id	sid	tid	token	lemma	pos
gs-4339	1	1	georgian	georgian	PROPN
gs-4339	1	2	scientists/	scientists/	NUM
gs-4339	1	3	.	.	PUNCT
gs-4339	2	1	7	7	NUM
gs-4339	2	2	n	n	DET
gs-4339	2	3	4	4	NUM
gs-4339	2	4	,	,	PUNCT
gs-4339	2	5	2025	2025	NUM
gs-4339	2	6	453	453	NUM
gs-4339	2	7	georgian	georgian	ADJ
gs-4339	2	8	scientists	scientist	NOUN
gs-4339	2	9	vol	vol	NOUN
gs-4339	2	10	.	.	PUNCT
gs-4339	2	11	7	7	NUM
gs-4339	2	12	issue	issue	NOUN
gs-4339	2	13	4	4	NUM
gs-4339	2	14	,	,	PUNCT
gs-4339	2	15	2025	2025	NUM
gs-4339	2	16	https://doi.org/10.52340/gs.2025.07.04.28	https://doi.org/10.52340/gs.2025.07.04.28	PART
gs-4339	2	17	effect	effect	NOUN
gs-4339	2	18	of	of	ADP
gs-4339	2	19	phase	phase	NOUN
gs-4339	2	20	inversion	inversion	NOUN
gs-4339	2	21	temperature	temperature	NOUN
gs-4339	2	22	on	on	ADP
gs-4339	2	23	the	the	DET
gs-4339	2	24	formation	formation	NOUN
gs-4339	2	25	and	and	CCONJ
gs-4339	2	26	performance	performance	NOUN
gs-4339	2	27	of	of	ADP
gs-4339	2	28	pes	pes	PROPN
gs-4339	2	29	/	/	SYM
gs-4339	2	30	dmf	dmf	PROPN
gs-4339	2	31	/	/	SYM
gs-4339	2	32	pvp	pvp	NOUN
gs-4339	2	33	polyethersulfone	polyethersulfone	NOUN
gs-4339	2	34	membranes	membrane	NOUN
gs-4339	2	35	.	.	PUNCT
gs-4339	3	1	nana	nana	PROPN
gs-4339	3	2	gogesashvili1	gogesashvili1	PROPN
gs-4339	3	3	,	,	PUNCT
gs-4339	3	4	giorgi	giorgi	PROPN
gs-4339	3	5	bibileishvili2	bibileishvili2	PROPN
gs-4339	3	6	,	,	PUNCT
gs-4339	3	7	zaza	zaza	PROPN
gs-4339	3	8	javashvili3	javashvili3	PROPN
gs-4339	3	9	,	,	PUNCT
gs-4339	3	10	mzia	mzia	PROPN
gs-4339	3	11	kezherashvili4	kezherashvili4	PROPN
gs-4339	3	12	,	,	PUNCT
gs-4339	3	13	liana	liana	PROPN
gs-4339	3	14	kuparadze5	kuparadze5	PROPN
gs-4339	3	15	,	,	PUNCT
gs-4339	3	16	nona	nona	PROPN
gs-4339	3	17	butkhuzi6	butkhuzi6	PROPN
gs-4339	3	18	engineering	engineering	PROPN
gs-4339	3	19	institute	institute	PROPN
gs-4339	3	20	of	of	ADP
gs-4339	3	21	membrane	membrane	NOUN
gs-4339	3	22	technologies	technology	NOUN
gs-4339	3	23	of	of	ADP
gs-4339	3	24	georgian	georgian	PROPN
gs-4339	3	25	technical	technical	PROPN
gs-4339	3	26	university	university	PROPN
gs-4339	3	27	1doctor	1doctor	NUM
gs-4339	3	28	of	of	ADP
gs-4339	3	29	chemistry	chemistry	NOUN
gs-4339	3	30	,	,	PUNCT
gs-4339	3	31	chief	chief	ADJ
gs-4339	3	32	scientist	scientist	NOUN
gs-4339	3	33	email:nanagogesashvili@gmail.com	email:nanagogesashvili@gmail.com	PROPN
gs-4339	3	34	orcid	orcid	PROPN
gs-4339	4	1	i	i	PRON
gs-4339	4	2	d	d	PROPN
gs-4339	4	3	:	:	PUNCT
gs-4339	4	4	https://orcid.org/0000-0001-5140-5815	https://orcid.org/0000-0001-5140-5815	PROPN
gs-4339	4	5	2engineering	2engineering	PROPN
gs-4339	4	6	institute	institute	PROPN
gs-4339	4	7	of	of	ADP
gs-4339	4	8	membrane	membrane	NOUN
gs-4339	4	9	technologies	technology	NOUN
gs-4339	4	10	of	of	ADP
gs-4339	4	11	georgian	georgian	PROPN
gs-4339	4	12	technical	technical	PROPN
gs-4339	4	13	university	university	PROPN
gs-4339	4	14	,	,	PUNCT
gs-4339	4	15	doctor	doctor	NOUN
gs-4339	4	16	of	of	ADP
gs-4339	4	17	chemical	chemical	ADJ
gs-4339	4	18	and	and	CCONJ
gs-4339	4	19	biological	biological	ADJ
gs-4339	4	20	engineering	engineering	NOUN
gs-4339	4	21	,	,	PUNCT
gs-4339	4	22	chief	chief	ADJ
gs-4339	4	23	scientist	scientist	NOUN
gs-4339	4	24	email:75bibileishvili@gmail.comorcid	email:75bibileishvili@gmail.comorcid	NOUN
gs-4339	4	25	id	id	NOUN
gs-4339	4	26	:	:	PUNCT
gs-4339	4	27	https://orcid.org/0009	https://orcid.org/0009	NOUN
gs-4339	4	28	-	-	PUNCT
gs-4339	4	29	0003	0003	NUM
gs-4339	4	30	-	-	PUNCT
gs-4339	4	31	7712	7712	NUM
gs-4339	4	32	-	-	SYM
gs-4339	4	33	2436	2436	NUM
gs-4339	4	34	abstract	abstract	NOUN
gs-4339	4	35	the	the	DET
gs-4339	4	36	paper	paper	NOUN
gs-4339	4	37	studies	study	NOUN
gs-4339	4	38	the	the	DET
gs-4339	4	39	preparation	preparation	NOUN
gs-4339	4	40	of	of	ADP
gs-4339	4	41	polymer	polymer	NOUN
gs-4339	4	42	membranes	membrane	NOUN
gs-4339	4	43	from	from	ADP
gs-4339	4	44	15	15	NUM
gs-4339	4	45	%	%	NOUN
gs-4339	4	46	polyethersulfone	polyethersulfone	NOUN
gs-4339	4	47	solutions	solution	NOUN
gs-4339	4	48	of	of	ADP
gs-4339	4	49	pes	pes	PROPN
gs-4339	4	50	/	/	SYM
gs-4339	4	51	dmp/5%pvp	dmp/5%pvp	PROPN
gs-4339	4	52	and	and	CCONJ
gs-4339	4	53	pes	pes	PROPN
gs-4339	4	54	/	/	SYM
gs-4339	4	55	dmp/7%pvp	dmp/7%pvp	NOUN
gs-4339	4	56	compositions	composition	NOUN
gs-4339	4	57	using	use	VERB
gs-4339	4	58	the	the	DET
gs-4339	4	59	phase	phase	NOUN
gs-4339	4	60	inversion	inversion	NOUN
gs-4339	4	61	method	method	NOUN
gs-4339	4	62	at	at	ADP
gs-4339	4	63	different	different	ADJ
gs-4339	4	64	precipitation	precipitation	NOUN
gs-4339	4	65	temperatures	temperature	NOUN
gs-4339	4	66	.	.	PUNCT
gs-4339	5	1	two	two	NUM
gs-4339	5	2	groups	group	NOUN
gs-4339	5	3	of	of	ADP
gs-4339	5	4	polyethersulfone	polyethersulfone	NOUN
gs-4339	5	5	membranes	membrane	NOUN
gs-4339	5	6	were	be	AUX
gs-4339	5	7	obtained	obtain	VERB
gs-4339	5	8	and	and	CCONJ
gs-4339	5	9	precipitation	precipitation	NOUN
gs-4339	5	10	was	be	AUX
gs-4339	5	11	carried	carry	VERB
gs-4339	5	12	out	out	ADP
gs-4339	5	13	for	for	ADP
gs-4339	5	14	each	each	PRON
gs-4339	5	15	at	at	ADP
gs-4339	5	16	four	four	NUM
gs-4339	5	17	temperatures	temperature	NOUN
gs-4339	5	18	(	(	PUNCT
gs-4339	5	19	10	10	NUM
gs-4339	5	20	,	,	PUNCT
gs-4339	5	21	20	20	NUM
gs-4339	5	22	,	,	PUNCT
gs-4339	5	23	30	30	NUM
gs-4339	5	24	,	,	PUNCT
gs-4339	5	25	40	40	NUM
gs-4339	5	26	)	)	PUNCT
gs-4339	5	27	.	.	PUNCT
gs-4339	6	1	the	the	DET
gs-4339	6	2	particle	particle	NOUN
gs-4339	6	3	sizes	size	NOUN
gs-4339	6	4	and	and	CCONJ
gs-4339	6	5	degree	degree	NOUN
gs-4339	6	6	of	of	ADP
gs-4339	6	7	polydispersity	polydispersity	NOUN
gs-4339	6	8	in	in	ADP
gs-4339	6	9	the	the	DET
gs-4339	6	10	casting	cast	VERB
gs-4339	6	11	solutions	solution	NOUN
gs-4339	6	12	were	be	AUX
gs-4339	6	13	studied	study	VERB
gs-4339	6	14	on	on	ADP
gs-4339	6	15	a	a	DET
gs-4339	6	16	malvern	malvern	PROPN
gs-4339	6	17	analyzer	analyzer	NOUN
gs-4339	6	18	.	.	PUNCT
gs-4339	7	1	the	the	DET
gs-4339	7	2	optimal	optimal	ADJ
gs-4339	7	3	temperature	temperature	NOUN
gs-4339	7	4	for	for	ADP
gs-4339	7	5	conducting	conduct	VERB
gs-4339	7	6	phase	phase	NOUN
gs-4339	7	7	inversion	inversion	NOUN
gs-4339	7	8	at	at	ADP
gs-4339	7	9	two	two	NUM
gs-4339	7	10	different	different	ADJ
gs-4339	7	11	pvp	pvp	NOUN
gs-4339	7	12	concentrations	concentration	NOUN
gs-4339	7	13	and	and	CCONJ
gs-4339	7	14	the	the	DET
gs-4339	7	15	influence	influence	NOUN
gs-4339	7	16	of	of	ADP
gs-4339	7	17	the	the	DET
gs-4339	7	18	coagulation	coagulation	NOUN
gs-4339	7	19	bath	bath	NOUN
gs-4339	7	20	temperature	temperature	NOUN
gs-4339	7	21	on	on	ADP
gs-4339	7	22	the	the	DET
gs-4339	7	23	performance	performance	NOUN
gs-4339	7	24	,	,	PUNCT
gs-4339	7	25	structure	structure	NOUN
gs-4339	7	26	,	,	PUNCT
gs-4339	7	27	and	and	CCONJ
gs-4339	7	28	pore	pore	ADJ
gs-4339	7	29	size	size	NOUN
gs-4339	7	30	of	of	ADP
gs-4339	7	31	the	the	DET
gs-4339	7	32	resulting	result	VERB
gs-4339	7	33	membranes	membrane	NOUN
gs-4339	7	34	were	be	AUX
gs-4339	7	35	determined	determine	VERB
gs-4339	7	36	.	.	PUNCT
gs-4339	8	1	membranes	membrane	NOUN
gs-4339	8	2	precipitated	precipitate	VERB
gs-4339	8	3	from	from	ADP
gs-4339	8	4	a	a	DET
gs-4339	8	5	solution	solution	NOUN
gs-4339	8	6	containing	contain	VERB
gs-4339	8	7	5	5	NUM
gs-4339	8	8	%	%	NOUN
gs-4339	8	9	pvp	pvp	NOUN
gs-4339	8	10	showed	show	VERB
gs-4339	8	11	better	well	ADJ
gs-4339	8	12	performance	performance	NOUN
gs-4339	8	13	and	and	CCONJ
gs-4339	8	14	structure	structure	NOUN
gs-4339	8	15	than	than	ADP
gs-4339	8	16	membranes	membrane	NOUN
gs-4339	8	17	precipitated	precipitate	VERB
gs-4339	8	18	at	at	ADP
gs-4339	8	19	20	20	NUM
gs-4339	8	20	,	,	PUNCT
gs-4339	8	21	and	and	CCONJ
gs-4339	8	22	membranes	membrane	NOUN
