{"meta":{"query_hash":"48685171e7a3","filters":{"venue":"Chinese Journal of Polymer Science"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/48685171e7a3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Chinese+Journal+of+Polymer+Science"},"results":[{"id":"W1981776359","doi":"10.1007/s10118-012-1181-8","title":"Altered enzymatic activity of lysozymes bound to variously sulfated chitosans","year":2012,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Lysozyme; Chitosan; Sulfation; Chemistry; Surface plasmon resonance; Enzyme; Biochemistry; Nanotechnology; Materials science; Nanoparticle","score_opus":0.07095681894336739,"score_gpt":0.4449980649765748,"score_spread":0.37404124603320743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981776359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989874,0.0026370003,0.0016191574,0.0004243593,0.004501963,0.000183561,0.000018325323,0.000017180764,0.0007244648],"genre_scores_gemma":[0.99842703,0.000027935308,0.00029775954,0.00040026684,0.0006183004,0.0000034371396,3.802811e-7,0.000015352081,0.0002095189],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997635,0.00030446172,0.00067226164,0.00019107429,0.000578462,0.00061876164],"domain_scores_gemma":[0.99759936,0.00037652534,0.00075795775,0.0002796439,0.00028422754,0.00070229743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021221105,0.00023848697,0.00051980506,0.00047179783,0.00027041227,0.000028530483,0.0008505841,0.00010982038,0.00019203256],"category_scores_gemma":[0.00046016107,0.00016969239,0.00014202607,0.0013142782,0.00057809317,0.001183453,0.00015723544,0.0005384021,0.000031822376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023607253,0.0003980366,0.039699223,0.000035600635,0.000082179344,0.000009925292,0.0048438394,0.0003227482,0.9482646,0.0001261867,0.00022738795,0.0057541775],"study_design_scores_gemma":[0.0009768158,0.00024964722,0.040330343,0.00005041586,0.000090351205,0.00040682574,0.00017157427,0.0009787998,0.95574456,0.00010012421,0.00065060734,0.0002499535],"about_ca_topic_score_codex":0.000032972683,"about_ca_topic_score_gemma":0.00000802743,"teacher_disagreement_score":0.008553062,"about_ca_system_score_codex":0.00010494575,"about_ca_system_score_gemma":0.00034586614,"threshold_uncertainty_score":0.6919854},"labels":[],"label_agreement":null},{"id":"W1995500527","doi":"10.1007/s10118-012-1167-6","title":"An amperometric biosensor based on covalent immobilization of ascorbate oxidase on biocompatiable and low-toxic poly(thiophene-3-acetic acid) matrix","year":2012,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Biosensor; Thiophene; Hexafluorophosphate; Ascorbic acid; Ionic liquid; Amperometry; Acetic acid; Covalent bond; Matrix (chemical analysis); Glucose oxidase; Tetrafluoroborate; Chemistry; Materials science; Combinatorial chemistry; Nuclear chemistry; Organic chemistry; Chromatography; Electrochemistry; Nanotechnology; Electrode","score_opus":0.005601209287196174,"score_gpt":0.24473049770301494,"score_spread":0.23912928841581876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995500527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956683,0.0034992595,0.00028328015,0.00005360882,0.00030833375,0.000088969544,0.000006885997,0.000028130957,0.00006321984],"genre_scores_gemma":[0.9991973,0.000087951244,0.00047853592,0.000070819304,0.00013070165,9.469672e-7,0.0000010910941,0.000021722453,0.000010941261],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982726,0.000044353314,0.00046123573,0.00017902844,0.00060955936,0.00043324832],"domain_scores_gemma":[0.99892443,0.000099589844,0.00021142249,0.00025884845,0.00011769837,0.00038801803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053432025,0.00023631412,0.00034109052,0.0008239678,0.00009499699,0.000052566,0.00030810313,0.000070450595,0.000029887271],"category_scores_gemma":[0.0001359526,0.00015745153,0.00008682608,0.0019435468,0.00021504042,0.0003972919,0.000019590365,0.00021109924,0.0000051931024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059084017,0.00022358092,0.0035447145,0.000051721487,0.000007780264,0.000002620831,0.00009072168,0.0009323667,0.99402183,0.00003361465,0.000008310668,0.001023626],"study_design_scores_gemma":[0.0004568464,0.00051181315,0.01783149,0.000099866804,0.000017055798,0.000031817213,0.000019399064,0.019542387,0.96129817,0.000009935487,0.000003212606,0.00017802356],"about_ca_topic_score_codex":0.000006220806,"about_ca_topic_score_gemma":4.9080137e-7,"teacher_disagreement_score":0.032723706,"about_ca_system_score_codex":0.00008708949,"about_ca_system_score_gemma":0.00004833483,"threshold_uncertainty_score":0.64206874},"labels":[],"label_agreement":null},{"id":"W1997801904","doi":"10.1007/s10118-010-1018-2","title":"Hydration and phase separation of temperature-sensitive water-soluble polymers","year":2010,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Lower