id	sid	tid	token	lemma	pos
cet-1675	1	1	microsoft	microsoft	PROPN
cet-1675	1	2	word	word	NOUN
cet-1675	1	3	164.docx	164.docx	NUM
cet-1675	1	4	chemical	chemical	NOUN
cet-1675	1	5	engineering	engineering	NOUN
cet-1675	1	6	transactions	transaction	NOUN
cet-1675	1	7	vol	vol	NOUN
cet-1675	1	8	.	.	PROPN
cet-1675	1	9	56	56	NUM
cet-1675	1	10	,	,	PUNCT
cet-1675	1	11	2017	2017	NUM
cet-1675	1	12	a	a	DET
cet-1675	1	13	publication	publication	NOUN
cet-1675	1	14	of	of	ADP
cet-1675	1	15	the	the	DET
cet-1675	1	16	italian	italian	ADJ
cet-1675	1	17	association	association	NOUN
cet-1675	1	18	of	of	ADP
cet-1675	1	19	chemical	chemical	PROPN
cet-1675	1	20	engineering	engineering	NOUN
cet-1675	1	21	online	online	ADV
cet-1675	1	22	at	at	ADP
cet-1675	1	23	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-1675	1	24	guest	guest	NOUN
cet-1675	1	25	editors	editor	NOUN
cet-1675	1	26	:	:	PUNCT
cet-1675	1	27	jiří	jiří	PROPN
cet-1675	1	28	jaromír	jaromír	PROPN
cet-1675	1	29	klemeš	klemeš	PROPN
cet-1675	1	30	,	,	PUNCT
cet-1675	1	31	peng	peng	PROPN
cet-1675	1	32	yen	yen	PROPN
cet-1675	1	33	liew	liew	PROPN
cet-1675	1	34	,	,	PUNCT
cet-1675	1	35	wai	wai	PROPN
cet-1675	1	36	shin	shin	PROPN
cet-1675	1	37	ho	ho	PROPN
cet-1675	1	38	,	,	PUNCT
cet-1675	1	39	jeng	jeng	PROPN
cet-1675	1	40	shiun	shiun	PROPN
cet-1675	1	41	lim	lim	PROPN
cet-1675	1	42	copyright	copyright	PROPN
cet-1675	1	43	©	©	PROPN
cet-1675	1	44	2017	2017	NUM
cet-1675	1	45	,	,	PUNCT
cet-1675	1	46	aidic	aidic	ADJ
cet-1675	1	47	servizi	servizi	PROPN
cet-1675	1	48	s.r.l	s.r.l	NOUN
cet-1675	1	49	.	.	PUNCT
cet-1675	1	50	,	,	PUNCT
cet-1675	1	51	isbn	isbn	PROPN
cet-1675	1	52	978	978	NUM
cet-1675	1	53	-	-	SYM
cet-1675	1	54	88	88	NUM
cet-1675	1	55	-	-	PUNCT
cet-1675	1	56	95608	95608	NUM
cet-1675	1	57	-	-	PUNCT
cet-1675	1	58	47	47	NUM
cet-1675	1	59	-	-	SYM
cet-1675	1	60	1	1	NUM
cet-1675	1	61	;	;	PUNCT
cet-1675	1	62	issn	issn	PROPN
cet-1675	1	63	2283	2283	NUM
cet-1675	1	64	-	-	SYM
cet-1675	1	65	9216	9216	NUM
cet-1675	1	66	batch	batch	NOUN
cet-1675	1	67	fermentation	fermentation	NOUN
cet-1675	1	68	of	of	ADP
cet-1675	1	69	bioethanol	bioethanol	NOUN
cet-1675	1	70	from	from	ADP
cet-1675	1	71	the	the	DET
cet-1675	1	72	residues	residue	NOUN
cet-1675	1	73	of	of	ADP
cet-1675	1	74	elaeis	elaeis	NOUN
cet-1675	1	75	guineensis	guineensis	NOUN
cet-1675	1	76	:	:	PUNCT
cet-1675	1	77	optimisation	optimisation	NOUN
cet-1675	1	78	using	use	VERB
cet-1675	1	79	response	response	NOUN
cet-1675	1	80	surface	surface	NOUN
cet-1675	1	81	methodology	methodology	NOUN
cet-1675	1	82	mohd	mohd	PROPN
cet-1675	1	83	dinie	dinie	PROPN
cet-1675	1	84	muhaimin	muhaimin	PROPN
cet-1675	1	85	samsudin*,a	samsudin*,a	PROPN
cet-1675	1	86	,	,	PUNCT
cet-1675	1	87	b	b	PROPN
cet-1675	1	88	,	,	PUNCT
cet-1675	1	89	mashitah	mashitah	PROPN
cet-1675	1	90	mat	mat	PROPN
cet-1675	1	91	dona	dona	PROPN
cet-1675	1	92	,	,	PUNCT
cet-1675	1	93	norazana	norazana	PROPN
cet-1675	1	94	ibrahimb	ibrahimb	PROPN
cet-1675	1	95	,	,	PUNCT
cet-1675	1	96	rafiziana	rafiziana	PROPN
cet-1675	1	97	md	md	PROPN
cet-1675	1	98	kasmanib	kasmanib	PROPN
cet-1675	1	99	,	,	PUNCT
cet-1675	1	100	zainal	zainal	ADJ
cet-1675	1	101	zakariab	zakariab	NOUN
cet-1675	1	102	,	,	PUNCT
cet-1675	1	103	khairul	khairul	PROPN
cet-1675	1	104	sozana	sozana	PROPN
cet-1675	1	105	kamarudinb	kamarudinb	PROPN
cet-1675	1	106	aschool	aschool	PROPN
cet-1675	1	107	of	of	ADP
cet-1675	1	108	chemical	chemical	PROPN
cet-1675	1	109	engineering	engineering	NOUN
cet-1675	1	110	,	,	PUNCT
cet-1675	1	111	universiti	universiti	PROPN
cet-1675	1	112	sains	sain	VERB
cet-1675	1	113	malaysia	malaysia	PROPN
cet-1675	1	114	engineering	engineering	PROPN
cet-1675	1	115	campus	campus	NOUN
cet-1675	1	116	,	,	PUNCT
cet-1675	1	117	14300	14300	NUM
cet-1675	1	118	nibong	nibong	ADJ
cet-1675	1	119	tebal	tebal	PROPN
cet-1675	1	120	,	,	PUNCT
cet-1675	1	121	pulau	pulau	PROPN
cet-1675	1	122	pinang	pinang	PROPN
cet-1675	1	123	.	.	PUNCT
cet-1675	2	1	bdepartment	bdepartment	PROPN
cet-1675	2	2	of	of	ADP
cet-1675	2	3	energy	energy	NOUN
cet-1675	2	4	engineering	engineering	NOUN
cet-1675	2	5	,	,	PUNCT
cet-1675	2	6	faculty	faculty	NOUN
cet-1675	2	7	of	of	ADP
cet-1675	2	8	chemical	chemical	NOUN
cet-1675	2	9	and	and	CCONJ
cet-1675	2	10	energy	energy	NOUN
cet-1675	2	11	engineering	engineering	NOUN
cet-1675	2	12	,	,	PUNCT
cet-1675	2	13	universiti	universiti	PROPN
cet-1675	2	14	teknologi	teknologi	PROPN
cet-1675	2	15	malaysia	malaysia	PROPN
cet-1675	2	16	,	,	PUNCT
cet-1675	2	17	81310	81310	NUM
cet-1675	2	18	utm	utm	PROPN
cet-1675	2	19	johor	johor	PROPN
cet-1675	2	20	bahru	bahru	PROPN
cet-1675	2	21	,	,	PUNCT
cet-1675	2	22	johor	johor	PROPN
cet-1675	2	23	.	.	PUNCT
cet-1675	3	1	dinie@petroleum.utm.my	dinie@petroleum.utm.my	NOUN
cet-1675	3	2	in	in	ADP
cet-1675	3	3	oil	oil	NOUN
cet-1675	3	4	palm	palm	NOUN
cet-1675	3	5	industry	industry	NOUN
cet-1675	3	6	,	,	PUNCT
cet-1675	3	7	large	large	ADJ
cet-1675	3	8	quantity	quantity	NOUN
cet-1675	3	9	of	of	ADP
cet-1675	3	10	oil	oil	NOUN
cet-1675	3	11	palm	palm	NOUN
cet-1675	3	12	trunk	trunk	NOUN
cet-1675	3	13	(	(	PUNCT
cet-1675	3	14	opt	opt	PROPN
cet-1675	3	15	)	)	PUNCT
cet-1675	3	16	and	and	CCONJ
cet-1675	3	17	palm	palm	NOUN
cet-1675	3	18	oil	oil	NOUN
cet-1675	3	19	mill	mill	NOUN
cet-1675	3	20	effluent	effluent	NOUN
cet-1675	3	21	(	(	PUNCT
cet-1675	3	22	pome	pome	NOUN
cet-1675	3	23	)	)	PUNCT
cet-1675	3	24	are	be	AUX
cet-1675	3	25	generated	generate	VERB
cet-1675	3	26	.	.	PUNCT
cet-1675	4	1	these	these	DET
cet-1675	4	2	residues	residue	NOUN
cet-1675	4	3	are	be	AUX
cet-1675	4	4	not	not	PART
cet-1675	4	5	fully	fully	ADV
cet-1675	4	6	utilised	utilise	VERB
cet-1675	4	7	.	.	PUNCT
cet-1675	5	1	they	they	PRON
cet-1675	5	2	are	be	AUX
cet-1675	5	3	served	serve	VERB
cet-1675	5	4	as	as	ADP
cet-1675	5	5	wastes	waste	NOUN
cet-1675	5	6	,	,	PUNCT
cet-1675	5	7	which	which	PRON
cet-1675	5	8	lead	lead	VERB
cet-1675	5	9	to	to	ADP
cet-1675	5	10	serious	serious	ADJ
cet-1675	5	11	environmental	environmental	ADJ
cet-1675	5	12	pollution	pollution	NOUN
cet-1675	5	13	.	.	PUNCT
cet-1675	6	1	realising	realise	VERB
cet-1675	6	2	that	that	SCONJ
cet-1675	6	3	opt	opt	NOUN
cet-1675	6	4	sap	sap	PROPN
cet-1675	6	5	contains	contain	VERB
cet-1675	6	6	high	high	ADJ
cet-1675	6	7	glucose	glucose	NOUN
cet-1675	6	8	concentration	concentration	NOUN
cet-1675	6	9	while	while	SCONJ
cet-1675	6	10	pome	pome	PROPN
cet-1675	6	11	contains	contain	VERB
cet-1675	6	12	essential	essential	ADJ
cet-1675	6	13	nutrients	nutrient	NOUN
cet-1675	6	14	required	require	VERB
cet-1675	6	15	by	by	ADP
cet-1675	6	16	microorganisms	microorganism	NOUN
cet-1675	6	17	for	for	ADP
cet-1675	6	18	growth	growth	NOUN
cet-1675	6	19	,	,	PUNCT
cet-1675	6	20	in	in	ADP
cet-1675	6	21	this	this	DET
cet-1675	6	22	study	study	NOUN
cet-1675	6	23	,	,	PUNCT
cet-1675	6	24	bioethanol	bioethanol	NOUN
cet-1675	6	25	was	be	AUX
cet-1675	6	26	produced	produce	VERB
cet-1675	6	27	from	from	ADP
cet-1675	6	28	opt	opt	PROPN
cet-1675	6	29	sap	sap	PROPN
cet-1675	6	30	and	and	CCONJ
cet-1675	6	31	pome	pome	NOUN
cet-1675	6	32	by	by	ADP
cet-1675	6	33	saccharomyces	saccharomyce	NOUN
cet-1675	6	34	cerevisiae	cerevisiae	NOUN
cet-1675	6	35	in	in	ADP
cet-1675	6	36	shake	shake	NOUN
cet-1675	6	37	flasks	flask	NOUN
cet-1675	6	38	culture	culture	NOUN
cet-1675	6	39	.	.	PUNCT
cet-1675	7	1	opt	opt	PROPN
cet-1675	7	2	sap	sap	PROPN
cet-1675	7	3	was	be	AUX
cet-1675	7	4	used	use	VERB
cet-1675	7	5	as	as	ADP
cet-1675	7	6	carbon	carbon	NOUN
cet-1675	7	7	source	source	NOUN
cet-1675	7	8	,	,	PUNCT
cet-1675	7	9	and	and	CCONJ
cet-1675	7	10	pome	pome	PROPN
cet-1675	7	11	was	be	AUX
cet-1675	7	12	utilised	utilise	VERB
cet-1675	7	13	as	as	ADP
cet-1675	7	14	nutrient	nutrient	NOUN
cet-1675	7	15	supplier	supplier	NOUN
cet-1675	7	16	for	for	ADP
cet-1675	7	17	the	the	DET
cet-1675	7	18	fermentation	fermentation	NOUN
cet-1675	7	19	process	process	NOUN
cet-1675	7	20	.	.	PUNCT
cet-1675	8	1	to	to	PART
cet-1675	8	2	obtain	obtain	VERB
cet-1675	8	3	the	the	DET
cet-1675	8	4	optimum	optimum	ADJ
cet-1675	8	5	ratio	ratio	NOUN
cet-1675	8	6	of	of	ADP
cet-1675	8	7	opt	opt	PROPN
cet-1675	8	8	sap	sap	PROPN
cet-1675	8	9	to	to	ADP
cet-1675	8	10	pome	pome	PROPN
cet-1675	8	11	,	,	PUNCT
cet-1675	8	12	inoculum	inoculum	NOUN
cet-1675	8	13	size	size	NOUN
cet-1675	8	14	,	,	PUNCT
cet-1675	8	15	initial	initial	ADJ
cet-1675	8	16	ph	ph	VERB
cet-1675	8	17	,	,	PUNCT
cet-1675	8	18	and	and	CCONJ
cet-1675	8	19	incubation	incubation	NOUN
cet-1675	8	20	time	time	NOUN
cet-1675	8	21	for	for	ADP
cet-1675	8	22	maximum	maximum	ADJ
cet-1675	8	23	bioethanol	bioethanol	NOUN
cet-1675	8	24	yield	yield	NOUN
cet-1675	8	25	,	,	PUNCT
cet-1675	8	26	response	response	NOUN
cet-1675	8	27	surface	surface	NOUN
cet-1675	8	28	methodology	methodology	NOUN
cet-1675	8	29	(	(	PUNCT
cet-1675	8	30	rsm	rsm	PROPN
cet-1675	8	31	)	)	PUNCT
cet-1675	8	32	via	via	ADP
cet-1675	8	33	face	face	NOUN
cet-1675	8	34	centred	centre	VERB
cet-1675	8	35	central	central	ADJ
cet-1675	8	36	composite	composite	ADJ
cet-1675	8	37	design	design	NOUN
cet-1675	8	38	(	(	PUNCT
cet-1675	8	39	fcccd	fcccd	NOUN
cet-1675	8	40	)	)	PUNCT
cet-1675	8	41	was	be	AUX
cet-1675	8	42	employed	employ	VERB
cet-1675	8	43	.	.	PUNCT
cet-1675	9	1	the	the	DET
cet-1675	9	2	experimental	experimental	ADJ
cet-1675	9	3	data	datum	NOUN
cet-1675	9	4	for	for	ADP
cet-1675	9	5	glucose	glucose	NOUN
cet-1675	9	6	consumption	consumption	NOUN
cet-1675	9	7	,	,	PUNCT
cet-1675	9	8	bioethanol	bioethanol	NOUN
cet-1675	9	9	yield	yield	NOUN
cet-1675	9	10	,	,	PUNCT
cet-1675	9	11	and	and	CCONJ
cet-1675	9	12	biomass	biomass	NOUN
cet-1675	9	13	growth	growth	NOUN
cet-1675	9	14	were	be	AUX
cet-1675	9	15	fitted	fit	VERB
cet-1675	9	16	to	to	ADP
cet-1675	9	17	polynomial	polynomial	ADJ
cet-1675	9	18	equations	equation	NOUN
cet-1675	9	19	and	and	CCONJ
cet-1675	9	20	analysed	analyse	VERB
cet-1675	9	21	.	.	PUNCT
cet-1675	10	1	the	the	DET
cet-1675	10	2	quadratic	quadratic	ADJ
cet-1675	10	3	models	model	NOUN
cet-1675	10	4	were	be	AUX
cet-1675	10	5	employed	employ	VERB
cet-1675	10	6	to	to	PART
cet-1675	10	7	fit	fit	VERB
cet-1675	10	8	the	the	DET
cet-1675	10	9	data	datum	NOUN
cet-1675	10	10	.	.	PUNCT
cet-1675	11	1	the	the	DET
cet-1675	11	2	optimum	optimum	ADJ
cet-1675	11	3	bioethanol	bioethanol	NOUN
cet-1675	11	4	fermentation	fermentation	NOUN
cet-1675	11	5	conditions	condition	NOUN
cet-1675	11	6	were	be	AUX
cet-1675	11	7	as	as	SCONJ
cet-1675	11	8	follows	follow	VERB
cet-1675	11	9	:	:	PUNCT
cet-1675	11	10	opt	opt	VERB
cet-1675	11	11	sap	sap	PROPN
cet-1675	11	12	to	to	ADP
cet-1675	11	13	pome	pome	NOUN
cet-1675	11	14	ratio	ratio	NOUN
cet-1675	11	15	of	of	ADP
cet-1675	11	16	63	63	NUM
cet-1675	11	17	:	:	SYM
cet-1675	11	18	37	37	NUM
cet-1675	11	19	,	,	PUNCT
cet-1675	11	20	inoculum	inoculum	NOUN
cet-1675	11	21	size	size	NOUN
cet-1675	11	22	of	of	ADP
cet-1675	11	23	4.3	4.3	NUM
cet-1675	11	24	vol%	vol%	NOUN
cet-1675	11	25	,	,	PUNCT
cet-1675	11	26	initial	initial	ADJ
cet-1675	11	27	ph	ph	NOUN
cet-1675	11	28	of	of	ADP
cet-1675	11	29	8.0	8.0	NUM
cet-1675	11	30	,	,	PUNCT
cet-1675	11	31	and	and	CCONJ
cet-1675	11	32	incubation	incubation	NOUN
cet-1675	11	33	time	time	NOUN
cet-1675	11	34	of	of	ADP
cet-1675	11	35	118	118	NUM
cet-1675	11	36	h.	h.	NOUN
cet-1675	11	37	under	under	ADP
cet-1675	11	38	these	these	DET
cet-1675	11	39	conditions	condition	NOUN
cet-1675	11	40	,	,	PUNCT
cet-1675	11	41	the	the	DET
cet-1675	11	42	expected	expect	VERB
cet-1675	11	43	bioethanol	bioethanol	NOUN
cet-1675	11	44	yield	yield	NOUN
cet-1675	11	45	is	be	AUX
cet-1675	11	46	0.453	0.453	NUM
cet-1675	11	47	g	g	NOUN
cet-1675	11	48	/	/	SYM
cet-1675	11	49	g.	g.	NOUN
cet-1675	11	50	to	to	PART
cet-1675	11	51	evaluate	evaluate	VERB
cet-1675	11	52	the	the	DET
cet-1675	11	53	accuracy	accuracy	NOUN
cet-1675	11	54	and	and	CCONJ
cet-1675	11	55	validate	validate	VERB
cet-1675	11	56	the	the	DET
cet-1675	11	57	results	result	NOUN
cet-1675	11	58	,	,	PUNCT
cet-1675	11	59	five	five	NUM
cet-1675	11	60	additional	additional	ADJ
cet-1675	11	61	runs	run	NOUN
cet-1675	11	62	were	be	AUX
cet-1675	11	63	carried	carry	VERB
cet-1675	11	64	out	out	ADP
cet-1675	11	65	at	at	ADP
cet-1675	11	66	the	the	DET
cet-1675	11	67	optimum	optimum	ADJ
cet-1675	11	68	point	point	NOUN
cet-1675	11	69	.	.	PUNCT
cet-1675	12	1	it	it	PRON
cet-1675	12	2	was	be	AUX
cet-1675	12	3	found	find	VERB
cet-1675	12	4	that	that	SCONJ
cet-1675	12	5	the	the	DET
cet-1675	12	6	range	range	NOUN
cet-1675	12	7	of	of	ADP
cet-1675	12	8	bioethanol	bioethanol	NOUN
cet-1675	12	9	yield	yield	NOUN
cet-1675	12	10	within	within	ADP
cet-1675	12	11	95	95	NUM
cet-1675	12	12	%	%	NOUN
cet-1675	12	13	confidence	confidence	NOUN
cet-1675	12	14	level	level	NOUN
cet-1675	12	15	was	be	AUX
cet-1675	12	16	0.448	0.448	NUM
cet-1675	12	17	0.457	0.457	NUM
cet-1675	12	18	.	.	PUNCT
cet-1675	13	1	it	it	PRON
cet-1675	13	2	can	can	AUX
cet-1675	13	3	be	be	AUX
cet-1675	13	4	concluded	conclude	VERB
cet-1675	13	5	that	that	SCONJ
cet-1675	13	6	there	there	PRON
cet-1675	13	7	is	be	VERB
cet-1675	13	8	no	no	DET
cet-1675	13	9	difference	difference	NOUN
cet-1675	13	10	between	between	ADP
cet-1675	13	11	the	the	DET
cet-1675	13	12	experimental	experimental	ADJ
cet-1675	13	13	values	value	NOUN
cet-1675	13	14	and	and	CCONJ
cet-1675	13	15	the	the	DET
cet-1675	13	16	predicted	predict	VERB
cet-1675	13	17	data	datum	NOUN
cet-1675	13	18	within	within	ADP
cet-1675	13	19	95	95	NUM
cet-1675	13	20	%	%	NOUN
cet-1675	13	21	confidence	confidence	NOUN
cet-1675	13	22	level	level	NOUN
cet-1675	13	23	since	since	SCONJ
cet-1675	13	24	the	the	DET
cet-1675	13	25	predicted	predict	VERB
cet-1675	13	26	data	datum	NOUN
cet-1675	13	27	were	be	AUX
cet-1675	13	28	within	within	ADP
cet-1675	13	29	the	the	DET
cet-1675	13	30	range	range	NOUN
cet-1675	13	31	.	.	PUNCT
cet-1675	14	1	1	1	X
cet-1675	14	2	.	.	X
cet-1675	14	3	introduction	introduction	NOUN
cet-1675	14	4	in	in	ADP
cet-1675	14	5	recent	recent	ADJ
cet-1675	14	6	years	year	NOUN
cet-1675	14	7	,	,	PUNCT
cet-1675	14	8	biofuels	biofuel	NOUN
cet-1675	14	9	including	include	VERB
cet-1675	14	10	bioethanol	bioethanol	NOUN
cet-1675	14	11	have	have	AUX
cet-1675	14	12	gained	gain	VERB
cet-1675	14	13	increasing	increase	VERB
cet-1675	14	14	interest	interest	NOUN
cet-1675	14	15	.	.	PUNCT
cet-1675	15	1	bioethanol	bioethanol	NOUN
cet-1675	15	2	is	be	AUX
cet-1675	15	3	produced	produce	VERB
cet-1675	15	4	through	through	ADP
cet-1675	15	5	fermentation	fermentation	NOUN
cet-1675	15	6	process	process	NOUN
cet-1675	15	7	of	of	ADP
cet-1675	15	8	simple	simple	ADJ
cet-1675	15	9	sugar	sugar	NOUN
cet-1675	15	10	by	by	ADP
cet-1675	15	11	microorganisms	microorganism	NOUN
cet-1675	15	12	(	(	PUNCT
cet-1675	15	13	usually	usually	ADV
cet-1675	15	14	yeast	yeast	NOUN
cet-1675	15	15	or	or	CCONJ
cet-1675	15	16	bacteria	bacteria	NOUN
cet-1675	15	17	)	)	PUNCT
cet-1675	15	18	(	(	PUNCT
cet-1675	15	19	oyeleke	oyeleke	PROPN
cet-1675	15	20	et	et	PROPN
cet-1675	15	21	al	al	PROPN
cet-1675	15	22	.	.	PROPN
cet-1675	15	23	,	,	PUNCT
cet-1675	15	24	2012	2012	NUM
cet-1675	15	25	)	)	PUNCT
cet-1675	15	26	.	.	PUNCT
cet-1675	16	1	oil	oil	NOUN
cet-1675	16	2	palm	palm	NOUN
cet-1675	16	3	(	(	PUNCT
cet-1675	16	4	elaeis	elaeis	NOUN
cet-1675	16	5	guineensis	guineensis	NOUN
cet-1675	16	6	)	)	PUNCT
cet-1675	16	7	is	be	AUX
cet-1675	16	8	planted	plant	VERB
cet-1675	16	9	in	in	ADP
cet-1675	16	10	42	42	NUM
cet-1675	16	11	countries	country	NOUN
cet-1675	16	12	worldwide	worldwide	ADV
cet-1675	16	13	with	with	ADP
cet-1675	16	14	total	total	ADJ
cet-1675	16	15	planted	plant	VERB
cet-1675	16	16	areas	area	NOUN
cet-1675	16	17	of	of	ADP
cet-1675	16	18	1.09	1.09	NUM
cet-1675	16	19	x	x	SYM
cet-1675	16	20	105	105	NUM
cet-1675	16	21	km2	km2	NOUN
cet-1675	16	22	(	(	PUNCT
cet-1675	16	23	khalil	khalil	PROPN
cet-1675	16	24	et	et	PROPN
cet-1675	16	25	al	al	PROPN
cet-1675	16	26	.	.	PROPN
cet-1675	16	27	,	,	PUNCT
cet-1675	16	28	2010	2010	NUM
cet-1675	16	29	)	)	PUNCT
cet-1675	16	30	.	.	PUNCT
cet-1675	17	1	oil	oil	NOUN
cet-1675	17	2	palms	palm	NOUN
cet-1675	17	3	are	be	AUX
cet-1675	17	4	replanted	replant	VERB
cet-1675	17	5	every	every	DET
cet-1675	17	6	25	25	NUM
cet-1675	17	7	to	to	PART
cet-1675	17	8	30	30	NUM
cet-1675	17	9	y.	y.	NOUN
cet-1675	17	10	the	the	DET
cet-1675	17	11	annual	annual	ADJ
cet-1675	17	12	availability	availability	NOUN
cet-1675	17	13	of	of	ADP
cet-1675	17	14	oil	oil	NOUN
cet-1675	17	15	palm	palm	NOUN
cet-1675	17	16	trunk	trunk	NOUN