gs-4339	8	23	precipitated	precipitate	VERB
gs-4339	8	24	from	from	ADP
gs-4339	8	25	a	a	DET
gs-4339	8	26	solution	solution	NOUN
gs-4339	8	27	containing	contain	VERB
gs-4339	8	28	7	7	NUM
gs-4339	8	29	%	%	NOUN
gs-4339	8	30	pvp	pvp	NOUN
gs-4339	8	31	showed	show	VERB
gs-4339	8	32	better	well	ADJ
gs-4339	8	33	performance	performance	NOUN
gs-4339	8	34	and	and	CCONJ
gs-4339	8	35	structure	structure	NOUN
gs-4339	8	36	than	than	ADP
gs-4339	8	37	membranes	membrane	NOUN
gs-4339	8	38	precipitated	precipitate	VERB
gs-4339	8	39	at	at	ADP
gs-4339	8	40	30	30	NUM
gs-4339	8	41	.	.	PUNCT
gs-4339	9	1	keywords	keyword	NOUN
gs-4339	9	2	:	:	PUNCT
gs-4339	9	3	polyethersulfone	polyethersulfone	NOUN
gs-4339	9	4	,	,	PUNCT
gs-4339	9	5	phase	phase	NOUN
gs-4339	9	6	inversion	inversion	NOUN
gs-4339	9	7	,	,	PUNCT
gs-4339	9	8	dmf	dmf	PROPN
gs-4339	9	9	,	,	PUNCT
gs-4339	9	10	pvp	pvp	PROPN
gs-4339	9	11	,	,	PUNCT
gs-4339	9	12	productivity	productivity	NOUN
gs-4339	9	13	introduction	introduction	NOUN
gs-4339	9	14	in	in	ADP
gs-4339	9	15	the	the	DET
gs-4339	9	16	phase	phase	NOUN
gs-4339	9	17	inversion	inversion	NOUN
gs-4339	9	18	process	process	NOUN
gs-4339	9	19	of	of	ADP
gs-4339	9	20	membrane	membrane	NOUN
gs-4339	9	21	preparation	preparation	NOUN
gs-4339	9	22	,	,	PUNCT
gs-4339	9	23	the	the	DET
gs-4339	9	24	structure	structure	NOUN
gs-4339	9	25	of	of	ADP
gs-4339	9	26	the	the	DET
gs-4339	9	27	solid	solid	ADJ
gs-4339	9	28	phase	phase	NOUN
gs-4339	9	29	formed	form	VERB
gs-4339	9	30	during	during	ADP
gs-4339	9	31	the	the	DET
gs-4339	9	32	exchange	exchange	NOUN
gs-4339	9	33	of	of	ADP
gs-4339	9	34	solvent	solvent	ADJ
gs-4339	9	35	and	and	CCONJ
gs-4339	9	36	non	non	ADJ
gs-4339	9	37	-	-	ADJ
gs-4339	9	38	solvent	solvent	ADJ
gs-4339	9	39	in	in	ADP
gs-4339	9	40	the	the	DET
gs-4339	9	41	membrane	membrane	NOUN
gs-4339	9	42	composition	composition	NOUN
gs-4339	9	43	depends	depend	VERB
gs-4339	9	44	significantly	significantly	ADV
gs-4339	9	45	not	not	PART
gs-4339	9	46	only	only	ADV
gs-4339	9	47	on	on	ADP
gs-4339	9	48	the	the	DET
gs-4339	9	49	nature	nature	NOUN
gs-4339	9	50	of	of	ADP
gs-4339	9	51	the	the	DET
gs-4339	9	52	solvent	solvent	ADJ
gs-4339	9	53	and	and	CCONJ
gs-4339	9	54	non	non	ADJ
gs-4339	9	55	-	-	ADJ
gs-4339	9	56	solvent	solvent	ADJ
gs-4339	9	57	,	,	PUNCT
gs-4339	9	58	but	but	CCONJ
gs-4339	9	59	also	also	ADV
gs-4339	9	60	on	on	ADP
gs-4339	9	61	the	the	DET
gs-4339	9	62	georgian	georgian	NOUN
gs-4339	9	63	scientists/	scientists/	NUM
gs-4339	9	64	.	.	PUNCT
gs-4339	10	1	7	7	NUM
gs-4339	10	2	n	n	DET
gs-4339	10	3	4	4	NUM
gs-4339	10	4	,	,	PUNCT
gs-4339	10	5	2025	2025	NUM
gs-4339	10	6	454	454	NUM
gs-4339	10	7	temperature	temperature	NOUN
gs-4339	10	8	of	of	ADP
gs-4339	10	9	the	the	DET
gs-4339	10	10	coagulation	coagulation	NOUN
gs-4339	10	11	bath	bath	NOUN
gs-4339	10	12	.	.	PUNCT
gs-4339	11	1	phase	phase	NOUN
gs-4339	11	2	inversion	inversion	NOUN
gs-4339	11	3	is	be	AUX
gs-4339	11	4	the	the	DET
gs-4339	11	5	process	process	NOUN
gs-4339	11	6	during	during	ADP
gs-4339	11	7	which	which	PRON
gs-4339	11	8	a	a	DET
gs-4339	11	9	polymer	polymer	NOUN
gs-4339	11	10	solution	solution	NOUN
gs-4339	11	11	is	be	AUX
gs-4339	11	12	transformed	transform	VERB
gs-4339	11	13	into	into	ADP
gs-4339	11	14	a	a	DET
gs-4339	11	15	solid	solid	ADJ
gs-4339	11	16	membrane	membrane	NOUN
gs-4339	11	17	.	.	PUNCT
gs-4339	12	1	temperature	temperature	NOUN
gs-4339	12	2	has	have	VERB
gs-4339	12	3	a	a	DET
gs-4339	12	4	significant	significant	ADJ
gs-4339	12	5	impact	impact	NOUN
gs-4339	12	6	on	on	ADP
gs-4339	12	7	the	the	DET
gs-4339	12	8	phase	phase	NOUN
gs-4339	12	9	inversion	inversion	NOUN
gs-4339	12	10	process	process	NOUN
gs-4339	12	11	of	of	ADP
gs-4339	12	12	polyethersulfone	polyethersulfone	NOUN
gs-4339	12	13	membranes	membrane	NOUN
gs-4339	12	14	,	,	PUNCT
gs-4339	12	15	affecting	affect	VERB
gs-4339	12	16	both	both	CCONJ
gs-4339	12	17	the	the	DET
gs-4339	12	18	morphology	morphology	NOUN
gs-4339	12	19	of	of	ADP
gs-4339	12	20	the	the	DET
gs-4339	12	21	final	final	ADJ
gs-4339	12	22	membrane	membrane	NOUN
gs-4339	12	23	and	and	CCONJ
gs-4339	12	24	the	the	DET
gs-4339	12	25	kinetics	kinetic	NOUN
gs-4339	12	26	of	of	ADP
gs-4339	12	27	the	the	DET
gs-4339	12	28	process	process	NOUN
gs-4339	12	29	.	.	PUNCT
gs-4339	13	1	high	high	ADJ
gs-4339	13	2	temperatures	temperature	NOUN
gs-4339	13	3	typically	typically	ADV
gs-4339	13	4	increase	increase	VERB
gs-4339	13	5	the	the	DET
gs-4339	13	6	rate	rate	NOUN
gs-4339	13	7	of	of	ADP
gs-4339	13	8	phase	phase	NOUN
gs-4339	13	9	separation	separation	NOUN
gs-4339	13	10	and	and	CCONJ
gs-4339	13	11	consequently	consequently	ADV
gs-4339	13	12	lead	lead	VERB
gs-4339	13	13	to	to	ADP
gs-4339	13	14	rapid	rapid	ADJ
gs-4339	13	15	dissolution	dissolution	NOUN
gs-4339	13	16	of	of	ADP
gs-4339	13	17	the	the	DET
gs-4339	13	18	polymer	polymer	NOUN
gs-4339	13	19	solution	solution	NOUN
gs-4339	13	20	.	.	PUNCT
gs-4339	14	1	this	this	PRON
gs-4339	14	2	can	can	AUX
gs-4339	14	3	lead	lead	VERB
gs-4339	14	4	to	to	ADP
gs-4339	14	5	the	the	DET
gs-4339	14	6	formation	formation	NOUN
gs-4339	14	7	of	of	ADP
gs-4339	14	8	a	a	DET
gs-4339	14	9	dense	dense	ADJ
gs-4339	14	10	membrane	membrane	NOUN
gs-4339	14	11	with	with	ADP
gs-4339	14	12	a	a	DET
gs-4339	14	13	thin	thin	ADJ
gs-4339	14	14	compact	compact	ADJ
gs-4339	14	15	selective	selective	ADJ
gs-4339	14	16	layer	layer	NOUN
gs-4339	14	17	and	and	CCONJ
gs-4339	14	18	potentially	potentially	ADV
gs-4339	14	19	small	small	ADJ
gs-4339	14	20	pore	pore	ADJ
gs-4339	14	21	sizes	size	NOUN
gs-4339	14	22	.	.	PUNCT
gs-4339	15	1	at	at	ADP
gs-4339	15	2	low	low	ADJ
gs-4339	15	3	temperatures	temperature	NOUN
gs-4339	15	4	,	,	PUNCT
gs-4339	15	5	on	on	ADP
gs-4339	15	6	the	the	DET
gs-4339	15	7	contrary	contrary	NOUN
gs-4339	15	8	,	,	PUNCT
gs-4339	15	9	the	the	DET
gs-4339	15	10	phase	phase	NOUN
gs-4339	15	11	inversion	inversion	NOUN
gs-4339	15	12	process	process	NOUN
gs-4339	15	13	slows	slow	VERB
gs-4339	15	14	down	down	ADP
gs-4339	15	15	,	,	PUNCT
gs-4339	15	16	giving	give	VERB
gs-4339	15	17	the	the	DET
gs-4339	15	18	polymer	polymer	NOUN
gs-4339	15	19	chains	chain	NOUN
gs-4339	15	20	more	more	ADJ
gs-4339	15	21	time	time	NOUN
gs-4339	15	22	to	to	PART
gs-4339	15	23	rearrange	rearrange	VERB
gs-4339	15	24	and	and	CCONJ
gs-4339	15	25	resulting	result	VERB
gs-4339	15	26	in	in	ADP
gs-4339	15	27	membranes	membrane	NOUN
gs-4339	15	28	with	with	ADP
gs-4339	15	29	porous	porous	ADJ
gs-4339	15	30	structures	structure	NOUN
gs-4339	15	31	with	with	ADP
gs-4339	15	32	larger	large	ADJ
gs-4339	15	33	pores	pore	NOUN
gs-4339	15	34	[	[	X
gs-4339	15	35	1,2,3	1,2,3	NUM
gs-4339	15	36	]	]	X
gs-4339	15	37	.	.	PUNCT
gs-4339	16	1	analysis	analysis	NOUN
gs-4339	16	2	in	in	ADP
gs-4339	16	3	experimental	experimental	ADJ
gs-4339	16	4	studies	study	NOUN
gs-4339	16	5	,	,	PUNCT
gs-4339	16	6	polyethersulfone	polyethersulfone	NOUN
gs-4339	16	7	5200	5200	NUM
gs-4339	16	8	in	in	ADP
gs-4339	16	9	dimethylformamide	dimethylformamide	NOUN
gs-4339	16	10	was	be	AUX
gs-4339	16	11	used	use	VERB
gs-4339	16	12	,	,	PUNCT
gs-4339	16	13	with	with	ADP
gs-4339	16	14	polyvinylpyrrolidone	polyvinylpyrrolidone	PROPN
gs-4339	16	15	as	as	ADP
gs-4339	16	16	an	an	DET
gs-4339	16	17	additive	additive	NOUN
gs-4339	16	18	,	,	PUNCT
gs-4339	16	19	which	which	PRON
gs-4339	16	20	,	,	PUNCT
gs-4339	16	21	in	in	ADP
gs-4339	16	22	addition	addition	NOUN
gs-4339	16	23	to	to	ADP
gs-4339	16	24	increasing	increase	VERB
gs-4339	16	25	the	the	DET
gs-4339	16	26	hydrophilicity	hydrophilicity	NOUN
gs-4339	16	27	of	of	ADP
gs-4339	16	28	pes	pe	NOUN
gs-4339	16	29	membranes	membrane	NOUN
gs-4339	16	30	,	,	PUNCT
gs-4339	16	31	also	also	ADV
gs-4339	16	32	plays	play	VERB
gs-4339	16	33	the	the	DET