critical solution temperature; Aqueous solution; Polymer; Phase transition; Hydrogen bond; Cloud point; Poly(N-isopropylacrylamide); Polymer chemistry; Materials science; Thermodynamics; Chemistry; Molecule; Copolymer; Physical chemistry; Organic chemistry","score_opus":0.006998487313440219,"score_gpt":0.27746121309113225,"score_spread":0.27046272577769204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997801904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981429,0.00056999375,0.00034853647,0.00039399814,0.00022752518,0.000068682944,0.000004078317,0.000002465073,0.00024182248],"genre_scores_gemma":[0.999278,0.000032963668,0.00026527967,0.0000769275,0.00017327013,0.000002296865,0.0000046483065,0.0000073801634,0.00015924401],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915415,0.000025817448,0.00027906738,0.00017291834,0.00022004974,0.00014796872],"domain_scores_gemma":[0.9992521,0.000008567402,0.00018016082,0.00020558885,0.0002408458,0.00011276372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004763146,0.00010442361,0.0001390094,0.00011839657,0.00014361035,0.000043116932,0.00021060885,0.00006825001,0.000011849082],"category_scores_gemma":[0.00011538209,0.00006434818,0.000050538572,0.0001789129,0.00046647602,0.00004894199,0.000058403788,0.00011754179,0.0000015572224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004835053,0.00006336683,0.00026033775,0.0000034051434,0.000011295279,7.592971e-7,0.00033371008,0.00000452969,0.9970223,0.000028633525,0.000020693742,0.002202667],"study_design_scores_gemma":[0.0003481157,0.00018432623,0.0005935139,0.000006376839,0.000013576894,0.00011711513,0.00005301474,0.00022650899,0.99816424,0.000029146991,0.00018251511,0.00008156117],"about_ca_topic_score_codex":0.000020760232,"about_ca_topic_score_gemma":0.000018041152,"teacher_disagreement_score":0.0021211058,"about_ca_system_score_codex":0.0000067416963,"about_ca_system_score_gemma":0.00017517524,"threshold_uncertainty_score":0.26240426},"labels":[],"label_agreement":null},{"id":"W2018848536","doi":"10.1007/s10118-012-1186-3","title":"Thermosensitive superabsorbents based on poly(N,N-diethylacrylamide-co-sodium acrylate)","year":2012,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Copolymer; Absorption of water; Acrylate; Polymer chemistry; Materials science; Swelling; Monomer; Sodium polyacrylate; Absorption (acoustics); Chemical engineering; Polymer; Self-healing hydrogels; Sodium; Chemistry; Composite material; Organic chemistry","score_opus":0.012117889043402202,"score_gpt":0.272003566334664,"score_spread":0.2598856772912618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018848536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99268866,0.0032417257,0.00069502235,0.0006622162,0.00035879557,0.000102919104,0.000010924066,0.000008704733,0.002231026],"genre_scores_gemma":[0.9979976,0.000042258136,0.0002725828,0.0008880055,0.00055830413,0.0000058819473,0.0000034159216,0.000026128324,0.00020585262],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981626,0.000095139345,0.00038519377,0.0002757348,0.00057708286,0.0005042212],"domain_scores_gemma":[0.9986234,0.00003879484,0.00025333095,0.00050701736,0.00022741714,0.0003500893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010984723,0.00023785388,0.00023436591,0.00019771035,0.00026993005,0.000056572666,0.00068593526,0.000098686454,0.000048331287],"category_scores_gemma":[0.00032564314,0.00015837849,0.00016952382,0.00039196512,0.00052162824,0.000050500843,0.000092497496,0.00019772163,0.00004603345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009691812,0.00019343692,0.009839548,0.0000041257563,0.000021630494,0.0000025682116,0.00026262432,0.000014410085,0.98556626,0.000022478758,0.00011238686,0.0038635973],"study_design_scores_gemma":[0.00035702926,0.00019926301,0.025826136,0.000020972568,0.000016452674,0.00006679067,0.00006347695,0.00021132627,0.972417,0.000020865107,0.00060097943,0.00019969813],"about_ca_topic_score_codex":0.00001933322,"about_ca_topic_score_gemma":0.0000024352619,"teacher_disagreement_score":0.015986586,"about_ca_system_score_codex":0.00005610992,"about_ca_system_score_gemma":0.00034014758,"threshold_uncertainty_score":0.64584875},"labels":[],"label_agreement":null},{"id":"W2061011096","doi":"10.1142/s0256767909003820","title":"EFFECT OF INTERNAL VISCOSITY OF POLYMERIC FLUIDS UNDER STRONG EXTENSIONAL FLOWS","year":2009,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Extensional viscosity; Drag; Viscosity; Mechanics; Extensional definition; Internal pressure; Pressure drop; Materials science; Flow (mathematics); Thermodynamics; Physics; Geology; Composite