cet-1675	17	17	(	(	PUNCT
cet-1675	17	18	opt	opt	PROPN
cet-1675	17	19	)	)	PUNCT
cet-1675	17	20	is	be	AUX
cet-1675	17	21	expected	expect	VERB
cet-1675	17	22	to	to	PART
cet-1675	17	23	be	be	AUX
cet-1675	17	24	around	around	ADV
cet-1675	17	25	13.6	13.6	NUM
cet-1675	17	26	million	million	NUM
cet-1675	17	27	logs	log	NOUN
cet-1675	17	28	per	per	ADP
cet-1675	17	29	100,000	100,000	NUM
cet-1675	17	30	hectares	hectare	NOUN
cet-1675	17	31	replanted	replant	VERB
cet-1675	17	32	(	(	PUNCT
cet-1675	17	33	azhar	azhar	PROPN
cet-1675	17	34	et	et	PROPN
cet-1675	17	35	al	al	PROPN
cet-1675	17	36	.	.	PROPN
cet-1675	17	37	2011	2011	NUM
cet-1675	17	38	)	)	PUNCT
cet-1675	17	39	.	.	PUNCT
cet-1675	18	1	most	most	ADJ
cet-1675	18	2	of	of	ADP
cet-1675	18	3	opt	opt	NOUN
cet-1675	18	4	were	be	AUX
cet-1675	18	5	left	leave	VERB
cet-1675	18	6	abandoned	abandon	VERB
cet-1675	18	7	or	or	CCONJ
cet-1675	18	8	used	use	VERB
cet-1675	18	9	as	as	ADP
cet-1675	18	10	the	the	DET
cet-1675	18	11	mulch	mulch	NOUN
cet-1675	18	12	(	(	PUNCT
cet-1675	18	13	ahmad	ahmad	PROPN
cet-1675	18	14	et	et	PROPN
cet-1675	18	15	al	al	PROPN
cet-1675	18	16	.	.	PROPN
cet-1675	18	17	,	,	PUNCT
cet-1675	18	18	2007	2007	NUM
cet-1675	18	19	)	)	PUNCT
cet-1675	18	20	.	.	PUNCT
cet-1675	19	1	during	during	ADP
cet-1675	19	2	the	the	DET
cet-1675	19	3	process	process	NOUN
cet-1675	19	4	of	of	ADP
cet-1675	19	5	palm	palm	NOUN
cet-1675	19	6	oil	oil	NOUN
cet-1675	19	7	production	production	NOUN
cet-1675	19	8	,	,	PUNCT
cet-1675	19	9	palm	palm	NOUN
cet-1675	19	10	oil	oil	NOUN
cet-1675	19	11	mill	mill	NOUN
cet-1675	19	12	effluent	effluent	NOUN
cet-1675	19	13	(	(	PUNCT
cet-1675	19	14	pome	pome	NOUN
cet-1675	19	15	)	)	PUNCT
cet-1675	19	16	is	be	AUX
cet-1675	19	17	generated	generate	VERB
cet-1675	19	18	in	in	ADP
cet-1675	19	19	the	the	DET
cet-1675	19	20	mill	mill	NOUN
cet-1675	19	21	at	at	ADP
cet-1675	19	22	the	the	DET
cet-1675	19	23	final	final	ADJ
cet-1675	19	24	stage	stage	NOUN
cet-1675	19	25	.	.	PUNCT
cet-1675	20	1	67	67	NUM
cet-1675	20	2	wt%	wt%	ADJ
cet-1675	20	3	of	of	ADP
cet-1675	20	4	pome	pome	PROPN
cet-1675	20	5	is	be	AUX
cet-1675	20	6	produced	produce	VERB
cet-1675	20	7	for	for	ADP
cet-1675	20	8	every	every	DET
cet-1675	20	9	fresh	fresh	ADJ
cet-1675	20	10	fruit	fruit	NOUN
cet-1675	20	11	bunch	bunch	NOUN
cet-1675	20	12	(	(	PUNCT
cet-1675	20	13	ffb	ffb	NOUN
cet-1675	20	14	)	)	PUNCT
cet-1675	20	15	processed	process	VERB
cet-1675	20	16	(	(	PUNCT
cet-1675	20	17	sulaiman	sulaiman	PROPN
cet-1675	20	18	et	et	PROPN
cet-1675	20	19	al	al	PROPN
cet-1675	20	20	.	.	PROPN
cet-1675	20	21	,	,	PUNCT
cet-1675	20	22	2011	2011	NUM
cet-1675	20	23	)	)	PUNCT
cet-1675	20	24	.	.	PUNCT
cet-1675	21	1	pome	pome	PROPN
cet-1675	21	2	has	have	VERB
cet-1675	21	3	very	very	ADV
cet-1675	21	4	high	high	ADJ
cet-1675	21	5	bod	bod	NOUN
cet-1675	21	6	and	and	CCONJ
cet-1675	21	7	cod	cod	VERB
cet-1675	21	8	and	and	CCONJ
cet-1675	21	9	needs	need	VERB
cet-1675	21	10	to	to	PART
cet-1675	21	11	be	be	AUX
cet-1675	21	12	treated	treat	VERB
cet-1675	21	13	before	before	ADP
cet-1675	21	14	being	be	AUX
cet-1675	21	15	released	release	VERB
cet-1675	21	16	into	into	ADP
cet-1675	21	17	the	the	DET
cet-1675	21	18	water	water	NOUN
cet-1675	21	19	streams	stream	NOUN
cet-1675	21	20	.	.	PUNCT
cet-1675	22	1	these	these	DET
cet-1675	22	2	situations	situation	NOUN
cet-1675	22	3	may	may	AUX
cet-1675	22	4	lead	lead	VERB
cet-1675	22	5	to	to	ADP
cet-1675	22	6	serious	serious	ADJ
cet-1675	22	7	environmental	environmental	ADJ
cet-1675	22	8	problem	problem	NOUN
cet-1675	22	9	.	.	PUNCT
cet-1675	23	1	it	it	PRON
cet-1675	23	2	has	have	AUX
cet-1675	23	3	been	be	AUX
cet-1675	23	4	reported	report	VERB
cet-1675	23	5	that	that	SCONJ
cet-1675	23	6	opt	opt	PROPN
cet-1675	23	7	sap	sap	PROPN
cet-1675	23	8	contains	contain	VERB
cet-1675	23	9	relatively	relatively	ADV
cet-1675	23	10	high	high	ADJ
cet-1675	23	11	glucose	glucose	NOUN
cet-1675	23	12	content	content	NOUN
cet-1675	23	13	,	,	PUNCT
cet-1675	23	14	while	while	SCONJ
cet-1675	23	15	pome	pome	NOUN
cet-1675	23	16	contains	contain	VERB
cet-1675	23	17	almost	almost	ADV
cet-1675	23	18	all	all	PRON
cet-1675	23	19	essential	essential	ADJ
cet-1675	23	20	nutrients	nutrient	NOUN
cet-1675	23	21	required	require	VERB
cet-1675	23	22	by	by	ADP
cet-1675	23	23	microorganisms	microorganism	NOUN
cet-1675	23	24	to	to	PART
cet-1675	23	25	grow	grow	VERB
cet-1675	23	26	(	(	PUNCT
cet-1675	23	27	samsudin	samsudin	VERB
cet-1675	23	28	and	and	CCONJ
cet-1675	23	29	mat	mat	NOUN
cet-1675	23	30	don	don	PROPN
cet-1675	23	31	,	,	PUNCT
cet-1675	23	32	2015	2015	NUM
cet-1675	23	33	)	)	PUNCT
cet-1675	23	34	.	.	PUNCT
cet-1675	24	1	in	in	ADP
cet-1675	24	2	this	this	DET
cet-1675	24	3	study	study	NOUN
cet-1675	24	4	,	,	PUNCT
cet-1675	24	5	bioethanol	bioethanol	NOUN
cet-1675	24	6	was	be	AUX
cet-1675	24	7	produced	produce	VERB
cet-1675	24	8	by	by	ADP
cet-1675	24	9	saccharomyces	saccharomyce	NOUN
cet-1675	24	10	cerevisiae	cerevisiae	NOUN
cet-1675	24	11	from	from	ADP
cet-1675	24	12	opt	opt	PROPN
cet-1675	24	13	sap	sap	PROPN
cet-1675	24	14	with	with	ADP
cet-1675	24	15	nutrient	nutrient	NOUN
cet-1675	24	16	supplemented	supplement	VERB
cet-1675	24	17	by	by	ADP
cet-1675	24	18	pome	pome	PROPN
cet-1675	24	19	.	.	PUNCT
cet-1675	25	1	to	to	PART
cet-1675	25	2	obtain	obtain	VERB
cet-1675	25	3	the	the	DET
cet-1675	25	4	optimum	optimum	ADJ
cet-1675	25	5	process	process	NOUN
cet-1675	25	6	condition	condition	NOUN
cet-1675	25	7	for	for	ADP
cet-1675	25	8	bioethanol	bioethanol	NOUN
cet-1675	25	9	production	production	NOUN
cet-1675	25	10	,	,	PUNCT
cet-1675	25	11	response	response	NOUN
cet-1675	25	12	surface	surface	NOUN
cet-1675	25	13	methodology	methodology	NOUN
cet-1675	25	14	(	(	PUNCT
cet-1675	25	15	rsm	rsm	PROPN
cet-1675	25	16	)	)	PUNCT
cet-1675	25	17	was	be	AUX
cet-1675	25	18	performed	perform	VERB
cet-1675	25	19	.	.	PUNCT
cet-1675	26	1	rsm	rsm	PROPN
cet-1675	26	2	is	be	AUX
cet-1675	26	3	an	an	DET
cet-1675	26	4	established	establish	VERB
cet-1675	26	5	technique	technique	NOUN
cet-1675	26	6	to	to	PART
cet-1675	26	7	measure	measure	VERB
cet-1675	26	8	the	the	DET
cet-1675	26	9	association	association	NOUN
cet-1675	26	10	between	between	ADP
cet-1675	26	11	the	the	DET
cet-1675	26	12	input	input	NOUN
cet-1675	26	13	parameters	parameter	NOUN
cet-1675	26	14	and	and	CCONJ
cet-1675	26	15	the	the	DET
cet-1675	26	16	response	response	NOUN
cet-1675	26	17	(	(	PUNCT
cet-1675	26	18	delavari	delavari	PROPN
cet-1675	26	19	and	and	CCONJ
cet-1675	26	20	amin	amin	NOUN
cet-1675	26	21	,	,	PUNCT
cet-1675	26	22	2014	2014	NUM
cet-1675	26	23	)	)	PUNCT
cet-1675	26	24	.	.	PUNCT
cet-1675	27	1	the	the	DET
cet-1675	27	2	purpose	purpose	NOUN
cet-1675	27	3	of	of	ADP
cet-1675	27	4	the	the	DET
cet-1675	27	5	present	present	ADJ
cet-1675	27	6	study	study	NOUN
cet-1675	27	7	was	be	AUX
cet-1675	27	8	to	to	PART
cet-1675	27	9	optimise	optimise	VERB
cet-1675	27	10	the	the	DET
cet-1675	27	11	process	process	NOUN
cet-1675	27	12	for	for	ADP
cet-1675	27	13	bioethanol	bioethanol	NOUN
cet-1675	27	14	production	production	NOUN
cet-1675	27	15	from	from	ADP
cet-1675	27	16	oil	oil	NOUN
cet-1675	27	17	palm	palm	NOUN
cet-1675	27	18	residues	residue	NOUN
cet-1675	27	19	by	by	ADP
cet-1675	27	20	s.	s.	PROPN
cet-1675	27	21	cerevisiae	cerevisiae	PROPN
cet-1675	27	22	using	use	VERB
cet-1675	27	23	rsm	rsm	NOUN
cet-1675	27	24	,	,	PUNCT
cet-1675	27	25	by	by	ADP
cet-1675	27	26	employing	employ	VERB
cet-1675	27	27	face	face	NOUN
cet-1675	27	28	doi	doi	NOUN
cet-1675	27	29	:	:	PUNCT
cet-1675	27	30	10.3303	10.3303	NUM
cet-1675	27	31	/	/	SYM
cet-1675	27	32	cet1756264	cet1756264	NOUN
cet-1675	27	33	please	please	INTJ
cet-1675	27	34	cite	cite	VERB
cet-1675	27	35	this	this	DET
cet-1675	27	36	article	article	NOUN
cet-1675	27	37	as	as	ADP
cet-1675	27	38	:	:	PUNCT
cet-1675	27	39	samsudin	samsudin	VERB
cet-1675	27	40	m.d.m	m.d.m	PROPN
cet-1675	27	41	.	.	PROPN
cet-1675	27	42	,	,	PUNCT
cet-1675	28	1	don	don	PROPN
cet-1675	28	2	m.m	m.m	PROPN
cet-1675	28	3	.	.	PROPN
cet-1675	28	4	,	,	PUNCT
cet-1675	28	5	ibrahim	ibrahim	PROPN
cet-1675	28	6	n.	n.	PROPN
cet-1675	28	7	,	,	PUNCT
cet-1675	28	8	kasmani	kasmani	PROPN
cet-1675	28	9	r.m	r.m	PROPN
cet-1675	28	10	.	.	PROPN
cet-1675	28	11	,	,	PUNCT
cet-1675	28	12	zakaria	zakaria	PROPN
cet-1675	28	13	z.	z.	PROPN
cet-1675	28	14	,	,	PUNCT
cet-1675	28	15	kamarudin	kamarudin	PROPN
cet-1675	28	16	k.s	k.s	PROPN
cet-1675	28	17	.	.	PROPN
cet-1675	28	18	,	,	PUNCT
cet-1675	28	19	2017	2017	NUM
cet-1675	28	20	,	,	PUNCT
cet-1675	28	21	batch	batch	VERB
cet-1675	28	22	fermentation	fermentation	NOUN
cet-1675	28	23	of	of	ADP
cet-1675	28	24	bioethanol	bioethanol	NOUN
cet-1675	28	25	from	from	ADP
cet-1675	28	26	the	the	DET
cet-1675	28	27	residues	residue	NOUN
cet-1675	28	28	of	of	ADP
cet-1675	28	29	elaeis	elaeis	NOUN
cet-1675	28	30	guineensis	guineensis	NOUN
cet-1675	28	31	:	:	PUNCT
cet-1675	28	32	optimization	optimization	NOUN
cet-1675	28	33	using	use	VERB
cet-1675	28	34	response	response	NOUN
cet-1675	28	35	surface	surface	NOUN
cet-1675	28	36	methodology	methodology	NOUN
cet-1675	28	37	,	,	PUNCT
cet-1675	28	38	chemical	chemical	ADJ
cet-1675	28	39	engineering	engineering	NOUN
cet-1675	28	40	transactions	transaction	NOUN
cet-1675	28	41	,	,	PUNCT
cet-1675	28	42	56	56	NUM
cet-1675	28	43	,	,	PUNCT
cet-1675	28	44	1579	1579	NUM
cet-1675	28	45	-	-	SYM
cet-1675	28	46	1584	1584	NUM
cet-1675	28	47	doi:10.3303	doi:10.3303	NOUN
cet-1675	28	48	/	/	SYM
cet-1675	28	49	cet1756264	cet1756264	NOUN
cet-1675	28	50	1579	1579	NUM
cet-1675	28	51	centred	centre	VERB
cet-1675	28	52	central	central	ADJ
cet-1675	28	53	composite	composite	ADJ
cet-1675	28	54	design	design	NOUN
cet-1675	28	55	(	(	PUNCT
cet-1675	28	56	fcccd	fcccd	NOUN
cet-1675	28	57	)	)	PUNCT
cet-1675	28	58	(	(	PUNCT
cet-1675	28	59	4	4	NUM
cet-1675	28	60	factors	factor	NOUN
cet-1675	28	61	and	and	CCONJ
cet-1675	28	62	3	3	NUM
cet-1675	28	63	levels	level	NOUN
cet-1675	28	64	)	)	PUNCT
cet-1675	28	65	to	to	PART
cet-1675	28	66	study	study	VERB
cet-1675	28	67	the	the	DET
cet-1675	28	68	effect	effect	NOUN
cet-1675	28	69	of	of	ADP
cet-1675	28	70	opt	opt	NOUN
cet-1675	28	71	to	to	ADP
cet-1675	28	72	pome	pome	NOUN
cet-1675	28	73	ratio	ratio	NOUN
cet-1675	28	74	,	,	PUNCT
cet-1675	28	75	inoculum	inoculum	NOUN
cet-1675	28	76	size	size	NOUN
cet-1675	28	77	,	,	PUNCT
cet-1675	28	78	initial	initial	ADJ
cet-1675	28	79	ph	ph	VERB
cet-1675	28	80	,	,	PUNCT
cet-1675	28	81	and	and	CCONJ
cet-1675	28	82	incubation	incubation	NOUN
cet-1675	28	83	time	time	NOUN
cet-1675	28	84	on	on	ADP
cet-1675	28	85	the	the	DET
cet-1675	28	86	bioethanol	bioethanol	NOUN
cet-1675	28	87	yield	yield	NOUN
cet-1675	28	88	.	.	PUNCT
cet-1675	29	1	2	2	X
cet-1675	29	2	.	.	X
cet-1675	29	3	materials	material	NOUN
cet-1675	29	4	and	and	CCONJ
cet-1675	29	5	method	method	VERB
cet-1675	29	6	2.1	2.1	NUM
cet-1675	29	7	preparation	preparation	NOUN
cet-1675	29	8	of	of	ADP
cet-1675	29	9	opt	opt	PROPN
cet-1675	29	10	sap	sap	PROPN
cet-1675	29	11	,	,	PUNCT
cet-1675	29	12	pome	pome	PROPN
cet-1675	29	13	and	and	CCONJ
cet-1675	29	14	inoculum	inoculum	NOUN
cet-1675	29	15	opts	opt	VERB
cet-1675	29	16	were	be	AUX
cet-1675	29	17	obtained	obtain	VERB
cet-1675	29	18	from	from	ADP
cet-1675	29	19	felda	felda	PROPN
cet-1675	29	20	trolak	trolak	PROPN
cet-1675	29	21	selatan	selatan	PROPN
cet-1675	29	22	development	development	PROPN
cet-1675	29	23	land	land	PROPN
cet-1675	29	24	,	,	PUNCT
cet-1675	29	25	sungkai	sungkai	PROPN
cet-1675	29	26	,	,	PUNCT
cet-1675	29	27	perak	perak	PROPN
cet-1675	29	28	,	,	PUNCT
cet-1675	29	29	malaysia	malaysia	PROPN
cet-1675	29	30	.	.	PUNCT
cet-1675	30	1	the	the	DET
cet-1675	30	2	trunks	trunk	NOUN
cet-1675	30	3	were	be	AUX
cet-1675	30	4	chipped	chip	VERB
cet-1675	30	5	by	by	ADP
cet-1675	30	6	a	a	DET
cet-1675	30	7	wood	wood	NOUN
cet-1675	30	8	chipper	chipper	NOUN
cet-1675	30	9	and	and	CCONJ
cet-1675	30	10	squeezed	squeeze	VERB
cet-1675	30	11	by	by	ADP
cet-1675	30	12	a	a	DET
cet-1675	30	13	hydraulic	hydraulic	ADJ
cet-1675	30	14	squeezer	squeezer	NOUN
cet-1675	30	15	at	at	ADP
cet-1675	30	16	the	the	DET
cet-1675	30	17	forest	forest	PROPN
cet-1675	30	18	research	research	PROPN
cet-1675	30	19	institute	institute	PROPN
cet-1675	30	20	of	of	ADP
cet-1675	30	21	malaysia	malaysia	PROPN
cet-1675	30	22	(	(	PUNCT
cet-1675	30	23	frim	frim	PROPN
cet-1675	30	24	)	)	PUNCT
cet-1675	30	25	,	,	PUNCT
cet-1675	30	26	kepong	kepong	PROPN
cet-1675	30	27	,	,	PUNCT
cet-1675	30	28	selangor	selangor	PROPN
cet-1675	30	29	.	.	PUNCT
cet-1675	31	1	opt	opt	PROPN
cet-1675	31	2	sap	sap	PROPN
cet-1675	31	3	obtained	obtain	VERB
cet-1675	31	4	was	be	AUX
cet-1675	31	5	then	then	ADV
cet-1675	31	6	sieved	sieve	VERB
cet-1675	31	7	to	to	PART
cet-1675	31	8	remove	remove	VERB
cet-1675	31	9	the	the	DET
cet-1675	31	10	fibres	fibre	NOUN
cet-1675	31	11	.	.	PUNCT
cet-1675	32	1	pome	pome	PROPN
cet-1675	32	2	was	be	AUX
cet-1675	32	3	used	use	VERB
cet-1675	32	4	as	as	ADP
cet-1675	32	5	nutrient	nutrient	ADJ
cet-1675	32	6	supplements	supplement	NOUN
cet-1675	32	7	for	for	ADP
cet-1675	32	8	the	the	DET
cet-1675	32	9	growth	growth	NOUN
cet-1675	32	10	of	of	ADP
cet-1675	32	11	yeast	yeast	NOUN
cet-1675	32	12	.	.	PUNCT
cet-1675	33	1	it	it	PRON
cet-1675	33	2	was	be	AUX
cet-1675	33	3	collected	collect	VERB
cet-1675	33	4	from	from	ADP
cet-1675	33	5	serting	serte	VERB
cet-1675	33	6	hilir	hilir	NOUN
cet-1675	33	7	palm	palm	NOUN
cet-1675	33	8	oil	oil	NOUN
cet-1675	33	9	mill	mill	NOUN
cet-1675	33	10	,	,	PUNCT
cet-1675	33	11	felda	felda	PROPN
cet-1675	33	12	palm	palm	PROPN
cet-1675	33	13	industries	industry	NOUN
cet-1675	33	14	sdn	sdn	PROPN
cet-1675	33	15	.	.	PUNCT
cet-1675	34	1	bhd	bhd	PROPN
cet-1675	34	2	,	,	PUNCT
cet-1675	34	3	negeri	negeri	PROPN
cet-1675	34	4	sembilan	sembilan	PROPN
cet-1675	34	5	directly	directly	ADV
cet-1675	34	6	after	after	ADP
cet-1675	34	7	being	be	AUX
cet-1675	34	8	discharged	discharge	VERB
cet-1675	34	9	.	.	PUNCT
cet-1675	35	1	due	due	ADP
cet-1675	35	2	to	to	ADP
cet-1675	35	3	the	the	DET
cet-1675	35	4	fast	fast	ADJ
cet-1675	35	5	degradation	degradation	NOUN
cet-1675	35	6	,	,	PUNCT
cet-1675	35	7	opt	opt	PROPN
cet-1675	35	8	sap	sap	PROPN
cet-1675	35	9	and	and	CCONJ
cet-1675	35	10	pome	pome	PROPN
cet-1675	35	11	were	be	AUX
cet-1675	35	12	stored	store	VERB
cet-1675	35	13	in	in	ADP
cet-1675	35	14	a	a	DET
cet-1675	35	15	freezer	freezer	NOUN
cet-1675	35	16	at	at	ADP
cet-1675	35	17	−20	−20	PROPN
cet-1675	35	18	°	°	ADP
cet-1675	35	19	c	c	NOUN
cet-1675	35	20	,	,	PUNCT
cet-1675	35	21	and	and	CCONJ
cet-1675	35	22	defrosted	defrost	VERB
cet-1675	35	23	to	to	ADP
cet-1675	35	24	room	room	NOUN
cet-1675	35	25	temperature	temperature	NOUN
cet-1675	35	26	when	when	SCONJ
cet-1675	35	27	needed	need	VERB
cet-1675	35	28	.	.	PUNCT
cet-1675	36	1	the	the	DET
cet-1675	36	2	yeast	yeast	NOUN
cet-1675	36	3	(	(	PUNCT
cet-1675	36	4	s.	s.	PROPN
cet-1675	36	5	cerevisiae	cerevisiae	PROPN
cet-1675	36	6	type	type	PROPN
cet-1675	36	7	ii	ii	PROPN
cet-1675	36	8	)	)	PUNCT
cet-1675	36	9	used	use	VERB
cet-1675	36	10	was	be	AUX
cet-1675	36	11	purchased	purchase	VERB
cet-1675	36	12	from	from	ADP
cet-1675	36	13	sigma	sigma	PROPN
cet-1675	36	14	–	–	PUNCT
cet-1675	36	15	aldrich	aldrich	NOUN
cet-1675	36	16	.	.	PUNCT
cet-1675	37	1	inoculum	inoculum	NOUN
cet-1675	37	2	was	be	AUX
cet-1675	37	3	prepared	prepare	VERB
cet-1675	37	4	by	by	ADP
cet-1675	37	5	mixing	mix	VERB
cet-1675	37	6	10	10	NUM
cet-1675	37	7	g	g	NOUN
cet-1675	37	8	of	of	ADP
cet-1675	37	9	yeast	yeast	NOUN
cet-1675	37	10	with	with	ADP
cet-1675	37	11	100	100	NUM
cet-1675	37	12	ml	ml	NOUN
cet-1675	37	13	of	of	ADP
cet-1675	37	14	sterile	sterile	ADJ
cet-1675	37	15	deionised	deionise	VERB
cet-1675	37	16	water	water	NOUN
cet-1675	37	17	.	.	PUNCT
cet-1675	38	1	the	the	DET
cet-1675	38	2	mixture	mixture	NOUN
cet-1675	38	3	was	be	AUX
cet-1675	38	4	then	then	ADV
cet-1675	38	5	vortexed	vortexe	VERB
cet-1675	38	6	for	for	ADP
cet-1675	38	7	2	2	NUM
cet-1675	38	8	min	min	NOUN
cet-1675	38	9	so	so	SCONJ
cet-1675	38	10	that	that	SCONJ
cet-1675	38	11	the	the	DET
cet-1675	38	12	mixture	mixture	NOUN
cet-1675	38	13	was	be	AUX
cet-1675	38	14	well	well	ADV
cet-1675	38	15	mixed	mixed	ADJ
cet-1675	38	16	,	,	PUNCT
cet-1675	38	17	and	and	CCONJ
cet-1675	38	18	homogeneously	homogeneously	ADV
cet-1675	38	19	distributed	distribute	VERB
cet-1675	38	20	.	.	PUNCT
cet-1675	39	1	the	the	DET
cet-1675	39	2	cell	cell	NOUN
cet-1675	39	3	counting	counting	NOUN