gs-4339	16	34	role	role	NOUN
gs-4339	16	35	of	of	ADP
gs-4339	16	36	a	a	DET
gs-4339	16	37	pore	pore	ADJ
gs-4339	16	38	former	former	ADJ
gs-4339	16	39	in	in	ADP
gs-4339	16	40	the	the	DET
gs-4339	16	41	phase	phase	NOUN
gs-4339	16	42	inversion	inversion	NOUN
gs-4339	16	43	process	process	NOUN
gs-4339	16	44	.	.	PUNCT
gs-4339	17	1	the	the	DET
gs-4339	17	2	concentration	concentration	NOUN
gs-4339	17	3	of	of	ADP
gs-4339	17	4	the	the	DET
gs-4339	17	5	pes	pes	PROPN
gs-4339	17	6	/	/	SYM
gs-4339	17	7	dmp	dmp	PROPN
gs-4339	17	8	/	/	SYM
gs-4339	17	9	pvp	pvp	NOUN
gs-4339	17	10	main	main	ADJ
gs-4339	17	11	polymer	polymer	NOUN
gs-4339	17	12	in	in	ADP
gs-4339	17	13	the	the	DET
gs-4339	17	14	polymer	polymer	NOUN
gs-4339	17	15	composition	composition	NOUN
gs-4339	17	16	was	be	AUX
gs-4339	17	17	taken	take	VERB
gs-4339	17	18	as	as	ADP
gs-4339	17	19	15	15	NUM
gs-4339	17	20	%	%	NOUN
gs-4339	17	21	,	,	PUNCT
gs-4339	17	22	while	while	SCONJ
gs-4339	17	23	two	two	NUM
gs-4339	17	24	concentrations	concentration	NOUN
gs-4339	17	25	of	of	ADP
gs-4339	17	26	5	5	NUM
gs-4339	17	27	%	%	NOUN
gs-4339	17	28	and	and	CCONJ
gs-4339	17	29	7	7	NUM
gs-4339	17	30	%	%	NOUN
gs-4339	17	31	by	by	ADP
gs-4339	17	32	weight	weight	NOUN
gs-4339	17	33	were	be	AUX
gs-4339	17	34	selected	select	VERB
gs-4339	17	35	for	for	ADP
gs-4339	17	36	polyvinylpyrrolidone	polyvinylpyrrolidone	PROPN
gs-4339	17	37	.	.	PUNCT
gs-4339	18	1	precipitation	precipitation	NOUN
gs-4339	18	2	procedures	procedure	NOUN
gs-4339	18	3	were	be	AUX
gs-4339	18	4	carried	carry	VERB
gs-4339	18	5	out	out	ADP
gs-4339	18	6	separately	separately	ADV
gs-4339	18	7	for	for	ADP
gs-4339	18	8	each	each	DET
gs-4339	18	9	composition	composition	NOUN
gs-4339	18	10	at	at	ADP
gs-4339	18	11	four	four	NUM
gs-4339	18	12	temperatures	temperature	NOUN
gs-4339	18	13	.	.	PUNCT
gs-4339	19	1	the	the	DET
gs-4339	19	2	goal	goal	NOUN
gs-4339	19	3	was	be	AUX
gs-4339	19	4	to	to	PART
gs-4339	19	5	determine	determine	VERB
gs-4339	19	6	the	the	DET
gs-4339	19	7	optimal	optimal	ADJ
gs-4339	19	8	temperature	temperature	NOUN
gs-4339	19	9	for	for	ADP
gs-4339	19	10	conducting	conduct	VERB
gs-4339	19	11	phase	phase	NOUN
gs-4339	19	12	inversion	inversion	NOUN
gs-4339	19	13	at	at	ADP
gs-4339	19	14	two	two	NUM
gs-4339	19	15	different	different	ADJ
gs-4339	19	16	pvp	pvp	NOUN
gs-4339	19	17	concentrations	concentration	NOUN
gs-4339	19	18	and	and	CCONJ
gs-4339	19	19	the	the	DET
gs-4339	19	20	effect	effect	NOUN
gs-4339	19	21	of	of	ADP
gs-4339	19	22	coagulation	coagulation	NOUN
gs-4339	19	23	bath	bath	NOUN
gs-4339	19	24	temperature	temperature	NOUN
gs-4339	19	25	on	on	ADP
gs-4339	19	26	the	the	DET
gs-4339	19	27	performance	performance	NOUN
gs-4339	19	28	,	,	PUNCT
gs-4339	19	29	structure	structure	NOUN
gs-4339	19	30	,	,	PUNCT
gs-4339	19	31	and	and	CCONJ
gs-4339	19	32	pore	pore	ADJ
gs-4339	19	33	size	size	NOUN
gs-4339	19	34	of	of	ADP
gs-4339	19	35	the	the	DET
gs-4339	19	36	resulting	result	VERB
gs-4339	19	37	membranes	membrane	NOUN
gs-4339	19	38	.	.	PUNCT
gs-4339	20	1	a	a	DET
gs-4339	20	2	15	15	NUM
gs-4339	20	3	%	%	NOUN
gs-4339	20	4	pes	pe	NOUN
gs-4339	20	5	composition	composition	NOUN
gs-4339	20	6	in	in	ADP
gs-4339	20	7	dimethylformamide	dimethylformamide	NOUN
gs-4339	20	8	was	be	AUX
gs-4339	20	9	prepared	prepare	VERB
gs-4339	20	10	in	in	ADP
gs-4339	20	11	a	a	DET
gs-4339	20	12	100	100	NUM
gs-4339	20	13	ml	ml	NOUN
gs-4339	20	14	flask	flask	NOUN
gs-4339	20	15	at	at	ADP
gs-4339	20	16	50	50	NUM
gs-4339	20	17	for	for	ADP
gs-4339	20	18	24	24	NUM
gs-4339	20	19	h	h	NOUN
gs-4339	20	20	under	under	ADP
gs-4339	20	21	constant	constant	ADJ
gs-4339	20	22	stirring	stirring	NOUN
gs-4339	20	23	with	with	ADP
gs-4339	20	24	a	a	DET
gs-4339	20	25	magnetic	magnetic	ADJ
gs-4339	20	26	stirrer	stirrer	NOUN
gs-4339	20	27	.	.	PUNCT
gs-4339	21	1	the	the	DET
gs-4339	21	2	homogeneity	homogeneity	NOUN
gs-4339	21	3	of	of	ADP
gs-4339	21	4	the	the	DET
gs-4339	21	5	solution	solution	NOUN
gs-4339	21	6	was	be	AUX
gs-4339	21	7	checked	check	VERB
gs-4339	21	8	by	by	ADP
gs-4339	21	9	polarizing	polarizing	NOUN
gs-4339	21	10	-	-	PUNCT
gs-4339	21	11	interference	interference	NOUN
gs-4339	21	12	optical	optical	ADJ
gs-4339	21	13	microscopy	microscopy	NOUN
gs-4339	21	14	.	.	PUNCT
gs-4339	22	1	polyvinylpyrrolidone	polyvinylpyrrolidone	PROPN
gs-4339	22	2	was	be	AUX
gs-4339	22	3	used	use	VERB
gs-4339	22	4	as	as	ADP
gs-4339	22	5	an	an	DET
gs-4339	22	6	organic	organic	ADJ
gs-4339	22	7	additive	additive	NOUN
gs-4339	22	8	for	for	ADP
gs-4339	22	9	the	the	DET
gs-4339	22	10	polymer	polymer	NOUN
gs-4339	22	11	solution	solution	NOUN
gs-4339	22	12	,	,	PUNCT
gs-4339	22	13	and	and	CCONJ
gs-4339	22	14	two	two	NUM
gs-4339	22	15	more	more	ADJ
gs-4339	22	16	compositions	composition	NOUN
gs-4339	22	17	were	be	AUX
gs-4339	22	18	prepared	prepare	VERB
gs-4339	22	19	with	with	ADP
gs-4339	22	20	the	the	DET
gs-4339	22	21	addition	addition	NOUN
gs-4339	22	22	of	of	ADP
gs-4339	22	23	5	5	NUM
gs-4339	22	24	%	%	NOUN
gs-4339	22	25	and	and	CCONJ
gs-4339	22	26	7	7	NUM
gs-4339	22	27	%	%	NOUN
gs-4339	22	28	pvp	pvp	NOUN
gs-4339	22	29	.	.	PUNCT
gs-4339	23	1	precipitation	precipitation	NOUN
gs-4339	23	2	of	of	ADP
gs-4339	23	3	both	both	DET
gs-4339	23	4	compositions	composition	NOUN
gs-4339	23	5	occurred	occur	VERB
gs-4339	23	6	at	at	ADP
gs-4339	23	7	10	10	NUM
gs-4339	23	8	,	,	PUNCT
gs-4339	23	9	20	20	NUM
gs-4339	23	10	,	,	PUNCT
gs-4339	23	11	30	30	NUM
gs-4339	23	12	,	,	PUNCT
gs-4339	23	13	40	40	NUM
gs-4339	23	14	.	.	PUNCT
gs-4339	24	1	the	the	DET
gs-4339	24	2	parameters	parameter	NOUN
gs-4339	24	3	of	of	ADP
gs-4339	24	4	polymer	polymer	NOUN
gs-4339	24	5	opening	opening	NOUN
gs-4339	24	6	in	in	ADP
gs-4339	24	7	the	the	DET
gs-4339	24	8	membrane	membrane	NOUN
gs-4339	24	9	compositions	composition	NOUN
gs-4339	24	10	,	,	PUNCT
gs-4339	24	11	particle	particle	NOUN
gs-4339	24	12	size	size	NOUN
gs-4339	24	13	,	,	PUNCT
gs-4339	24	14	concentration	concentration	NOUN
gs-4339	24	15	and	and	CCONJ
gs-4339	24	16	degree	degree	NOUN
gs-4339	24	17	of	of	ADP
gs-4339	24	18	dispersion	dispersion	NOUN
gs-4339	24	19	(	(	PUNCT
gs-4339	24	20	pdi	pdi	PROPN
gs-4339	24	21	)	)	PUNCT
gs-4339	24	22	of	of	ADP
gs-4339	24	23	pes	pes	PROPN
gs-4339	24	24	/	/	SYM
gs-4339	24	25	dmf	dmf	PROPN
gs-4339	24	26	were	be	AUX
gs-4339	24	27	determined	determine	VERB
gs-4339	24	28	using	use	VERB
gs-4339	24	29	an	an	DET
gs-4339	24	30	instrument	instrument	NOUN
gs-4339	24	31	(	(	PUNCT
gs-4339	24	32	zetasizer	zetasizer	X
gs-4339	24	33	nano	nano	X
gs-4339	24	34	zen	zen	PROPN
gs-4339	24	35	3690malvern	3690malvern	PROPN
gs-4339	24	36	instruments	instrument	NOUN
gs-4339	24	37	,	,	PUNCT
gs-4339	24	38	england	england	PROPN
gs-4339	24	39	)	)	PUNCT
gs-4339	24	40	.	.	PUNCT
gs-4339	25	1	figures	figure	NOUN
gs-4339	25	2	1	1	NUM
gs-4339	25	3	,	,	PUNCT
gs-4339	25	4	2	2	NUM
gs-4339	25	5	and	and	CCONJ
gs-4339	25	6	3	3	NUM
gs-4339	25	7	show	show	VERB
gs-4339	25	8	the	the	DET
gs-4339	25	9	particle	particle	NOUN
gs-4339	25	10	intensity	intensity	NOUN
gs-4339	25	11	curves	curve	NOUN
gs-4339	25	12	of	of	ADP
gs-4339	25	13	pes	pe	NOUN
gs-4339	25	14	compositions	composition	NOUN
gs-4339	25	15	without	without	ADP
gs-4339	25	16	additives	additive	NOUN
gs-4339	25	17	,	,	PUNCT
gs-4339	25	18	containing	contain	VERB
gs-4339	25	19	5	5	NUM
gs-4339	25	20	%	%	NOUN
gs-4339	25	21	and	and	CCONJ
gs-4339	25	22	7	7	NUM
gs-4339	25	23	%	%	NOUN
gs-4339	25	24	pvp	pvp	NOUN
gs-4339	25	25	.	.	PUNCT
gs-4339	26	1	in	in	ADP
gs-4339	26	2	the	the	DET
gs-4339	26	3	pes	pes	PROPN
gs-4339	26	4	/	/	SYM
gs-4339	26	5	dmf	dmf	PROPN
gs-4339	26	6	composition	composition	NOUN
gs-4339	26	7	without	without	ADP
gs-4339	26	8	additive	additive	NOUN
gs-4339	26	9	,	,	PUNCT