material","score_opus":0.0042424301919982135,"score_gpt":0.26340100093300467,"score_spread":0.25915857074100646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061011096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9459819,0.0043380903,0.04868779,0.00012019233,0.00045093984,0.000030185913,0.0000027166063,0.000007151125,0.00038099685],"genre_scores_gemma":[0.9992666,0.000027384789,0.000434643,0.000051589166,0.00010050942,2.470435e-7,2.0391317e-7,0.000005582786,0.00011323036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984852,0.000041465944,0.0005504957,0.00015288075,0.00051584246,0.00025412603],"domain_scores_gemma":[0.99900126,0.00021901353,0.00029500696,0.00018233855,0.00018083096,0.000121526115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007682709,0.00017715414,0.0005034757,0.0002688116,0.00008144808,0.000008230037,0.0005726439,0.000054107557,0.000031952517],"category_scores_gemma":[0.00028201824,0.00011076323,0.00020287192,0.00054442254,0.0004980204,0.00030448067,0.00011497796,0.00027679873,0.0000013883008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018082085,0.00006632918,0.0075615006,0.000016740874,0.000041392468,0.000008832499,0.00013745185,0.00093987066,0.9871968,0.0017814357,0.000009539996,0.002059265],"study_design_scores_gemma":[0.0009426854,0.0011154765,0.048906285,0.00015909666,0.000058219077,0.00024296113,0.000025350018,0.14462273,0.8035499,0.00021572447,4.0350784e-7,0.00016116301],"about_ca_topic_score_codex":0.000013947286,"about_ca_topic_score_gemma":8.677709e-7,"teacher_disagreement_score":0.18364692,"about_ca_system_score_codex":0.00003957911,"about_ca_system_score_gemma":0.00009047658,"threshold_uncertainty_score":0.45167932},"labels":[],"label_agreement":null},{"id":"W2383098791","doi":"10.1007/s10118-010-1025-3","title":"Interaction of antigen and antibody on core-shell polymeric microspheres","year":2011,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Bioconjugation; Polystyrene; Transmission electron microscopy; Copolymer; Materials science; Covalent bond; Dynamic light scattering; Microsphere; Polymer chemistry; Chemistry; Chemical engineering; Nanotechnology; Nanoparticle; Polymer; Organic chemistry; Composite material","score_opus":0.1123389077782431,"score_gpt":0.45342655935092985,"score_spread":0.3410876515726867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383098791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895788,0.005405132,0.00022329211,0.000045355246,0.002274314,0.00007932609,0.0000074283703,0.000008968292,0.002377381],"genre_scores_gemma":[0.9988545,0.00036785466,0.00020178308,0.00025646944,0.00014538433,5.688217e-7,3.7923138e-7,0.000009989095,0.00016303617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986834,0.00009577868,0.00050989,0.00019073515,0.00026368923,0.00025652873],"domain_scores_gemma":[0.9985719,0.00016443641,0.0006942105,0.00015645954,0.00019636167,0.00021665009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924744,0.00016905039,0.00031503596,0.00025817644,0.00016126547,0.000013229369,0.0004446434,0.00007663452,0.0002550116],"category_scores_gemma":[0.000107552754,0.00011749558,0.00008036867,0.00054530316,0.00085704966,0.0005536931,0.00008201636,0.0003906922,0.000015040307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037938412,0.0001831226,0.12860456,0.000014923598,0.00003819343,0.00003036477,0.001896505,0.000019083865,0.85997844,0.00012835814,0.000060711765,0.0086663505],"study_design_scores_gemma":[0.00075010816,0.0005152065,0.06364941,0.00006394336,0.00003494686,0.00046132816,0.00041655713,0.0005912348,0.932737,0.00013385699,0.00049015594,0.00015627712],"about_ca_topic_score_codex":0.00004410646,"about_ca_topic_score_gemma":0.0000027027893,"teacher_disagreement_score":0.072758526,"about_ca_system_score_codex":0.00003274518,"about_ca_system_score_gemma":0.00012350157,"threshold_uncertainty_score":0.47913307},"labels":[],"label_agreement":null},{"id":"W2403027351","doi":"10.1007/s10118-015-1643-x","title":"Fabrication of microporous membranes from melt extruded polypropylene precursor films via stretching: Effect of annealing","year":2015,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Annealing (glass); Membrane; Crystallinity; Microporous material; Lamellar structure; Polypropylene; Amorphous solid; Chemical engineering; Microstructure; Porosity; Composite material; Polymer