cet-1675	39	4	was	be	AUX
cet-1675	39	5	carried	carry	VERB
cet-1675	39	6	out	out	ADP
cet-1675	39	7	with	with	ADP
cet-1675	39	8	a	a	DET
cet-1675	39	9	haemocytometer	haemocytometer	NOUN
cet-1675	39	10	under	under	ADP
cet-1675	39	11	microscope	microscope	NOUN
cet-1675	39	12	.	.	PUNCT
cet-1675	40	1	cell	cell	NOUN
cet-1675	40	2	concentration	concentration	NOUN
cet-1675	40	3	is	be	AUX
cet-1675	40	4	then	then	ADV
cet-1675	40	5	adjusted	adjust	VERB
cet-1675	40	6	to	to	PART
cet-1675	40	7	be	be	AUX
cet-1675	40	8	around	around	ADV
cet-1675	40	9	1	1	NUM
cet-1675	40	10	×	×	NOUN
cet-1675	40	11	109	109	NUM
cet-1675	40	12	cell	cell	NOUN
cet-1675	40	13	number	number	NOUN
cet-1675	40	14	/	/	SYM
cet-1675	40	15	ml	ml	NOUN
cet-1675	40	16	.	.	NOUN
cet-1675	41	1	2.2	2.2	NUM
cet-1675	41	2	analytical	analytical	ADJ
cet-1675	41	3	method	method	NOUN
cet-1675	41	4	and	and	CCONJ
cet-1675	41	5	statistical	statistical	ADJ
cet-1675	41	6	analysis	analysis	NOUN
cet-1675	41	7	the	the	DET
cet-1675	41	8	glucose	glucose	NOUN
cet-1675	41	9	concentration	concentration	NOUN
cet-1675	41	10	was	be	AUX
cet-1675	41	11	determined	determine	VERB
cet-1675	41	12	using	use	VERB
cet-1675	41	13	dns	dns	NOUN
cet-1675	41	14	colorimetric	colorimetric	ADJ
cet-1675	41	15	method	method	NOUN
cet-1675	41	16	(	(	PUNCT
cet-1675	41	17	das	das	PROPN
cet-1675	41	18	et	et	PROPN
cet-1675	41	19	al	al	PROPN
cet-1675	41	20	.	.	PROPN
cet-1675	41	21	,	,	PUNCT
cet-1675	41	22	2013	2013	NUM
cet-1675	41	23	)	)	PUNCT
cet-1675	41	24	,	,	PUNCT
cet-1675	41	25	with	with	ADP
cet-1675	41	26	slight	slight	ADJ
cet-1675	41	27	modification	modification	NOUN
cet-1675	41	28	.	.	PUNCT
cet-1675	42	1	3	3	NUM
cet-1675	42	2	ml	ml	NOUN
cet-1675	42	3	dns	dns	NOUN
cet-1675	42	4	reagent	reagent	ADJ
cet-1675	42	5	solution	solution	NOUN
cet-1675	42	6	(	(	PUNCT
cet-1675	42	7	dinitrosalicylic	dinitrosalicylic	NOUN
cet-1675	42	8	acid	acid	NOUN
cet-1675	42	9	:	:	PUNCT
cet-1675	42	10	10	10	NUM
cet-1675	42	11	g	g	NOUN
cet-1675	42	12	,	,	PUNCT
cet-1675	42	13	phenol	phenol	NOUN
cet-1675	42	14	:	:	PUNCT
cet-1675	42	15	2	2	NUM
cet-1675	42	16	g	g	NOUN
cet-1675	42	17	,	,	PUNCT
cet-1675	42	18	sodium	sodium	NOUN
cet-1675	42	19	sulfite	sulfite	NOUN
cet-1675	42	20	:	:	PUNCT
cet-1675	42	21	0.5	0.5	NUM
cet-1675	42	22	g	g	NOUN
cet-1675	42	23	,	,	PUNCT
cet-1675	42	24	sodium	sodium	NOUN
cet-1675	42	25	hydroxide	hydroxide	NOUN
cet-1675	42	26	:	:	PUNCT
cet-1675	42	27	10	10	NUM
cet-1675	42	28	g	g	NOUN
cet-1675	42	29	,	,	PUNCT
cet-1675	42	30	deionised	deionise	VERB
cet-1675	42	31	water	water	NOUN
cet-1675	42	32	:	:	PUNCT
cet-1675	42	33	1	1	NUM
cet-1675	42	34	l	l	NOUN
cet-1675	42	35	was	be	AUX
cet-1675	42	36	added	add	VERB
cet-1675	42	37	to	to	ADP
cet-1675	42	38	3	3	NUM
cet-1675	42	39	ml	ml	NOUN
cet-1675	42	40	sample	sample	NOUN
cet-1675	42	41	in	in	ADP
cet-1675	42	42	a	a	DET
cet-1675	42	43	capped	cap	VERB
cet-1675	42	44	test	test	NOUN
cet-1675	42	45	tube	tube	NOUN
cet-1675	42	46	.	.	PUNCT
cet-1675	43	1	the	the	DET
cet-1675	43	2	samples	sample	NOUN
cet-1675	43	3	were	be	AUX
cet-1675	43	4	then	then	ADV
cet-1675	43	5	heated	heat	VERB
cet-1675	43	6	at	at	ADP
cet-1675	43	7	90	90	NUM
cet-1675	43	8	°	°	NUM
cet-1675	43	9	c	c	NOUN
cet-1675	43	10	for	for	SCONJ
cet-1675	43	11	15	15	NUM
cet-1675	43	12	min	min	NOUN
cet-1675	43	13	to	to	PART
cet-1675	43	14	form	form	VERB
cet-1675	43	15	red	red	ADJ
cet-1675	43	16	-	-	PUNCT
cet-1675	43	17	brown	brown	ADJ
cet-1675	43	18	colour	colour	NOUN
cet-1675	43	19	.	.	PUNCT
cet-1675	44	1	1	1	NUM
cet-1675	44	2	ml	ml	NUM
cet-1675	44	3	40	40	NUM
cet-1675	44	4	%	%	NOUN
cet-1675	44	5	w	w	NOUN
cet-1675	44	6	/	/	SYM
cet-1675	44	7	v	v	NOUN
cet-1675	44	8	potassium	potassium	NOUN
cet-1675	44	9	sodium	sodium	NOUN
cet-1675	44	10	tartarate	tartarate	NOUN
cet-1675	44	11	solution	solution	NOUN
cet-1675	44	12	(	(	PUNCT
cet-1675	44	13	rochelle	rochelle	NOUN
cet-1675	44	14	salt	salt	NOUN
cet-1675	44	15	)	)	PUNCT
cet-1675	44	16	was	be	AUX
cet-1675	44	17	then	then	ADV
cet-1675	44	18	added	add	VERB
cet-1675	44	19	to	to	ADP
cet-1675	44	20	the	the	DET
cet-1675	44	21	sample	sample	NOUN
cet-1675	44	22	to	to	PART
cet-1675	44	23	stabilise	stabilise	VERB
cet-1675	44	24	the	the	DET
cet-1675	44	25	colour	colour	NOUN
cet-1675	44	26	.	.	PUNCT
cet-1675	45	1	after	after	ADP
cet-1675	45	2	cooling	cool	VERB
cet-1675	45	3	to	to	AUX
cet-1675	45	4	room	room	NOUN
cet-1675	45	5	temperature	temperature	NOUN
cet-1675	45	6	in	in	ADP
cet-1675	45	7	a	a	DET
cet-1675	45	8	cold	cold	ADJ
cet-1675	45	9	water	water	NOUN
cet-1675	45	10	bath	bath	NOUN
cet-1675	45	11	,	,	PUNCT
cet-1675	45	12	the	the	DET
cet-1675	45	13	absorbance	absorbance	NOUN
cet-1675	45	14	with	with	ADP
cet-1675	45	15	spectrophotometer	spectrophotometer	NOUN
cet-1675	45	16	at	at	ADP
cet-1675	45	17	wavelength	wavelength	NOUN
cet-1675	45	18	575	575	NUM
cet-1675	45	19	nm	nm	NOUN
cet-1675	45	20	was	be	AUX
cet-1675	45	21	recorded	record	VERB
cet-1675	45	22	and	and	CCONJ
cet-1675	45	23	compared	compare	VERB
cet-1675	45	24	to	to	ADP
cet-1675	45	25	the	the	DET
cet-1675	45	26	standard	standard	ADJ
cet-1675	45	27	calibration	calibration	NOUN
cet-1675	45	28	curve	curve	NOUN
cet-1675	45	29	.	.	PUNCT
cet-1675	46	1	the	the	DET
cet-1675	46	2	standard	standard	ADJ
cet-1675	46	3	calibration	calibration	NOUN
cet-1675	46	4	curve	curve	NOUN
cet-1675	46	5	was	be	AUX
cet-1675	46	6	obtained	obtain	VERB
cet-1675	46	7	using	use	VERB
cet-1675	46	8	glucose	glucose	NOUN
cet-1675	46	9	anhydrous	anhydrous	ADJ
cet-1675	46	10	.	.	PUNCT
cet-1675	47	1	bioethanol	bioethanol	NOUN
cet-1675	47	2	was	be	AUX
cet-1675	47	3	measured	measure	VERB
cet-1675	47	4	using	use	VERB
cet-1675	47	5	a	a	DET
cet-1675	47	6	gas	gas	NOUN
cet-1675	47	7	chromatography	chromatography	NOUN
cet-1675	47	8	as	as	SCONJ
cet-1675	47	9	described	describe	VERB
cet-1675	47	10	by	by	ADP
cet-1675	47	11	negro	negro	PROPN
cet-1675	47	12	et	et	PROPN
cet-1675	47	13	al	al	PROPN
cet-1675	47	14	.	.	PROPN
cet-1675	48	1	(	(	PUNCT
cet-1675	48	2	2014	2014	NUM
cet-1675	48	3	)	)	PUNCT
cet-1675	48	4	,	,	PUNCT
cet-1675	48	5	equipped	equip	VERB
cet-1675	48	6	with	with	ADP
cet-1675	48	7	flame	flame	NOUN
cet-1675	48	8	ionisation	ionisation	NOUN
cet-1675	48	9	detector	detector	NOUN
cet-1675	48	10	,	,	PUNCT
cet-1675	48	11	and	and	CCONJ
cet-1675	48	12	a	a	DET
cet-1675	48	13	column	column	NOUN
cet-1675	48	14	of	of	ADP
cet-1675	48	15	carbowax	carbowax	NOUN
cet-1675	48	16	20	20	NUM
cet-1675	48	17	m	m	NOUN
cet-1675	48	18	(	(	PUNCT
cet-1675	48	19	supelco	supelco	PROPN
cet-1675	48	20	,	,	PUNCT
cet-1675	48	21	usa	usa	PROPN
cet-1675	48	22	)	)	PUNCT
cet-1675	48	23	at	at	ADP
cet-1675	48	24	85	85	NUM
cet-1675	48	25	°	°	NOUN
cet-1675	48	26	c	c	NOUN
cet-1675	48	27	.	.	PUNCT
cet-1675	49	1	injector	injector	NOUN
cet-1675	49	2	and	and	CCONJ
cet-1675	49	3	detector	detector	NOUN
cet-1675	49	4	temperature	temperature	NOUN
cet-1675	49	5	was	be	AUX
cet-1675	49	6	maintained	maintain	VERB
cet-1675	49	7	at	at	ADP
cet-1675	49	8	150	150	NUM
cet-1675	49	9	°	°	NOUN
cet-1675	49	10	c	c	NOUN
cet-1675	49	11	.	.	PUNCT
cet-1675	50	1	ethanol	ethanol	NOUN
cet-1675	50	2	standard	standard	NOUN
cet-1675	50	3	was	be	AUX
cet-1675	50	4	used	use	VERB
cet-1675	50	5	for	for	ADP
cet-1675	50	6	quantification	quantification	NOUN
cet-1675	50	7	of	of	ADP
cet-1675	50	8	bioethanol	bioethanol	NOUN
cet-1675	50	9	in	in	ADP
cet-1675	50	10	the	the	DET
cet-1675	50	11	sample	sample	NOUN
cet-1675	50	12	.	.	PUNCT
cet-1675	51	1	sodium	sodium	NOUN
cet-1675	51	2	hydrochloride	hydrochloride	NOUN
cet-1675	51	3	,	,	PUNCT
cet-1675	51	4	sulphuric	sulphuric	ADJ
cet-1675	51	5	acid	acid	NOUN
cet-1675	51	6	,	,	PUNCT
cet-1675	51	7	acetonitrile	acetonitrile	NOUN
cet-1675	51	8	,	,	PUNCT
cet-1675	51	9	phenol	phenol	NOUN
cet-1675	51	10	,	,	PUNCT
cet-1675	51	11	sodium	sodium	NOUN
cet-1675	51	12	sulfite	sulfite	NOUN
cet-1675	51	13	,	,	PUNCT
cet-1675	51	14	potassium	potassium	NOUN
cet-1675	51	15	sodium	sodium	NOUN
cet-1675	51	16	tartarate	tartarate	NOUN
cet-1675	51	17	,	,	PUNCT
cet-1675	51	18	glucose	glucose	NOUN
cet-1675	51	19	,	,	PUNCT
cet-1675	51	20	ethanol	ethanol	NOUN
cet-1675	51	21	,	,	PUNCT
cet-1675	51	22	and	and	CCONJ
cet-1675	51	23	sodium	sodium	NOUN
cet-1675	51	24	hydroxide	hydroxide	NOUN
cet-1675	51	25	were	be	AUX
cet-1675	51	26	purchased	purchase	VERB
cet-1675	51	27	from	from	ADP
cet-1675	51	28	merck	merck	PROPN
cet-1675	51	29	.	.	PUNCT
cet-1675	52	1	dinitrosalicylic	dinitrosalicylic	PROPN
cet-1675	52	2	acid	acid	PROPN
cet-1675	52	3	was	be	AUX
cet-1675	52	4	purchased	purchase	VERB
cet-1675	52	5	from	from	ADP
cet-1675	52	6	sigma	sigma	PROPN
cet-1675	52	7	-	-	PUNCT
cet-1675	52	8	aldrich	aldrich	NOUN
cet-1675	52	9	.	.	PUNCT
cet-1675	53	1	all	all	DET
cet-1675	53	2	the	the	DET
cet-1675	53	3	chemicals	chemical	NOUN
cet-1675	53	4	were	be	AUX
cet-1675	53	5	of	of	ADP
cet-1675	53	6	analytical	analytical	ADJ
cet-1675	53	7	grade	grade	NOUN
cet-1675	53	8	.	.	PUNCT
cet-1675	54	1	all	all	DET
cet-1675	54	2	samples	sample	NOUN
cet-1675	54	3	were	be	AUX
cet-1675	54	4	run	run	VERB
cet-1675	54	5	in	in	ADP
cet-1675	54	6	triplicate	triplicate	NOUN
cet-1675	54	7	.	.	PUNCT
cet-1675	55	1	the	the	DET
cet-1675	55	2	bioethanol	bioethanol	NOUN
cet-1675	55	3	yield	yield	NOUN
cet-1675	55	4	was	be	AUX
cet-1675	55	5	calculated	calculate	VERB
cet-1675	55	6	and	and	CCONJ
cet-1675	55	7	expressed	express	VERB
cet-1675	55	8	as	as	ADP
cet-1675	55	9	fraction	fraction	NOUN
cet-1675	55	10	by	by	ADP
cet-1675	55	11	eq(1	eq(1	NOUN
cet-1675	55	12	):	):	PUNCT
cet-1675	55	13	bioethanol	bioethanol	NOUN
cet-1675	55	14	yield	yield	NOUN
cet-1675	55	15	,	,	PUNCT
cet-1675	55	16	yp	yp	PROPN
cet-1675	55	17	s⁄	s⁄	PROPN
cet-1675	55	18	(	(	PUNCT
cet-1675	55	19	g	g	NOUN
cet-1675	55	20	/	/	SYM
cet-1675	55	21	g	g	NOUN
cet-1675	55	22	)	)	PUNCT
cet-1675	55	23	=	=	SYM
cet-1675	56	1	final	final	ADJ
cet-1675	56	2	concentration	concentration	NOUN
cet-1675	56	3	of	of	ADP
cet-1675	56	4	bioethanol	bioethanol	NOUN
cet-1675	56	5	(	(	PUNCT
cet-1675	56	6	g	g	NOUN
cet-1675	56	7	/	/	SYM
cet-1675	56	8	l	l	NOUN
cet-1675	56	9	)	)	PUNCT
cet-1675	56	10	initial	initial	ADJ
cet-1675	56	11	concentration	concentration	NOUN
cet-1675	56	12	of	of	ADP
cet-1675	56	13	sugar	sugar	NOUN
cet-1675	56	14	(	(	PUNCT
cet-1675	56	15	g	g	NOUN
cet-1675	56	16	/	/	SYM
cet-1675	56	17	l	l	NOUN
cet-1675	56	18	)	)	PUNCT
cet-1675	56	19	(	(	PUNCT
cet-1675	56	20	1	1	X
cet-1675	56	21	)	)	PUNCT
cet-1675	56	22	2.3	2.3	NUM
cet-1675	56	23	design	design	NOUN
cet-1675	56	24	of	of	ADP
cet-1675	56	25	experiment	experiment	NOUN
cet-1675	56	26	in	in	ADP
cet-1675	56	27	this	this	DET
cet-1675	56	28	study	study	NOUN
cet-1675	56	29	,	,	PUNCT
cet-1675	56	30	bioethanol	bioethanol	NOUN
cet-1675	56	31	was	be	AUX
cet-1675	56	32	produced	produce	VERB
cet-1675	56	33	by	by	ADP
cet-1675	56	34	s.	s.	PROPN
cet-1675	56	35	cerevisiae	cerevisiae	PROPN
cet-1675	56	36	using	use	VERB
cet-1675	56	37	opt	opt	PROPN
cet-1675	56	38	sap	sap	PROPN
cet-1675	56	39	and	and	CCONJ
cet-1675	56	40	pome	pome	NOUN
cet-1675	56	41	as	as	ADP
cet-1675	56	42	substrate	substrate	NOUN
cet-1675	56	43	.	.	PUNCT
cet-1675	57	1	fermentations	fermentation	NOUN
cet-1675	57	2	were	be	AUX
cet-1675	57	3	run	run	VERB
cet-1675	57	4	in	in	ADP
cet-1675	57	5	250	250	NUM
cet-1675	57	6	ml	ml	NOUN
cet-1675	57	7	cotton	cotton	NOUN
cet-1675	57	8	plugged	plug	VERB
cet-1675	57	9	shake	shake	NOUN
cet-1675	57	10	flasks	flask	NOUN
cet-1675	57	11	.	.	PUNCT
cet-1675	58	1	100	100	NUM
cet-1675	58	2	ml	ml	NOUN
cet-1675	58	3	of	of	ADP
cet-1675	58	4	substrate	substrate	NOUN
cet-1675	58	5	was	be	AUX
cet-1675	58	6	prepared	prepare	VERB
cet-1675	58	7	at	at	ADP
cet-1675	58	8	different	different	ADJ
cet-1675	58	9	variables	variable	NOUN
cet-1675	58	10	.	.	PUNCT
cet-1675	59	1	response	response	NOUN
cet-1675	59	2	surface	surface	NOUN
cet-1675	59	3	methodology	methodology	NOUN
cet-1675	59	4	(	(	PUNCT
cet-1675	59	5	rsm	rsm	NOUN
cet-1675	59	6	)	)	PUNCT
cet-1675	59	7	was	be	AUX
cet-1675	59	8	used	use	VERB
cet-1675	59	9	to	to	PART
cet-1675	59	10	model	model	VERB
cet-1675	59	11	the	the	DET
cet-1675	59	12	effect	effect	NOUN
cet-1675	59	13	of	of	ADP
cet-1675	59	14	independent	independent	ADJ
cet-1675	59	15	variables	variable	NOUN
cet-1675	59	16	(	(	PUNCT
cet-1675	59	17	a	a	PRON
cet-1675	59	18	:	:	PUNCT
cet-1675	59	19	opt	opt	PROPN
cet-1675	59	20	sap	sap	PROPN
cet-1675	59	21	to	to	ADP
cet-1675	59	22	pome	pome	PROPN
cet-1675	59	23	ratio	ratio	NOUN
cet-1675	59	24	,	,	PUNCT
cet-1675	59	25	b	b	X
cet-1675	59	26	:	:	PUNCT
cet-1675	59	27	inoculum	inoculum	NOUN
cet-1675	59	28	size	size	NOUN
cet-1675	59	29	,	,	PUNCT
cet-1675	59	30	c	c	NOUN
cet-1675	59	31	:	:	PUNCT
cet-1675	59	32	ph	ph	ADJ
cet-1675	59	33	,	,	PUNCT
cet-1675	59	34	and	and	CCONJ
cet-1675	59	35	d	d	NOUN
cet-1675	59	36	:	:	PUNCT
cet-1675	59	37	incubation	incubation	NOUN
cet-1675	59	38	time	time	NOUN
cet-1675	59	39	)	)	PUNCT
cet-1675	59	40	on	on	ADP
cet-1675	59	41	the	the	DET
cet-1675	59	42	bioethanol	bioethanol	NOUN
cet-1675	59	43	yield	yield	NOUN
cet-1675	59	44	(	(	PUNCT
cet-1675	59	45	%	%	NOUN
cet-1675	59	46	)	)	PUNCT
cet-1675	59	47	.	.	PUNCT
cet-1675	60	1	a	a	DET
cet-1675	60	2	face	face	NOUN
cet-1675	60	3	centred	centre	VERB
cet-1675	60	4	central	central	ADJ
cet-1675	60	5	composite	composite	ADJ
cet-1675	60	6	design	design	NOUN
cet-1675	60	7	(	(	PUNCT
cet-1675	60	8	fcccd	fcccd	NOUN
cet-1675	60	9	)	)	PUNCT
cet-1675	60	10	at	at	ADP
cet-1675	60	11	three	three	NUM
cet-1675	60	12	levels	level	NOUN
cet-1675	60	13	was	be	AUX
cet-1675	60	14	employed	employ	VERB
cet-1675	60	15	for	for	ADP
cet-1675	60	16	designing	design	VERB
cet-1675	60	17	the	the	DET
cet-1675	60	18	experimental	experimental	ADJ
cet-1675	60	19	data	datum	NOUN
cet-1675	60	20	.	.	PUNCT
cet-1675	61	1	a	a	DET
cet-1675	61	2	commercial	commercial	ADJ
cet-1675	61	3	statistical	statistical	ADJ
cet-1675	61	4	package	package	NOUN
cet-1675	61	5	,	,	PUNCT
cet-1675	61	6	design	design	NOUN
cet-1675	61	7	-	-	PUNCT
cet-1675	61	8	expert	expert	NOUN
cet-1675	61	9	version	version	NOUN
cet-1675	61	10	6.0.6	6.0.6	NUM
cet-1675	61	11	(	(	PUNCT
cet-1675	61	12	stat	stat	NOUN
cet-1675	61	13	-	-	PUNCT
cet-1675	61	14	ease	ease	PROPN
cet-1675	61	15	inc	inc	PROPN
cet-1675	61	16	.	.	PROPN
cet-1675	61	17	,	,	PUNCT
cet-1675	61	18	2003	2003	NUM
cet-1675	61	19	)	)	PUNCT
cet-1675	61	20	was	be	AUX
cet-1675	61	21	used	use	VERB
cet-1675	61	22	to	to	PART
cet-1675	61	23	apply	apply	VERB
cet-1675	61	24	the	the	DET
cet-1675	61	25	rsm	rsm	NOUN
cet-1675	61	26	to	to	ADP
cet-1675	61	27	the	the	DET
cet-1675	61	28	experimental	experimental	ADJ
cet-1675	61	29	data	datum	NOUN
cet-1675	61	30	.	.	PUNCT
cet-1675	62	1	our	our	PRON
cet-1675	62	2	previous	previous	ADJ
cet-1675	62	3	study	study	NOUN
cet-1675	62	4	(	(	PUNCT
cet-1675	62	5	samsudin	samsudin	NOUN
cet-1675	62	6	and	and	CCONJ
cet-1675	62	7	don	don	PROPN
cet-1675	62	8	,	,	PUNCT
cet-1675	62	9	2014	2014	NUM
cet-1675	62	10	)	)	PUNCT
cet-1675	62	11	was	be	AUX
cet-1675	62	12	done	do	VERB
cet-1675	62	13	as	as	ADP
cet-1675	62	14	the	the	DET
cet-1675	62	15	preliminary	preliminary	ADJ
cet-1675	62	16	work	work	NOUN
cet-1675	62	17	using	use	VERB
cet-1675	62	18	one	one	NUM
cet-1675	62	19	-	-	PUNCT
cet-1675	62	20	factor	factor	NOUN
cet-1675	62	21	-	-	PUNCT
cet-1675	62	22	at	at	ADP
cet-1675	62	23	-	-	PUNCT
cet-1675	62	24	a	a	DET
cet-1675	62	25	-	-	PUNCT
cet-1675	62	26	time	time	NOUN
cet-1675	62	27	(	(	PUNCT
cet-1675	62	28	ofat	ofat	NOUN
cet-1675	62	29	)	)	PUNCT
cet-1675	62	30	method	method	NOUN
cet-1675	62	31	to	to	PART
cet-1675	62	32	choose	choose	VERB
cet-1675	62	33	the	the	DET
cet-1675	62	34	levels	level	NOUN
cet-1675	62	35	of	of	ADP
cet-1675	62	36	the	the	DET
cet-1675	62	37	four	four	NUM
cet-1675	62	38	independent	independent	ADJ
cet-1675	62	39	variables	variable	NOUN
cet-1675	62	40	.	.	PUNCT
cet-1675	63	1	the	the	DET
cet-1675	63	2	levels	level	NOUN
cet-1675	63	3	of	of	ADP
cet-1675	63	4	each	each	DET
cet-1675	63	5	independent	independent	ADJ
cet-1675	63	6	variable	variable	NOUN
cet-1675	63	7	are	be	AUX
cet-1675	63	8	shown	show	VERB
cet-1675	63	9	in	in	ADP
cet-1675	63	10	table	table	NOUN
cet-1675	63	11	1	1	NUM
cet-1675	63	12	.	.	PUNCT
cet-1675	63	13	table	table	NOUN
cet-1675	63	14	1	1	NUM
cet-1675	63	15	:	:	PUNCT
cet-1675	63	16	list	list	NOUN
cet-1675	63	17	of	of	ADP
cet-1675	63	18	range	range	NOUN
cet-1675	63	19	and	and	CCONJ
cet-1675	63	20	levels	level	NOUN
cet-1675	63	21	of	of	ADP
