrade	PROPN
cet-2979	96	7	,	,	PUNCT
cet-2979	96	8	r.	r.	PROPN
cet-2979	96	9	r.	r.	PROPN
cet-2979	96	10	,	,	PUNCT
cet-2979	96	11	filho	filho	PROPN
cet-2979	96	12	,	,	PUNCT
cet-2979	96	13	r.	r.	PROPN
cet-2979	96	14	m.	m.	PROPN
cet-2979	96	15	,	,	PUNCT
cet-2979	96	16	costa	costa	PROPN
cet-2979	96	17	,	,	PUNCT
cet-2979	96	18	a.	a.	PROPN
cet-2979	96	19	c.	c.	PROPN
cet-2979	96	20	,	,	PUNCT
cet-2979	96	21	2014	2014	NUM
cet-2979	96	22	,	,	PUNCT
cet-2979	96	23	alkaline	alkaline	ADJ
cet-2979	96	24	hydrogen	hydrogen	NOUN
cet-2979	96	25	peroxide	peroxide	NOUN
cet-2979	96	26	pretreatment	pretreatment	NOUN
cet-2979	96	27	,	,	PUNCT
cet-2979	96	28	enzymatic	enzymatic	ADJ
cet-2979	96	29	hydrolysis	hydrolysis	NOUN
cet-2979	96	30	and	and	CCONJ
cet-2979	96	31	fermentation	fermentation	NOUN
cet-2979	96	32	of	of	ADP
cet-2979	96	33	sugarcane	sugarcane	NOUN
cet-2979	96	34	bagasse	bagasse	NOUN
cet-2979	96	35	to	to	PART
cet-2979	96	36	ethanol	ethanol	NOUN
cet-2979	96	37	,	,	PUNCT
cet-2979	96	38	fuel	fuel	NOUN
cet-2979	96	39	,	,	PUNCT
cet-2979	96	40	136	136	NUM
cet-2979	96	41	,	,	PUNCT
cet-2979	96	42	349	349	NUM
cet-2979	96	43	357	357	NUM
cet-2979	96	44	.	.	PUNCT
cet-2979	97	1	ramli	ramli	PROPN
cet-2979	97	2	n.a	n.a	PROPN
cet-2979	97	3	.	.	PROPN
cet-2979	97	4	,	,	PUNCT
cet-2979	97	5	rahman	rahman	PROPN
cet-2979	97	6	r.a	r.a	PROPN
cet-2979	97	7	.	.	PROPN
cet-2979	97	8	,	,	PUNCT
cet-2979	97	9	ngadi	ngadi	PROPN
cet-2979	97	10	n.	n.	PROPN
cet-2979	97	11	,	,	PUNCT
cet-2979	97	12	samah	samah	PROPN
cet-2979	97	13	r.a	r.a	PROPN
cet-2979	97	14	.	.	PROPN
cet-2979	97	15	,	,	PUNCT
cet-2979	97	16	2017	2017	NUM
cet-2979	97	17	,	,	PUNCT
cet-2979	97	18	optimisation	optimisation	NOUN
cet-2979	97	19	of	of	ADP
cet-2979	97	20	fermentation	fermentation	NOUN
cet-2979	97	21	conditions	condition	NOUN
cet-2979	97	22	for	for	ADP
cet-2979	97	23	isobutanol	isobutanol	ADJ
cet-2979	97	24	production	production	NOUN
cet-2979	97	25	by	by	ADP
cet-2979	97	26	saccharomyces	saccharomyce	NOUN
cet-2979	97	27	cerevisiae	cerevisiae	NOUN
cet-2979	97	28	using	use	VERB
cet-2979	97	29	response	response	NOUN
cet-2979	97	30	surface	surface	NOUN
cet-2979	97	31	methodology	methodology	NOUN
cet-2979	97	32	,	,	PUNCT
cet-2979	97	33	chemical	chemical	ADJ
cet-2979	97	34	engineering	engineering	NOUN
cet-2979	97	35	transactions	transaction	NOUN
cet-2979	97	36	,	,	PUNCT
cet-2979	97	37	56	56	NUM
cet-2979	97	38	,	,	PUNCT
cet-2979	97	39	301	301	NUM
cet-2979	97	40	-	-	SYM
cet-2979	97	41	306	306	NUM
cet-2979	97	42	.	.	PUNCT
cet-2979	98	1	shimizu	shimizu	PROPN
cet-2979	98	2	,	,	PUNCT
cet-2979	98	3	f.l	f.l	PROPN
cet-2979	98	4	.	.	PROPN
cet-2979	98	5	,	,	PUNCT
cet-2979	98	6	monteiro	monteiro	PROPN