gs-4339	26	10	the	the	DET
gs-4339	26	11	particle	particle	NOUN
gs-4339	26	12	sizes	size	NOUN
gs-4339	26	13	are	be	AUX
gs-4339	26	14	up	up	ADP
gs-4339	26	15	to	to	PART
gs-4339	26	16	100	100	NUM
gs-4339	26	17	nanometers	nanometer	NOUN
gs-4339	26	18	,	,	PUNCT
gs-4339	26	19	while	while	SCONJ
gs-4339	26	20	in	in	ADP
gs-4339	26	21	the	the	DET
gs-4339	26	22	5	5	NUM
gs-4339	26	23	%	%	NOUN
gs-4339	26	24	and	and	CCONJ
gs-4339	26	25	7	7	NUM
gs-4339	26	26	%	%	NOUN
gs-4339	26	27	pvp	pvp	NOUN
gs-4339	26	28	-	-	PUNCT
gs-4339	26	29	containing	contain	VERB
gs-4339	26	30	compositions	composition	NOUN
gs-4339	26	31	,	,	PUNCT
gs-4339	26	32	the	the	DET
gs-4339	26	33	particle	particle	NOUN
gs-4339	26	34	sizes	size	NOUN
gs-4339	26	35	increase	increase	VERB
gs-4339	26	36	from	from	ADP
gs-4339	26	37	300	300	NUM
gs-4339	26	38	nm	nm	NOUN
gs-4339	26	39	to	to	ADP
gs-4339	26	40	600	600	NUM
gs-4339	26	41	nm	nm	NOUN
gs-4339	26	42	with	with	ADP
gs-4339	26	43	increasing	increase	VERB
gs-4339	26	44	additive	additive	ADJ
gs-4339	26	45	concentration	concentration	NOUN
gs-4339	26	46	.	.	PUNCT
gs-4339	27	1	georgian	georgian	NOUN
gs-4339	27	2	scientists/	scientists/	NUM
gs-4339	27	3	.	.	PUNCT
gs-4339	28	1	7	7	NUM
gs-4339	28	2	n	n	DET
gs-4339	28	3	4	4	NUM
gs-4339	28	4	,	,	PUNCT
gs-4339	28	5	2025	2025	NUM
gs-4339	28	6	455	455	NUM
gs-4339	28	7	figure	figure	NOUN
gs-4339	28	8	1	1	NUM
gs-4339	28	9	.	.	PUNCT
gs-4339	28	10	particle	particle	NOUN
gs-4339	28	11	intensity	intensity	NOUN
gs-4339	28	12	curve	curve	NOUN
gs-4339	28	13	in	in	ADP
gs-4339	28	14	pes	pe	NOUN
gs-4339	28	15	/	/	SYM
gs-4339	28	16	dmp/	dmp/	NOUN
gs-4339	28	17	solution	solution	NOUN
gs-4339	28	18	.	.	PUNCT
gs-4339	29	1	figure	figure	NOUN
gs-4339	29	2	2	2	NUM
gs-4339	29	3	.	.	PUNCT
gs-4339	29	4	particle	particle	NOUN
gs-4339	29	5	intensity	intensity	NOUN
gs-4339	29	6	curve	curve	NOUN
gs-4339	29	7	in	in	ADP
gs-4339	29	8	pes	pes	PROPN
gs-4339	29	9	/	/	SYM
gs-4339	29	10	dmp/5	dmp/5	PROPN
gs-4339	29	11	%	%	NOUN
gs-4339	29	12	pv	pv	NOUN
gs-4339	29	13	solution	solution	NOUN
gs-4339	29	14	.	.	PUNCT
gs-4339	30	1	figure	figure	NOUN
gs-4339	30	2	3	3	NUM
gs-4339	30	3	.	.	PUNCT
gs-4339	30	4	particle	particle	NOUN
gs-4339	30	5	intensity	intensity	NOUN
gs-4339	30	6	curve	curve	NOUN
gs-4339	30	7	in	in	ADP
gs-4339	30	8	the	the	DET
gs-4339	30	9	pes	pe	NOUN
gs-4339	30	10	/	/	SYM
gs-4339	30	11	dmp/7%pvp	dmp/7%pvp	NOUN
gs-4339	30	12	composition	composition	NOUN
gs-4339	30	13	.	.	PUNCT
gs-4339	31	1	the	the	DET
gs-4339	31	2	resulting	result	VERB
gs-4339	31	3	compositions	composition	NOUN
gs-4339	31	4	were	be	AUX
gs-4339	31	5	precipitated	precipitate	VERB
gs-4339	31	6	in	in	ADP
gs-4339	31	7	water	water	NOUN
gs-4339	31	8	at	at	ADP
gs-4339	31	9	10	10	NUM
gs-4339	31	10	,	,	PUNCT
gs-4339	31	11	20	20	NUM
gs-4339	31	12	,	,	PUNCT
gs-4339	31	13	30	30	NUM
gs-4339	31	14	,	,	PUNCT
gs-4339	31	15	and	and	CCONJ
gs-4339	31	16	40	40	NUM
gs-4339	31	17	.	.	PUNCT
gs-4339	32	1	infrared	infrared	PROPN
gs-4339	32	2	(	(	PUNCT
gs-4339	32	3	ir	ir	NOUN
gs-4339	32	4	)	)	PUNCT
gs-4339	32	5	spectroscopy	spectroscopy	NOUN
gs-4339	32	6	was	be	AUX
gs-4339	32	7	used	use	VERB
gs-4339	32	8	to	to	PART
gs-4339	32	9	analyze	analyze	VERB
gs-4339	32	10	the	the	DET
gs-4339	32	11	chemical	chemical	ADJ
gs-4339	32	12	structure	structure	NOUN
gs-4339	32	13	of	of	ADP
gs-4339	32	14	the	the	DET
gs-4339	32	15	membranes	membrane	NOUN
gs-4339	32	16	precipitated	precipitate	VERB
gs-4339	32	17	at	at	ADP
gs-4339	32	18	different	different	ADJ
gs-4339	32	19	temperatures	temperature	NOUN
gs-4339	32	20	.	.	PUNCT
gs-4339	33	1	no	no	DET
gs-4339	33	2	significant	significant	ADJ
gs-4339	33	3	differences	difference	NOUN
gs-4339	33	4	were	be	AUX
gs-4339	33	5	observed	observe	VERB
gs-4339	33	6	in	in	ADP
gs-4339	33	7	the	the	DET
gs-4339	33	8	spectra	spectra	NOUN
gs-4339	33	9	of	of	ADP
gs-4339	33	10	membranes	membrane	NOUN
gs-4339	33	11	precipitated	precipitate	VERB
gs-4339	33	12	at	at	ADP
gs-4339	33	13	different	different	ADJ
gs-4339	33	14	concentrations	concentration	NOUN
gs-4339	33	15	and	and	CCONJ
gs-4339	33	16	temperatures	temperature	NOUN
gs-4339	33	17	(	(	PUNCT
gs-4339	33	18	figures	figure	NOUN
gs-4339	33	19	4	4	NUM
gs-4339	33	20	and	and	CCONJ
gs-4339	33	21	5	5	NUM
gs-4339	33	22	)	)	PUNCT
gs-4339	33	23	.	.	PUNCT
gs-4339	34	1	figure	figure	VERB
gs-4339	34	2	4	4	NUM
gs-4339	34	3	.	.	PUNCT
gs-4339	34	4	infrared	infrared	ADJ
gs-4339	34	5	image	image	NOUN
gs-4339	34	6	of	of	ADP
gs-4339	34	7	the	the	DET
gs-4339	34	8	n2	n2	ADJ
gs-4339	34	9	membrane	membrane	NOUN
gs-4339	34	10	34	34	NUM
gs-4339	34	11	29	29	NUM
gs-4339	34	12	.6	.6	NUM
gs-4339	34	13	2	2	NUM
gs-4339	34	14	30	30	NUM
gs-4339	34	15	95	95	NUM
gs-4339	34	16	.5	.5	NUM
gs-4339	34	17	0	0	NUM
gs-4339	34	18	15	15	NUM
gs-4339	34	19	78	78	NUM
gs-4339	34	20	.2	.2	NUM
gs-4339	34	21	4	4	NUM
gs-4339	34	22	14	14	NUM
gs-4339	34	23	86	86	NUM
gs-4339	34	24	.2	.2	NUM
gs-4339	34	25	8	8	NUM
gs-4339	34	26	14	14	NUM
gs-4339	34	27	06	06	NUM
gs-4339	34	28	.8	.8	NUM
gs-4339	34	29	2	2	NUM
gs-4339	34	30	13	13	NUM
gs-4339	34	31	21	21	NUM
gs-4339	34	32	.6	.6	NUM
gs-4339	34	33	0	0	NUM
gs-4339	35	1	12	12	NUM
gs-4339	35	2	97	97	NUM
gs-4339	35	3	.9	.9	NUM
gs-4339	35	4	2	2	NUM
gs-4339	35	5	12	12	NUM
gs-4339	35	6	41	41	NUM
gs-4339	35	7	.3	.3	NUM
gs-4339	35	8	0	0	NUM
gs-4339	35	9	11	11	NUM
gs-4339	35	10	50	50	NUM
gs-4339	35	11	.8	.8	NUM
gs-4339	35	12	2	2	NUM
gs-4339	35	13	11	11	NUM
gs-4339	35	14	05	05	NUM
gs-4339	36	1	.6	.6	NUM
gs-4339	36	2	1	1	NUM
gs-4339	36	3	10	10	NUM
gs-4339	36	4	72	72	NUM
gs-4339	36	5	.1	.1	NUM
gs-4339	36	6	3	3	NUM
gs-4339	36	7	10	10	NUM
gs-4339	36	8	11	11	NUM
gs-4339	36	9	.4	.4	NUM
gs-4339	36	10	1	1	NUM
gs-4339	36	11	87	87	NUM
gs-4339	36	12	1	1	NUM
gs-4339	36	13	.	.	PUNCT
gs-4339	36	14	67	67	NUM
gs-4339	36	15	83	83	NUM
gs-4339	36	16	6	6	NUM
gs-4339	36	17	.	.	NUM
gs-4339	36	18	06	06	NUM
gs-4339	36	19	79	79	NUM
gs-4339	36	20	6	6	NUM
gs-4339	36	21	.	.	PUNCT
gs-4339	37	1	92	92	NUM
gs-4339	37	2	71	71	NUM
gs-4339	37	3	8	8	NUM
gs-4339	37	4	.	.	PUNCT
gs-4339	38	1	37	37	NUM
gs-4339	38	2	70	70	NUM
gs-4339	38	3	1	1	NUM
gs-4339	38	4	.	.	PUNCT
gs-4339	39	1	05	05	NUM
gs-4339	40	1	62	62	NUM
gs-4339	40	2	7	7	NUM
gs-4339	40	3	.	.	X
gs-4339	40	4	28	28	NUM
gs-4339	40	5	55	55	NUM
gs-4339	40	6	6	6	NUM
gs-4339	40	7	.	.	PUNCT
gs-4339	40	8	14	14	NUM
gs-4339	40	9	52	52	NUM
gs-4339	40	10	0	0	NUM
gs-4339	40	11	.	.	PUNCT
gs-4339	41	1	54	54	NUM
gs-4339	41	2	41	41	NUM
gs-4339	41	3	3	3	NUM
gs-4339	41	4	.	.	NUM
gs-4339	41	5	25	25	NUM
gs-4339	41	6	500100015002000250030003500	500100015002000250030003500	NUM
gs-4339	41	7	wavenumber	wavenumber	NOUN
gs-4339	41	8	cm-1	cm-1	PROPN
gs-4339	41	9	0	0	NUM
gs-4339	41	10	.	.	PUNCT
gs-4339	41	11	00	00	NUM
gs-4339	42	1	0	0	NUM
gs-4339	42	2	.	.	PUNCT
gs-4339	43	1	05	05	NUM
gs-4339	43	2	0	0	NUM
gs-4339	43	3	.	.	PUNCT
gs-4339	44	1	10	10	NUM
gs-4339	44	2	0	0	NUM
gs-4339	44	3	.	.	PUNCT
gs-4339	44	4	15	15	NUM
gs-4339	44	5	0	0	NUM
gs-4339	44	6	.	.	NOUN
gs-4339	45	1	20	20	NUM
gs-4339	45	2	0	0	NUM
gs-4339	45	3	.	.	PUNCT
gs-4339	46	1	25	25	NUM
gs-4339	46	2	ab	ab	NOUN
gs-4339	46	3	so	so	ADV
gs-4339	46	4	rb	rb	PROPN
gs-4339	46	5	an	an	DET
gs-4339	46	6	ce	ce	PROPN
gs-4339	46	7	u	u	PROPN
gs-4339	46	8	ni	ni	PROPN
gs-4339	46	9	ts	ts	ADP
gs-4339	46	10	georgian	georgian	PROPN
gs-4339	46	11	scientists/	scientists/	NUM
gs-4339	46	12	.	.	PUNCT
gs-4339	47	1	7	7	NUM
gs-4339	47	2	n	n	DET
gs-4339	47	3	4	4	NUM
gs-4339	47	4	,	,	PUNCT
gs-4339	47	5	2025	2025	NUM
gs-4339	47	6	456	456	NUM
gs-4339	47	7	figure	figure	NOUN
gs-4339	47	8	5	5	NUM
gs-4339	47	9	.	.	PUNCT
gs-4339	47	10	infrared	infrared	ADJ
gs-4339	47	11	image	image	NOUN
gs-4339	47	12	of	of	ADP
gs-4339	47	13	the	the	DET
gs-4339	47	14	n6	n6	PROPN