chemistry; Crystallography; Chemistry","score_opus":0.014093228010857878,"score_gpt":0.2667644766038002,"score_spread":0.2526712485929423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403027351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859899,0.011195894,0.0013960296,0.00011876263,0.0010154091,0.000109086985,0.000026796792,0.0000167493,0.00013134471],"genre_scores_gemma":[0.99858165,0.000038306513,0.0011349899,0.0000362181,0.00012999513,0.0000015498244,0.0000025189363,0.000014456656,0.000060290502],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99738616,0.00022238086,0.00085895025,0.00025095075,0.0010128232,0.00026874265],"domain_scores_gemma":[0.99738455,0.00016010407,0.0012151072,0.0003454175,0.000625041,0.00026977746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017839333,0.0002163825,0.0005467838,0.00032411676,0.00010608879,0.00007797325,0.0009975653,0.00005958698,0.00012372143],"category_scores_gemma":[0.000684221,0.00013165377,0.00011747281,0.0007624663,0.0006574454,0.0009969984,0.00012915395,0.00011448397,0.0000062227336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024694848,0.00006505338,0.0037755172,0.00005132701,0.000012504238,0.000003053366,0.0030841697,0.00010262936,0.99071056,0.0000101691685,0.000033679356,0.0019043898],"study_design_scores_gemma":[0.0007331044,0.0005228823,0.00092024804,0.00011547785,0.000041893138,0.00004223103,0.00017847645,0.0016156523,0.995506,0.00017657301,0.000008549588,0.00013895135],"about_ca_topic_score_codex":0.0004638971,"about_ca_topic_score_gemma":0.0000070784968,"teacher_disagreement_score":0.0125917485,"about_ca_system_score_codex":0.000040056613,"about_ca_system_score_gemma":0.00042730736,"threshold_uncertainty_score":0.53686845},"labels":[],"label_agreement":null},{"id":"W2737529651","doi":"10.1007/s10118-018-2008-z","title":"CO2-sensitive amphiphilic triblock copolymer self-assembly morphology transition and accelerating drug release from polymeric vesicle","year":2017,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Covalent Organic Framework Applications","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Copolymer; Atom-transfer radical-polymerization; Materials science; Polymer chemistry; Vesicle; Amphiphile; Dynamic light scattering; Chemical engineering; Methacrylate; Polymerization; Membrane; Chemistry; Polymer; Nanotechnology; Nanoparticle","score_opus":0.010222005390067377,"score_gpt":0.26812867562399734,"score_spread":0.25790667023392994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737529651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890916,0.0026591048,0.001280104,0.005825351,0.0007992207,0.00015344226,0.000032058724,0.000048719172,0.000110436195],"genre_scores_gemma":[0.9972185,0.00009470493,0.0016479596,0.00050539733,0.00046967834,0.0000053097956,0.0000013444752,0.000024324632,0.000032770848],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99747825,0.00012354691,0.00065886235,0.000538305,0.0007198924,0.0004811389],"domain_scores_gemma":[0.9971608,0.00030677146,0.0010543774,0.000792191,0.00029022386,0.00039565447],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010262757,0.000284429,0.0004753135,0.0002612374,0.0015611333,0.0006363561,0.0012511233,0.00008881081,0.00013478589],"category_scores_gemma":[0.00040650196,0.00022367472,0.00010726945,0.0005152505,0.0011011088,0.0017248875,0.00026227243,0.00035424152,0.000041447667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056234345,0.00011662239,0.0014349339,0.0000060905104,0.000013079502,0.000041128245,0.0021428976,0.0000040469718,0.99356884,0.00021243938,0.00008179349,0.002321882],"study_design_scores_gemma":[0.0008806047,0.00009181808,0.043866433,0.000063557316,0.00007104298,0.00037768015,0.00022804626,0.0009388128,0.9524292,0.0007764042,0.00000955164,0.00026685098],"about_ca_topic_score_codex":0.0004339417,"about_ca_topic_score_gemma":0.000022788501,"teacher_disagreement_score":0.0424315,"about_ca_system_score_codex":0.000104035564,"about_ca_system_score_gemma":0.00046293554,"threshold_uncertainty_score":0.9997387},"labels":[],"label_agreement":null},{"id":"W2983025637","doi":"10.1007/s10118-020-2336-7","title":"Polyester-supported Chitosan-Poly(vinylidene fluoride)-Inorganic-Oxide-Nanoparticles Composites with Improved Flame Retardancy and Thermal Stability","year":2019,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Materials science; Composite material; Fourier transform infrared spectroscopy; Thermal stability; Chitosan; Fluoride; Oxide; Nanoparticle; Polymer; Polyester; Chemical engineering; Thermogravimetric analysis; Nanotechnology; Chemistry","score_opus":0.006309325977988637,"score_gpt":0.20833631022609364,"score_spread":0.202026984248105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983025637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400944,0.004308259,0.000028307546,0.00042409985,0.00084123074,0.00021511316,0.000014852435,0.00004194125,0.00011676441],"genre_scores_gemma":[0.9986371,0.000039027946,0.0009722272,0.00012547088,0.00015245186,0.0000024800638,7.0447254e-7,0.00002773383,0.000042839984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99702764,0.00018894146,0.0008327887,0.0005022389,0.0008199167,0.0006284741],"domain_scores_gemma":[0.9980501,0.00014347881,0.0006489016,0.0005566746,0.0002446363,0.0003561895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017461367,0.0003712704,0.0006967431,0.00017675302,0.00029198063,0.0005248368,0.0008768636,0.0000631163,0.00050227105],"category_scores_gemma":[0.00015106291,0.0002031961,0.00008967371,0.00052631577,0.0009638785,0.001897882,0.00028190206,0