cet-1675	63	22	the	the	DET
cet-1675	63	23	experimental	experimental	ADJ
cet-1675	63	24	independent	independent	ADJ
cet-1675	63	25	variables	variable	NOUN
cet-1675	63	26	factor	factor	NOUN
cet-1675	63	27	coding	code	VERB
cet-1675	63	28	unit	unit	NOUN
cet-1675	63	29	level	level	NOUN
cet-1675	63	30	-1	-1	NOUN
cet-1675	63	31	0	0	NUM
cet-1675	63	32	1	1	NUM
cet-1675	63	33	opt	opt	NOUN
cet-1675	63	34	sap	sap	PROPN
cet-1675	63	35	:	:	PUNCT
cet-1675	63	36	pome	pome	PROPN
cet-1675	63	37	ratio	ratio	NOUN
cet-1675	63	38	a	a	DET
cet-1675	63	39	vol%	vol%	NOUN
cet-1675	63	40	opt	opt	NOUN
cet-1675	63	41	sap	sap	PROPN
cet-1675	63	42	0.4	0.4	NUM
cet-1675	63	43	0.6	0.6	NUM
cet-1675	63	44	0.8	0.8	NUM
cet-1675	63	45	inoculum	inoculum	NOUN
cet-1675	63	46	size	size	NOUN
cet-1675	63	47	b	b	PROPN
cet-1675	63	48	vol%	vol%	PROPN
cet-1675	63	49	3.0	3.0	NUM
cet-1675	63	50	4.0	4.0	NUM
cet-1675	63	51	5.0	5.0	NUM
cet-1675	63	52	initial	initial	ADJ
cet-1675	63	53	ph	ph	NOUN
cet-1675	63	54	c	c	NOUN
cet-1675	63	55	7.0	7.0	NUM
cet-1675	63	56	8.0	8.0	NUM
cet-1675	63	57	9.0	9.0	NUM
cet-1675	63	58	incubation	incubation	NOUN
cet-1675	63	59	time	time	NOUN
cet-1675	64	1	d	d	NOUN
cet-1675	64	2	h	h	NOUN
cet-1675	64	3	72	72	NUM
cet-1675	64	4	96	96	NUM
cet-1675	64	5	120	120	NUM
cet-1675	64	6	1580	1580	NUM
cet-1675	64	7	3	3	NUM
cet-1675	64	8	.	.	PUNCT
cet-1675	64	9	result	result	NOUN
cet-1675	64	10	and	and	CCONJ
cet-1675	64	11	discussion	discussion	NOUN
cet-1675	64	12	3.1	3.1	NUM
cet-1675	64	13	development	development	NOUN
cet-1675	64	14	of	of	ADP
cet-1675	64	15	regression	regression	NOUN
cet-1675	64	16	model	model	NOUN
cet-1675	64	17	equation	equation	NOUN
cet-1675	64	18	and	and	CCONJ
cet-1675	64	19	statistical	statistical	ADJ
cet-1675	64	20	analysis	analysis	NOUN
cet-1675	64	21	the	the	DET
cet-1675	64	22	complete	complete	ADJ
cet-1675	64	23	design	design	NOUN
cet-1675	64	24	matrix	matrix	NOUN
cet-1675	64	25	,	,	PUNCT
cet-1675	64	26	consisting	consist	VERB
cet-1675	64	27	30	30	NUM
cet-1675	64	28	experimental	experimental	ADJ
cet-1675	64	29	runs	run	NOUN
cet-1675	64	30	is	be	AUX
cet-1675	64	31	shown	show	VERB
cet-1675	64	32	in	in	ADP
cet-1675	64	33	table	table	NOUN
cet-1675	64	34	2	2	NUM
cet-1675	64	35	together	together	ADV
cet-1675	64	36	with	with	ADP
cet-1675	64	37	the	the	DET
cet-1675	64	38	variations	variation	NOUN
cet-1675	64	39	of	of	ADP
cet-1675	64	40	the	the	DET
cet-1675	64	41	four	four	NUM
cet-1675	64	42	factors	factor	NOUN
cet-1675	64	43	.	.	PUNCT
cet-1675	65	1	the	the	DET
cet-1675	65	2	corresponding	correspond	VERB
cet-1675	65	3	bioethanol	bioethanol	NOUN
cet-1675	65	4	yield	yield	NOUN
cet-1675	65	5	was	be	AUX
cet-1675	65	6	also	also	ADV
cet-1675	65	7	reported	report	VERB
cet-1675	65	8	in	in	ADP
cet-1675	65	9	table	table	NOUN
cet-1675	65	10	2	2	NUM
cet-1675	65	11	.	.	PUNCT
cet-1675	66	1	the	the	DET
cet-1675	66	2	experimental	experimental	ADJ
cet-1675	66	3	runs	run	NOUN
cet-1675	66	4	were	be	AUX
cet-1675	66	5	divided	divide	VERB
cet-1675	66	6	into	into	ADP
cet-1675	66	7	three	three	NUM
cet-1675	66	8	blocks	block	NOUN
cet-1675	66	9	.	.	PUNCT
cet-1675	67	1	in	in	ADP
cet-1675	67	2	each	each	DET
cet-1675	67	3	block	block	NOUN
cet-1675	67	4	,	,	PUNCT
cet-1675	67	5	two	two	NUM
cet-1675	67	6	centre	centre	NOUN
cet-1675	67	7	points	point	NOUN
cet-1675	67	8	were	be	AUX
cet-1675	67	9	replicated	replicate	VERB
cet-1675	67	10	(	(	PUNCT
cet-1675	67	11	standard	standard	ADJ
cet-1675	67	12	order	order	NOUN
cet-1675	67	13	no	no	INTJ
cet-1675	67	14	.	.	PUNCT
cet-1675	68	1	:	:	PUNCT
cet-1675	68	2	9	9	NUM
cet-1675	68	3	,	,	PUNCT
cet-1675	68	4	10	10	NUM
cet-1675	68	5	,	,	PUNCT
cet-1675	68	6	19	19	NUM
cet-1675	68	7	,	,	PUNCT
cet-1675	68	8	20	20	NUM
cet-1675	68	9	,	,	PUNCT
cet-1675	68	10	29	29	NUM
cet-1675	68	11	,	,	PUNCT
cet-1675	68	12	and	and	CCONJ
cet-1675	68	13	30	30	NUM
cet-1675	68	14	)	)	PUNCT
cet-1675	68	15	to	to	PART
cet-1675	68	16	evaluate	evaluate	VERB
cet-1675	68	17	the	the	DET
cet-1675	68	18	experimental	experimental	ADJ
cet-1675	68	19	error	error	NOUN
cet-1675	68	20	and	and	CCONJ
cet-1675	68	21	the	the	DET
cet-1675	68	22	reproducibility	reproducibility	NOUN
cet-1675	68	23	of	of	ADP
cet-1675	68	24	the	the	DET
cet-1675	68	25	data	datum	NOUN
cet-1675	68	26	.	.	PUNCT
cet-1675	69	1	from	from	ADP
cet-1675	69	2	the	the	DET
cet-1675	69	3	table	table	NOUN
cet-1675	69	4	,	,	PUNCT
cet-1675	69	5	the	the	DET
cet-1675	69	6	bioethanol	bioethanol	NOUN
cet-1675	69	7	yields	yield	NOUN
cet-1675	69	8	were	be	AUX
cet-1675	69	9	in	in	ADP
cet-1675	69	10	the	the	DET
cet-1675	69	11	range	range	NOUN
cet-1675	69	12	of	of	ADP
cet-1675	69	13	0.095	0.095	NUM
cet-1675	69	14	to	to	ADP
cet-1675	69	15	0.440	0.440	NUM
cet-1675	69	16	.	.	PUNCT
cet-1675	70	1	all	all	DET
cet-1675	70	2	the	the	DET
cet-1675	70	3	responses	response	NOUN
cet-1675	70	4	are	be	AUX
cet-1675	70	5	reported	report	VERB
cet-1675	70	6	as	as	ADP
cet-1675	70	7	their	their	PRON
cet-1675	70	8	mean	mean	NOUN
cet-1675	70	9	from	from	ADP
cet-1675	70	10	three	three	NUM
cet-1675	70	11	replicated	replicated	ADJ
cet-1675	70	12	run	run	NOUN
cet-1675	70	13	.	.	PUNCT
cet-1675	71	1	table	table	NOUN
cet-1675	71	2	2	2	NUM
cet-1675	71	3	:	:	PUNCT
cet-1675	71	4	experimental	experimental	ADJ
cet-1675	71	5	design	design	NOUN
cet-1675	71	6	matrix	matrix	NOUN
cet-1675	71	7	standard	standard	ADJ
cet-1675	71	8	order	order	NOUN
cet-1675	71	9	block	block	NOUN
cet-1675	71	10	factors	factor	NOUN
cet-1675	71	11	response	response	VERB
cet-1675	71	12	a	a	DET
cet-1675	71	13	b	b	NOUN
cet-1675	71	14	c	c	NOUN
cet-1675	71	15	d	d	X
cet-1675	71	16	y	y	NOUN
cet-1675	71	17	:	:	PUNCT
cet-1675	71	18	bioethanol	bioethanol	NOUN
cet-1675	71	19	yield	yield	NOUN
cet-1675	71	20	(	(	PUNCT
cet-1675	71	21	%	%	NOUN
cet-1675	71	22	g	g	NOUN
cet-1675	71	23	/	/	SYM
cet-1675	71	24	g	g	NOUN
cet-1675	71	25	)	)	PUNCT
cet-1675	71	26	1	1	NUM
cet-1675	71	27	1	1	NUM
cet-1675	71	28	0.4	0.4	NUM
cet-1675	71	29	3	3	NUM
cet-1675	71	30	7	7	NUM
cet-1675	71	31	120	120	NUM
cet-1675	71	32	0.150	0.150	NUM
cet-1675	71	33	2	2	NUM
cet-1675	71	34	1	1	NUM
cet-1675	71	35	0.8	0.8	NUM
cet-1675	71	36	3	3	NUM
cet-1675	71	37	7	7	NUM
cet-1675	71	38	72	72	NUM
cet-1675	71	39	0.106	0.106	NUM
cet-1675	71	40	3	3	NUM
cet-1675	71	41	1	1	NUM
cet-1675	71	42	0.4	0.4	NUM
cet-1675	71	43	5	5	NUM
cet-1675	71	44	7	7	NUM
cet-1675	71	45	72	72	NUM
cet-1675	71	46	0.271	0.271	NUM
cet-1675	71	47	4	4	NUM
cet-1675	71	48	1	1	NUM
cet-1675	71	49	0.8	0.8	NUM
cet-1675	71	50	5	5	NUM
cet-1675	71	51	7	7	NUM
cet-1675	71	52	120	120	NUM
cet-1675	72	1	0.385	0.385	NUM
cet-1675	72	2	5	5	NUM
cet-1675	72	3	1	1	NUM
cet-1675	72	4	0.4	0.4	NUM
cet-1675	72	5	3	3	NUM
cet-1675	72	6	9	9	NUM
cet-1675	72	7	72	72	NUM
cet-1675	72	8	0.135	0.135	NUM
cet-1675	72	9	6	6	NUM
cet-1675	72	10	1	1	NUM
cet-1675	72	11	0.8	0.8	NUM
cet-1675	72	12	3	3	NUM
cet-1675	72	13	9	9	NUM
cet-1675	72	14	120	120	NUM
cet-1675	72	15	0.190	0.190	NUM
cet-1675	72	16	7	7	NUM
cet-1675	72	17	1	1	NUM
cet-1675	72	18	0.4	0.4	NUM
cet-1675	72	19	5	5	NUM
cet-1675	72	20	9	9	NUM
cet-1675	72	21	120	120	NUM
cet-1675	72	22	0.360	0.360	NUM
cet-1675	72	23	8	8	NUM
cet-1675	72	24	1	1	NUM
cet-1675	72	25	0.8	0.8	NUM
cet-1675	72	26	5	5	NUM
cet-1675	72	27	9	9	NUM
cet-1675	72	28	72	72	NUM
cet-1675	72	29	0.284	0.284	NUM
cet-1675	72	30	9	9	NUM
cet-1675	72	31	1	1	NUM
cet-1675	72	32	0.6	0.6	NUM
cet-1675	72	33	4	4	NUM
cet-1675	72	34	8	8	NUM
cet-1675	72	35	96	96	NUM
cet-1675	72	36	0.438	0.438	NUM
cet-1675	72	37	10	10	NUM
cet-1675	72	38	1	1	NUM
cet-1675	72	39	0.6	0.6	NUM
cet-1675	72	40	4	4	NUM
cet-1675	72	41	8	8	NUM
cet-1675	72	42	96	96	NUM
cet-1675	72	43	0.438	0.438	NUM
cet-1675	72	44	11	11	NUM
cet-1675	72	45	2	2	NUM
cet-1675	72	46	0.4	0.4	NUM
cet-1675	72	47	3	3	NUM
cet-1675	72	48	7	7	NUM
cet-1675	72	49	72	72	NUM
cet-1675	72	50	0.095	0.095	NUM
cet-1675	72	51	12	12	NUM
cet-1675	72	52	2	2	NUM
cet-1675	72	53	0.8	0.8	NUM
cet-1675	72	54	3	3	NUM
cet-1675	72	55	7	7	NUM
cet-1675	72	56	120	120	NUM
cet-1675	72	57	0.180	0.180	NUM
cet-1675	72	58	13	13	NUM
cet-1675	72	59	2	2	NUM
cet-1675	72	60	0.4	0.4	NUM
cet-1675	72	61	5	5	NUM
cet-1675	72	62	7	7	NUM
cet-1675	72	63	120	120	NUM
cet-1675	72	64	0.343	0.343	NUM
cet-1675	72	65	14	14	NUM
cet-1675	72	66	2	2	NUM
cet-1675	72	67	0.8	0.8	NUM
cet-1675	72	68	5	5	NUM
cet-1675	72	69	7	7	NUM
cet-1675	72	70	72	72	NUM
cet-1675	72	71	0.265	0.265	NUM
cet-1675	72	72	15	15	NUM
cet-1675	72	73	2	2	NUM
cet-1675	72	74	0.4	0.4	NUM
cet-1675	72	75	3	3	NUM
cet-1675	72	76	9	9	NUM
cet-1675	72	77	120	120	NUM
cet-1675	72	78	0.167	0.167	NUM
cet-1675	72	79	16	16	NUM
cet-1675	72	80	2	2	NUM
cet-1675	72	81	0.8	0.8	NUM
cet-1675	72	82	3	3	NUM
cet-1675	72	83	9	9	NUM
cet-1675	72	84	72	72	NUM
cet-1675	72	85	0.150	0.150	NUM
cet-1675	72	86	17	17	NUM
cet-1675	72	87	2	2	NUM
cet-1675	72	88	0.4	0.4	NUM
cet-1675	72	89	5	5	NUM
cet-1675	72	90	9	9	NUM
cet-1675	72	91	72	72	NUM
cet-1675	72	92	0.280	0.280	NUM
cet-1675	72	93	18	18	NUM
cet-1675	72	94	2	2	NUM
cet-1675	72	95	0.8	0.8	NUM
cet-1675	72	96	5	5	NUM
cet-1675	72	97	9	9	NUM
cet-1675	72	98	120	120	NUM
cet-1675	72	99	0.358	0.358	NUM
cet-1675	72	100	19	19	NUM
cet-1675	72	101	2	2	NUM
cet-1675	72	102	0.6	0.6	NUM
cet-1675	72	103	4	4	NUM
cet-1675	72	104	8	8	NUM
cet-1675	72	105	96	96	NUM
cet-1675	72	106	0.439	0.439	NUM
cet-1675	72	107	20	20	NUM
cet-1675	72	108	2	2	NUM
cet-1675	72	109	0.6	0.6	NUM
cet-1675	72	110	4	4	NUM
cet-1675	72	111	8	8	NUM
cet-1675	72	112	96	96	NUM
cet-1675	72	113	0.430	0.430	NUM
cet-1675	72	114	21	21	NUM
cet-1675	72	115	3	3	NUM
cet-1675	72	116	0.4	0.4	NUM
cet-1675	72	117	4	4	NUM
cet-1675	72	118	8	8	NUM
cet-1675	72	119	96	96	NUM
cet-1675	72	120	0.372	0.372	NUM
cet-1675	72	121	22	22	NUM
cet-1675	72	122	3	3	NUM
cet-1675	72	123	0.8	0.8	NUM
cet-1675	72	124	4	4	NUM
cet-1675	72	125	8	8	NUM
cet-1675	72	126	96	96	NUM
cet-1675	72	127	0.400	0.400	NUM
cet-1675	72	128	23	23	NUM
cet-1675	72	129	3	3	NUM
cet-1675	72	130	0.6	0.6	NUM
cet-1675	72	131	3	3	NUM
cet-1675	72	132	8	8	NUM
cet-1675	72	133	96	96	NUM
cet-1675	72	134	0.196	0.196	NUM
cet-1675	72	135	24	24	NUM
cet-1675	72	136	3	3	NUM
cet-1675	72	137	0.6	0.6	NUM
cet-1675	72	138	5	5	NUM
cet-1675	72	139	8	8	NUM
cet-1675	72	140	96	96	NUM
cet-1675	72	141	0.370	0.370	NUM
cet-1675	72	142	25	25	NUM
cet-1675	72	143	3	3	NUM
cet-1675	72	144	0.6	0.6	NUM
cet-1675	72	145	4	4	NUM
cet-1675	72	146	7	7	NUM
cet-1675	72	147	96	96	NUM
cet-1675	72	148	0.414	0.414	NUM
cet-1675	72	149	26	26	NUM
cet-1675	72	150	3	3	NUM
cet-1675	72	151	0.6	0.6	NUM
cet-1675	72	152	4	4	NUM
cet-1675	72	153	9	9	NUM
cet-1675	72	154	96	96	NUM
cet-1675	72	155	0.416	0.416	NUM
cet-1675	72	156	27	27	NUM
cet-1675	72	157	3	3	NUM
cet-1675	72	158	0.6	0.6	NUM
cet-1675	72	159	4	4	NUM
cet-1675	72	160	8	8	NUM
cet-1675	72	161	72	72	NUM
cet-1675	72	162	0.360	0.360	NUM
cet-1675	72	163	28	28	NUM
cet-1675	72	164	3	3	NUM
cet-1675	72	165	0.6	0.6	NUM
cet-1675	72	166	4	4	NUM
cet-1675	72	167	8	8	NUM
cet-1675	72	168	120	120	NUM
cet-1675	72	169	0.440	0.440	NUM
cet-1675	72	170	29	29	NUM
cet-1675	72	171	3	3	NUM
cet-1675	72	172	0.6	0.6	NUM
cet-1675	72	173	4	4	NUM
cet-1675	72	174	8	8	NUM
cet-1675	72	175	96	96	NUM
cet-1675	72	176	0.428	0.428	NUM
cet-1675	72	177	30	30	NUM
cet-1675	72	178	3	3	NUM
cet-1675	72	179	0.6	0.6	NUM
cet-1675	72	180	4	4	NUM
cet-1675	72	181	8	8	NUM
cet-1675	72	182	96	96	NUM
cet-1675	72	183	0.428	0.428	NUM
cet-1675	72	184	the	the	DET
cet-1675	72	185	experimental	experimental	ADJ
cet-1675	72	186	data	datum	NOUN
cet-1675	72	187	was	be	AUX
cet-1675	72	188	fitted	fit	VERB
cet-1675	72	189	to	to	ADP
cet-1675	72	190	four	four	NUM
cet-1675	72	191	types	type	NOUN
cet-1675	72	192	of	of	ADP
cet-1675	72	193	model	model	NOUN
cet-1675	72	194	,	,	PUNCT
cet-1675	72	195	namely	namely	ADV
cet-1675	72	196	linear	linear	ADJ
cet-1675	72	197	,	,	PUNCT
cet-1675	72	198	two	two	NUM
cet-1675	72	199	-	-	PUNCT
cet-1675	72	200	factor	factor	NOUN
cet-1675	72	201	interaction	interaction	NOUN
cet-1675	72	202	(	(	PUNCT
cet-1675	72	203	2fi	2fi	ADJ
cet-1675	72	204	)	)	PUNCT
cet-1675	72	205	,	,	PUNCT
cet-1675	72	206	quadratic	quadratic	ADJ
cet-1675	72	207	,	,	PUNCT
cet-1675	72	208	and	and	CCONJ
cet-1675	72	209	cubic	cubic	ADJ
cet-1675	72	210	polynomials	polynomial	NOUN
cet-1675	72	211	.	.	PUNCT
cet-1675	73	1	the	the	DET
cet-1675	73	2	summary	summary	NOUN
cet-1675	73	3	of	of	ADP
cet-1675	73	4	the	the	DET
cet-1675	73	5	probability	probability	NOUN
cet-1675	73	6	values	value	NOUN
cet-1675	73	7	of	of	ADP
cet-1675	73	8	sequential	sequential	ADJ
cet-1675	73	9	model	model	NOUN
cet-1675	73	10	sum	sum	NOUN
cet-1675	73	11	of	of	ADP
cet-1675	73	12	squares	square	NOUN
cet-1675	73	13	and	and	CCONJ
cet-1675	73	14	lackof	lackof	ADJ
cet-1675	73	15	-	-	PUNCT
cet-1675	73	16	fit	fit	NOUN
cet-1675	73	17	test	test	NOUN
cet-1675	73	18	relative	relative	ADJ
cet-1675	73	19	to	to	ADP
cet-1675	73	20	the	the	DET
cet-1675	73	21	pure	pure	ADJ
cet-1675	73	22	error	error	NOUN
cet-1675	73	23	,	,	PUNCT
cet-1675	73	24	and	and	CCONJ
cet-1675	73	25	the	the	DET
cet-1675	73	26	model	model	NOUN
cet-1675	73	27	summary	summary	NOUN
cet-1675	73	28	statistics	statistic	NOUN
cet-1675	73	29	for	for	ADP
cet-1675	73	30	every	every	DET
cet-1675	73	31	type	type	NOUN
cet-1675	73	32	of	of	ADP
cet-1675	73	33	model	model	NOUN
cet-1675	73	34	are	be	AUX
cet-1675	73	35	shown	show	VERB
cet-1675	73	36	in	in	ADP
cet-1675	73	37	table	table	NOUN
cet-1675	73	38	3	3	NUM
cet-1675	73	39	.	.	PUNCT
cet-1675	74	1	the	the	DET
cet-1675	74	2	probability	probability	NOUN
cet-1675	74	3	value	value	NOUN
cet-1675	74	4	(	(	PUNCT
cet-1675	74	5	“	"	PUNCT
cet-1675	74	6	prob	prob	INTJ
cet-1675	74	7	>	>	X
cet-1675	74	8	f	f	X
cet-1675	74	9	”	"	PUNCT
cet-1675	74	10	)	)	PUNCT
cet-1675	74	11	of	of	ADP
cet-1675	74	12	smaller	small	ADJ
cet-1675	74	13	than	than	ADP
cet-1675	74	14	0.0001	0.0001	NUM
cet-1675	74	15	indicates	indicate	VERB
cet-1675	74	16	the	the	DET
cet-1675	74	17	statistical	statistical	ADJ
cet-1675	74	18	significance	significance	NOUN
cet-1675	74	19	(	(	PUNCT
cet-1675	74	20	feng	feng	PROPN
cet-1675	74	21	et	et	PROPN
cet-1675	74	22	al	al	PROPN
cet-1675	74	23	.	.	PROPN
cet-1675	74	24	,	,	PUNCT
cet-1675	74	25	2013	2013	NUM
cet-1675	74	26	)	)	PUNCT
cet-1675	74	27	.	.	PUNCT
cet-1675	75	1	the	the	DET
cet-1675	75	2	best	good	ADJ
cet-1675	75	3	model	model	NOUN
cet-1675	75	4	is	be	AUX
cet-1675	75	5	the	the	DET
cet-1675	75	6	highest	high	ADJ
cet-1675	75	7	order	order	NOUN
cet-1675	75	8	polynomial	polynomial	ADJ
cet-1675	75	9	model	model	NOUN
cet-1675	75	10	where	where	SCONJ
cet-1675	75	11	the	the	DET
cet-1675	75	12	sequential	sequential	ADJ
cet-1675	75	13	model	model	NOUN
cet-1675	75	14	sum	sum	NOUN
cet-1675	75	15	of	of	ADP
cet-1675	75	16	squares	square	NOUN
cet-1675	75	17	is	be	AUX
cet-1675	75	18	significant	significant	ADJ
cet-1675	75	19	.	.	PUNCT
cet-1675	76	1	based	base	VERB
cet-1675	76	2	on	on	ADP
cet-1675	76	3	the	the	DET
cet-1675	76	4	table	table	NOUN
cet-1675	76	5	3	3	NUM
cet-1675	76	6	,	,	PUNCT
cet-1675	76	7	the	the	DET
cet-1675	76	8	quadratic	quadratic	ADJ
cet-1675	76	9	model	model	NOUN
cet-1675	76	10	is	be	AUX
cet-1675	76	11	the	the	DET
cet-1675	76	12	best	good	ADJ
cet-1675	76	13	model	model	NOUN
cet-1675	76	14	to	to	PART
cet-1675	76	15	represent	represent	VERB
cet-1675	76	16	the	the	DET
cet-1675	76	17	relationship	relationship	NOUN
cet-1675	76	18	between	between	ADP
cet-1675	76	19	the	the	DET
cet-1675	76	20	factors	factor	NOUN
cet-1675	76	21	and	and	CCONJ
cet-1675	76	22	the	the	DET
cet-1675	76	23	response	response	NOUN
cet-1675	76	24	where	where	SCONJ
cet-1675	76	25	the	the	DET
cet-1675	76	26	p	p	PROPN
cet-1675	76	27	value	value	NOUN
cet-1675	76	28	was	be	AUX
cet-1675	76	29	lower	low	ADJ
cet-1675	76	30	than	than	ADP
cet-1675	76	31	0.0001	0.0001	NUM
cet-1675	76	32	.	.	PUNCT
cet-1675	77	1	another	another	DET
cet-1675	77	2	criterion	criterion	NOUN
cet-1675	77	3	that	that	PRON
cet-1675	77	4	also	also	ADV
cet-1675	77	5	needs	need	VERB
cet-1675	77	6	to	to	PART
cet-1675	77	7	be	be	AUX
cet-1675	77	8	considered	consider	VERB
cet-1675	77	9	is	be	AUX
cet-1675	77	10	the	the	DET
cet-1675	77	11	lack	lack	NOUN
cet-1675	77	12	-	-	PUNCT
cet-1675	77	13	of	of	ADP
cet-1675	77	14	-	-	PUNCT
cet-1675	77	15	fit	fit	NOUN
cet-1675	77	16	test	test	NOUN
cet-1675	77	17	.	.	PUNCT
cet-1675	78	1	the	the	DET
cet-1675	78	2	adequacy	adequacy	NOUN
cet-1675	78	3	of	of	ADP
cet-1675	78	4	the	the	DET
cet-1675	78	5	model	model	NOUN
cet-1675	78	6	is	be	AUX