gs-4339	47	15	membrane	membrane	NOUN
gs-4339	47	16	all	all	DET
gs-4339	47	17	membranes	membrane	NOUN
gs-4339	47	18	have	have	VERB
gs-4339	47	19	similar	similar	ADJ
gs-4339	47	20	peaks	peak	NOUN
gs-4339	47	21	,	,	PUNCT
gs-4339	47	22	which	which	PRON
gs-4339	47	23	is	be	AUX
gs-4339	47	24	due	due	ADJ
gs-4339	47	25	to	to	ADP
gs-4339	47	26	the	the	DET
gs-4339	47	27	properties	property	NOUN
gs-4339	47	28	of	of	ADP
gs-4339	47	29	the	the	DET
gs-4339	47	30	main	main	ADJ
gs-4339	47	31	polymer	polymer	NOUN
gs-4339	47	32	polyethersulfone	polyethersulfone	NOUN
gs-4339	47	33	.	.	PUNCT
gs-4339	48	1	because	because	SCONJ
gs-4339	48	2	during	during	ADP
gs-4339	48	3	precipitation	precipitation	NOUN
gs-4339	48	4	the	the	DET
gs-4339	48	5	additive	additive	NOUN
gs-4339	48	6	is	be	AUX
gs-4339	48	7	transferred	transfer	VERB
gs-4339	48	8	to	to	ADP
gs-4339	48	9	water	water	NOUN
gs-4339	48	10	.	.	PUNCT
gs-4339	49	1	figures	figure	NOUN
gs-4339	49	2	4	4	NUM
gs-4339	49	3	and	and	CCONJ
gs-4339	49	4	5	5	NUM
gs-4339	49	5	show	show	VERB
gs-4339	49	6	the	the	DET
gs-4339	49	7	spectra	spectra	NOUN
gs-4339	49	8	of	of	ADP
gs-4339	49	9	the	the	DET
gs-4339	49	10	membrane	membrane	NOUN
gs-4339	49	11	samples	sample	NOUN
gs-4339	49	12	.	.	PUNCT
gs-4339	50	1	621	621	NUM
gs-4339	50	2	cm-1	cm-1	NOUN
gs-4339	50	3	corresponds	correspond	VERB
gs-4339	50	4	to	to	ADP
gs-4339	50	5	c	c	NOUN
gs-4339	50	6	,	,	PUNCT
gs-4339	50	7	882	882	NUM
gs-4339	50	8	cm-1	cm-1	NOUN
gs-4339	50	9	to	to	ADP
gs-4339	50	10	the	the	DET
gs-4339	50	11	unpaired	unpaired	ADJ
gs-4339	50	12	bond	bond	NOUN
gs-4339	50	13	c	c	NOUN
gs-4339	50	14	=	=	SYM
gs-4339	50	15	c	c	NOUN
gs-4339	50	16	of	of	ADP
gs-4339	50	17	the	the	DET
gs-4339	50	18	aromatic	aromatic	ADJ
gs-4339	50	19	core	core	NOUN
gs-4339	50	20	.	.	PUNCT
gs-4339	51	1	the	the	DET
gs-4339	51	2	peaks	peak	NOUN
gs-4339	51	3	at	at	ADP
gs-4339	51	4	1150	1150	NUM
gs-4339	51	5	cm-1	cm-1	NOUN
gs-4339	51	6	,	,	PUNCT
gs-4339	51	7	1235	1235	NUM
gs-4339	51	8	cm-1	cm-1	NOUN
gs-4339	51	9	and	and	CCONJ
gs-4339	51	10	1483	1483	NUM
gs-4339	51	11	cm-1	cm-1	VERB
gs-4339	51	12	are	be	AUX
gs-4339	51	13	attributed	attribute	VERB
gs-4339	51	14	to	to	ADP
gs-4339	51	15	the	the	DET
gs-4339	51	16	sulfonic	sulfonic	ADJ
gs-4339	51	17	group	group	NOUN
gs-4339	51	18	o	o	NOUN
gs-4339	52	1	=	=	SYM
gs-4339	52	2	s	s	NOUN
gs-4339	52	3	=	=	NOUN
gs-4339	52	4	o	o	NOUN
gs-4339	52	5	,	,	PUNCT
gs-4339	52	6	while	while	SCONJ
gs-4339	52	7	the	the	DET
gs-4339	52	8	aromatic	aromatic	ADJ
gs-4339	52	9	ether	ether	NOUN
gs-4339	52	10	group	group	NOUN
gs-4339	52	11	c	c	NOUN
gs-4339	52	12	-	-	PUNCT
gs-4339	52	13	o	o	NOUN
gs-4339	52	14	-	-	NOUN
gs-4339	52	15	c	c	NOUN
gs-4339	52	16	is	be	AUX
gs-4339	52	17	at	at	ADP
gs-4339	52	18	1296	1296	NUM
gs-4339	52	19	cm-1	cm-1	NOUN
gs-4339	52	20	.	.	PUNCT
gs-4339	53	1	the	the	DET
gs-4339	53	2	peak	peak	NOUN
gs-4339	53	3	at	at	ADP
gs-4339	53	4	706	706	NUM
gs-4339	53	5	cm-1	cm-1	PART
gs-4339	53	6	indicates	indicate	VERB
gs-4339	53	7	the	the	DET
gs-4339	53	8	presence	presence	NOUN
gs-4339	53	9	of	of	ADP
gs-4339	53	10	a	a	DET
gs-4339	53	11	c	c	NOUN
gs-4339	53	12	-	-	PUNCT
gs-4339	53	13	s	s	NOUN
gs-4339	53	14	bond	bond	NOUN
gs-4339	53	15	.	.	PUNCT
gs-4339	54	1	the	the	DET
gs-4339	54	2	morphological	morphological	ADJ
gs-4339	54	3	changes	change	NOUN
gs-4339	54	4	of	of	ADP
gs-4339	54	5	the	the	DET
gs-4339	54	6	surface	surface	NOUN
gs-4339	54	7	of	of	ADP
gs-4339	54	8	membranes	membrane	NOUN
gs-4339	54	9	deposited	deposit	VERB
gs-4339	54	10	at	at	ADP
gs-4339	54	11	different	different	ADJ
gs-4339	54	12	temperatures	temperature	NOUN
gs-4339	54	13	were	be	AUX
gs-4339	54	14	imaged	image	VERB
gs-4339	54	15	using	use	VERB
gs-4339	54	16	a	a	DET
gs-4339	54	17	scanning	scanning	NOUN
gs-4339	54	18	probe	probe	NOUN
gs-4339	54	19	microscope	microscope	NOUN
gs-4339	54	20	.	.	PUNCT
gs-4339	55	1	the	the	DET
gs-4339	55	2	addition	addition	NOUN
gs-4339	55	3	of	of	ADP
gs-4339	55	4	hydrophilic	hydrophilic	ADJ
gs-4339	55	5	polyvinylpyrrolidone	polyvinylpyrrolidone	NOUN
gs-4339	55	6	to	to	ADP
gs-4339	55	7	the	the	DET
gs-4339	55	8	deposition	deposition	NOUN
gs-4339	55	9	solutions	solution	NOUN
gs-4339	55	10	resulted	result	VERB
gs-4339	55	11	in	in	ADP
gs-4339	55	12	a	a	DET
gs-4339	55	13	change	change	NOUN
gs-4339	55	14	in	in	ADP
gs-4339	55	15	the	the	DET
gs-4339	55	16	morphology	morphology	NOUN
gs-4339	55	17	of	of	ADP
gs-4339	55	18	the	the	DET
gs-4339	55	19	resulting	result	VERB
gs-4339	55	20	membranes	membrane	NOUN
gs-4339	55	21	.	.	PUNCT
gs-4339	56	1	the	the	DET
gs-4339	56	2	surface	surface	NOUN
gs-4339	56	3	topography	topography	NOUN
gs-4339	56	4	of	of	ADP
gs-4339	56	5	membranes	membrane	NOUN
gs-4339	56	6	deposited	deposit	VERB
gs-4339	56	7	at	at	ADP
gs-4339	56	8	a	a	DET
gs-4339	56	9	low	low	ADJ
gs-4339	56	10	temperature	temperature	NOUN
gs-4339	56	11	of	of	ADP
gs-4339	56	12	10	10	NUM
gs-4339	56	13	(	(	PUNCT
gs-4339	56	14	figures	figure	NOUN
gs-4339	56	15	6	6	NUM
gs-4339	56	16	,	,	PUNCT
gs-4339	56	17	7	7	NUM
gs-4339	56	18	)	)	PUNCT
gs-4339	56	19	with	with	ADP
gs-4339	56	20	both	both	PRON
gs-4339	56	21	5	5	NUM
gs-4339	56	22	%	%	NOUN
gs-4339	56	23	and	and	CCONJ
gs-4339	56	24	7	7	NUM
gs-4339	56	25	%	%	NOUN
gs-4339	56	26	pvp	pvp	NOUN
gs-4339	56	27	addition	addition	NOUN
gs-4339	56	28	is	be	AUX
gs-4339	56	29	worse	bad	ADJ
gs-4339	56	30	than	than	ADP
gs-4339	56	31	that	that	PRON
gs-4339	56	32	of	of	ADP
gs-4339	56	33	membranes	membrane	NOUN
gs-4339	56	34	obtained	obtain	VERB
gs-4339	56	35	by	by	ADP
gs-4339	56	36	performing	perform	VERB
gs-4339	56	37	phase	phase	NOUN
gs-4339	56	38	inversion	inversion	NOUN
gs-4339	56	39	at	at	ADP
gs-4339	56	40	20	20	NUM
gs-4339	56	41	and	and	CCONJ
gs-4339	56	42	30	30	NUM
gs-4339	56	43	(	(	PUNCT
gs-4339	56	44	figures	figure	NOUN
gs-4339	56	45	8)	8)	NUM
gs-4339	56	46	.	.	PUNCT
gs-4339	57	1	on	on	ADP
gs-4339	57	2	the	the	DET
gs-4339	57	3	surface	surface	NOUN
gs-4339	57	4	of	of	ADP
gs-4339	57	5	membranes	membrane	NOUN
gs-4339	57	6	deposited	deposit	VERB
gs-4339	57	7	at	at	ADP
gs-4339	57	8	10	10	NUM
gs-4339	57	9	and	and	CCONJ
gs-4339	57	10	40	40	NUM
gs-4339	57	11	,	,	PUNCT
gs-4339	57	12	roughness	roughness	NOUN
gs-4339	57	13	is	be	AUX
gs-4339	57	14	observed	observe	VERB
gs-4339	57	15	,	,	PUNCT
gs-4339	57	16	porosity	porosity	NOUN
gs-4339	57	17	decreases	decrease	VERB
gs-4339	57	18	,	,	PUNCT
gs-4339	57	19	and	and	CCONJ
gs-4339	57	20	despite	despite	SCONJ
gs-4339	57	21	the	the	DET
gs-4339	57	22	increase	increase	NOUN
gs-4339	57	23	in	in	ADP
gs-4339	57	24	pore	pore	ADJ
gs-4339	57	25	size	size	NOUN
gs-4339	57	26	,	,	PUNCT
gs-4339	57	27	there	there	PRON
gs-4339	57	28	is	be	VERB
gs-4339	57	29	a	a	DET
gs-4339	57	30	decrease	decrease	NOUN
gs-4339	57	31	in	in	ADP
gs-4339	57	32	performance	performance	NOUN
gs-4339	57	33	.	.	PUNCT
gs-4339	58	1	figure	figure	NOUN
gs-4339	58	2	6	6	NUM
gs-4339	58	3	.	.	PUNCT
gs-4339	59	1	n1	n1	ADJ
gs-4339	59	2	membrane	membrane	NOUN
gs-4339	59	3	34	34	NUM
gs-4339	59	4	08	08	NUM
gs-4339	59	5	.4	.4	NUM
gs-4339	59	6	9	9	NUM
gs-4339	59	7	30	30	NUM
gs-4339	59	8	94	94	NUM
gs-4339	59	9	.7	.7	NUM
gs-4339	59	10	8	8	NUM
gs-4339	59	11	28	28	NUM
gs-4339	59	12	78	78	NUM
gs-4339	59	13	.4	.4	NUM
gs-4339	59	14	4	4	NUM
gs-4339	59	15	15	15	NUM
gs-4339	59	16	78	78	NUM
gs-4339	59	17	.1	.1	NUM
gs-4339	59	18	7	7	NUM
gs-4339	59	19	14	14	NUM
gs-4339	59	20	86	86	NUM
gs-4339	59	21	.3	.3	NUM
gs-4339	59	22	8	8	NUM
gs-4339	59	23	14	14	NUM
gs-4339	59	24	09	09	NUM
gs-4339	59	25	.2	.2	NUM
gs-4339	59	26	5	5	NUM
gs-4339	59	27	13	13	NUM
gs-4339	59	28	21	21	NUM
gs-4339	59	29	.9	.9	NUM
gs-4339	59	30	3	3	NUM
gs-4339	59	31	12	12	NUM
gs-4339	59	32	98	98	NUM
gs-4339	59	33	.1	.1	NUM
gs-4339	59	34	6	6	NUM