cet-2979	98	7	,	,	PUNCT
cet-2979	98	8	p.q	p.q	PROPN
cet-2979	98	9	.	.	PROPN
cet-2979	98	10	,	,	PUNCT
cet-2979	98	11	ghiraldi	ghiraldi	PROPN
cet-2979	98	12	,	,	PUNCT
cet-2979	98	13	p.h.c	p.h.c	INTJ
cet-2979	98	14	.	.	PROPN
cet-2979	98	15	,	,	PUNCT
cet-2979	98	16	melati	melati	PROPN
cet-2979	98	17	,	,	PUNCT
cet-2979	98	18	r.b	r.b	PROPN
cet-2979	98	19	.	.	PROPN
cet-2979	98	20	,	,	PUNCT
cet-2979	98	21	pagnocca	pagnocca	PROPN
cet-2979	98	22	,	,	PUNCT
cet-2979	98	23	f.c	f.c	PROPN
cet-2979	98	24	.	.	PROPN
cet-2979	98	25	,	,	PUNCT
cet-2979	98	26	souza	souza	PROPN
cet-2979	98	27	,	,	PUNCT
cet-2979	98	28	w.	w.	PROPN
cet-2979	98	29	,	,	PUNCT
cet-2979	98	30	sant’anna	sant’anna	NOUN
cet-2979	98	31	,	,	PUNCT
cet-2979	98	32	c.	c.	NOUN
cet-2979	98	33	,	,	PUNCT
cet-2979	98	34	brienzo	brienzo	NOUN
cet-2979	98	35	,	,	PUNCT
cet-2979	98	36	m.	m.	NOUN
cet-2979	98	37	,	,	PUNCT
cet-2979	98	38	2018	2018	NUM
cet-2979	98	39	,	,	PUNCT
cet-2979	98	40	acid	acid	NOUN
cet-2979	98	41	,	,	PUNCT
cet-2979	98	42	alkali	alkali	ADJ
cet-2979	98	43	and	and	CCONJ
cet-2979	98	44	peroxide	peroxide	ADJ
cet-2979	98	45	pretreatments	pretreatment	NOUN
cet-2979	98	46	increase	increase	VERB
cet-2979	98	47	the	the	DET
cet-2979	98	48	cellulose	cellulose	NOUN
cet-2979	98	49	accessibility	accessibility	NOUN
cet-2979	98	50	and	and	CCONJ
cet-2979	98	51	glucose	glucose	NOUN
cet-2979	98	52	yield	yield	NOUN
cet-2979	98	53	of	of	ADP
cet-2979	98	54	banana	banana	NOUN
cet-2979	98	55	pseudostem	pseudostem	NOUN
cet-2979	98	56	,	,	PUNCT
cet-2979	98	57	industrial	industrial	ADJ
cet-2979	98	58	crops	crop	NOUN
cet-2979	98	59	and	and	CCONJ
cet-2979	98	60	products	product	NOUN
cet-2979	98	61	,	,	PUNCT
cet-2979	98	62	115	115	NUM
cet-2979	98	63	,	,	PUNCT
cet-2979	98	64	62	62	NUM
cet-2979	98	65	-	-	SYM
cet-2979	98	66	68	68	NUM
cet-2979	98	67	.	.	PUNCT
cet-2979	99	1	sluiter	sluiter	PROPN
cet-2979	99	2	,	,	PUNCT
cet-2979	99	3	a.	a.	PROPN
cet-2979	99	4	,	,	PUNCT
cet-2979	99	5	hames	hames	PROPN
cet-2979	99	6	,	,	PUNCT
cet-2979	99	7	b.	b.	PROPN
cet-2979	99	8	,	,	PUNCT
cet-2979	99	9	ruiz	ruiz	PROPN
cet-2979	99	10	,	,	PUNCT
cet-2979	99	11	r.	r.	PROPN
cet-2979	99	12	,	,	PUNCT
cet-2979	99	13	scarlata	scarlata	PROPN
cet-2979	99	14	,	,	PUNCT
cet-2979	99	15	c.	c.	PROPN
cet-2979	99	16	,	,	PUNCT
cet-2979	99	17	sluiter	sluiter	PROPN
cet-2979	99	18	,	,	PUNCT
cet-2979	99	19	j.	j.	PROPN
cet-2979	99	20	,	,	PUNCT
cet-2979	99	21	templeton	templeton	PROPN
cet-2979	99	22	,	,	PUNCT
cet-2979	99	23	d.	d.	PROPN
cet-2979	99	24	,	,	PUNCT
cet-2979	99	25	crocker	crocker	PROPN
cet-2979	99	26	,	,	PUNCT
cet-2979	99	27	d.	d.	PROPN
cet-2979	99	28	,	,	PUNCT
cet-2979	99	29	2008	2008	NUM
cet-2979	99	30	,	,	PUNCT