cet-1675	78	7	rejected	reject	VERB
cet-1675	78	8	if	if	SCONJ
cet-1675	78	9	the	the	DET
cet-1675	78	10	model	model	NOUN
cet-1675	78	11	has	have	VERB
cet-1675	78	12	significant	significant	ADJ
cet-1675	78	13	lack	lack	NOUN
cet-1675	78	14	-	-	PUNCT
cet-1675	78	15	of	of	ADP
cet-1675	78	16	-	-	PUNCT
cet-1675	78	17	fit	fit	NOUN
cet-1675	78	18	.	.	PUNCT
cet-1675	79	1	based	base	VERB
cet-1675	79	2	on	on	ADP
cet-1675	79	3	table	table	NOUN
cet-1675	79	4	3	3	NUM
cet-1675	79	5	,	,	PUNCT
cet-1675	79	6	the	the	DET
cet-1675	79	7	highest	high	ADJ
cet-1675	79	8	order	order	NOUN
cet-1675	79	9	polynomial	polynomial	ADJ
cet-1675	79	10	model	model	NOUN
cet-1675	79	11	with	with	ADP
cet-1675	79	12	insignificant	insignificant	ADJ
cet-1675	79	13	lack	lack	NOUN
cet-1675	79	14	-	-	PUNCT
cet-1675	79	15	of	of	ADP
cet-1675	79	16	-	-	PUNCT
cet-1675	79	17	fit	fit	NOUN
cet-1675	79	18	is	be	AUX
cet-1675	79	19	cubic	cubic	ADJ
cet-1675	79	20	model	model	NOUN
cet-1675	79	21	.	.	PUNCT
cet-1675	80	1	the	the	DET
cet-1675	80	2	cubic	cubic	ADJ
cet-1675	80	3	model	model	NOUN
cet-1675	80	4	could	could	AUX
cet-1675	80	5	not	not	PART
cet-1675	80	6	be	be	AUX
cet-1675	80	7	used	use	VERB
cet-1675	80	8	for	for	ADP
cet-1675	80	9	further	further	ADJ
cet-1675	80	10	modelling	modelling	NOUN
cet-1675	80	11	of	of	ADP
cet-1675	80	12	the	the	DET
cet-1675	80	13	experimental	experimental	ADJ
cet-1675	80	14	data	datum	NOUN
cet-1675	80	15	because	because	SCONJ
cet-1675	80	16	the	the	DET
cet-1675	80	17	model	model	NOUN
cet-1675	80	18	was	be	AUX
cet-1675	80	19	found	find	VERB
cet-1675	80	20	to	to	PART
cet-1675	80	21	be	be	AUX
cet-1675	80	22	aliased	aliase	VERB
cet-1675	80	23	.	.	PUNCT
cet-1675	81	1	aliased	aliase	VERB
cet-1675	81	2	model	model	NOUN
cet-1675	81	3	occurs	occur	VERB
cet-1675	81	4	due	due	ADJ
cet-1675	81	5	to	to	ADP
cet-1675	81	6	lack	lack	NOUN
cet-1675	81	7	of	of	ADP
cet-1675	81	8	experimental	experimental	ADJ
cet-1675	81	9	run	run	NOUN
cet-1675	81	10	to	to	PART
cet-1675	81	11	independently	independently	ADV
cet-1675	81	12	estimate	estimate	VERB
cet-1675	81	13	all	all	DET
cet-1675	81	14	the	the	DET
cet-1675	81	15	terms	term	NOUN
cet-1675	81	16	for	for	ADP
cet-1675	81	17	that	that	DET
cet-1675	81	18	model	model	NOUN
cet-1675	81	19	(	(	PUNCT
cet-1675	81	20	tarangini	tarangini	PROPN
cet-1675	81	21	et	et	PROPN
cet-1675	81	22	al	al	PROPN
cet-1675	81	23	.	.	PROPN
cet-1675	81	24	,	,	PUNCT
cet-1675	81	25	2009	2009	NUM
cet-1675	81	26	)	)	PUNCT
cet-1675	81	27	.	.	PUNCT
cet-1675	82	1	the	the	DET
cet-1675	82	2	second	second	ADJ
cet-1675	82	3	highest	high	ADJ
cet-1675	82	4	order	order	NOUN
cet-1675	82	5	polynomial	polynomial	ADJ
cet-1675	82	6	model	model	NOUN
cet-1675	82	7	with	with	ADP
cet-1675	82	8	insignificant	insignificant	ADJ
cet-1675	82	9	lack	lack	NOUN
cet-1675	82	10	-	-	PUNCT
cet-1675	82	11	of	of	ADP
cet-1675	82	12	-	-	PUNCT
cet-1675	82	13	fit	fit	NOUN
cet-1675	82	14	must	must	AUX
cet-1675	82	15	be	be	AUX
cet-1675	82	16	selected	select	VERB
cet-1675	82	17	which	which	PRON
cet-1675	82	18	was	be	AUX
cet-1675	82	19	the	the	DET
cet-1675	82	20	quadratic	quadratic	ADJ
cet-1675	82	21	model	model	NOUN
cet-1675	82	22	.	.	PUNCT
cet-1675	83	1	a	a	DET
cet-1675	83	2	good	good	ADJ
cet-1675	83	3	model	model	NOUN
cet-1675	83	4	should	should	AUX
cet-1675	83	5	have	have	VERB
cet-1675	83	6	a	a	DET
cet-1675	83	7	low	low	ADJ
cet-1675	83	8	standard	standard	ADJ
cet-1675	83	9	deviation	deviation	NOUN
cet-1675	83	10	(	(	PUNCT
cet-1675	83	11	sd	sd	NOUN
cet-1675	83	12	)	)	PUNCT
cet-1675	83	13	,	,	PUNCT
cet-1675	83	14	high	high	ADJ
cet-1675	83	15	coefficient	coefficient	NOUN
cet-1675	83	16	of	of	ADP
cet-1675	83	17	determination	determination	NOUN
cet-1675	83	18	r	r	NOUN
cet-1675	83	19	-	-	PUNCT
cet-1675	83	20	squared	square	VERB
cet-1675	83	21	(	(	PUNCT
cet-1675	83	22	r2	r2	PROPN
cet-1675	83	23	)	)	PUNCT
cet-1675	83	24	(	(	PUNCT
cet-1675	83	25	raw	raw	ADJ
cet-1675	83	26	,	,	PUNCT
cet-1675	83	27	adjusted	adjust	VERB
cet-1675	83	28	,	,	PUNCT
cet-1675	83	29	and	and	CCONJ
cet-1675	83	30	predicted	predict	VERB
cet-1675	83	31	)	)	PUNCT
cet-1675	83	32	and	and	CCONJ
cet-1675	83	33	low	low	ADJ
cet-1675	83	34	1581	1581	NUM
cet-1675	83	35	press	press	NOUN
cet-1675	83	36	(	(	PUNCT
cet-1675	83	37	predicted	predict	VERB
cet-1675	83	38	residual	residual	ADJ
cet-1675	83	39	sum	sum	NOUN
cet-1675	83	40	of	of	ADP
cet-1675	83	41	squares	square	NOUN
cet-1675	83	42	)	)	PUNCT
cet-1675	83	43	(	(	PUNCT
cet-1675	83	44	feng	feng	PROPN
cet-1675	83	45	et	et	PROPN
cet-1675	83	46	al	al	PROPN
cet-1675	83	47	.	.	PROPN
cet-1675	83	48	,	,	PUNCT
cet-1675	83	49	2013	2013	NUM
cet-1675	83	50	)	)	PUNCT
cet-1675	83	51	.	.	PUNCT
cet-1675	84	1	based	base	VERB
cet-1675	84	2	on	on	ADP
cet-1675	84	3	table	table	NOUN
cet-1675	84	4	3	3	NUM
cet-1675	84	5	,	,	PUNCT
cet-1675	84	6	quadratic	quadratic	ADJ
cet-1675	84	7	model	model	NOUN
cet-1675	84	8	is	be	AUX
cet-1675	84	9	the	the	DET
cet-1675	84	10	best	good	ADJ
cet-1675	84	11	model	model	NOUN
cet-1675	84	12	to	to	PART
cet-1675	84	13	describe	describe	VERB
cet-1675	84	14	the	the	DET
cet-1675	84	15	relationship	relationship	NOUN
cet-1675	84	16	of	of	ADP
cet-1675	84	17	the	the	DET
cet-1675	84	18	factors	factor	NOUN
cet-1675	84	19	to	to	ADP
cet-1675	84	20	the	the	DET
cet-1675	84	21	response	response	NOUN
cet-1675	84	22	since	since	SCONJ
cet-1675	84	23	it	it	PRON
cet-1675	84	24	has	have	VERB
cet-1675	84	25	the	the	DET
cet-1675	84	26	lowest	low	ADJ
cet-1675	84	27	sd	sd	NOUN
cet-1675	84	28	,	,	PUNCT
cet-1675	84	29	highest	high	ADJ
cet-1675	84	30	r2	r2	PROPN
cet-1675	84	31	(	(	PUNCT
cet-1675	84	32	raw	raw	ADJ
cet-1675	84	33	,	,	PUNCT
cet-1675	84	34	adjusted	adjust	VERB
cet-1675	84	35	,	,	PUNCT
cet-1675	84	36	and	and	CCONJ
cet-1675	84	37	predicted	predict	VERB
cet-1675	84	38	)	)	PUNCT
cet-1675	84	39	,	,	PUNCT
cet-1675	84	40	and	and	CCONJ
cet-1675	84	41	lowest	low	ADJ
cet-1675	84	42	press	press	NOUN
cet-1675	84	43	.	.	PUNCT
cet-1675	85	1	it	it	PRON
cet-1675	85	2	can	can	AUX
cet-1675	85	3	be	be	AUX
cet-1675	85	4	concluded	conclude	VERB
cet-1675	85	5	that	that	SCONJ
cet-1675	85	6	quadratic	quadratic	ADJ
cet-1675	85	7	model	model	NOUN
cet-1675	85	8	is	be	AUX
cet-1675	85	9	the	the	DET
cet-1675	85	10	best	good	ADJ
cet-1675	85	11	polynomial	polynomial	ADJ
cet-1675	85	12	model	model	NOUN
cet-1675	85	13	to	to	PART
cet-1675	85	14	describe	describe	VERB
cet-1675	85	15	the	the	DET
cet-1675	85	16	relationship	relationship	NOUN
cet-1675	85	17	between	between	ADP
cet-1675	85	18	the	the	DET
cet-1675	85	19	independent	independent	ADJ
cet-1675	85	20	variables	variable	NOUN
cet-1675	85	21	and	and	CCONJ
cet-1675	85	22	the	the	DET
cet-1675	85	23	response	response	NOUN
cet-1675	85	24	.	.	PUNCT
cet-1675	86	1	the	the	DET
cet-1675	86	2	model	model	NOUN
cet-1675	86	3	was	be	AUX
cet-1675	86	4	analysed	analyse	VERB
cet-1675	86	5	via	via	ADP
cet-1675	86	6	analysis	analysis	NOUN
cet-1675	86	7	of	of	ADP
cet-1675	86	8	variances	variance	NOUN
cet-1675	86	9	(	(	PUNCT
cet-1675	86	10	anova	anova	PROPN
cet-1675	86	11	)	)	PUNCT
cet-1675	86	12	and	and	CCONJ
cet-1675	86	13	presented	present	VERB
cet-1675	86	14	in	in	ADP
cet-1675	86	15	table	table	NOUN
cet-1675	86	16	4	4	NUM
cet-1675	86	17	.	.	PUNCT
cet-1675	87	1	the	the	DET
cet-1675	87	2	model	model	NOUN
cet-1675	87	3	terms	term	NOUN
cet-1675	87	4	were	be	AUX
cet-1675	87	5	selected	select	VERB
cet-1675	87	6	based	base	VERB
cet-1675	87	7	on	on	ADP
cet-1675	87	8	the	the	DET
cet-1675	87	9	p	p	NOUN
cet-1675	87	10	value	value	NOUN
cet-1675	87	11	with	with	ADP
cet-1675	87	12	95	95	NUM
cet-1675	87	13	%	%	NOUN
cet-1675	87	14	confidence	confidence	NOUN
cet-1675	87	15	level	level	NOUN
cet-1675	87	16	.	.	PUNCT
cet-1675	88	1	model	model	NOUN
cet-1675	88	2	terms	term	NOUN
cet-1675	88	3	with	with	ADP
cet-1675	88	4	p	p	NOUN
cet-1675	88	5	value	value	NOUN
cet-1675	88	6	of	of	ADP
cet-1675	88	7	more	more	ADJ
cet-1675	88	8	than	than	ADP
cet-1675	88	9	0.05	0.05	NUM
cet-1675	88	10	were	be	AUX
cet-1675	88	11	considered	consider	VERB
cet-1675	88	12	insignificant	insignificant	ADJ
cet-1675	88	13	.	.	PUNCT
cet-1675	89	1	table	table	NOUN
cet-1675	89	2	3	3	NUM
cet-1675	89	3	:	:	PUNCT
cet-1675	89	4	summary	summary	NOUN
cet-1675	89	5	of	of	ADP
cet-1675	89	6	probability	probability	NOUN
cet-1675	89	7	values	value	NOUN
cet-1675	89	8	and	and	CCONJ
cet-1675	89	9	model	model	NOUN
cet-1675	89	10	summary	summary	NOUN
cet-1675	89	11	statistics	statistic	NOUN
cet-1675	89	12	source	source	NOUN
cet-1675	89	13	prob	prob	PROPN
cet-1675	89	14	>	>	X
cet-1675	89	15	f	f	PROPN
cet-1675	90	1	sd	sd	ADP
cet-1675	90	2	r2	r2	PROPN
cet-1675	90	3	adjusted	adjust	VERB
cet-1675	90	4	-	-	PUNCT
cet-1675	90	5	r2	r2	NOUN
cet-1675	90	6	predicted	predict	VERB
cet-1675	90	7	-	-	PUNCT
cet-1675	90	8	r2	r2	NOUN
cet-1675	90	9	press	press	NOUN
cet-1675	90	10	a	a	DET
cet-1675	90	11	b	b	PROPN
cet-1675	90	12	linear	linear	NOUN
cet-1675	90	13	0.0029	0.0029	PROPN
cet-1675	90	14	<	<	X
cet-1675	90	15	0.0001	0.0001	NUM
cet-1675	90	16	0.0842	0.0842	NUM
cet-1675	90	17	0.4902	0.4902	NUM
cet-1675	91	1	0.4016	0.4016	NUM
cet-1675	91	2	0.2707	0.2707	NUM
cet-1675	91	3	0.23	0.23	NUM
cet-1675	91	4	2fi	2fi	ADJ
cet-1675	91	5	0.9993	0.9993	NUM
cet-1675	91	6	<	<	X
cet-1675	91	7	0.0001	0.0001	NUM
cet-1675	91	8	0.0971	0.0971	NUM
cet-1675	91	9	0.4994	0.4994	NUM
cet-1675	91	10	0.2050	0.2050	NUM
cet-1675	91	11	-0.4455	-0.4455	NOUN
cet-1675	91	12	0.46	0.46	NUM
cet-1675	91	13	quadratic	quadratic	ADJ
cet-1675	91	14	(	(	PUNCT
cet-1675	91	15	suggested	suggest	VERB
cet-1675	91	16	)	)	PUNCT
cet-1675	91	17	<	<	X
cet-1675	91	18	0.0001	0.0001	NUM
cet-1675	91	19	0.1143	0.1143	NOUN
cet-1675	91	20	0.0072	0.0072	NUM
cet-1675	91	21	0.9979	0.9979	NUM
cet-1675	91	22	0.9956	0.9956	NUM
cet-1675	91	23	0.9824	0.9824	NUM
cet-1675	91	24	0.01	0.01	NUM
cet-1675	91	25	cubic	cubic	ADJ
cet-1675	91	26	(	(	PUNCT
cet-1675	91	27	aliased	aliased	ADJ
cet-1675	91	28	)	)	PUNCT
cet-1675	91	29	0.0723	0.0723	NUM
cet-1675	91	30	0.2929	0.2929	NUM
cet-1675	91	31	0.0043	0.0043	NUM
cet-1675	91	32	0.9997	0.9997	NUM
cet-1675	91	33	0.9985	0.9985	NUM
cet-1675	91	34	0.9327	0.9327	NUM
cet-1675	91	35	0.02	0.02	NUM
cet-1675	91	36	a	a	DET
cet-1675	91	37	=	=	PUNCT
cet-1675	91	38	sequential	sequential	ADJ
cet-1675	91	39	model	model	NOUN
cet-1675	91	40	sum	sum	NOUN
cet-1675	91	41	of	of	ADP
cet-1675	91	42	squares	square	NOUN
cet-1675	91	43	;	;	PUNCT
cet-1675	91	44	b	b	X
cet-1675	91	45	=	=	SYM
cet-1675	91	46	lack	lack	NOUN
cet-1675	91	47	-	-	PUNCT
cet-1675	91	48	of	of	ADP
cet-1675	91	49	-	-	PUNCT
cet-1675	91	50	fit	fit	ADJ
cet-1675	91	51	test	test	NOUN
cet-1675	91	52	relative	relative	ADJ
cet-1675	91	53	to	to	ADP
cet-1675	91	54	the	the	DET
cet-1675	91	55	pure	pure	ADJ
cet-1675	91	56	error	error	NOUN
cet-1675	91	57	table	table	NOUN
cet-1675	91	58	4	4	NUM
cet-1675	91	59	:	:	PUNCT
cet-1675	91	60	analysis	analysis	NOUN
cet-1675	91	61	of	of	ADP
cet-1675	91	62	variances	variance	NOUN
cet-1675	91	63	(	(	PUNCT
cet-1675	91	64	anova	anova	PROPN
cet-1675	91	65	)	)	PUNCT
cet-1675	91	66	for	for	ADP
cet-1675	91	67	the	the	DET
cet-1675	91	68	quadratic	quadratic	ADJ
cet-1675	91	69	model	model	NOUN
cet-1675	91	70	model	model	NOUN
cet-1675	91	71	terms	term	NOUN
cet-1675	91	72	sum	sum	VERB
cet-1675	91	73	of	of	ADP
cet-1675	91	74	square	square	ADJ
cet-1675	91	75	df	df	PROPN
cet-1675	91	76	mean	mean	PROPN
cet-1675	91	77	square	square	PROPN
cet-1675	91	78	f	f	PROPN
cet-1675	91	79	value	value	NOUN
cet-1675	91	80	prob	prob	PROPN
cet-1675	91	81	>	>	X
cet-1675	91	82	f	f	PROPN
cet-1675	92	1	a	a	DET
cet-1675	92	2	0.0012	0.0012	NUM
cet-1675	92	3	1	1	NUM
cet-1675	92	4	0.0012	0.0012	NUM
cet-1675	92	5	22.43	22.43	NUM
cet-1675	92	6	0.0004	0.0004	NUM
cet-1675	92	7	b	b	X
cet-1675	92	8	0.1329	0.1329	NUM
cet-1675	92	9	1	1	NUM
cet-1675	92	10	0.1329	0.1329	NUM
cet-1675	92	11	2,552.32	2,552.32	NUM
cet-1675	92	12	<	<	X
cet-1675	92	13	0.0001	0.0001	NUM
cet-1675	92	14	c	c	NOUN
cet-1675	92	15	0.0010	0.0010	NUM
cet-1675	92	16	1	1	NUM
cet-1675	92	17	0.0010	0.0010	NUM
cet-1675	92	18	18.45	18.45	NUM
cet-1675	92	19	0.0009	0.0009	NUM
cet-1675	92	20	d	d	X
cet-1675	92	21	0.0218	0.0218	NUM
cet-1675	92	22	1	1	NUM
cet-1675	92	23	0.0218	0.0218	NUM
cet-1675	92	24	419.03	419.03	NUM
cet-1675	92	25	<	<	SYM
cet-1675	92	26	0.0001	0.0001	NUM
cet-1675	92	27	a2	a2	PROPN
cet-1675	92	28	0.0033	0.0033	NUM
cet-1675	92	29	1	1	NUM
cet-1675	92	30	0.0033	0.0033	NUM
cet-1675	92	31	62.98	62.98	NUM
cet-1675	92	32	<	<	X
cet-1675	92	33	0.0001	0.0001	NUM
cet-1675	92	34	b2	b2	NOUN
cet-1675	92	35	0.0491	0.0491	NUM
cet-1675	92	36	1	1	NUM
cet-1675	92	37	0.0491	0.0491	NUM
cet-1675	92	38	943.13	943.13	NUM
cet-1675	92	39	<	<	SYM
cet-1675	92	40	0.0001	0.0001	NUM
cet-1675	92	41	c2	c2	PROPN
cet-1675	92	42	0.0001	0.0001	NUM
cet-1675	92	43	1	1	NUM
cet-1675	92	44	0.0001	0.0001	NUM
cet-1675	92	45	2.66	2.66	NUM
cet-1675	92	46	0.1266	0.1266	NUM
cet-1675	92	47	d2	d2	PROPN
cet-1675	92	48	0.0012	0.0012	NUM
cet-1675	92	49	1	1	NUM
cet-1675	92	50	0.0012	0.0012	NUM
cet-1675	92	51	23.79	23.79	NUM
cet-1675	92	52	0.0003	0.0003	NUM
cet-1675	92	53	ab	ab	PROPN
cet-1675	92	54	0.0001	0.0001	NUM
cet-1675	92	55	1	1	NUM
cet-1675	92	56	0.0001	0.0001	NUM
cet-1675	92	57	2.01	2.01	NUM
cet-1675	92	58	0.1800	0.1800	NUM
cet-1675	92	59	ac	ac	ADJ
cet-1675	92	60	0.0001	0.0001	NUM
cet-1675	92	61	1	1	NUM
cet-1675	92	62	0.0001	0.0001	NUM
cet-1675	92	63	1.71	1.71	NUM
cet-1675	92	64	0.2142	0.2142	NUM
cet-1675	92	65	ad	ad	NOUN
cet-1675	92	66	0.0003	0.0003	NUM
cet-1675	92	67	1	1	NUM
cet-1675	92	68	0.0003	0.0003	NUM
cet-1675	92	69	5.93	5.93	NUM
cet-1675	92	70	0.0300	0.0300	NUM
cet-1675	92	71	bc	bc	PROPN
cet-1675	92	72	0.0005	0.0005	NUM
cet-1675	92	73	1	1	NUM
cet-1675	92	74	0.0005	0.0005	NUM
cet-1675	92	75	10.40	10.40	NUM
cet-1675	92	76	0.0066	0.0066	NUM
cet-1675	92	77	bd	bd	PROPN
cet-1675	92	78	0.0013	0.0013	NUM
cet-1675	92	79	1	1	NUM
cet-1675	92	80	0.0013	0.0013	NUM
cet-1675	92	81	25.48	25.48	NUM
cet-1675	92	82	0.0002	0.0002	NUM
cet-1675	92	83	cd	cd	NOUN
cet-1675	92	84	0.0006	0.0006	NUM
cet-1675	92	85	1	1	NUM
cet-1675	92	86	0.0006	0.0006	NUM
cet-1675	92	87	10.86	10.86	NUM
cet-1675	92	88	0.0058	0.0058	NUM
cet-1675	92	89	based	base	VERB
cet-1675	92	90	on	on	ADP
cet-1675	92	91	table	table	NOUN
cet-1675	92	92	4	4	NUM
cet-1675	92	93	,	,	PUNCT
cet-1675	92	94	a	a	DET
cet-1675	92	95	,	,	PUNCT
cet-1675	92	96	b	b	NOUN
cet-1675	92	97	,	,	PUNCT
cet-1675	92	98	c	c	NOUN
cet-1675	92	99	,	,	PUNCT
cet-1675	92	100	d	d	PROPN
cet-1675	92	101	,	,	PUNCT
cet-1675	92	102	a2	a2	PROPN
cet-1675	92	103	,	,	PUNCT
cet-1675	92	104	b2	b2	NOUN
cet-1675	92	105	,	,	PUNCT
cet-1675	92	106	d2	d2	PROPN
cet-1675	92	107	,	,	PUNCT
cet-1675	92	108	ad	ad	NOUN
cet-1675	92	109	,	,	PUNCT
cet-1675	92	110	bc	bc	PROPN
cet-1675	92	111	,	,	PUNCT
cet-1675	92	112	bd	bd	PROPN
cet-1675	92	113	,	,	PUNCT
cet-1675	92	114	and	and	CCONJ
cet-1675	92	115	cd	cd	PROPN
cet-1675	92	116	are	be	AUX
cet-1675	92	117	significant	significant	ADJ
cet-1675	92	118	model	model	NOUN
cet-1675	92	119	terms	term	NOUN
cet-1675	92	120	.	.	PUNCT
cet-1675	93	1	the	the	DET
cet-1675	93	2	quadratic	quadratic	ADJ
cet-1675	93	3	regression	regression	NOUN
cet-1675	93	4	model	model	NOUN
cet-1675	93	5	bioethanol	bioethanol	NOUN
cet-1675	93	6	yield	yield	NOUN
cet-1675	93	7	of	of	ADP
cet-1675	93	8	bioethanol	bioethanol	NOUN
cet-1675	93	9	fermentation	fermentation	NOUN
cet-1675	93	10	from	from	ADP
cet-1675	93	11	palm	palm	NOUN
cet-1675	93	12	oil	oil	NOUN
cet-1675	93	13	residues	residue	NOUN
cet-1675	93	14	by	by	ADP
cet-1675	93	15	s.	s.	PROPN
cet-1675	93	16	cerevisiae	cerevisiae	PROPN
cet-1675	93	17	obtained	obtain	VERB
cet-1675	93	18	from	from	ADP
cet-1675	93	19	fcccd	fcccd	NOUN
cet-1675	93	20	design	design	NOUN
cet-1675	93	21	in	in	ADP
cet-1675	93	22	terms	term	NOUN
cet-1675	93	23	of	of	ADP
cet-1675	93	24	actual	actual	ADJ
cet-1675	93	25	factors	factor	NOUN
cet-1675	93	26	are	be	AUX
cet-1675	93	27	presented	present	VERB
cet-1675	93	28	in	in	ADP
cet-1675	93	29	eq(2	eq(2	PROPN
cet-1675	93	30	)	)	PUNCT
cet-1675	93	31	.	.	PUNCT
cet-1675	94	1	bioethanol	bioethanol	NOUN
cet-1675	94	2	yield	yield	NOUN
cet-1675	94	3	,	,	PUNCT
cet-1675	94	4	(	(	PUNCT
cet-1675	94	5	g	g	NOUN
cet-1675	94	6	/	/	SYM
cet-1675	94	7	g	g	NOUN
cet-1675	94	8	)	)	PUNCT
cet-1675	94	9	=	=	PUNCT
cet-1675	94	10	3.774	3.774	NUM
cet-1675	94	11	+	+	NOUN
cet-1675	94	12	1.176	1.176	NUM
cet-1675	94	13	(	(	PUNCT
cet-1675	94	14	opt	opt	PROPN