gs-4339	59	35	12	12	NUM
gs-4339	59	36	41	41	NUM
gs-4339	59	37	.4	.4	NUM
gs-4339	59	38	5	5	NUM
gs-4339	59	39	11	11	NUM
gs-4339	59	40	51	51	NUM
gs-4339	59	41	.1	.1	NUM
gs-4339	59	42	9	9	NUM
gs-4339	59	43	11	11	NUM
gs-4339	59	44	05	05	NUM
gs-4339	60	1	.6	.6	NUM
gs-4339	60	2	1	1	NUM
gs-4339	60	3	10	10	NUM
gs-4339	60	4	72	72	NUM
gs-4339	60	5	.1	.1	NOUN
gs-4339	60	6	7	7	NUM
gs-4339	60	7	10	10	NUM
gs-4339	60	8	11	11	NUM
gs-4339	60	9	.3	.3	NUM
gs-4339	60	10	5	5	NUM
gs-4339	60	11	95	95	NUM
gs-4339	60	12	0	0	NUM
gs-4339	60	13	.	.	PUNCT
gs-4339	61	1	47	47	NUM
gs-4339	61	2	87	87	NUM
gs-4339	61	3	1	1	NUM
gs-4339	61	4	.	.	PUNCT
gs-4339	62	1	96	96	NUM
gs-4339	62	2	83	83	NUM
gs-4339	62	3	6	6	NUM
gs-4339	62	4	.	.	PUNCT
gs-4339	63	1	71	71	NUM
gs-4339	63	2	79	79	NUM
gs-4339	63	3	7	7	NUM
gs-4339	63	4	.	.	X
gs-4339	63	5	07	07	NUM
gs-4339	63	6	71	71	NUM
gs-4339	63	7	8	8	NUM
gs-4339	63	8	.	.	PUNCT
gs-4339	64	1	73	73	NUM
gs-4339	64	2	70	70	NUM
gs-4339	64	3	1	1	NUM
gs-4339	64	4	.	.	PUNCT
gs-4339	64	5	00	00	NUM
gs-4339	65	1	62	62	NUM
gs-4339	65	2	7	7	NUM
gs-4339	65	3	.	.	NUM
gs-4339	65	4	36	36	NUM
gs-4339	65	5	55	55	NUM
gs-4339	65	6	6	6	NUM
gs-4339	65	7	.	.	PUNCT
gs-4339	65	8	54	54	NUM
gs-4339	65	9	52	52	NUM
gs-4339	65	10	1	1	NUM
gs-4339	65	11	.	.	NUM
gs-4339	65	12	29	29	NUM
gs-4339	65	13	41	41	NUM
gs-4339	65	14	3	3	NUM
gs-4339	65	15	.	.	NUM
gs-4339	65	16	12	12	NUM
gs-4339	65	17	500100015002000250030003500	500100015002000250030003500	NUM
gs-4339	65	18	wavenumber	wavenumber	NOUN
gs-4339	65	19	cm-1	cm-1	PROPN
gs-4339	65	20	0	0	NUM
gs-4339	65	21	.	.	PUNCT
gs-4339	65	22	00	00	NUM
gs-4339	66	1	0	0	NUM
gs-4339	66	2	.	.	PUNCT
gs-4339	67	1	05	05	NUM
gs-4339	67	2	0	0	NUM
gs-4339	67	3	.	.	PUNCT
gs-4339	68	1	10	10	NUM
gs-4339	68	2	0	0	NUM
gs-4339	68	3	.	.	PUNCT
gs-4339	68	4	15	15	NUM
gs-4339	68	5	0	0	NUM
gs-4339	68	6	.	.	NOUN
gs-4339	69	1	20	20	NUM
gs-4339	69	2	0	0	NUM
gs-4339	69	3	.	.	PUNCT
gs-4339	70	1	25	25	NUM
gs-4339	70	2	ab	ab	NOUN
gs-4339	70	3	so	so	ADV
gs-4339	70	4	rb	rb	PROPN
gs-4339	70	5	an	an	DET
gs-4339	70	6	ce	ce	PROPN
gs-4339	70	7	u	u	PROPN
gs-4339	70	8	ni	ni	PROPN
gs-4339	70	9	ts	ts	ADP
gs-4339	70	10	georgian	georgian	PROPN
gs-4339	70	11	scientists/	scientists/	NUM
gs-4339	70	12	.	.	PUNCT
gs-4339	71	1	7	7	NUM
gs-4339	71	2	n	n	DET
gs-4339	71	3	4	4	NUM
gs-4339	71	4	,	,	PUNCT
gs-4339	71	5	2025	2025	NUM
gs-4339	71	6	457	457	NUM
gs-4339	71	7	figure	figure	NOUN
gs-4339	71	8	7	7	NUM
gs-4339	71	9	.	.	PUNCT
gs-4339	71	10	n5	n5	PROPN
gs-4339	71	11	membrane	membrane	NOUN
gs-4339	71	12	figure	figure	NOUN
gs-4339	71	13	8	8	NUM
gs-4339	71	14	.	.	PUNCT
gs-4339	71	15	n2	n2	ADJ
gs-4339	71	16	membrane	membrane	NOUN
gs-4339	71	17	figure	figure	NOUN
gs-4339	71	18	9	9	NUM
gs-4339	71	19	.	.	PUNCT
gs-4339	72	1	n7	n7	PROPN
gs-4339	72	2	membrane	membrane	VERB
gs-4339	72	3	the	the	DET
gs-4339	72	4	characteristics	characteristic	NOUN
gs-4339	72	5	of	of	ADP
gs-4339	72	6	membranes	membrane	NOUN
gs-4339	72	7	deposited	deposit	VERB
gs-4339	72	8	from	from	ADP
gs-4339	72	9	15	15	NUM
gs-4339	72	10	%	%	NOUN
gs-4339	72	11	polyethersulfone	polyethersulfone	NOUN
gs-4339	72	12	polymer	polymer	NOUN
gs-4339	72	13	solutions	solution	NOUN
gs-4339	72	14	containing	contain	VERB
gs-4339	72	15	5	5	NUM
gs-4339	72	16	%	%	NOUN
gs-4339	72	17	and	and	CCONJ
gs-4339	72	18	7	7	NUM
gs-4339	72	19	%	%	NOUN
gs-4339	72	20	pvp	pvp	NOUN
gs-4339	72	21	at	at	ADP
gs-4339	72	22	different	different	ADJ
gs-4339	72	23	temperatures	temperature	NOUN
gs-4339	72	24	are	be	AUX
gs-4339	72	25	given	give	VERB
gs-4339	72	26	in	in	ADP
gs-4339	72	27	table	table	NOUN
gs-4339	72	28	1	1	NUM
gs-4339	72	29	.	.	PUNCT
gs-4339	73	1	georgian	georgian	NOUN
gs-4339	73	2	scientists/	scientists/	NUM
gs-4339	73	3	.	.	PUNCT
gs-4339	74	1	7	7	NUM
gs-4339	74	2	n	n	DET
gs-4339	74	3	4	4	NUM
gs-4339	74	4	,	,	PUNCT
gs-4339	74	5	2025	2025	NUM
gs-4339	74	6	458	458	NUM
gs-4339	74	7	table	table	NOUN
gs-4339	74	8	1	1	NUM
gs-4339	74	9	.	.	PUNCT
gs-4339	74	10	characteristics	characteristic	NOUN
gs-4339	74	11	of	of	ADP
gs-4339	74	12	membranes	membrane	NOUN
gs-4339	74	13	deposited	deposit	VERB
gs-4339	74	14	at	at	ADP
gs-4339	74	15	different	different	ADJ
gs-4339	74	16	temperatures	temperature	NOUN
gs-4339	74	17	from	from	ADP
gs-4339	74	18	pes	pe	NOUN
gs-4339	74	19	/	/	SYM
gs-4339	74	20	dmp/5%pvp	dmp/5%pvp	PROPN
gs-4339	74	21	and	and	CCONJ
gs-4339	74	22	pes	pes	PROPN
gs-4339	74	23	/	/	SYM
gs-4339	74	24	dmp/7%pvp	dmp/7%pvp	NOUN
gs-4339	74	25	systems	system	NOUN
gs-4339	74	26	.	.	PUNCT
gs-4339	75	1	polymer	polymer	NOUN
gs-4339	75	2	composition	composition	NOUN
gs-4339	75	3	pvp	pvp	NOUN
gs-4339	75	4	,	,	PUNCT
gs-4339	75	5	concentration%	concentration%	PUNCT
gs-4339	75	6	precipitation	precipitation	NOUN
gs-4339	75	7	temperature	temperature	NOUN
gs-4339	75	8	,	,	PUNCT
gs-4339	75	9	°	°	ADP
gs-4339	75	10	c	c	NOUN
gs-4339	75	11	membrane	membrane	NOUN
gs-4339	75	12	productivity	productivity	NOUN
gs-4339	75	13	l	l	PROPN
gs-4339	75	14	/	/	SYM
gs-4339	75	15	m2h	m2h	ADJ
gs-4339	75	16	pore	pore	ADJ
gs-4339	75	17	size	size	NOUN
gs-4339	75	18	,	,	PUNCT
gs-4339	75	19	d	d	NOUN
gs-4339	75	20	µm	µm	ADP
gs-4339	75	21	pes	pes	PROPN
gs-4339	75	22	/	/	SYM
gs-4339	75	23	dmp	dmp	PROPN
gs-4339	75	24	/	/	SYM
gs-4339	75	25	pvp	pvp	NOUN
gs-4339	75	26	5	5	NUM
gs-4339	75	27	10	10	NUM
gs-4339	75	28	n1	n1	PROPN
gs-4339	75	29	198	198	NUM
gs-4339	75	30	0,45	0,45	NUM
gs-4339	75	31	20	20	NUM
gs-4339	75	32	n2	n2	NOUN
gs-4339	75	33	321	321	NUM
gs-4339	75	34	0,57	0,57	NOUN
gs-4339	75	35	30	30	NUM
gs-4339	75	36	n3	n3	NOUN
gs-4339	75	37	298	298	NUM
gs-4339	75	38	0,76	0,76	NUM
gs-4339	75	39	40	40	NUM
gs-4339	75	40	n4	n4	PROPN
gs-4339	75	41	163	163	NUM
gs-4339	75	42	0,77	0,77	NOUN
gs-4339	75	43	pes	pes	PROPN
gs-4339	75	44	/	/	SYM
gs-4339	75	45	dmp	dmp	PROPN
gs-4339	75	46	/	/	SYM
gs-4339	75	47	pvp	pvp	NOUN
gs-4339	75	48	7	7	NUM
gs-4339	75	49	10	10	NUM
gs-4339	75	50	n5	n5	PROPN
gs-4339	75	51	142	142	NUM
gs-4339	75	52	0,63	0,63	SYM
gs-4339	75	53	20	20	NUM
gs-4339	75	54	n6	n6	NOUN
gs-4339	75	55	318	318	NUM
gs-4339	75	56	0,56	0,56	NOUN
gs-4339	75	57	30	30	NUM
gs-4339	75	58	n7	n7	PROPN
gs-4339	75	59	347	347	NUM
gs-4339	75	60	0,61	0,61	NUM
gs-4339	75	61	40	40	NUM
gs-4339	75	62	n8	n8	NOUN
gs-4339	75	63	176	176	NUM
gs-4339	75	64	0,89	0,89	NUM
gs-4339	75	65	result	result	VERB
gs-4339	75	66	and	and	CCONJ
gs-4339	75	67	conclusion	conclusion	VERB
gs-4339	75	68	experimental	experimental	ADJ
gs-4339	75	69	studies	study	NOUN
gs-4339	75	70	have	have	AUX
gs-4339	75	71	shown	show	VERB
gs-4339	75	72	that	that	SCONJ
gs-4339	75	73	the	the	DET
gs-4339	75	74	temperature	temperature	NOUN
gs-4339	75	75	of	of	ADP
gs-4339	75	76	the	the	DET
gs-4339	75	77	coagulation	coagulation	NOUN
gs-4339	75	78	bath	bath	NOUN
gs-4339	75	79	is	be	AUX
gs-4339	75	80	a	a	DET
gs-4339	75	81	critical	critical	ADJ
gs-4339	75	82	parameter	parameter	NOUN
gs-4339	75	83	for	for	ADP
gs-4339	75	84	the	the	DET
gs-4339	75	85	production	production	NOUN
gs-4339	75	86	of	of	ADP
gs-4339	75	87	phase	phase	NOUN
gs-4339	75	88	inversion	inversion	NOUN
gs-4339	75	89	polyethersulfone	polyethersulfone	NOUN
gs-4339	75	90	membranes	membrane	NOUN
gs-4339	75	91	.	.	PUNCT
gs-4339	76	1	by	by	ADP
gs-4339	76	2	controlling	control	VERB
gs-4339	76	3	the	the	DET
gs-4339	76	4	temperature	temperature	NOUN
gs-4339	76	5	and	and	CCONJ
gs-4339	76	6	other	other	ADJ
gs-4339	76	7	parameters	parameter	NOUN
gs-4339	76	8	,	,	PUNCT
gs-4339	76	9	it	it	PRON
gs-4339	76	10	is	be	AUX
gs-4339	76	11	possible	possible	ADJ
gs-4339	76	12	to	to	PART
gs-4339	76	13	adapt	adapt	VERB
gs-4339	76	14	the	the	DET
gs-4339	76	15	properties	property	NOUN
gs-4339	76	16	and	and	CCONJ
gs-4339	76	17	structure	structure	NOUN