.00020511964,0.000031533324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004887348,0.0000611549,0.081355736,0.000052010564,0.000015405774,0.000017497852,0.00068991,0.0000037700104,0.91687757,0.000022630315,0.0000017127852,0.00041388485],"study_design_scores_gemma":[0.000706433,0.0005979438,0.1290913,0.000096084055,0.000035749024,0.00038006384,0.00012021107,0.00027474124,0.8683925,0.000031606076,0.0000037086506,0.0002696143],"about_ca_topic_score_codex":0.00014691497,"about_ca_topic_score_gemma":0.000017343109,"teacher_disagreement_score":0.048485003,"about_ca_system_score_codex":0.000039402737,"about_ca_system_score_gemma":0.0004654335,"threshold_uncertainty_score":0.82860965},"labels":[],"label_agreement":null},{"id":"W3024395761","doi":"10.1007/s10118-020-2420-z","title":"Characterizations and Photothermal Properties of Narrow Bandgap Conjugated Polymer Nanoparticles","year":2020,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Photothermal therapy; Nanomaterials; Materials science; Nanotechnology; Nanoparticle; Conjugated system; Polymer; Band gap; Carbon nanotube; Optoelectronics; Composite material","score_opus":0.012016103238346116,"score_gpt":0.2025332944328996,"score_spread":0.1905171911945535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024395761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99076366,0.008373367,0.00011542524,0.0003433808,0.00026350253,0.000052980384,0.000007849617,0.000025634141,0.000054185995],"genre_scores_gemma":[0.99965245,0.00004984289,0.000042273132,0.0001404372,0.0000844062,9.2193403e-7,1.9789532e-7,0.00001668055,0.0000127875965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907064,0.0000074919853,0.0003624624,0.00008831776,0.00028871113,0.00018239714],"domain_scores_gemma":[0.9994669,0.0000146414595,0.00013164472,0.00009102491,0.00010957099,0.00018619417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012638923,0.00012606323,0.00022866688,0.00011346109,0.00007334534,0.00004829642,0.0002706398,0.000026597143,0.000032323456],"category_scores_gemma":[0.000057089663,0.00008351194,0.000043430704,0.0005858657,0.00036194094,0.00069295225,0.00003278558,0.00010626449,0.0000019962224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037088896,0.000011499381,0.0017611838,0.000040641884,0.000018266011,0.000004007213,0.0022136078,0.00008689581,0.99513006,0.000019984844,0.0000071734826,0.0006696181],"study_design_scores_gemma":[0.00038521842,0.00009058523,0.0017020036,0.000049577837,0.000015891323,0.00004408059,0.000065449545,0.0051782937,0.9923427,0.0000106601765,0.000015711475,0.00009981867],"about_ca_topic_score_codex":0.0000045313604,"about_ca_topic_score_gemma":8.210256e-7,"teacher_disagreement_score":0.008888778,"about_ca_system_score_codex":0.00001678049,"about_ca_system_score_gemma":0.00010600384,"threshold_uncertainty_score":0.3405518},"labels":[],"label_agreement":null},{"id":"W3139547595","doi":"10.1007/s10118-021-2541-z","title":"Feasible Fabrication of Hollow Micro-vesicles by Non-amphiphilic Macromolecules Based on Interfacial Cononsolvency","year":2021,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Amphiphile; Vesicle; Polymer; Macromolecule; Protocell; Aqueous solution; Copolymer; Chemical engineering; Dissolution; Materials science; Polymersome; Polymerization; Polymer chemistry; Chemistry; Organic chemistry; Membrane; Biochemistry","score_opus":0.006413439399755928,"score_gpt":0.24954066946767775,"score_spread":0.24312723006792183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139547595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990256,0.001740286,0.0064291037,0.00048242125,0.0002628094,0.00002168358,0.00004128908,0.0000079717665,0.00075842877],"genre_scores_gemma":[0.9989067,0.0000461401,0.00060624134,0.00014501644,0.00010327772,0.0000016295826,0.000008728774,0.000014253677,0.00016801705],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985362,0.000023504537,0.00051963585,0.00023992683,0.00046851326,0.00021221468],"domain_scores_gemma":[0.9984935,0.00008890315,0.0006440808,0.00030722044,0.00033196318,0.00013431499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019846749,0.00017249571,0.0002976175,0.0001535654,0.00012674429,0.00006319373,0.00049348944,0.000054592776,0.0002560961],"category_scores_gemma":[0.00024248972,0.00013605217,0.00013063787,0.00054212345,0.00028052292,0.0003740715,0.000052215863,0.00014919411,0.0000040839927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058247286,0.00020343754,0.006864702,0.000027854237,0.000009886999,0.000007751149,0.00013256377,0.000014251702,0.9859418,0.000027971852,0.000031795375,0.0066797337],"study_design_scores_gemma":[0.0004185587,0.000057040474,0.002338966,0.00014581427,0.00001472136,0.00003074755,0.00008246048,0.0004421757,0.9962186,0.000053227424,0.000065393826,0.00013229485],"about_ca_topic_score_codex":0.0000049023593,"about_ca_topic_score_gemma":6.69935e-7,"teacher_disagreement_score":0.010276794,"about_ca_system_score_codex":0.000053969063,"about_ca_system_score_gemma":0.00040400634,"threshold_uncertainty_score":0.5548046},"labels":[],"label_agreement":null},{"id":"W3183086714","doi":"10.1007/s10118-021-2631-y","title":"Self-healing