cet-1675	94	15	sap	sap	PROPN
cet-1675	94	16	:	:	PUNCT
cet-1675	94	17	pome	pome	PROPN
cet-1675	94	18	ratio	ratio	NOUN
cet-1675	94	19	)	)	PUNCT
cet-1675	95	1	+	+	CCONJ
cet-1675	95	2	1.216	1.216	NUM
cet-1675	95	3	(	(	PUNCT
cet-1675	95	4	inoculum	inoculum	NOUN
cet-1675	95	5	size	size	NOUN
cet-1675	95	6	)	)	PUNCT
cet-1675	96	1	+	+	CCONJ
cet-1675	96	2	0.180	0.180	NUM
cet-1675	96	3	(	(	PUNCT
cet-1675	96	4	ph	ph	PROPN
cet-1675	96	5	)	)	PUNCT
cet-1675	96	6	+	+	NUM
cet-1675	96	7	0.210	0.210	NUM
cet-1675	96	8	(	(	PUNCT
cet-1675	96	9	incubation	incubation	NOUN
cet-1675	96	10	time	time	NOUN
cet-1675	96	11	)	)	PUNCT
cet-1675	96	12	0.899	0.899	NUM
cet-1675	96	13	(	(	PUNCT
cet-1675	96	14	opt	opt	PROPN
cet-1675	96	15	sap	sap	PROPN
cet-1675	96	16	:	:	PUNCT
cet-1675	96	17	pome	pome	PROPN
cet-1675	96	18	ratio)2	ratio)2	X
cet-1675	96	19	0.139	0.139	NUM
cet-1675	96	20	(	(	PUNCT
cet-1675	96	21	inoculum	inoculum	NOUN
cet-1675	96	22	size)2	size)2	NOUN
cet-1675	96	23	0.022	0.022	NUM
cet-1675	96	24	(	(	PUNCT
cet-1675	96	25	incubation	incubation	NOUN
cet-1675	96	26	time)2	time)2	NOUN
cet-1675	96	27	+	+	CCONJ
cet-1675	96	28	0.022	0.022	NUM
cet-1675	96	29	(	(	PUNCT
cet-1675	96	30	opt	opt	PROPN
cet-1675	96	31	sap	sap	PROPN
cet-1675	96	32	:	:	PUNCT
cet-1675	96	33	pome	pome	PROPN
cet-1675	96	34	ratio)(incubation	ratio)(incubation	NOUN
cet-1675	96	35	time	time	NOUN
cet-1675	96	36	)	)	PUNCT
cet-1675	96	37	0.006	0.006	NUM
cet-1675	96	38	(	(	PUNCT
cet-1675	96	39	inoculum	inoculum	NOUN
cet-1675	96	40	size)(ph	size)(ph	PROPN
cet-1675	96	41	)	)	PUNCT
cet-1675	96	42	+	+	CCONJ
cet-1675	96	43	0.009	0.009	NUM
cet-1675	96	44	(	(	PUNCT
cet-1675	96	45	inoculum	inoculum	NOUN
cet-1675	96	46	size)(incubation	size)(incubation	NOUN
cet-1675	96	47	time	time	NOUN
cet-1675	96	48	)	)	PUNCT
cet-1675	96	49	0.005	0.005	NUM
cet-1675	96	50	(	(	PUNCT
cet-1675	96	51	ph)(incubation	ph)(incubation	NOUN
cet-1675	96	52	time	time	NOUN
cet-1675	96	53	)	)	PUNCT
cet-1675	96	54	(	(	PUNCT
cet-1675	96	55	2	2	X
cet-1675	96	56	)	)	PUNCT
cet-1675	97	1	3.2	3.2	NUM
cet-1675	97	2	optimum	optimum	ADJ
cet-1675	97	3	conditions	condition	NOUN
cet-1675	97	4	and	and	CCONJ
cet-1675	97	5	effect	effect	NOUN
cet-1675	97	6	of	of	ADP
cet-1675	97	7	process	process	NOUN
cet-1675	97	8	variables	variable	NOUN
cet-1675	97	9	in	in	ADP
cet-1675	97	10	order	order	NOUN
cet-1675	97	11	to	to	PART
cet-1675	97	12	get	get	VERB
cet-1675	97	13	the	the	DET
cet-1675	97	14	optimum	optimum	ADJ
cet-1675	97	15	process	process	NOUN
cet-1675	97	16	condition	condition	NOUN
cet-1675	98	1	,	,	PUNCT
cet-1675	98	2	numerical	numerical	ADJ
cet-1675	98	3	optimisation	optimisation	NOUN
cet-1675	98	4	was	be	AUX
cet-1675	98	5	applied	apply	VERB
cet-1675	98	6	.	.	PUNCT
cet-1675	99	1	it	it	PRON
cet-1675	99	2	was	be	AUX
cet-1675	99	3	found	find	VERB
cet-1675	99	4	that	that	SCONJ
cet-1675	99	5	the	the	DET
cet-1675	99	6	highest	high	ADJ
cet-1675	99	7	possible	possible	ADJ
cet-1675	99	8	bioethanol	bioethanol	NOUN
cet-1675	99	9	yield	yield	NOUN
cet-1675	99	10	could	could	AUX
cet-1675	99	11	be	be	AUX
cet-1675	99	12	obtained	obtain	VERB
cet-1675	99	13	when	when	SCONJ
cet-1675	99	14	the	the	DET
cet-1675	99	15	process	process	NOUN
cet-1675	99	16	conditions	condition	NOUN
cet-1675	99	17	are	be	AUX
cet-1675	99	18	at	at	ADP
cet-1675	99	19	opt	opt	PROPN
cet-1675	99	20	sap	sap	PROPN
cet-1675	99	21	to	to	ADP
cet-1675	99	22	pome	pome	NOUN
cet-1675	99	23	ratio	ratio	NOUN
cet-1675	99	24	of	of	ADP
cet-1675	99	25	63	63	NUM
cet-1675	99	26	:	:	SYM
cet-1675	99	27	37	37	NUM
cet-1675	99	28	,	,	PUNCT
cet-1675	99	29	inoculum	inoculum	NOUN
cet-1675	99	30	size	size	NOUN
cet-1675	99	31	of	of	ADP
cet-1675	99	32	4.3	4.3	NUM
cet-1675	99	33	vol%	vol%	NOUN
cet-1675	99	34	,	,	PUNCT
cet-1675	99	35	initial	initial	ADJ
cet-1675	99	36	ph	ph	NOUN
cet-1675	99	37	of	of	ADP
cet-1675	99	38	8.0	8.0	NUM
cet-1675	99	39	,	,	PUNCT
cet-1675	99	40	and	and	CCONJ
cet-1675	99	41	at	at	ADP
cet-1675	99	42	118	118	NUM
cet-1675	99	43	h	h	NOUN
cet-1675	99	44	of	of	ADP
cet-1675	99	45	incubation	incubation	NOUN
cet-1675	99	46	time	time	NOUN
cet-1675	99	47	.	.	PUNCT
cet-1675	100	1	by	by	ADP
cet-1675	100	2	performing	perform	VERB
cet-1675	100	3	the	the	DET
cet-1675	100	4	fermentation	fermentation	NOUN
cet-1675	100	5	at	at	ADP
cet-1675	100	6	the	the	DET
cet-1675	100	7	suggested	suggest	VERB
cet-1675	100	8	condition	condition	NOUN
cet-1675	100	9	,	,	PUNCT
cet-1675	100	10	0.453	0.453	NUM
cet-1675	100	11	g	g	NOUN
cet-1675	100	12	/	/	SYM
cet-1675	100	13	g	g	NOUN
cet-1675	100	14	bioethanol	bioethanol	NOUN
cet-1675	100	15	yield	yield	NOUN
cet-1675	100	16	could	could	AUX
cet-1675	100	17	be	be	AUX
cet-1675	100	18	expected	expect	VERB
cet-1675	100	19	.	.	PUNCT
cet-1675	101	1	from	from	ADP
cet-1675	101	2	the	the	DET
cet-1675	101	3	anova	anova	PROPN
cet-1675	101	4	test	test	NOUN
cet-1675	101	5	(	(	PUNCT
cet-1675	101	6	table	table	NOUN
cet-1675	101	7	4	4	NUM
cet-1675	101	8	)	)	PUNCT
cet-1675	101	9	,	,	PUNCT
cet-1675	101	10	only	only	ADV
cet-1675	101	11	four	four	NUM
cet-1675	101	12	interaction	interaction	NOUN
cet-1675	101	13	terms	term	NOUN
cet-1675	101	14	between	between	ADP
cet-1675	101	15	the	the	DET
cet-1675	101	16	factors	factor	NOUN
cet-1675	101	17	were	be	AUX
cet-1675	101	18	significant	significant	ADJ
cet-1675	101	19	on	on	ADP
cet-1675	101	20	influencing	influence	VERB
cet-1675	101	21	the	the	DET
cet-1675	101	22	bioethanol	bioethanol	NOUN
cet-1675	101	23	yield	yield	NOUN
cet-1675	101	24	during	during	ADP
cet-1675	101	25	the	the	DET
cet-1675	101	26	fermentation	fermentation	NOUN
cet-1675	101	27	.	.	PUNCT
cet-1675	102	1	they	they	PRON
cet-1675	102	2	were	be	AUX
cet-1675	102	3	coded	code	VERB
cet-1675	102	4	as	as	ADP
cet-1675	102	5	ad	ad	NOUN
cet-1675	102	6	,	,	PUNCT
cet-1675	102	7	bc	bc	PROPN
cet-1675	102	8	,	,	PUNCT
cet-1675	102	9	bd	bd	PROPN
cet-1675	102	10	,	,	PUNCT
cet-1675	102	11	and	and	CCONJ
cet-1675	102	12	cd	cd	PROPN
cet-1675	102	13	,	,	PUNCT
cet-1675	102	14	which	which	PRON
cet-1675	102	15	represented	represent	VERB
cet-1675	102	16	the	the	DET
cet-1675	102	17	interaction	interaction	NOUN
cet-1675	102	18	between	between	ADP
cet-1675	102	19	the	the	DET
cet-1675	102	20	opt	opt	PROPN
cet-1675	102	21	sap	sap	PROPN
cet-1675	102	22	to	to	ADP
cet-1675	102	23	pome	pome	NOUN
cet-1675	102	24	ratio	ratio	NOUN
cet-1675	102	25	and	and	CCONJ
cet-1675	102	26	incubation	incubation	NOUN
cet-1675	102	27	time	time	NOUN
cet-1675	102	28	,	,	PUNCT
cet-1675	102	29	the	the	DET
cet-1675	102	30	inoculum	inoculum	NOUN
cet-1675	102	31	size	size	NOUN
cet-1675	102	32	and	and	CCONJ
cet-1675	102	33	initial	initial	ADJ
cet-1675	102	34	ph	ph	VERB
cet-1675	102	35	,	,	PUNCT
cet-1675	102	36	the	the	DET
cet-1675	102	37	inoculum	inoculum	NOUN
cet-1675	102	38	size	size	NOUN
cet-1675	102	39	and	and	CCONJ
cet-1675	102	40	incubation	incubation	NOUN
cet-1675	102	41	time	time	NOUN
cet-1675	102	42	,	,	PUNCT
cet-1675	102	43	and	and	CCONJ
cet-1675	102	44	the	the	DET
cet-1675	102	45	initial	initial	ADJ
cet-1675	102	46	ph	ph	NOUN
cet-1675	102	47	and	and	CCONJ
cet-1675	102	48	incubation	incubation	NOUN
cet-1675	102	49	time	time	NOUN
cet-1675	102	50	.	.	PUNCT
cet-1675	103	1	the	the	DET
cet-1675	103	2	visualisation	visualisation	NOUN
cet-1675	103	3	of	of	ADP
cet-1675	103	4	the	the	DET
cet-1675	103	5	predicted	predict	VERB
cet-1675	103	6	models	model	NOUN
cet-1675	103	7	(	(	PUNCT
cet-1675	103	8	eq(2	eq(2	NOUN
cet-1675	103	9	)	)	PUNCT
cet-1675	103	10	)	)	PUNCT
cet-1675	103	11	on	on	ADP
cet-1675	103	12	the	the	DET
cet-1675	103	13	bioethanol	bioethanol	NOUN
cet-1675	103	14	yield	yield	NOUN
cet-1675	103	15	for	for	ADP
cet-1675	103	16	each	each	DET
cet-1675	103	17	significant	significant	ADJ
cet-1675	103	18	interaction	interaction	NOUN
cet-1675	103	19	terms	term	NOUN
cet-1675	103	20	is	be	AUX
cet-1675	103	21	shown	show	VERB
cet-1675	103	22	in	in	ADP
cet-1675	103	23	figure	figure	NOUN
cet-1675	103	24	1	1	NUM
cet-1675	103	25	in	in	ADP
cet-1675	103	26	the	the	DET
cet-1675	103	27	form	form	NOUN
cet-1675	103	28	of	of	ADP
cet-1675	103	29	contour	contour	NOUN
cet-1675	103	30	plots	plot	NOUN
cet-1675	103	31	where	where	SCONJ
cet-1675	103	32	the	the	DET
cet-1675	103	33	line	line	NOUN
cet-1675	103	34	of	of	ADP
cet-1675	103	35	constant	constant	ADJ
cet-1675	103	36	response	response	NOUN
cet-1675	103	37	are	be	AUX
cet-1675	103	38	drawn	draw	VERB
cet-1675	103	39	on	on	ADP
cet-1675	103	40	the	the	DET
cet-1675	103	41	plane	plane	NOUN
cet-1675	103	42	of	of	ADP
cet-1675	103	43	independent	independent	ADJ
cet-1675	103	44	variables	variable	NOUN
cet-1675	103	45	.	.	PUNCT
cet-1675	104	1	the	the	DET
cet-1675	104	2	contour	contour	NOUN
cet-1675	104	3	plots	plot	NOUN
cet-1675	104	4	of	of	ADP
cet-1675	104	5	interaction	interaction	NOUN
cet-1675	104	6	between	between	ADP
cet-1675	104	7	opt	opt	PROPN
cet-1675	104	8	sap	sap	PROPN
cet-1675	104	9	to	to	ADP
cet-1675	104	10	pome	pome	NOUN
cet-1675	104	11	ratio	ratio	NOUN
cet-1675	104	12	and	and	CCONJ
cet-1675	104	13	incubation	incubation	NOUN
cet-1675	104	14	time	time	NOUN
cet-1675	104	15	(	(	PUNCT
cet-1675	104	16	figure	figure	NOUN
cet-1675	104	17	1	1	NUM
cet-1675	104	18	(	(	PUNCT
cet-1675	104	19	a	a	NOUN
cet-1675	104	20	)	)	PUNCT
cet-1675	104	21	)	)	PUNCT
cet-1675	104	22	,	,	PUNCT
cet-1675	104	23	inoculum	inoculum	NOUN
cet-1675	104	24	size	size	NOUN
cet-1675	104	25	and	and	CCONJ
cet-1675	104	26	incubation	incubation	NOUN
cet-1675	104	27	time	time	NOUN
cet-1675	104	28	(	(	PUNCT
cet-1675	104	29	figure	figure	NOUN
cet-1675	104	30	1	1	NUM
cet-1675	104	31	(	(	PUNCT
cet-1675	104	32	b	b	NOUN
cet-1675	104	33	)	)	PUNCT
cet-1675	104	34	)	)	PUNCT
cet-1675	104	35	,	,	PUNCT
cet-1675	104	36	and	and	CCONJ
cet-1675	104	37	initial	initial	ADJ
cet-1675	104	38	ph	ph	NOUN
cet-1675	104	39	and	and	CCONJ
cet-1675	104	40	incubation	incubation	NOUN
cet-1675	104	41	time	time	NOUN
cet-1675	104	42	(	(	PUNCT
cet-1675	104	43	figure	figure	NOUN
cet-1675	104	44	1	1	NUM
cet-1675	104	45	(	(	PUNCT
cet-1675	104	46	c	c	NOUN
cet-1675	104	47	)	)	PUNCT
cet-1675	104	48	)	)	PUNCT
cet-1675	104	49	on	on	ADP
cet-1675	104	50	the	the	DET
cet-1675	104	51	bioethanol	bioethanol	NOUN
cet-1675	104	52	yield	yield	NOUN
cet-1675	104	53	are	be	AUX
cet-1675	104	54	part	part	NOUN
cet-1675	104	55	of	of	ADP
cet-1675	104	56	parabolic	parabolic	ADJ
cet-1675	104	57	cylinder	cylinder	NOUN
cet-1675	104	58	.	.	PUNCT
cet-1675	105	1	1582	1582	NUM
cet-1675	106	1	these	these	PRON
cet-1675	106	2	show	show	VERB
cet-1675	106	3	that	that	SCONJ
cet-1675	106	4	all	all	DET
cet-1675	106	5	those	those	DET
cet-1675	106	6	interaction	interaction	NOUN
cet-1675	106	7	showed	show	VERB
cet-1675	106	8	a	a	DET
cet-1675	106	9	maximum	maximum	ADJ
cet-1675	106	10	ridge	ridge	NOUN
cet-1675	106	11	in	in	ADP
cet-1675	106	12	the	the	DET
cet-1675	106	13	experimental	experimental	ADJ
cet-1675	106	14	domain	domain	NOUN
cet-1675	106	15	(	(	PUNCT
cet-1675	106	16	amari	amari	PROPN
cet-1675	106	17	et	et	PROPN
cet-1675	106	18	al	al	PROPN
cet-1675	106	19	.	.	PROPN
cet-1675	106	20	,	,	PUNCT
cet-1675	106	21	2008	2008	NUM
cet-1675	106	22	)	)	PUNCT
cet-1675	106	23	.	.	PUNCT
cet-1675	107	1	the	the	DET
cet-1675	107	2	contour	contour	NOUN
cet-1675	107	3	plot	plot	NOUN
cet-1675	107	4	of	of	ADP
cet-1675	107	5	interaction	interaction	NOUN
cet-1675	107	6	between	between	ADP
cet-1675	107	7	inoculum	inoculum	NOUN
cet-1675	107	8	size	size	NOUN
cet-1675	107	9	and	and	CCONJ
cet-1675	107	10	initial	initial	ADJ
cet-1675	107	11	ph	ph	NOUN
cet-1675	107	12	on	on	ADP
cet-1675	107	13	bioethanol	bioethanol	NOUN
cet-1675	107	14	yield	yield	NOUN
cet-1675	107	15	(	(	PUNCT
cet-1675	107	16	figure	figure	NOUN
cet-1675	107	17	1	1	NUM
cet-1675	107	18	(	(	PUNCT
cet-1675	107	19	d	d	NOUN
cet-1675	107	20	)	)	PUNCT
cet-1675	107	21	)	)	PUNCT
cet-1675	107	22	displayed	display	VERB
cet-1675	107	23	a	a	DET
cet-1675	107	24	part	part	NOUN
cet-1675	107	25	of	of	ADP
cet-1675	107	26	ellipses	ellipsis	NOUN
cet-1675	107	27	pattern	pattern	NOUN
cet-1675	107	28	.	.	PUNCT
cet-1675	108	1	an	an	DET
cet-1675	108	2	elliptical	elliptical	ADJ
cet-1675	108	3	contour	contour	NOUN
cet-1675	108	4	plot	plot	NOUN
cet-1675	108	5	means	mean	VERB
cet-1675	108	6	that	that	SCONJ
cet-1675	108	7	the	the	DET
cet-1675	108	8	centre	centre	NOUN
cet-1675	108	9	of	of	ADP
cet-1675	108	10	the	the	DET
cet-1675	108	11	plot	plot	NOUN
cet-1675	108	12	showed	show	VERB
cet-1675	108	13	a	a	DET
cet-1675	108	14	maximum	maximum	ADJ
cet-1675	108	15	response	response	NOUN
cet-1675	108	16	as	as	SCONJ
cet-1675	108	17	described	describe	VERB
cet-1675	108	18	by	by	ADP
cet-1675	108	19	bas	bas	PROPN
cet-1675	108	20	and	and	CCONJ
cet-1675	108	21	boyacı	boyacı	NOUN
cet-1675	108	22	(	(	PUNCT
cet-1675	108	23	2007	2007	NUM
cet-1675	108	24	)	)	PUNCT
cet-1675	108	25	.	.	PUNCT
cet-1675	109	1	it	it	PRON
cet-1675	109	2	can	can	AUX
cet-1675	109	3	be	be	AUX
cet-1675	109	4	seen	see	VERB
cet-1675	109	5	that	that	SCONJ
cet-1675	109	6	higher	high	ADJ
cet-1675	109	7	bioethanol	bioethanol	NOUN
cet-1675	109	8	was	be	AUX
cet-1675	109	9	achieved	achieve	VERB
cet-1675	109	10	as	as	ADP
cet-1675	109	11	the	the	DET
cet-1675	109	12	opt	opt	PROPN
cet-1675	109	13	sap	sap	PROPN
cet-1675	109	14	to	to	ADP
cet-1675	109	15	pome	pome	PROPN
cet-1675	109	16	ratio	ratio	NOUN
cet-1675	109	17	,	,	PUNCT
cet-1675	109	18	inoculum	inoculum	NOUN
cet-1675	109	19	size	size	NOUN
cet-1675	109	20	,	,	PUNCT
cet-1675	109	21	and	and	CCONJ
cet-1675	109	22	initial	initial	ADJ
cet-1675	109	23	medium	medium	ADJ
cet-1675	109	24	ph	ph	ADJ
cet-1675	109	25	approach	approach	NOUN
cet-1675	109	26	at	at	ADP
cet-1675	109	27	around	around	ADP
cet-1675	109	28	63	63	NUM
cet-1675	109	29	%	%	NOUN
cet-1675	109	30	,	,	PUNCT
cet-1675	109	31	4.3	4.3	NUM
cet-1675	109	32	%	%	NOUN
cet-1675	109	33	,	,	PUNCT
cet-1675	109	34	and	and	CCONJ
cet-1675	109	35	8.0	8.0	NUM
cet-1675	109	36	and	and	CCONJ
cet-1675	109	37	it	it	PRON
cet-1675	109	38	declined	decline	VERB
cet-1675	109	39	beyond	beyond	ADP
cet-1675	109	40	these	these	DET
cet-1675	109	41	values	value	NOUN
cet-1675	109	42	.	.	PUNCT
cet-1675	110	1	(	(	PUNCT
cet-1675	110	2	a	a	X
cet-1675	110	3	)	)	PUNCT
cet-1675	110	4	(	(	PUNCT
cet-1675	110	5	b	b	X
cet-1675	110	6	)	)	PUNCT
cet-1675	110	7	(	(	PUNCT
cet-1675	110	8	c	c	X
cet-1675	110	9	)	)	PUNCT
cet-1675	110	10	(	(	PUNCT
cet-1675	110	11	d	d	X
cet-1675	110	12	)	)	PUNCT
cet-1675	110	13	figure	figure	NOUN
cet-1675	110	14	1	1	NUM
cet-1675	110	15	:	:	PUNCT
cet-1675	110	16	contour	contour	NOUN
cet-1675	110	17	plot	plot	NOUN
cet-1675	110	18	of	of	ADP
cet-1675	110	19	bioethanol	bioethanol	NOUN
cet-1675	110	20	yield	yield	NOUN
cet-1675	110	21	as	as	ADP
cet-1675	110	22	a	a	DET
cet-1675	110	23	function	function	NOUN
cet-1675	110	24	of	of	ADP
cet-1675	110	25	interaction	interaction	NOUN
cet-1675	110	26	between	between	ADP
cet-1675	110	27	variables	variable	NOUN
cet-1675	110	28	(	(	PUNCT
cet-1675	110	29	opt	opt	VERB
cet-1675	110	30	sap	sap	PROPN
cet-1675	110	31	to	to	ADP
cet-1675	110	32	pome	pome	PROPN
cet-1675	110	33	ratio	ratio	NOUN
cet-1675	110	34	,	,	PUNCT
cet-1675	110	35	incubation	incubation	NOUN
cet-1675	110	36	time	time	NOUN
cet-1675	110	37	,	,	PUNCT
cet-1675	110	38	initial	initial	ADJ
cet-1675	110	39	ph	ph	VERB
cet-1675	110	40	,	,	PUNCT
cet-1675	110	41	and	and	CCONJ
cet-1675	110	42	inoculum	inoculum	NOUN
cet-1675	110	43	size	size	NOUN
cet-1675	110	44	)	)	PUNCT
cet-1675	110	45	3.3	3.3	NUM
cet-1675	110	46	validation	validation	NOUN
cet-1675	110	47	of	of	ADP
cet-1675	110	48	the	the	DET
cet-1675	110	49	model	model	NOUN
cet-1675	110	50	the	the	DET
cet-1675	110	51	result	result	NOUN
cet-1675	110	52	suggested	suggest	VERB
cet-1675	110	53	that	that	SCONJ
cet-1675	110	54	fermentation	fermentation	NOUN
cet-1675	110	55	at	at	ADP
cet-1675	110	56	the	the	DET
cet-1675	110	57	optimum	optimum	ADJ
cet-1675	110	58	condition	condition	NOUN
cet-1675	110	59	would	would	AUX
cet-1675	110	60	produce	produce	VERB
cet-1675	110	61	bioethanol	bioethanol	NOUN
cet-1675	110	62	yield	yield	NOUN
cet-1675	110	63	at	at	ADP
cet-1675	110	64	0.453	0.453	NUM
cet-1675	110	65	g	g	NOUN
cet-1675	110	66	/	/	SYM
cet-1675	110	67	g.	g.	NOUN
cet-1675	110	68	in	in	ADP
cet-1675	110	69	order	order	NOUN
cet-1675	110	70	to	to	PART
cet-1675	110	71	evaluate	evaluate	VERB
cet-1675	110	72	the	the	DET
cet-1675	110	73	accuracy	accuracy	NOUN
cet-1675	110	74	and	and	CCONJ
cet-1675	110	75	validate	validate	VERB