gs-4339	76	18	of	of	ADP
gs-4339	76	19	the	the	DET
gs-4339	76	20	membranes	membrane	NOUN
gs-4339	76	21	to	to	ADP
gs-4339	76	22	specific	specific	ADJ
gs-4339	76	23	separation	separation	NOUN
gs-4339	76	24	processes	process	NOUN
gs-4339	76	25	.	.	PUNCT
gs-4339	77	1	analysis	analysis	NOUN
gs-4339	77	2	of	of	ADP
gs-4339	77	3	the	the	DET
gs-4339	77	4	results	result	NOUN
gs-4339	77	5	revealed	reveal	VERB
gs-4339	77	6	that	that	SCONJ
gs-4339	77	7	among	among	ADP
gs-4339	77	8	the	the	DET
gs-4339	77	9	membranes	membrane	NOUN
gs-4339	77	10	precipitated	precipitate	VERB
gs-4339	77	11	from	from	ADP
gs-4339	77	12	solutions	solution	NOUN
gs-4339	77	13	containing	contain	VERB
gs-4339	77	14	5	5	NUM
gs-4339	77	15	%	%	NOUN
gs-4339	77	16	pvp	pvp	NOUN
gs-4339	77	17	,	,	PUNCT
gs-4339	77	18	the	the	DET
gs-4339	77	19	membrane	membrane	NOUN
gs-4339	77	20	precipitated	precipitate	VERB
gs-4339	77	21	at	at	ADP
gs-4339	77	22	20	20	NUM
gs-4339	77	23	has	have	VERB
gs-4339	77	24	a	a	DET
gs-4339	77	25	better	well	ADJ
gs-4339	77	26	structure	structure	NOUN
gs-4339	77	27	and	and	CCONJ
gs-4339	77	28	performance	performance	NOUN
gs-4339	77	29	,	,	PUNCT
gs-4339	77	30	while	while	SCONJ
gs-4339	77	31	among	among	ADP
gs-4339	77	32	the	the	DET
gs-4339	77	33	membrane	membrane	NOUN
gs-4339	77	34	samples	sample	NOUN
gs-4339	77	35	obtained	obtain	VERB
gs-4339	77	36	from	from	ADP
gs-4339	77	37	solutions	solution	NOUN
gs-4339	77	38	containing	contain	VERB
gs-4339	77	39	7	7	NUM
gs-4339	77	40	%	%	NOUN
gs-4339	77	41	pvp	pvp	NOUN
gs-4339	77	42	,	,	PUNCT
gs-4339	77	43	the	the	DET
gs-4339	77	44	membrane	membrane	NOUN
gs-4339	77	45	precipitated	precipitate	VERB
gs-4339	77	46	at	at	ADP
gs-4339	77	47	30	30	NUM
gs-4339	77	48	has	have	VERB
gs-4339	77	49	a	a	DET
gs-4339	77	50	better	well	ADJ
gs-4339	77	51	structure	structure	NOUN
gs-4339	77	52	and	and	CCONJ
gs-4339	77	53	performance	performance	NOUN
gs-4339	77	54	.	.	PUNCT
gs-4339	78	1	the	the	DET
gs-4339	78	2	result	result	NOUN
gs-4339	78	3	indicates	indicate	VERB
gs-4339	78	4	that	that	SCONJ
gs-4339	78	5	both	both	CCONJ
gs-4339	78	6	the	the	DET
gs-4339	78	7	nature	nature	NOUN
gs-4339	78	8	and	and	CCONJ
gs-4339	78	9	concentration	concentration	NOUN
gs-4339	78	10	of	of	ADP
gs-4339	78	11	the	the	DET
gs-4339	78	12	additive	additive	NOUN
gs-4339	78	13	,	,	PUNCT
gs-4339	78	14	as	as	ADV
gs-4339	78	15	well	well	ADV
gs-4339	78	16	as	as	ADP
gs-4339	78	17	the	the	DET
gs-4339	78	18	phase	phase	NOUN
gs-4339	78	19	inversion	inversion	NOUN
gs-4339	78	20	temperature	temperature	NOUN
gs-4339	78	21	,	,	PUNCT
gs-4339	78	22	have	have	VERB
gs-4339	78	23	a	a	DET
gs-4339	78	24	significant	significant	ADJ
gs-4339	78	25	impact	impact	NOUN
gs-4339	78	26	on	on	ADP
gs-4339	78	27	the	the	DET
gs-4339	78	28	physicochemical	physicochemical	ADJ
gs-4339	78	29	characteristics	characteristic	NOUN
gs-4339	78	30	of	of	ADP
gs-4339	78	31	the	the	DET
gs-4339	78	32	membranes	membrane	NOUN
gs-4339	78	33	.	.	PUNCT
gs-4339	79	1	georgian	georgian	NOUN
gs-4339	79	2	scientists/	scientists/	NUM
gs-4339	79	3	.	.	PUNCT
gs-4339	80	1	7	7	NUM
gs-4339	80	2	n	n	DET
gs-4339	80	3	4	4	NUM
gs-4339	80	4	,	,	PUNCT
gs-4339	80	5	2025	2025	NUM
gs-4339	80	6	459	459	NUM
gs-4339	80	7	literature	literature	NOUN
gs-4339	80	8	:	:	PUNCT
gs-4339	80	9	1.a	1.a	NUM
gs-4339	80	10	.	.	PUNCT
gs-4339	81	1	al	al	PROPN
gs-4339	81	2	malek	malek	PROPN
gs-4339	81	3	,	,	PUNCT
gs-4339	81	4	m.n	m.n	PROPN
gs-4339	81	5	.	.	PROPN
gs-4339	81	6	abu	abu	PROPN
gs-4339	81	7	seman	seman	PROPN
gs-4339	81	8	,	,	PUNCT
gs-4339	81	9	d.johnson	d.johnson	NOUN
gs-4339	81	10	,	,	PUNCT
gs-4339	81	11	n.hilal	n.hilal	NOUN
gs-4339	81	12	,	,	PUNCT
gs-4339	81	13	formation	formation	NOUN
gs-4339	81	14	and	and	CCONJ
gs-4339	81	15	characterization	characterization	NOUN
gs-4339	81	16	of	of	ADP
gs-4339	81	17	polyethersulfone	polyethersulfone	NOUN
gs-4339	81	18	membranes	membrane	NOUN
gs-4339	81	19	using	use	VERB
gs-4339	81	20	different	different	ADJ
gs-4339	81	21	concentrations	concentration	NOUN
gs-4339	81	22	of	of	ADP
gs-4339	81	23	polyvinylpyrrolidone	polyvinylpyrrolidone	NOUN
gs-4339	81	24	,	,	PUNCT
gs-4339	81	25	desalination	desalination	NOUN
gs-4339	81	26	,	,	PUNCT
gs-4339	81	27	288	288	NUM
gs-4339	81	28	,	,	PUNCT
gs-4339	81	29	31	31	NUM
gs-4339	81	30	-	-	SYM
gs-4339	81	31	39	39	NUM
gs-4339	81	32	(	(	PUNCT
gs-4339	81	33	2012	2012	NUM
gs-4339	81	34	)	)	PUNCT
gs-4339	81	35	2	2	NUM
gs-4339	81	36	j.	j.	PROPN
gs-4339	81	37	jagangelo	jagangelo	PROPN
gs-4339	81	38	,	,	PUNCT
gs-4339	81	39	r.	r.	PROPN
gs-4339	81	40	trussel	trussel	NOUN
gs-4339	81	41	,	,	PUNCT
gs-4339	81	42	m.	m.	NOUN
gs-4339	81	43	watson	watson	PROPN
gs-4339	81	44	:	:	PUNCT
gs-4339	81	45	role	role	NOUN
gs-4339	81	46	of	of	ADP
gs-4339	81	47	membrane	membrane	NOUN
gs-4339	81	48	technology	technology	NOUN
gs-4339	81	49	in	in	ADP
gs-4339	81	50	drinking	drinking	NOUN
gs-4339	81	51	water	water	NOUN
gs-4339	81	52	,	,	PUNCT
gs-4339	81	53	reatment	reatment	NOUN
gs-4339	81	54	in	in	ADP
gs-4339	81	55	the	the	DET
gs-4339	81	56	united	united	PROPN
gs-4339	81	57	,	,	PUNCT
gs-4339	81	58	desalination	desalination	NOUN
gs-4339	81	59	113,119127	113,119127	NUM
gs-4339	81	60	,	,	PUNCT
gs-4339	81	61	(	(	PUNCT
gs-4339	81	62	1997	1997	NUM
gs-4339	81	63	)	)	PUNCT
gs-4339	81	64	.	.	PUNCT
gs-4339	82	1	3	3	X
gs-4339	82	2	.	.	X
gs-4339	82	3	c.b	c.b	PROPN
gs-4339	82	4	.	.	PROPN
gs-4339	82	5	spricigo	spricigo	PROPN
gs-4339	82	6	,	,	PUNCT
gs-4339	82	7	j.c.c	j.c.c	NOUN
gs-4339	82	8	.	.	PUNCT
gs-4339	83	1	petrus	petrus	PROPN
gs-4339	83	2	,	,	PUNCT
gs-4339	83	3	r.a.f	r.a.f	NOUN
gs-4339	83	4	.	.	PUNCT
gs-4339	84	1	machado	machado	PROPN
gs-4339	84	2	,	,	PUNCT
gs-4339	84	3	l.a.v	l.a.v	PROPN
gs-4339	84	4	.	.	PUNCT
gs-4339	85	1	sarmento	sarmento	NOUN
gs-4339	85	2	,	,	PUNCT
gs-4339	85	3	a.	a.	NOUN
gs-4339	85	4	bolsan	bolsan	NOUN
gs-4339	85	5	,	,	PUNCT
gs-4339	85	6	preparation	preparation	NOUN
gs-4339	85	7	and	and	CCONJ
gs-4339	85	8	characterization	characterization	NOUN
gs-4339	85	9	of	of	ADP
gs-4339	85	10	polyehtersulfone	polyehtersulfone	NOUN
gs-4339	85	11	membranes	membrane	NOUN
gs-4339	85	12	for	for	ADP
gs-4339	85	13	use	use	NOUN
gs-4339	85	14	in	in	ADP
gs-4339	85	15	supercritical	supercritical	ADJ
gs-4339	85	16	medium	medium	ADJ
gs-4339	85	17	,	,	PUNCT
gs-4339	85	18	journal	journal	NOUN
gs-4339	85	19	of	of	ADP
gs-4339	85	20	membrane	membrane	NOUN
gs-4339	85	21	science	science	NOUN
gs-4339	85	22	,	,	PUNCT
gs-4339	85	23	v.205	v.205	NOUN
gs-4339	85	24	,	,	PUNCT
gs-4339	85	25	273	273	NUM
gs-4339	85	26	-	-	SYM
gs-4339	85	27	278,(2002	278,(2002	NUM
gs-4339	85	28	)	)	PUNCT
gs-4339	85	29	4.g	4.g	NUM
gs-4339	85	30	.	.	PUNCT
gs-4339	86	1	bibileishvili	bibileishvili	NOUN
gs-4339	86	2	,	,	PUNCT
gs-4339	86	3	n.	n.	NOUN
gs-4339	86	4	gogesashvili	gogesashvili	NOUN
gs-4339	86	5	,	,	PUNCT
gs-4339	86	6	m.	m.	NOUN
gs-4339	86	7	kezherashvili	kezherashvili	PROPN
gs-4339	86	8	,	,	PUNCT
gs-4339	86	9	l.	l.	PROPN
gs-4339	86	10	kuparadze	kuparadze	PROPN
gs-4339	86	11	,	,	PUNCT
gs-4339	86	12	z.	z.	PROPN
gs-4339	86	13	javashvili	javashvili	PROPN
gs-4339	86	14	:	:	PUNCT
gs-4339	86	15	influence	influence	NOUN
gs-4339	86	16	of	of	ADP
gs-4339	86	17	some	some	DET
gs-4339	86	18	factors	factor	NOUN
gs-4339	86	19	on	on	ADP
gs-4339	86	20	characteristics	characteristic	NOUN
gs-4339	86	21	of	of	ADP
gs-4339	86	22	poly	poly	ADJ
gs-4339	86	23	-	-	PUNCT
gs-4339	86	24	mphenyleneisophtalamide	mphenyleneisophtalamide	ADJ
gs-4339	86	25	membranes	membrane	NOUN
gs-4339	86	26	preparation	preparation	NOUN
gs-4339	86	27	and	and	CCONJ
gs-4339	86	28	examination	examination	NOUN
gs-4339	86	29	of	of	ADP
gs-4339	86	30	polyamide	polyamide	NOUN
gs-4339	86	31	membranes	membrane	NOUN