Hydrogels and Underlying Reversible Intermolecular Interactions","year":2021,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Self-healing hydrogels; Biocompatibility; Nanotechnology; Intermolecular force; Self-healing; Covalent bond; Hydrogen bond; Materials science; Atomic force microscopy; Non-covalent interactions; Chemistry; Polymer chemistry; Molecule; Organic chemistry","score_opus":0.01863645700889274,"score_gpt":0.2911830820966894,"score_spread":0.2725466250877967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183086714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823325,0.008367808,0.00759354,0.0007426458,0.00020084795,0.000042355045,0.0000019221384,0.0000066151574,0.00071176304],"genre_scores_gemma":[0.99531496,0.00028352937,0.0038491506,0.00026200098,0.00010474808,0.0000023953603,0.0000012487591,0.000011108307,0.00017087492],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990202,0.00004682693,0.0002851187,0.00024286487,0.00021404796,0.00019089875],"domain_scores_gemma":[0.99912596,0.000018728395,0.00017671491,0.0002798397,0.00023599797,0.00016275753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003870098,0.00011423082,0.00014717953,0.00012394757,0.00024101502,0.00009105072,0.00032500052,0.000038954582,0.000014039346],"category_scores_gemma":[0.00023771852,0.00009060413,0.00008555483,0.00039917039,0.00020187242,0.000042843556,0.00020212962,0.0001370594,0.0000032545618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070473143,0.000045108092,0.00096757855,0.000010713164,0.00003346723,0.000010975372,0.00020202568,0.000010275973,0.9960757,0.000040452433,0.00003310683,0.002563584],"study_design_scores_gemma":[0.00017975668,0.00005326687,0.000530715,0.000041847627,0.00002806013,0.00097576116,0.00019387908,0.00043378997,0.99501747,0.00011666267,0.002310741,0.00011804235],"about_ca_topic_score_codex":0.000008747356,"about_ca_topic_score_gemma":0.000008922208,"teacher_disagreement_score":0.01298244,"about_ca_system_score_codex":0.00003372606,"about_ca_system_score_gemma":0.00041934097,"threshold_uncertainty_score":0.36947292},"labels":[],"label_agreement":null},{"id":"W4225152663","doi":"10.1007/s10118-022-2703-7","title":"A Novel Ternary Composite of Polyurethane/Polyaniline/Nanosilica with Antistatic Property and Excellent Mechanical Strength: Preparation and Mechanism","year":2022,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Antistatic agent; Polyurethane; Materials science; Polyaniline; Composite material; Ultimate tensile strength; Composite number; Ternary operation; Polymer; Polymerization; Layer (electronics)","score_opus":0.011840573312245082,"score_gpt":0.26247534010800155,"score_spread":0.25063476679575647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225152663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956876,0.0010064944,0.002169475,0.0007216204,0.00019813869,0.00014830219,0.000026460433,0.00001004843,0.00003186873],"genre_scores_gemma":[0.9963999,0.000019888566,0.003342249,0.00006854748,0.000040502902,0.000008098669,7.200419e-7,0.000009360289,0.00011076208],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99836624,0.000053480988,0.00043303522,0.00029061417,0.00065621024,0.00020040918],"domain_scores_gemma":[0.9989267,0.0000802074,0.00050665095,0.0002125372,0.00011246061,0.00016147099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072156737,0.00014701353,0.00027826818,0.0001714849,0.00043694553,0.00007865321,0.000394039,0.000019362244,0.000057737314],"category_scores_gemma":[0.000036956655,0.00008386518,0.000034676257,0.00045461548,0.00044421808,0.0003469083,0.0002906558,0.00015882155,3.3974945e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011260743,0.00016951532,0.00032248197,0.000016442107,0.000006462716,0.0000054356724,0.0009821337,0.00000986703,0.9970065,0.00052937085,0.000007519878,0.0008316815],"study_design_scores_gemma":[0.0006636308,0.00077320996,0.000936308,0.000040702784,0.000036909238,0.001369655,0.00035181997,0.0022138224,0.9931889,0.00027132922,0.00001630474,0.00013741817],"about_ca_topic_score_codex":0.00014551965,"about_ca_topic_score_gemma":0.000009303951,"teacher_disagreement_score":0.0038175923,"about_ca_system_score_codex":0.00003146565,"about_ca_system_score_gemma":0.00025298254,"threshold_uncertainty_score":0.3419923},"labels":[],"label_agreement":null},{"id":"W4304166266","doi":"10.1007/s10118-022-2826-x","title":"Fluorescence Behavior and Emission Mechanisms of Poly(ethylene succinamide) and Its Applications in Fe3+ Detection and Data Encryption","year":2022,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fluorescence; Fourier