cet-1675	110	76	the	the	DET
cet-1675	110	77	suggested	suggest	VERB
cet-1675	110	78	optimum	optimum	ADJ
cet-1675	110	79	point	point	NOUN
cet-1675	110	80	,	,	PUNCT
cet-1675	110	81	five	five	NUM
cet-1675	110	82	additional	additional	ADJ
cet-1675	110	83	experimental	experimental	ADJ
cet-1675	110	84	runs	run	NOUN
cet-1675	110	85	were	be	AUX
cet-1675	110	86	carried	carry	VERB
cet-1675	110	87	out	out	ADP
cet-1675	110	88	at	at	ADP
cet-1675	110	89	that	that	DET
cet-1675	110	90	point	point	NOUN
cet-1675	110	91	.	.	PUNCT
cet-1675	111	1	in	in	ADP
cet-1675	111	2	order	order	NOUN
cet-1675	111	3	to	to	PART
cet-1675	111	4	compare	compare	VERB
cet-1675	111	5	the	the	DET
cet-1675	111	6	experimental	experimental	ADJ
cet-1675	111	7	and	and	CCONJ
cet-1675	111	8	predicted	predict	VERB
cet-1675	111	9	data	datum	NOUN
cet-1675	111	10	,	,	PUNCT
cet-1675	111	11	the	the	DET
cet-1675	111	12	ranges	range	NOUN
cet-1675	111	13	of	of	ADP
cet-1675	111	14	95	95	NUM
cet-1675	111	15	%	%	NOUN
cet-1675	111	16	confidence	confidence	NOUN
cet-1675	111	17	level	level	NOUN
cet-1675	111	18	were	be	AUX
cet-1675	111	19	also	also	ADV
cet-1675	111	20	determined	determine	VERB
cet-1675	111	21	.	.	PUNCT
cet-1675	112	1	all	all	DET
cet-1675	112	2	the	the	DET
cet-1675	112	3	statistical	statistical	ADJ
cet-1675	112	4	data	datum	NOUN
cet-1675	112	5	were	be	AUX
cet-1675	112	6	calculated	calculate	VERB
cet-1675	112	7	using	use	VERB
cet-1675	112	8	ibm	ibm	PROPN
cet-1675	112	9	spss	spss	PROPN
cet-1675	112	10	statistics	statistics	PROPN
cet-1675	112	11	version	version	PROPN
cet-1675	112	12	21	21	NUM
cet-1675	112	13	software	software	NOUN
cet-1675	112	14	(	(	PUNCT
cet-1675	112	15	ibm	ibm	PROPN
cet-1675	112	16	,	,	PUNCT
cet-1675	112	17	2012	2012	NUM
cet-1675	112	18	)	)	PUNCT
cet-1675	112	19	.	.	PUNCT
cet-1675	113	1	it	it	PRON
cet-1675	113	2	was	be	AUX
cet-1675	113	3	found	find	VERB
cet-1675	113	4	that	that	SCONJ
cet-1675	113	5	the	the	DET
cet-1675	113	6	range	range	NOUN
cet-1675	113	7	of	of	ADP
cet-1675	113	8	bioethanol	bioethanol	NOUN
cet-1675	113	9	yield	yield	NOUN
cet-1675	113	10	within	within	ADP
cet-1675	113	11	95	95	NUM
cet-1675	113	12	%	%	NOUN
cet-1675	113	13	confidence	confidence	NOUN
cet-1675	113	14	level	level	NOUN
cet-1675	113	15	1583	1583	NUM
cet-1675	113	16	was	be	AUX
cet-1675	113	17	0.448	0.448	NUM
cet-1675	113	18	–	–	PUNCT
cet-1675	113	19	0.457	0.457	NUM
cet-1675	113	20	g	g	NOUN
cet-1675	113	21	/	/	SYM
cet-1675	113	22	g.	g.	NOUN
cet-1675	113	23	since	since	SCONJ
cet-1675	113	24	the	the	DET
cet-1675	113	25	predicted	predict	VERB
cet-1675	113	26	data	datum	NOUN
cet-1675	113	27	were	be	AUX
cet-1675	113	28	within	within	ADP
cet-1675	113	29	the	the	DET
cet-1675	113	30	tested	test	VERB
cet-1675	113	31	ranges	range	NOUN
cet-1675	113	32	,	,	PUNCT
cet-1675	113	33	it	it	PRON
cet-1675	113	34	can	can	AUX
cet-1675	113	35	be	be	AUX
cet-1675	113	36	concluded	conclude	VERB
cet-1675	113	37	that	that	SCONJ
cet-1675	113	38	there	there	PRON
cet-1675	113	39	is	be	VERB
cet-1675	113	40	no	no	DET
cet-1675	113	41	difference	difference	NOUN
cet-1675	113	42	between	between	ADP
cet-1675	113	43	the	the	DET
cet-1675	113	44	experimental	experimental	ADJ
cet-1675	113	45	values	value	NOUN
cet-1675	113	46	and	and	CCONJ
cet-1675	113	47	the	the	DET
cet-1675	113	48	predicted	predict	VERB
cet-1675	113	49	data	datum	NOUN
cet-1675	113	50	within	within	ADP
cet-1675	113	51	95	95	NUM
cet-1675	113	52	%	%	NOUN
cet-1675	113	53	confidence	confidence	NOUN
cet-1675	113	54	level	level	NOUN
cet-1675	113	55	and	and	CCONJ
cet-1675	113	56	that	that	SCONJ
cet-1675	113	57	the	the	DET
cet-1675	113	58	optimum	optimum	ADJ
cet-1675	113	59	condition	condition	NOUN
cet-1675	113	60	as	as	SCONJ
cet-1675	113	61	suggested	suggest	VERB
cet-1675	113	62	by	by	ADP
cet-1675	113	63	rsm	rsm	PROPN
cet-1675	113	64	is	be	AUX
cet-1675	113	65	valid	valid	ADJ
cet-1675	113	66	(	(	PUNCT
cet-1675	113	67	amari	amari	PROPN
cet-1675	113	68	et	et	PROPN
cet-1675	113	69	al	al	PROPN
cet-1675	113	70	.	.	PROPN
cet-1675	113	71	,	,	PUNCT
cet-1675	113	72	2008	2008	NUM
cet-1675	113	73	)	)	PUNCT
cet-1675	113	74	.	.	PUNCT
cet-1675	114	1	as	as	ADP
cet-1675	114	2	comparison	comparison	NOUN
cet-1675	114	3	,	,	PUNCT
cet-1675	114	4	from	from	ADP
cet-1675	114	5	our	our	PRON
cet-1675	114	6	previous	previous	ADJ
cet-1675	114	7	study	study	NOUN
cet-1675	114	8	(	(	PUNCT
cet-1675	114	9	samsudin	samsudin	VERB
cet-1675	114	10	and	and	CCONJ
cet-1675	114	11	don	don	NOUN
cet-1675	114	12	2014	2014	NUM
cet-1675	114	13	)	)	PUNCT
cet-1675	114	14	,	,	PUNCT
cet-1675	114	15	after	after	ADP
cet-1675	114	16	optimisation	optimisation	NOUN
cet-1675	114	17	using	use	VERB
cet-1675	114	18	ofat	ofat	NOUN
cet-1675	114	19	method	method	NOUN
cet-1675	114	20	,	,	PUNCT
cet-1675	114	21	on	on	ADP
cet-1675	114	22	average	average	ADJ
cet-1675	114	23	,	,	PUNCT
cet-1675	114	24	0.428	0.428	NUM
cet-1675	114	25	g	g	NOUN
cet-1675	114	26	/	/	SYM
cet-1675	114	27	g	g	NOUN
cet-1675	114	28	bioethanol	bioethanol	NOUN
cet-1675	114	29	yield	yield	NOUN
cet-1675	114	30	was	be	AUX
cet-1675	114	31	achieved	achieve	VERB
cet-1675	114	32	,	,	PUNCT
cet-1675	114	33	while	while	SCONJ
cet-1675	114	34	after	after	ADP
cet-1675	114	35	this	this	DET
cet-1675	114	36	rsm	rsm	PROPN
cet-1675	114	37	optimization	optimization	NOUN
cet-1675	114	38	,	,	PUNCT
cet-1675	114	39	on	on	ADP
cet-1675	114	40	average	average	ADJ
cet-1675	114	41	,	,	PUNCT
cet-1675	114	42	bioethanol	bioethanol	NOUN
cet-1675	114	43	yield	yield	NOUN
cet-1675	114	44	was	be	AUX
cet-1675	114	45	around	around	ADV
cet-1675	114	46	0.453	0.453	NUM
cet-1675	114	47	g	g	NOUN
cet-1675	114	48	/	/	SYM
cet-1675	114	49	g	g	NOUN
cet-1675	114	50	,	,	PUNCT
cet-1675	114	51	an	an	DET
cet-1675	114	52	improvement	improvement	NOUN
cet-1675	114	53	of	of	ADP
cet-1675	114	54	5.77	5.77	NUM
cet-1675	114	55	%	%	NOUN
cet-1675	114	56	.	.	PUNCT
cet-1675	115	1	4	4	X
cet-1675	115	2	.	.	X
cet-1675	115	3	conclusion	conclusion	NOUN
cet-1675	115	4	the	the	DET
cet-1675	115	5	present	present	ADJ
cet-1675	115	6	study	study	NOUN
cet-1675	115	7	revealed	reveal	VERB
cet-1675	115	8	that	that	SCONJ
cet-1675	115	9	the	the	DET
cet-1675	115	10	bioethanol	bioethanol	NOUN
cet-1675	115	11	fermentation	fermentation	NOUN
cet-1675	115	12	condition	condition	NOUN
cet-1675	115	13	significantly	significantly	ADV
cet-1675	115	14	influenced	influence	VERB
cet-1675	115	15	the	the	DET
cet-1675	115	16	bioethanol	bioethanol	NOUN
cet-1675	115	17	yield	yield	NOUN
cet-1675	115	18	,	,	PUNCT
cet-1675	115	19	particularly	particularly	ADV
cet-1675	115	20	the	the	DET
cet-1675	115	21	interaction	interaction	NOUN
cet-1675	115	22	effect	effect	NOUN
cet-1675	115	23	of	of	ADP
cet-1675	115	24	opt	opt	PROPN
cet-1675	115	25	sap	sap	PROPN
cet-1675	115	26	to	to	ADP
cet-1675	115	27	pome	pome	NOUN
cet-1675	115	28	ratio	ratio	NOUN
cet-1675	115	29	and	and	CCONJ
cet-1675	115	30	incubation	incubation	NOUN
cet-1675	115	31	time	time	NOUN
cet-1675	115	32	,	,	PUNCT
cet-1675	115	33	inoculum	inoculum	NOUN
cet-1675	115	34	size	size	NOUN
cet-1675	115	35	and	and	CCONJ
cet-1675	115	36	initial	initial	ADJ
cet-1675	115	37	ph	ph	VERB
cet-1675	115	38	,	,	PUNCT
cet-1675	115	39	inoculum	inoculum	NOUN
cet-1675	115	40	size	size	NOUN
cet-1675	115	41	and	and	CCONJ
cet-1675	115	42	incubation	incubation	NOUN
cet-1675	115	43	time	time	NOUN
cet-1675	115	44	,	,	PUNCT
cet-1675	115	45	and	and	CCONJ
cet-1675	115	46	initial	initial	ADJ
cet-1675	115	47	ph	ph	NOUN
cet-1675	115	48	and	and	CCONJ
cet-1675	115	49	incubation	incubation	NOUN
cet-1675	115	50	time	time	NOUN
cet-1675	115	51	.	.	PUNCT
cet-1675	116	1	the	the	DET
cet-1675	116	2	present	present	ADJ
cet-1675	116	3	work	work	NOUN
cet-1675	116	4	revealed	reveal	VERB
cet-1675	116	5	that	that	SCONJ
cet-1675	116	6	rsm	rsm	PROPN
cet-1675	116	7	can	can	AUX
cet-1675	116	8	be	be	AUX
cet-1675	116	9	utilised	utilise	VERB
cet-1675	116	10	to	to	PART
cet-1675	116	11	optimise	optimise	VERB
cet-1675	116	12	the	the	DET
cet-1675	116	13	process	process	NOUN
cet-1675	116	14	condition	condition	NOUN
cet-1675	116	15	of	of	ADP
cet-1675	116	16	batch	batch	NOUN
cet-1675	116	17	bioethanol	bioethanol	NOUN
cet-1675	116	18	fermentation	fermentation	NOUN
cet-1675	116	19	in	in	ADP
cet-1675	116	20	shake	shake	NOUN
cet-1675	116	21	flasks	flask	NOUN
cet-1675	116	22	by	by	ADP
cet-1675	116	23	s.	s.	PROPN
cet-1675	116	24	cerevisiae	cerevisiae	PROPN
cet-1675	116	25	from	from	ADP
cet-1675	116	26	oil	oil	NOUN
cet-1675	116	27	palm	palm	NOUN
cet-1675	116	28	residues	residue	NOUN
cet-1675	116	29	particularly	particularly	ADV
cet-1675	116	30	oil	oil	NOUN
cet-1675	116	31	palm	palm	NOUN
cet-1675	116	32	trunk	trunk	NOUN
cet-1675	116	33	(	(	PUNCT
cet-1675	116	34	opt	opt	PROPN
cet-1675	116	35	)	)	PUNCT
cet-1675	116	36	sap	sap	PROPN
cet-1675	116	37	and	and	CCONJ
cet-1675	116	38	palm	palm	NOUN
cet-1675	116	39	oil	oil	NOUN
cet-1675	116	40	mill	mill	NOUN
cet-1675	116	41	effluent	effluent	NOUN
cet-1675	116	42	(	(	PUNCT
cet-1675	116	43	pome	pome	NOUN
cet-1675	116	44	)	)	PUNCT
cet-1675	116	45	.	.	PUNCT
cet-1675	117	1	it	it	PRON
cet-1675	117	2	was	be	AUX
cet-1675	117	3	found	find	VERB
cet-1675	117	4	that	that	SCONJ
cet-1675	117	5	the	the	DET
cet-1675	117	6	highest	high	ADJ
cet-1675	117	7	possible	possible	ADJ
cet-1675	117	8	bioethanol	bioethanol	NOUN
cet-1675	117	9	yield	yield	NOUN
cet-1675	117	10	could	could	AUX
cet-1675	117	11	be	be	AUX
cet-1675	117	12	obtained	obtain	VERB
cet-1675	117	13	when	when	SCONJ
cet-1675	117	14	the	the	DET
cet-1675	117	15	process	process	NOUN
cet-1675	117	16	conditions	condition	NOUN
cet-1675	117	17	are	be	AUX
cet-1675	117	18	at	at	ADP
cet-1675	117	19	opt	opt	PROPN
cet-1675	117	20	sap	sap	PROPN
cet-1675	117	21	to	to	ADP
cet-1675	117	22	pome	pome	NOUN
cet-1675	117	23	ratio	ratio	NOUN
cet-1675	117	24	of	of	ADP
cet-1675	117	25	63	63	NUM
cet-1675	117	26	:	:	SYM
cet-1675	117	27	37	37	NUM
cet-1675	117	28	,	,	PUNCT
cet-1675	117	29	inoculum	inoculum	NOUN
cet-1675	117	30	size	size	NOUN
cet-1675	117	31	of	of	ADP
cet-1675	117	32	4.3	4.3	NUM
cet-1675	117	33	vol%	vol%	NOUN
cet-1675	117	34	,	,	PUNCT
cet-1675	117	35	initial	initial	ADJ
cet-1675	117	36	ph	ph	NOUN
cet-1675	117	37	of	of	ADP
cet-1675	117	38	8.0	8.0	NUM
cet-1675	117	39	,	,	PUNCT
cet-1675	117	40	and	and	CCONJ
cet-1675	117	41	at	at	ADP
cet-1675	117	42	118	118	NUM
cet-1675	117	43	h	h	NOUN
cet-1675	117	44	of	of	ADP
cet-1675	117	45	incubation	incubation	NOUN
cet-1675	117	46	time	time	NOUN
cet-1675	117	47	.	.	PUNCT
cet-1675	118	1	at	at	ADP
cet-1675	118	2	this	this	DET
cet-1675	118	3	condition	condition	NOUN
cet-1675	118	4	,	,	PUNCT
cet-1675	118	5	0.453	0.453	NUM
cet-1675	118	6	g	g	NOUN
cet-1675	118	7	/	/	SYM
cet-1675	118	8	g	g	NOUN
cet-1675	118	9	bioethanol	bioethanol	NOUN
cet-1675	118	10	yield	yield	NOUN
cet-1675	118	11	could	could	AUX
cet-1675	118	12	be	be	AUX
cet-1675	118	13	expected	expect	VERB
cet-1675	118	14	.	.	PUNCT
cet-1675	119	1	references	reference	NOUN
cet-1675	119	2	ahmad	ahmad	PROPN
cet-1675	119	3	a.l	a.l	PROPN
cet-1675	119	4	.	.	PROPN
cet-1675	119	5	,	,	PUNCT
cet-1675	119	6	loh	loh	PROPN
cet-1675	119	7	m.m	m.m	PROPN
cet-1675	119	8	.	.	PROPN
cet-1675	119	9	,	,	PUNCT
cet-1675	119	10	aziz	aziz	PROPN
cet-1675	119	11	j.a	j.a	PROPN
cet-1675	119	12	.	.	PROPN
cet-1675	119	13	,	,	PUNCT
cet-1675	119	14	2007	2007	NUM
cet-1675	119	15	,	,	PUNCT
cet-1675	119	16	preparation	preparation	NOUN
cet-1675	119	17	and	and	CCONJ
cet-1675	119	18	characterization	characterization	NOUN
cet-1675	119	19	of	of	ADP
cet-1675	119	20	activated	activate	VERB
cet-1675	119	21	carbon	carbon	NOUN
cet-1675	119	22	from	from	ADP
cet-1675	119	23	oil	oil	NOUN
cet-1675	119	24	palm	palm	NOUN
cet-1675	119	25	wood	wood	NOUN
cet-1675	119	26	and	and	CCONJ
cet-1675	119	27	its	its	PRON
cet-1675	119	28	evaluation	evaluation	NOUN
cet-1675	119	29	on	on	ADP
cet-1675	119	30	methylene	methylene	ADJ
cet-1675	119	31	blue	blue	ADJ
cet-1675	119	32	adsorption	adsorption	NOUN
cet-1675	119	33	,	,	PUNCT
cet-1675	119	34	dyes	dye	NOUN
cet-1675	119	35	and	and	CCONJ
cet-1675	119	36	pigments	pigment	NOUN
cet-1675	119	37	75	75	NUM
cet-1675	119	38	(	(	PUNCT
cet-1675	119	39	2	2	NUM
cet-1675	119	40	)	)	PUNCT
cet-1675	119	41	,	,	PUNCT
cet-1675	119	42	263	263	NUM
cet-1675	119	43	-	-	SYM
cet-1675	119	44	272	272	NUM
cet-1675	119	45	.	.	PUNCT
cet-1675	120	1	amari	amari	PROPN
cet-1675	120	2	a.	a.	PROPN
cet-1675	120	3	,	,	PUNCT
cet-1675	120	4	gannouni	gannouni	PROPN
cet-1675	120	5	a.	a.	PROPN
cet-1675	120	6	,	,	PUNCT
cet-1675	120	7	chlendi	chlendi	PROPN
cet-1675	120	8	m.	m.	NOUN
cet-1675	120	9	,	,	PUNCT
cet-1675	120	10	bellagi	bellagi	PROPN
cet-1675	120	11	a.	a.	PROPN
cet-1675	120	12	,	,	PUNCT
cet-1675	120	13	2008	2008	NUM
cet-1675	120	14	,	,	PUNCT
cet-1675	120	15	optimization	optimization	NOUN
cet-1675	120	16	by	by	ADP
cet-1675	120	17	response	response	NOUN
cet-1675	120	18	surface	surface	NOUN
cet-1675	120	19	methodology	methodology	NOUN
cet-1675	120	20	(	(	PUNCT
cet-1675	120	21	rsm	rsm	PROPN
cet-1675	120	22	)	)	PUNCT
cet-1675	120	23	for	for	ADP
cet-1675	120	24	toluene	toluene	NOUN
cet-1675	120	25	adsorption	adsorption	NOUN
cet-1675	120	26	onto	onto	ADP
cet-1675	120	27	prepared	prepared	ADJ
cet-1675	120	28	acid	acid	NOUN
cet-1675	120	29	activated	activate	VERB
cet-1675	120	30	clay	clay	NOUN
cet-1675	120	31	,	,	PUNCT
cet-1675	120	32	the	the	DET
cet-1675	120	33	canadian	canadian	ADJ
cet-1675	120	34	journal	journal	NOUN
cet-1675	120	35	of	of	ADP
cet-1675	120	36	chemical	chemical	PROPN
cet-1675	120	37	engineering	engineering	NOUN
cet-1675	120	38	86	86	NUM
cet-1675	120	39	(	(	PUNCT
cet-1675	120	40	6	6	NUM
cet-1675	120	41	)	)	PUNCT
cet-1675	120	42	,	,	PUNCT
cet-1675	120	43	1093	1093	NUM
cet-1675	120	44	-	-	SYM
cet-1675	120	45	1102	1102	NUM
cet-1675	120	46	.	.	PUNCT
cet-1675	121	1	azhar	azhar	PROPN
cet-1675	121	2	b.	b.	PROPN
cet-1675	121	3	,	,	PUNCT
cet-1675	121	4	lindenmayer	lindenmayer	PROPN
cet-1675	121	5	d.b	d.b	PROPN
cet-1675	121	6	.	.	PROPN
cet-1675	121	7	,	,	PUNCT
cet-1675	121	8	wood	wood	PROPN
cet-1675	121	9	,	,	PUNCT
cet-1675	121	10	j.	j.	PROPN
cet-1675	121	11	,	,	PUNCT
cet-1675	121	12	fischer	fischer	PROPN
cet-1675	121	13	j.	j.	PROPN
cet-1675	121	14	,	,	PUNCT
cet-1675	121	15	manning	man	VERB
cet-1675	121	16	a.	a.	NOUN
cet-1675	121	17	,	,	PUNCT
cet-1675	121	18	mcelhinny	mcelhinny	PROPN
cet-1675	121	19	c.	c.	PROPN
cet-1675	121	20	,	,	PUNCT
cet-1675	121	21	zakaria	zakaria	PROPN
cet-1675	121	22	m.	m.	NOUN
cet-1675	121	23	,	,	PUNCT
cet-1675	121	24	2011	2011	NUM
cet-1675	121	25	,	,	PUNCT
cet-1675	121	26	the	the	DET
cet-1675	121	27	conservation	conservation	NOUN
cet-1675	121	28	value	value	NOUN
cet-1675	121	29	of	of	ADP
cet-1675	121	30	oil	oil	NOUN
cet-1675	121	31	palm	palm	NOUN
cet-1675	121	32	plantation	plantation	NOUN
cet-1675	121	33	estates	estate	NOUN
cet-1675	121	34	,	,	PUNCT
cet-1675	121	35	smallholdings	smallholding	NOUN
cet-1675	121	36	and	and	CCONJ
cet-1675	121	37	logged	log	VERB
cet-1675	121	38	peat	peat	NOUN
cet-1675	121	39	swamp	swamp	NOUN
cet-1675	121	40	forest	forest	NOUN
cet-1675	121	41	for	for	ADP
cet-1675	121	42	birds	bird	NOUN
cet-1675	121	43	,	,	PUNCT
cet-1675	121	44	forest	forest	NOUN
cet-1675	121	45	ecology	ecology	NOUN
cet-1675	121	46	and	and	CCONJ
cet-1675	121	47	management	management	NOUN
cet-1675	121	48	262	262	NUM
cet-1675	121	49	(	(	PUNCT
cet-1675	121	50	12	12	NUM
cet-1675	121	51	)	)	PUNCT
cet-1675	121	52	,	,	PUNCT
cet-1675	121	53	2306	2306	NUM
cet-1675	121	54	-	-	SYM
cet-1675	121	55	2315	2315	NUM
cet-1675	121	56	.	.	PUNCT
cet-1675	122	1	bas	bas	PROPN
cet-1675	122	2	d.	d.	PROPN
cet-1675	122	3	,	,	PUNCT
cet-1675	122	4	boyaci	boyaci	PROPN
cet-1675	122	5	i.h	i.h	PROPN
cet-1675	122	6	.	.	PROPN
cet-1675	122	7	,	,	PUNCT
cet-1675	122	8	2007	2007	NUM
cet-1675	122	9	,	,	PUNCT
cet-1675	122	10	modeling	modeling	NOUN
cet-1675	122	11	and	and	CCONJ
cet-1675	122	12	optimization	optimization	NOUN
cet-1675	122	13	i	i	PRON
cet-1675	122	14	:	:	PUNCT
cet-1675	122	15	usability	usability	NOUN
cet-1675	122	16	of	of	ADP
cet-1675	122	17	response	response	NOUN
cet-1675	122	18	surface	surface	NOUN
cet-1675	122	19	methodology	methodology	NOUN
cet-1675	122	20	,	,	PUNCT
cet-1675	122	21	journal	journal	NOUN
cet-1675	122	22	of	of	ADP
cet-1675	122	23	food	food	NOUN
cet-1675	122	24	engineering	engineering	NOUN
cet-1675	122	25	78	78	NUM
cet-1675	122	26	,	,	PUNCT
cet-1675	122	27	836	836	NUM