gs-4339	86	32	.	.	PUNCT
gs-4339	87	1	oxidation	oxidation	NOUN
gs-4339	87	2	communications	communication	NOUN
gs-4339	87	3	45(2	45(2	NOUN
gs-4339	87	4	)	)	PUNCT
gs-4339	87	5	,	,	PUNCT
gs-4339	87	6	300–308	300–308	NUM
gs-4339	87	7	.	.	PUNCT
gs-4339	88	1	(	(	PUNCT
gs-4339	88	2	2022	2022	NUM
gs-4339	88	3	)	)	PUNCT
gs-4339	88	4	.	.	PUNCT
gs-4339	89	1	5	5	X
gs-4339	89	2	.	.	X
gs-4339	89	3	n.	n.	PROPN
gs-4339	89	4	gogesashvili	gogesashvili	PROPN
gs-4339	89	5	,	,	PUNCT
gs-4339	89	6	l.	l.	PROPN
gs-4339	89	7	kuparadze	kuparadze	PROPN
gs-4339	89	8	,	,	PUNCT
gs-4339	89	9	l.	l.	PROPN
gs-4339	89	10	ebanoidze	ebanoidze	PROPN
gs-4339	89	11	,	,	PUNCT
gs-4339	89	12	z.	z.	PROPN
gs-4339	89	13	javashvili	javashvili	PROPN
gs-4339	89	14	:	:	PUNCT
gs-4339	89	15	obtaining	obtain	VERB
gs-4339	89	16	of	of	ADP
gs-4339	89	17	natural	natural	ADJ
gs-4339	89	18	water	water	NOUN
gs-4339	89	19	microfiltration	microfiltration	NOUN
gs-4339	89	20	membranes	membrane	NOUN
gs-4339	89	21	based	base	VERB
gs-4339	89	22	on	on	ADP
gs-4339	89	23	polyethersulphone	polyethersulphone	NOUN
gs-4339	89	24	with	with	ADP
gs-4339	89	25	peg	peg	NOUN
gs-4339	89	26	300	300	NUM
gs-4339	89	27	,	,	PUNCT
gs-4339	89	28	peg	peg	NOUN
gs-4339	89	29	600	600	NUM
gs-4339	89	30	and	and	CCONJ
gs-4339	89	31	licl	licl	ADJ
gs-4339	89	32	additives	additive	NOUN
gs-4339	89	33	.	.	PUNCT
gs-4339	90	1	oxidation	oxidation	ADJ
gs-4339	90	2	communication	communication	NOUN
gs-4339	90	3	47(3	47(3	NUM
gs-4339	90	4	)	)	PUNCT
gs-4339	90	5	,	,	PUNCT
gs-4339	91	1	543–550	543–550	NUM
gs-4339	91	2	(	(	PUNCT
gs-4339	91	3	2024	2024	NUM
gs-4339	91	4	)	)	PUNCT
gs-4339	91	5	.	.	PUNCT
gs-4339	92	1	6.g	6.g	NUM
gs-4339	92	2	.	.	PUNCT
gs-4339	93	1	bibileishvili	bibileishvili	NOUN
gs-4339	93	2	,	,	PUNCT
gs-4339	93	3	m.	m.	NOUN
gs-4339	93	4	kezherashvili	kezherashvili	NOUN
gs-4339	93	5	,	,	PUNCT
gs-4339	93	6	n.	n.	NOUN
gs-4339	93	7	gogesashvili	gogesashvili	NOUN
gs-4339	93	8	,	,	PUNCT
gs-4339	93	9	l.	l.	PROPN
gs-4339	93	10	kupharadze	kupharadze	PROPN
gs-4339	93	11	,	,	PUNCT
gs-4339	93	12	l.	l.	PROPN
gs-4339	93	13	ebanoidze	ebanoidze	PROPN
gs-4339	93	14	:	:	PUNCT
gs-4339	93	15	effect	effect	NOUN
gs-4339	93	16	of	of	ADP
gs-4339	93	17	the	the	DET
gs-4339	93	18	temperature	temperature	NOUN
gs-4339	93	19	of	of	ADP
gs-4339	93	20	the	the	DET
gs-4339	93	21	non	non	ADJ
gs-4339	93	22	-	-	NOUN
gs-4339	93	23	solvent	solvent	ADJ
gs-4339	93	24	on	on	ADP
gs-4339	93	25	the	the	DET
gs-4339	93	26	morphology	morphology	NOUN
gs-4339	93	27	of	of	ADP
gs-4339	93	28	the	the	DET
gs-4339	93	29	polymeric	polymeric	ADJ
gs-4339	93	30	membrane	membrane	NOUN
gs-4339	93	31	.	.	PUNCT
gs-4339	94	1	european	european	ADJ
gs-4339	94	2	journal	journal	PROPN
gs-4339	94	3	of	of	ADP
gs-4339	94	4	scientific	scientific	ADJ
gs-4339	94	5	research	research	NOUN
gs-4339	94	6	,	,	PUNCT
gs-4339	94	7	161(1	161(1	NUM
gs-4339	94	8	)	)	PUNCT
gs-4339	94	9	,	,	PUNCT
gs-4339	94	10	5	5	NUM
gs-4339	94	11	–	–	SYM
gs-4339	94	12	15	15	NUM
gs-4339	94	13	,	,	PUNCT
gs-4339	94	14	(	(	PUNCT
gs-4339	94	15	2022	2022	NUM
gs-4339	94	16	)	)	PUNCT
gs-4339	94	17	.	.	PUNCT
gs-4339	95	1	7.c	7.c	X
gs-4339	95	2	.	.	X
gs-4339	95	3	barth	barth	PROPN
gs-4339	95	4	,	,	PUNCT
gs-4339	95	5	m.	m.	NOUN
gs-4339	95	6	goncalves	goncalve	NOUN
gs-4339	95	7	,	,	PUNCT
gs-4339	95	8	a.	a.	NOUN
gs-4339	95	9	pires	pire	NOUN
gs-4339	95	10	,	,	PUNCT
gs-4339	95	11	j.	j.	PROPN
gs-4339	95	12	roeder	roeder	PROPN
gs-4339	95	13	,	,	PUNCT
gs-4339	95	14	b.	b.	PROPN
gs-4339	95	15	wolf	wolf	PROPN
gs-4339	95	16	:	:	PUNCT
gs-4339	95	17	asymmetric	asymmetric	ADJ
gs-4339	95	18	polysulfone	polysulfone	NOUN
gs-4339	95	19	and	and	CCONJ
gs-4339	95	20	polyethersulfone	polyethersulfone	NOUN
gs-4339	95	21	membranes	membrane	NOUN
gs-4339	95	22	:	:	PUNCT
gs-4339	95	23	of	of	ADP
gs-4339	95	24	thermodynamic	thermodynamic	ADJ
gs-4339	95	25	conditions	condition	NOUN
gs-4339	95	26	during	during	ADP
gs-4339	95	27	formation	formation	NOUN
gs-4339	95	28	on	on	ADP
gs-4339	95	29	their	their	PRON
gs-4339	95	30	performance	performance	NOUN
gs-4339	95	31	.	.	PUNCT
gs-4339	96	1	journal	journal	ADJ
gs-4339	96	2	membrane	membrane	NOUN
gs-4339	96	3	science	science	NOUN
gs-4339	96	4	169(2	169(2	NUM
gs-4339	96	5	)	)	PUNCT
gs-4339	96	6	,	,	PUNCT
gs-4339	96	7	287–299	287–299	NUM
gs-4339	96	8	,	,	PUNCT
gs-4339	96	9	(	(	PUNCT
gs-4339	96	10	2000	2000	NUM
gs-4339	96	11	)	)	PUNCT
gs-4339	96	12	.	.	PUNCT
gs-4339	97	1	8	8	X
gs-4339	97	2	.	.	PUNCT
gs-4339	97	3	g.	g.	PROPN
gs-4339	97	4	bibileishvili	bibileishvili	PROPN
gs-4339	97	5	,	,	PUNCT
gs-4339	97	6	m.	m.	NOUN
gs-4339	97	7	kezherashvili	kezherashvili	NOUN
gs-4339	97	8	,	,	PUNCT
gs-4339	97	9	m.	m.	NOUN
gs-4339	97	10	mamulashvili	mamulashvili	NOUN
gs-4339	97	11	:	:	PUNCT
gs-4339	97	12	effect	effect	NOUN
gs-4339	97	13	of	of	ADP
gs-4339	97	14	different	different	ADJ
gs-4339	97	15	solvents	solvent	NOUN
gs-4339	97	16	and	and	CCONJ
gs-4339	97	17	fore	fore	NOUN
gs-4339	97	18	-	-	PUNCT
gs-4339	97	19	forming	form	VERB
gs-4339	97	20	agents	agent	NOUN
gs-4339	97	21	on	on	ADP
gs-4339	97	22	morphology	morphology	NOUN
gs-4339	97	23	and	and	CCONJ
gs-4339	97	24	performance	performance	NOUN
gs-4339	97	25	of	of	ADP
gs-4339	97	26	polyethersulphone	polyethersulphone	NOUN
gs-4339	97	27	membranes	membrane	NOUN
gs-4339	97	28	.	.	PUNCT
gs-4339	98	1	oxidation	oxidation	ADJ
gs-4339	98	2	communication	communication	NOUN
gs-4339	98	3	47(3	47(3	NUM
gs-4339	98	4	)	)	PUNCT
gs-4339	98	5	,	,	PUNCT
gs-4339	98	6	534–542	534–542	NUM
gs-4339	98	7	(	(	PUNCT
gs-4339	98	8	2024	2024	NUM
gs-4339	98	9	)	)	PUNCT
gs-4339	98	10	.	.	PUNCT
gs-4339	99	1	georgian	georgian	NOUN
gs-4339	99	2	scientists/	scientists/	NUM
gs-4339	99	3	.	.	PUNCT
gs-4339	100	1	7	7	NUM
gs-4339	100	2	n	n	DET
gs-4339	100	3	4	4	NUM
gs-4339	100	4	,	,	PUNCT
gs-4339	100	5	2025	2025	NUM
gs-4339	100	6	460	460	NUM
gs-4339	100	7	.	.	PUNCT
gs-4339	101	1	1	1	NUM
gs-4339	101	2	,	,	PUNCT
gs-4339	101	3	2	2	NUM
gs-4339	101	4	,	,	PUNCT
gs-4339	101	5	3	3	NUM
gs-4339	101	6	,	,	PUNCT
gs-4339	101	7	4	4	NUM
gs-4339	101	8	,	,	PUNCT
gs-4339	101	9	5	5	NUM
gs-4339	101	10	,	,	PUNCT
gs-4339	101	11	6	6	NUM
gs-4339	101	12	1	1	NUM
gs-4339	101	13	,	,	PUNCT
gs-4339	102	1	email:nanagogesashvili@gmail.com	email:nanagogesashvili@gmail.com	PROPN
gs-4339	102	2	orcid	orcid	PROPN
gs-4339	103	1	i	i	PRON
gs-4339	103	2	d	d	PROPN
gs-4339	103	3	:	:	PUNCT
gs-4339	103	4	https://orcid.org/0000-0001-5140-5815	https://orcid.org/0000-0001-5140-5815	NOUN
gs-4339	103	5	;	;	PUNCT
gs-4339	103	6	2	2	NUM
gs-4339	103	7	,	,	PUNCT
gs-4339	103	8	email:75bibileishvili@gmail.comorcid	email:75bibileishvili@gmail.comorcid	NOUN
gs-4339	103	9	id	id	X
gs-4339	103	10	:	:	PUNCT
gs-4339	103	11	https://orcid.org/00090003	https://orcid.org/00090003	NOUN
gs-4339	103	12	-	-	NOUN
gs-4339	103	13	7712	7712	NUM
gs-4339	103	14	-	-	SYM
gs-4339	103	15	2436	2436	NUM
gs-4339	103	16	15%/5	15%/5	NUM
gs-4339	103	17	%	%	NOUN
gs-4339	103	18	/7	/7	NOUN
gs-4339	103	19	%	%	NOUN
gs-4339	103	20	.	.	PUNCT
gs-4339	104	1	(	(	PUNCT
gs-4339	104	2	10	10	NUM
gs-4339	104	3	,	,	PUNCT
gs-4339	104	4	20	20	NUM
gs-4339	104	5	,	,	PUNCT
gs-4339	104	6	30	30	NUM
gs-4339	104	7	,	,	PUNCT
gs-4339	104	8	40	40	NUM
gs-4339	104	9	)	)	PUNCT
gs-4339	104	10	.	.	PUNCT
gs-4339	105	1	malvern	malvern	PROPN
gs-4339	105	2	.	.	PUNCT
gs-4339	105	3	,	,	PUNCT
gs-4339	105	4	.	.	PUNCT
gs-4339	106	1	5	5	NUM
gs-4339	106	2	%	%	NOUN
gs-4339	106	3	20	20	NUM
gs-4339	106	4	,	,	PUNCT
gs-4339	106	5	7	7	NUM
gs-4339	106	6	%	%	NOUN
gs-4339	106	7	30	30	NUM
gs-4339	106	8	.	.	PUNCT
gs-4339	107	1	:	:	PUNCT
gs-4339	107	2	,	,	PUNCT
gs-4339	107	3	,	,	PUNCT
gs-4339	107	4	dmf	dmf	PROPN
gs-4339	107	5	,	,	PUNCT
gs-4339	107	6	pvp	pvp	NOUN
gs-4339	107	7	,	,	PUNCT