transform infrared spectroscopy; Polymer; Tetraphenylethylene; Materials science; Proton NMR; Photochemistry; Emission spectrum; Spectroscopy; Polyamide; Fluorescence spectroscopy; Chemistry; Aggregation-induced emission; Chemical engineering; Polymer chemistry; Spectral line; Organic chemistry; Optics","score_opus":0.015703611126193513,"score_gpt":0.288659505399645,"score_spread":0.2729558942734515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304166266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952997,0.0034651288,0.0005918043,0.00011986584,0.00028728723,0.00019140868,0.000033801964,0.000007004282,0.000003990818],"genre_scores_gemma":[0.9992138,0.00023844758,0.0004536819,0.000018861327,0.000042705367,0.000011071549,0.0000019988659,0.000006752804,0.000012658175],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835014,0.00008785147,0.00047434057,0.00035438407,0.00052797585,0.0002052915],"domain_scores_gemma":[0.9990154,0.00006000802,0.0004073466,0.00027558857,0.00009759913,0.00014405871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018418874,0.00013345657,0.00025484074,0.00033087278,0.00035754588,0.00008737083,0.0006073007,0.000032772394,0.000038307844],"category_scores_gemma":[0.00015268484,0.00009876686,0.000015437377,0.0004924785,0.00025900736,0.0011404181,0.0007314146,0.0001309242,4.3628287e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004339064,0.000072587645,0.007342462,0.000031408956,8.1351413e-7,0.0000049665805,0.00034252615,5.741469e-7,0.988055,0.00010011152,0.0000013884639,0.0040048063],"study_design_scores_gemma":[0.00034988608,0.00015616715,0.06715752,0.000040003728,0.0000197284,0.00025129956,0.00028932258,0.0006190677,0.9306346,0.00036924158,0.000004489711,0.00010865835],"about_ca_topic_score_codex":0.000076164855,"about_ca_topic_score_gemma":0.000009897481,"teacher_disagreement_score":0.05981506,"about_ca_system_score_codex":0.000040971627,"about_ca_system_score_gemma":0.00011766838,"threshold_uncertainty_score":0.40275958},"labels":[],"label_agreement":null},{"id":"W4319229115","doi":"10.1007/s10118-023-2910-x","title":"Designs to Improve Capability of Neural Networks to Make Structural Predictions","year":2023,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Representation (politics); Artificial neural network; STRIDE; Artificial intelligence; Position (finance); Mechanism (biology); Task (project management); Field (mathematics); Lattice (music); Theoretical computer science; Engineering; Mathematics","score_opus":0.013637866684112406,"score_gpt":0.30265281530521376,"score_spread":0.28901494862110133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319229115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98183125,0.00006216951,0.011503341,0.0010352962,0.005188686,0.00021787176,0.00003079274,0.000065937355,0.000064650485],"genre_scores_gemma":[0.99619764,0.0000013862159,0.0030468393,0.00022094522,0.00040445197,0.0000063698744,4.788536e-7,0.000014531335,0.00010733839],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99648243,0.00017491645,0.00088444777,0.00048708246,0.0012751364,0.0006959737],"domain_scores_gemma":[0.99754786,0.0002286718,0.00050735136,0.00058537116,0.000519244,0.00061151164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042094653,0.00023720229,0.0004518349,0.00061971636,0.0004152562,0.00024048997,0.0020610122,0.000051002553,0.00021733475],"category_scores_gemma":[0.0021076829,0.00015888085,0.00011853491,0.003602079,0.0007139554,0.0006842346,0.00057104474,0.00023213521,0.0000424036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057708246,0.00001526524,0.008253939,0.0000123675945,0.0000021902033,0.000008015502,0.0010849092,0.08758846,0.9018226,0.000050576975,0.000113642745,0.0009902979],"study_design_scores_gemma":[0.00042160056,0.0010704639,0.30341414,0.000073442454,0.000020508745,0.00020125916,0.00022928693,0.20981596,0.4837822,0.0005380685,0.000022826562,0.0004102438],"about_ca_topic_score_codex":0.00012545481,"about_ca_topic_score_gemma":0.000022438666,"teacher_disagreement_score":0.41804045,"about_ca_system_score_codex":0.000098351535,"about_ca_system_score_gemma":0.0003189589,"threshold_uncertainty_score":0.6478973},"labels":[],"label_agreement":null},{"id":"W4360999198","doi":"10.1007/s10118-023-2975-6","title":"Polymer Translocation","year":2023,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nanopore; Chromosomal translocation; Polymer; DNA; Polymer physics; Nanotechnology; Materials science; RNA; Molecule; Biophysics; Chemistry; Polymer science; Gene; Biology; Biochemistry; Organic