cet-2979	99	31	determination	determination	NOUN
cet-2979	99	32	of	of	ADP
cet-2979	99	33	structural	structural	ADJ
cet-2979	99	34	carbohydrates	carbohydrate	NOUN
cet-2979	99	35	and	and	CCONJ
cet-2979	99	36	lignin	lignin	NOUN
cet-2979	99	37	in	in	ADP
cet-2979	99	38	biomass	biomass	NOUN
cet-2979	99	39	,	,	PUNCT
cet-2979	99	40	laboratory	laboratory	NOUN
cet-2979	99	41	analytical	analytical	ADJ
cet-2979	99	42	procedure	procedure	NOUN
cet-2979	99	43	,	,	PUNCT
cet-2979	99	44	1617	1617	NUM
cet-2979	99	45	,	,	PUNCT
cet-2979	99	46	1	1	NUM
cet-2979	99	47	-	-	SYM
cet-2979	99	48	16	16	NUM
cet-2979	99	49	.	.	PUNCT
cet-2979	100	1	valim	valim	PROPN
cet-2979	100	2	,	,	PUNCT
cet-2979	100	3	i.	i.	PROPN
cet-2979	100	4	c	c	PROPN
cet-2979	100	5	,	,	PUNCT
cet-2979	100	6	fidalgo	fidalgo	PROPN
cet-2979	100	7	,	,	PUNCT
cet-2979	100	8	j.	j.	PROPN
cet-2979	100	9	l.	l.	PROPN
cet-2979	100	10	g.	g.	PROPN
cet-2979	100	11	,	,	PUNCT
cet-2979	100	12	rego	rego	PROPN
cet-2979	100	13	,	,	PUNCT
cet-2979	100	14	a.	a.	PROPN
cet-2979	100	15	s.	s.	PROPN
cet-2979	100	16	c.	c.	PROPN
cet-2979	100	17	,	,	PUNCT
cet-2979	100	18	vilani	vilani	PROPN
cet-2979	100	19	,	,	PUNCT
cet-2979	100	20	c.	c.	PROPN
cet-2979	100	21	,	,	PUNCT
cet-2979	100	22	martins	martin	NOUN
cet-2979	100	23	,	,	PUNCT
cet-2979	100	24	a.	a.	PROPN
cet-2979	100	25	a.	a.	PROPN
cet-2979	100	26	r.	r.	PROPN
cet-2979	100	27	a.	a.	PROPN
cet-2979	100	28	,	,	PUNCT
cet-2979	100	29	santos	santos	PROPN
cet-2979	100	30	,	,	PUNCT
cet-2979	100	31	b.	b.	PROPN
cet-2979	100	32	f.	f.	PROPN
cet-2979	100	33	,	,	PUNCT
cet-2979	100	34	2017	2017	NUM
cet-2979	100	35	,	,	PUNCT
cet-2979	100	36	neural	neural	ADJ
cet-2979	100	37	network	network	NOUN
cet-2979	100	38	modeling	modeling	NOUN
cet-2979	100	39	to	to	PART
cet-2979	100	40	support	support	VERB
cet-2979	100	41	na	na	ADP
cet-2979	100	42	experimental	experimental	ADJ
cet-2979	100	43	study	study	NOUN
cet-2979	100	44	of	of	ADP
cet-2979	100	45	the	the	DET
cet-2979	100	46	dedelignification	dedelignification	NOUN
cet-2979	100	47	processo	processo	X
cet-2979	100	48	f	f	PROPN
cet-2979	100	49	sugarcane	sugarcane	NOUN
cet-2979	100	50	bagasse	bagasse	NOUN
cet-2979	100	51	after	after	ADP
cet-2979	100	52	alcaline	alcaline	ADJ
cet-2979	100	53	hydrogen	hydrogen	NOUN
cet-2979	100	54	peroxide	peroxide	NOUN
cet-2979	100	55	pretreatment	pretreatment	NOUN
cet-2979	100	56	,	,	PUNCT
cet-2979	100	57	bioresource	bioresource	ADJ
cet-2979	100	58	technology	technology	NOUN
cet-2979	100	59	,	,	PUNCT
cet-2979	100	60	243	243	NUM
cet-2979	100	61	,	,	PUNCT
cet-2979	100	62	760	760	NUM
cet-2979	100	63	-	-	SYM
cet-2979	100	64	770	770	NUM
cet-2979	100	65	.	.	NUM
cet-2979	101	1	426	426	NUM