cet-1675	122	28	-	-	SYM
cet-1675	122	29	845	845	NUM
cet-1675	122	30	.	.	PUNCT
cet-1675	123	1	das	das	PROPN
cet-1675	123	2	b.k	b.k	PROPN
cet-1675	123	3	.	.	PROPN
cet-1675	123	4	,	,	PUNCT
cet-1675	123	5	gaur	gaur	PROPN
cet-1675	123	6	s.s	s.s	PROPN
cet-1675	123	7	.	.	PROPN
cet-1675	123	8	,	,	PUNCT
cet-1675	123	9	bhattacharya	bhattacharya	PROPN
cet-1675	123	10	j.	j.	PROPN
cet-1675	123	11	,	,	PUNCT
cet-1675	123	12	2013	2013	NUM
cet-1675	123	13	,	,	PUNCT
cet-1675	123	14	sweetmeat	sweetmeat	NOUN
cet-1675	123	15	waste	waste	NOUN
cet-1675	123	16	fractions	fraction	NOUN
cet-1675	123	17	as	as	ADP
cet-1675	123	18	suitable	suitable	ADJ
cet-1675	123	19	organic	organic	ADJ
cet-1675	123	20	carbon	carbon	NOUN
cet-1675	123	21	source	source	NOUN
cet-1675	123	22	for	for	ADP
cet-1675	123	23	biological	biological	ADJ
cet-1675	123	24	sulfate	sulfate	NOUN
cet-1675	123	25	reduction	reduction	NOUN
cet-1675	123	26	,	,	PUNCT
cet-1675	123	27	international	international	ADJ
cet-1675	123	28	biodeterioration	biodeterioration	NOUN
cet-1675	123	29	&	&	CCONJ
cet-1675	123	30	biodegradation	biodegradation	PROPN
cet-1675	123	31	82	82	NUM
cet-1675	123	32	,	,	PUNCT
cet-1675	123	33	215	215	NUM
cet-1675	123	34	-	-	SYM
cet-1675	123	35	223	223	NUM
cet-1675	123	36	.	.	PUNCT
cet-1675	124	1	delavari	delavari	PROPN
cet-1675	124	2	s.	s.	PROPN
cet-1675	124	3	,	,	PUNCT
cet-1675	124	4	amin	amin	PROPN
cet-1675	124	5	n.a.s	n.a.s	PROPN
cet-1675	124	6	.	.	PROPN
cet-1675	124	7	,	,	PUNCT
cet-1675	124	8	2014	2014	NUM
cet-1675	124	9	,	,	PUNCT
cet-1675	124	10	response	response	NOUN
cet-1675	124	11	surface	surface	NOUN
cet-1675	124	12	methodology	methodology	NOUN
cet-1675	124	13	analysis	analysis	NOUN
cet-1675	124	14	of	of	ADP
cet-1675	124	15	co2	co2	VERB
cet-1675	124	16	photocatalytic	photocatalytic	ADJ
cet-1675	124	17	conversion	conversion	NOUN
cet-1675	124	18	in	in	ADP
cet-1675	124	19	presence	presence	NOUN
cet-1675	124	20	of	of	ADP
cet-1675	124	21	ch4	ch4	PROPN
cet-1675	124	22	over	over	ADP
cet-1675	124	23	nitrogen	nitrogen	NOUN
cet-1675	124	24	-	-	PUNCT
cet-1675	124	25	doped	dope	VERB
cet-1675	124	26	titania	titania	NOUN
cet-1675	124	27	nanotube	nanotube	NOUN
cet-1675	124	28	arrays	array	VERB
cet-1675	124	29	,	,	PUNCT
cet-1675	124	30	chemical	chemical	ADJ
cet-1675	124	31	engineering	engineering	NOUN
cet-1675	124	32	transaction	transaction	NOUN
cet-1675	124	33	39	39	NUM
cet-1675	124	34	,	,	PUNCT
cet-1675	124	35	235	235	NUM
cet-1675	124	36	-	-	SYM
cet-1675	124	37	240	240	NUM
cet-1675	124	38	.	.	PUNCT
cet-1675	125	1	feng	feng	PROPN
cet-1675	125	2	y.	y.	PROPN
cet-1675	125	3	,cai	,cai	PUNCT
cet-1675	125	4	z.	z.	PROPN
cet-1675	125	5	,	,	PUNCT
cet-1675	125	6	li	li	PROPN
cet-1675	125	7	h.	h.	PROPN
cet-1675	125	8	,	,	PUNCT
cet-1675	125	9	du	du	PROPN
cet-1675	125	10	z.	z.	PROPN
cet-1675	125	11	,	,	PUNCT
cet-1675	125	12	liu	liu	PROPN
cet-1675	125	13	x.	x.	PROPN
cet-1675	125	14	,	,	PUNCT
cet-1675	125	15	2013	2013	NUM
cet-1675	125	16	,	,	PUNCT
cet-1675	125	17	response	response	NOUN
cet-1675	125	18	surface	surface	NOUN
cet-1675	125	19	optimization	optimization	NOUN
cet-1675	125	20	of	of	ADP
cet-1675	125	21	fluidized	fluidize	VERB
cet-1675	125	22	roasting	roasting	NOUN
cet-1675	125	23	reduction	reduction	NOUN
cet-1675	125	24	of	of	ADP
cet-1675	125	25	lowgrade	lowgrade	NOUN
cet-1675	125	26	pyrolusite	pyrolusite	NOUN
cet-1675	125	27	coupling	coupling	NOUN
cet-1675	125	28	with	with	ADP
cet-1675	125	29	pretreatment	pretreatment	NOUN
cet-1675	125	30	of	of	ADP
cet-1675	125	31	stone	stone	NOUN
cet-1675	125	32	coal	coal	NOUN
cet-1675	125	33	,	,	PUNCT
cet-1675	125	34	journal	journal	NOUN
cet-1675	125	35	of	of	ADP
cet-1675	125	36	mining	mining	NOUN
cet-1675	125	37	and	and	CCONJ
cet-1675	125	38	metallurgy	metallurgy	NOUN
cet-1675	125	39	b	b	NOUN
cet-1675	125	40	:	:	PUNCT
cet-1675	125	41	metallurgy	metallurgy	NOUN
cet-1675	125	42	49	49	NUM
cet-1675	125	43	(	(	PUNCT
cet-1675	125	44	1	1	NUM
cet-1675	125	45	)	)	PUNCT
cet-1675	125	46	,	,	PUNCT
cet-1675	125	47	33	33	NUM
cet-1675	125	48	-	-	SYM
cet-1675	125	49	41	41	NUM
cet-1675	125	50	.	.	PUNCT
cet-1675	126	1	khalil	khalil	PROPN
cet-1675	127	1	h.p.s.a	h.p.s.a	PROPN
cet-1675	127	2	.	.	PROPN
cet-1675	127	3	,	,	PUNCT
cet-1675	127	4	nurul	nurul	PROPN
cet-1675	127	5	fazita	fazita	PROPN
cet-1675	127	6	m.r	m.r	PROPN
cet-1675	127	7	.	.	PROPN
cet-1675	127	8	,	,	PUNCT
cet-1675	127	9	bhat	bhat	PROPN
cet-1675	127	10	a.h	a.h	PROPN
cet-1675	127	11	.	.	PROPN
cet-1675	127	12	,	,	PUNCT
cet-1675	127	13	jawaid	jawaid	PROPN
cet-1675	127	14	m.	m.	PROPN
cet-1675	127	15	,	,	PUNCT
cet-1675	127	16	nik	nik	PROPN
cet-1675	127	17	fuad	fuad	PROPN
cet-1675	127	18	n.a	n.a	PROPN
cet-1675	127	19	.	.	PROPN
cet-1675	127	20	,	,	PUNCT
cet-1675	127	21	2010	2010	NUM
cet-1675	127	22	,	,	PUNCT
cet-1675	127	23	development	development	NOUN
cet-1675	127	24	and	and	CCONJ
cet-1675	127	25	material	material	NOUN
cet-1675	127	26	properties	property	NOUN
cet-1675	127	27	of	of	ADP
cet-1675	127	28	new	new	ADJ
cet-1675	127	29	hybrid	hybrid	ADJ
cet-1675	127	30	plywood	plywood	NOUN
cet-1675	127	31	from	from	ADP
cet-1675	127	32	oil	oil	NOUN
cet-1675	127	33	palm	palm	NOUN
cet-1675	127	34	biomass	biomass	NOUN
cet-1675	127	35	,	,	PUNCT
cet-1675	127	36	materials	material	NOUN
cet-1675	127	37	&	&	CCONJ
cet-1675	127	38	design	design	PROPN
cet-1675	127	39	31	31	NUM
cet-1675	127	40	(	(	PUNCT
cet-1675	127	41	1	1	NUM
cet-1675	127	42	)	)	PUNCT
cet-1675	127	43	,	,	PUNCT
cet-1675	127	44	417	417	NUM
cet-1675	127	45	-	-	SYM
cet-1675	127	46	424	424	NUM
cet-1675	127	47	.	.	PUNCT
cet-1675	128	1	ibm	ibm	PROPN
cet-1675	128	2	corporation	corporation	PROPN
cet-1675	128	3	,	,	PUNCT
cet-1675	128	4	2012	2012	NUM
cet-1675	128	5	,	,	PUNCT
cet-1675	128	6	ibm	ibm	PROPN
cet-1675	128	7	spss	spss	PROPN
cet-1675	128	8	statistics	statistics	PROPN
cet-1675	128	9	version	version	PROPN
cet-1675	128	10	21	21	NUM
cet-1675	128	11	software	software	NOUN
cet-1675	128	12	,	,	PUNCT
cet-1675	128	13	new	new	PROPN
cet-1675	128	14	york	york	PROPN
cet-1675	128	15	,	,	PUNCT
cet-1675	128	16	united	united	PROPN
cet-1675	128	17	states	states	PROPN
cet-1675	128	18	.	.	PUNCT
cet-1675	129	1	negro	negro	PROPN
cet-1675	129	2	m.j	m.j	PROPN
cet-1675	129	3	.	.	PROPN
cet-1675	129	4	,	,	PUNCT
cet-1675	129	5	alvarez	alvarez	PROPN
cet-1675	129	6	c.	c.	PROPN
cet-1675	129	7	,	,	PUNCT
cet-1675	129	8	ballesteros	ballesteros	PROPN
cet-1675	129	9	i.	i.	PROPN
cet-1675	129	10	,	,	PUNCT
cet-1675	129	11	romero	romero	PROPN
cet-1675	129	12	i.	i.	PROPN
cet-1675	129	13	,	,	PUNCT
cet-1675	129	14	ballesteros	ballesteros	PROPN
cet-1675	129	15	m.	m.	PROPN
cet-1675	129	16	,	,	PUNCT
cet-1675	129	17	castro	castro	PROPN
cet-1675	129	18	e.	e.	PROPN
cet-1675	129	19	,	,	PUNCT
cet-1675	129	20	manzanares	manzanares	PROPN
cet-1675	129	21	p.	p.	PROPN
cet-1675	129	22	,	,	PUNCT
cet-1675	129	23	moya	moya	PROPN
cet-1675	129	24	m.	m.	PROPN
cet-1675	129	25	,	,	PUNCT
cet-1675	129	26	oliva	oliva	PROPN
cet-1675	129	27	j.m	j.m	PROPN
cet-1675	129	28	.	.	PROPN
cet-1675	129	29	,	,	PUNCT
cet-1675	129	30	2014	2014	NUM
cet-1675	129	31	,	,	PUNCT
cet-1675	129	32	ethanol	ethanol	NOUN
cet-1675	129	33	production	production	NOUN
cet-1675	129	34	from	from	ADP
cet-1675	129	35	glucose	glucose	NOUN
cet-1675	129	36	and	and	CCONJ
cet-1675	129	37	xylose	xylose	PROPN
cet-1675	129	38	obtained	obtain	VERB
cet-1675	129	39	from	from	ADP
cet-1675	129	40	steam	steam	NOUN
cet-1675	129	41	exploded	explode	VERB
cet-1675	129	42	water	water	NOUN
cet-1675	129	43	-	-	PUNCT
cet-1675	129	44	extracted	extract	VERB
cet-1675	129	45	olive	olive	NOUN
cet-1675	129	46	tree	tree	NOUN
cet-1675	129	47	pruning	prune	VERB
cet-1675	129	48	using	use	VERB
cet-1675	129	49	phosphoric	phosphoric	ADJ
cet-1675	129	50	acid	acid	NOUN
cet-1675	129	51	as	as	ADP
cet-1675	129	52	catalyst	catalyst	NOUN
cet-1675	129	53	,	,	PUNCT
cet-1675	129	54	bioresource	bioresource	PART
cet-1675	129	55	technology	technology	NOUN
cet-1675	129	56	153	153	NUM
cet-1675	129	57	(	(	PUNCT
cet-1675	129	58	0	0	NUM
cet-1675	129	59	)	)	PUNCT
cet-1675	129	60	,	,	PUNCT
cet-1675	129	61	101	101	NUM
cet-1675	129	62	-	-	SYM
cet-1675	129	63	07	07	NUM
cet-1675	129	64	.	.	PUNCT
cet-1675	130	1	oyeleke	oyeleke	PROPN
cet-1675	130	2	s.b	s.b	PROPN
cet-1675	130	3	.	.	PROPN
cet-1675	130	4	,	,	PUNCT
cet-1675	130	5	dauda	dauda	PROPN
cet-1675	130	6	b.e.n	b.e.n	NOUN
cet-1675	130	7	.	.	PROPN
cet-1675	130	8	,	,	PUNCT
cet-1675	130	9	oyewole	oyewole	PROPN
cet-1675	130	10	o.a	o.a	PROPN
cet-1675	130	11	.	.	PROPN
cet-1675	131	1	,	,	PUNCT
cet-1675	131	2	okoliegbe	okoliegbe	NOUN
cet-1675	131	3	i.n	i.n	PROPN
cet-1675	131	4	.	.	PROPN
cet-1675	131	5	,	,	PUNCT
cet-1675	131	6	ojebode	ojebode	PROPN
cet-1675	131	7	t.	t.	PROPN
cet-1675	131	8	,	,	PUNCT
cet-1675	131	9	2012	2012	NUM
cet-1675	131	10	,	,	PUNCT
cet-1675	131	11	production	production	NOUN
cet-1675	131	12	of	of	ADP
cet-1675	131	13	bioethanol	bioethanol	NOUN
cet-1675	131	14	from	from	ADP
cet-1675	131	15	cassava	cassava	NOUN
cet-1675	131	16	and	and	CCONJ
cet-1675	131	17	sweet	sweet	ADJ
cet-1675	131	18	potato	potato	NOUN
cet-1675	131	19	peels	peel	NOUN
cet-1675	131	20	,	,	PUNCT
cet-1675	131	21	advances	advance	NOUN
cet-1675	131	22	in	in	ADP
cet-1675	131	23	environmental	environmental	ADJ
cet-1675	131	24	biology	biology	NOUN
cet-1675	131	25	,	,	PUNCT
cet-1675	131	26	241	241	NUM
cet-1675	131	27	-	-	SYM
cet-1675	131	28	246	246	NUM
cet-1675	131	29	.	.	PUNCT
cet-1675	132	1	samsudin	samsudin	VERB
cet-1675	132	2	m.d.m	m.d.m	PROPN
cet-1675	132	3	.	.	PROPN
cet-1675	132	4	,	,	PUNCT
cet-1675	132	5	mat	mat	NOUN
cet-1675	132	6	don	don	NOUN
cet-1675	132	7	m.	m.	NOUN
cet-1675	132	8	,	,	PUNCT
cet-1675	132	9	2014	2014	NUM
cet-1675	132	10	,	,	PUNCT
cet-1675	132	11	batch	batch	VERB
cet-1675	132	12	fermentation	fermentation	NOUN
cet-1675	132	13	of	of	ADP
cet-1675	132	14	bioethanol	bioethanol	NOUN
cet-1675	132	15	from	from	ADP
cet-1675	132	16	the	the	DET
cet-1675	132	17	residues	residue	NOUN
cet-1675	132	18	of	of	ADP
cet-1675	132	19	elaeis	elaeis	NOUN
cet-1675	132	20	guineensis	guineensis	NOUN
cet-1675	132	21	:	:	PUNCT
cet-1675	132	22	optimization	optimization	NOUN
cet-1675	132	23	and	and	CCONJ
cet-1675	132	24	kinetics	kinetic	NOUN
cet-1675	132	25	evaluation	evaluation	NOUN
cet-1675	132	26	,	,	PUNCT
cet-1675	132	27	iranica	iranica	PROPN
cet-1675	132	28	journal	journal	NOUN
cet-1675	132	29	of	of	ADP
cet-1675	132	30	energy	energy	NOUN
cet-1675	132	31	and	and	CCONJ
cet-1675	132	32	environment	environment	NOUN
cet-1675	132	33	5	5	NUM
cet-1675	132	34	(	(	PUNCT
cet-1675	132	35	1	1	NUM
cet-1675	132	36	)	)	PUNCT
cet-1675	132	37	,	,	PUNCT
cet-1675	132	38	1	1	NUM
cet-1675	132	39	-	-	SYM
cet-1675	132	40	7	7	NUM
cet-1675	132	41	.	.	PUNCT
cet-1675	132	42	samsudin	samsudin	VERB
cet-1675	132	43	m.d.m	m.d.m	PROPN
cet-1675	132	44	.	.	PROPN
cet-1675	132	45	,	,	PUNCT
cet-1675	132	46	mat	mat	NOUN
cet-1675	132	47	don	don	NOUN
cet-1675	132	48	m.	m.	NOUN
cet-1675	132	49	,	,	PUNCT
cet-1675	132	50	2015	2015	NUM
cet-1675	132	51	,	,	PUNCT
cet-1675	132	52	assessment	assessment	NOUN
cet-1675	132	53	of	of	ADP
cet-1675	132	54	bioethanol	bioethanol	NOUN
cet-1675	132	55	yield	yield	NOUN
cet-1675	132	56	by	by	ADP
cet-1675	132	57	s.	s.	PROPN
cet-1675	132	58	cerevisiae	cerevisiae	PROPN
cet-1675	132	59	grown	grow	VERB
cet-1675	132	60	on	on	ADP
cet-1675	132	61	oil	oil	NOUN
cet-1675	132	62	palm	palm	NOUN
cet-1675	132	63	residues	residue	NOUN
cet-1675	132	64	:	:	PUNCT
cet-1675	132	65	monte	monte	PROPN
cet-1675	132	66	carlo	carlo	PROPN
cet-1675	132	67	simulation	simulation	PROPN
cet-1675	132	68	and	and	CCONJ
cet-1675	132	69	sensitivity	sensitivity	NOUN
cet-1675	132	70	analysis	analysis	NOUN
cet-1675	132	71	,	,	PUNCT
cet-1675	132	72	bioresource	bioresource	ADJ
cet-1675	132	73	technology	technology	NOUN
cet-1675	132	74	175	175	NUM
cet-1675	132	75	,	,	PUNCT
cet-1675	132	76	417	417	NUM
cet-1675	132	77	-	-	SYM
cet-1675	132	78	423	423	NUM
cet-1675	132	79	.	.	PUNCT
cet-1675	133	1	stat	stat	NOUN
cet-1675	133	2	-	-	PUNCT
cet-1675	133	3	ease	ease	PROPN
cet-1675	133	4	inc	inc	PROPN
cet-1675	133	5	.	.	PROPN
cet-1675	133	6	,	,	PUNCT
cet-1675	133	7	2003	2003	NUM
cet-1675	133	8	,	,	PUNCT
cet-1675	133	9	design	design	NOUN
cet-1675	133	10	-	-	PUNCT
cet-1675	133	11	expert	expert	NOUN
cet-1675	133	12	version	version	NOUN
cet-1675	133	13	6.0.6	6.0.6	NUM
cet-1675	133	14	,	,	PUNCT
cet-1675	133	15	minnesota	minnesota	PROPN
cet-1675	133	16	,	,	PUNCT
cet-1675	133	17	united	united	PROPN
cet-1675	133	18	states	states	PROPN
cet-1675	133	19	.	.	PUNCT
cet-1675	134	1	sulaiman	sulaiman	PROPN
cet-1675	134	2	f.	f.	PROPN
cet-1675	134	3	,	,	PUNCT
cet-1675	134	4	abdullah	abdullah	PROPN
cet-1675	134	5	n.	n.	PROPN
cet-1675	134	6	,	,	PUNCT
cet-1675	134	7	gerhauser	gerhauser	PROPN
cet-1675	134	8	h.	h.	PROPN
cet-1675	134	9	,	,	PUNCT
cet-1675	134	10	shariff	shariff	PROPN
cet-1675	134	11	a.	a.	PROPN
cet-1675	134	12	,	,	PUNCT
cet-1675	134	13	2011	2011	NUM
cet-1675	134	14	,	,	PUNCT
cet-1675	134	15	an	an	DET
cet-1675	134	16	outlook	outlook	NOUN
cet-1675	134	17	of	of	ADP
cet-1675	134	18	malaysian	malaysian	ADJ
cet-1675	134	19	energy	energy	NOUN
cet-1675	134	20	,	,	PUNCT
cet-1675	134	21	oil	oil	NOUN
cet-1675	134	22	palm	palm	NOUN
cet-1675	134	23	industry	industry	NOUN
cet-1675	134	24	and	and	CCONJ
cet-1675	134	25	its	its	PRON
cet-1675	134	26	utilization	utilization	NOUN
cet-1675	134	27	of	of	ADP
cet-1675	134	28	wastes	waste	NOUN
cet-1675	134	29	as	as	ADP
cet-1675	134	30	useful	useful	ADJ
cet-1675	134	31	resources	resource	NOUN
cet-1675	134	32	,	,	PUNCT
cet-1675	134	33	biomass	biomass	NOUN
cet-1675	134	34	and	and	CCONJ
cet-1675	134	35	bioenergy	bioenergy	NOUN
cet-1675	134	36	35	35	NUM
cet-1675	134	37	(	(	PUNCT
cet-1675	134	38	9	9	NUM
cet-1675	134	39	)	)	PUNCT
cet-1675	134	40	,	,	PUNCT
cet-1675	134	41	3775	3775	NUM
cet-1675	134	42	-	-	SYM
cet-1675	134	43	3786	3786	NUM
cet-1675	134	44	.	.	PUNCT
cet-1675	135	1	tarangini	tarangini	PROPN
cet-1675	135	2	k.	k.	PROPN
cet-1675	135	3	,	,	PUNCT
cet-1675	135	4	kumar	kumar	PROPN
cet-1675	135	5	a.	a.	PROPN
cet-1675	135	6	,	,	PUNCT
cet-1675	135	7	satpathy	satpathy	PROPN
cet-1675	135	8	g.r	g.r	PROPN
cet-1675	135	9	.	.	PROPN
cet-1675	135	10	,	,	PUNCT
cet-1675	135	11	sangal	sangal	PROPN
cet-1675	135	12	v.k	v.k	PROPN
cet-1675	135	13	.	.	PROPN
cet-1675	135	14	,	,	PUNCT
cet-1675	135	15	2009	2009	NUM
cet-1675	135	16	,	,	PUNCT
cet-1675	135	17	statistical	statistical	ADJ
cet-1675	135	18	optimization	optimization	NOUN
cet-1675	135	19	of	of	ADP
cet-1675	135	20	process	process	NOUN
cet-1675	135	21	parameters	parameter	NOUN
cet-1675	135	22	for	for	ADP
cet-1675	135	23	cr	cr	PROPN
cet-1675	135	24	(	(	PUNCT
cet-1675	135	25	vi	vi	NOUN
cet-1675	135	26	)	)	PUNCT
cet-1675	135	27	biosorption	biosorption	NOUN
cet-1675	135	28	onto	onto	ADP
cet-1675	135	29	mixed	mixed	ADJ
cet-1675	135	30	cultures	culture	NOUN
cet-1675	135	31	of	of	ADP
cet-1675	135	32	pseudomonas	pseudomona	NOUN
cet-1675	135	33	aeruginosa	aeruginosa	NOUN
cet-1675	135	34	and	and	CCONJ
cet-1675	135	35	bacillus	bacillus	NOUN
cet-1675	135	36	subtilis	subtili	NOUN
cet-1675	135	37	,	,	PUNCT
cet-1675	135	38	clean	clean	ADJ
cet-1675	135	39	–	–	PUNCT
cet-1675	135	40	soil	soil	NOUN
cet-1675	135	41	,	,	PUNCT
cet-1675	135	42	air	air	NOUN
cet-1675	135	43	,	,	PUNCT
cet-1675	135	44	water	water	NOUN
cet-1675	135	45	37	37	NUM
cet-1675	135	46	,	,	PUNCT
cet-1675	135	47	319	319	NUM
cet-1675	135	48	-	-	SYM
cet-1675	135	49	327	327	NUM
cet-1675	135	50	.	.	PUNCT
cet-1675	135	51	1584	1584	NUM
cet-1675	136	1	https://www.ncbi.nlm.nih.gov/pubmed/?term=alvarez%20c%5bauthor%5d&cauthor=true&cauthor_uid=24345569	https://www.ncbi.nlm.nih.gov/pubmed/?term=alvarez%20c%5bauthor%5d&cauthor=true&cauthor_uid=24345569	PROPN
cet-1675	136	2	https://www.ncbi.nlm.nih.gov/pubmed/?term=ballesteros%20i%5bauthor%5d&cauthor=true&cauthor_uid=24345569	https://www.ncbi.nlm.nih.gov/pubmed/?term=ballesteros%20i%5bauthor%5d&cauthor=true&cauthor_uid=24345569	PROPN
cet-1675	136	3	https://www.ncbi.nlm.nih.gov/pubmed/?term=manzanares%20p%5bauthor%5d&cauthor=true&cauthor_uid=24345569	https://www.ncbi.nlm.nih.gov/pubmed/?term=manzanares%20p%5bauthor%5d&cauthor=true&cauthor_uid=24345569	NOUN
cet-1675	136	4	https://www.ncbi.nlm.nih.gov/pubmed/?term=moya%20m%5bauthor%5d&cauthor=true&cauthor_uid=24345569	https://www.ncbi.nlm.nih.gov/pubmed/?term=moya%20m%5bauthor%5d&cauthor=true&cauthor_uid=24345569	PUNCT