chemistry","score_opus":0.008471713573048325,"score_gpt":0.2394072108320287,"score_spread":0.23093549725898038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360999198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98109704,0.0147136655,0.0011923715,0.0004810134,0.0015874511,0.00003116627,0.0000027393462,0.0001029542,0.000791622],"genre_scores_gemma":[0.99867517,0.0008530333,0.00002851837,0.00003232805,0.00020245704,0.0000011481013,4.832261e-7,0.000011740924,0.00019510773],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897134,0.0000047255153,0.00029399898,0.00008604161,0.00039483432,0.00024907198],"domain_scores_gemma":[0.9996187,0.000026347645,0.000052281128,0.00011006319,0.000085119435,0.00010750188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040290892,0.00011359825,0.00018087354,0.00047575007,0.00012599735,0.000022883312,0.00032163007,0.00002445502,0.00002102596],"category_scores_gemma":[0.000014195171,0.000076764496,0.00008468922,0.0020891216,0.0001592467,0.00044237953,0.000011437663,0.000107204134,0.000029924175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017026985,0.000030271567,0.005658191,0.000045047276,0.000060389473,0.00007402816,0.004359603,0.00089442584,0.96252036,0.0002463633,0.0015739286,0.024520384],"study_design_scores_gemma":[0.00041046683,0.00006358153,0.018763892,0.000060855404,0.000019377141,0.00007553015,0.0001787027,0.0017875418,0.9778844,0.00031410521,0.00024193437,0.0001995898],"about_ca_topic_score_codex":0.0000040153755,"about_ca_topic_score_gemma":0.0000035216506,"teacher_disagreement_score":0.024320794,"about_ca_system_score_codex":0.000020017878,"about_ca_system_score_gemma":0.00006597683,"threshold_uncertainty_score":0.31303653},"labels":[],"label_agreement":null},{"id":"W4404057769","doi":"10.1007/s10118-024-3223-4","title":"Interferometers Utilizing Reversible X-ray-induced Chemical Changes in Poly(N-isopropylacrylamide) Microgels","year":2024,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Poly(N-isopropylacrylamide); Materials science; Polymer chemistry; Copolymer; Chemical engineering; Composite material; Polymer; Engineering","score_opus":0.018995952036503675,"score_gpt":0.27845083131644505,"score_spread":0.2594548792799414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404057769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833119,0.014370371,0.0002456708,0.0013795557,0.00036543384,0.00008890197,0.0000040140403,0.0000114642,0.00022271727],"genre_scores_gemma":[0.99868107,0.00017320496,0.00051733525,0.00020365481,0.00025210934,0.0000077815375,0.0000013416397,0.00002200437,0.00014152398],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985153,0.00004044451,0.00038641566,0.0003851873,0.00031493965,0.00035771466],"domain_scores_gemma":[0.9992504,0.000024884246,0.0001276473,0.00032871385,0.00010163709,0.00016668405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008069545,0.00019400129,0.00023484768,0.00044611035,0.00007931946,0.000119433746,0.0008073949,0.00009582998,0.000020968011],"category_scores_gemma":[0.00022498191,0.00014043528,0.0001228458,0.00094254606,0.00032723686,0.000046271864,0.00023793787,0.00024179232,0.000012215632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028904702,0.000038799182,0.00054974825,0.00002159755,0.000021954034,0.000014187233,0.00030831993,8.7012603e-7,0.9871627,0.000015824367,0.000061482984,0.011775621],"study_design_scores_gemma":[0.00015723032,0.00012513435,0.00037408454,0.00013123023,0.000014273376,0.00018764846,0.0001423559,0.0001808563,0.99798423,0.000048876904,0.0004915218,0.0001625481],"about_ca_topic_score_codex":0.00003696112,"about_ca_topic_score_gemma":0.000019924119,"teacher_disagreement_score":0.015369172,"about_ca_system_score_codex":0.00008531189,"about_ca_system_score_gemma":0.00037591142,"threshold_uncertainty_score":0.57267845},"labels":[],"label_agreement":null},{"id":"W4404763066","doi":"10.1007/s10118-025-3251-8","title":"Liquid Crystalline Hydrogel Capable of Thermally-induced Dual Actuation","year":2024,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Dual (grammatical number); Liquid crystalline; Composite material; Polymer","score_opus":0.008129570854691133,"score_gpt":0.24844056950979315,"score_spread":0.24031099865510203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404763066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843348,0.002990797,0.0109053515,0.00005214575,0.0013713654,0.000032509368,0.0000039802094,0.00003381865,0.0002751932],"genre_scores_gemma":[0.99921983,0.00011037231,0.00037520958,0.000013458071,0.0002254336,6.533536e-7,3.3973055e-7,0.000015120684,0.000039583047],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910384,0.00000474693,0.00032605755,0.00008502453,0.0003139611,0.0001663366],"domain_scores_gemma":[0.9996055,0.000026778422,0.0000792492,0.000110525936,0.000090133035,0.000087840155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043421748,0.00010522042,0.00017580381,0.00018459013,0.000037246387,0.0000409624,0.00020910648,0.000031097497,0.00005029917],"category_scores_gemma":[0.000046028796,0.00006980211,0.00005796877,0.00044039314,0.00004645689,0.00064033165,0.000031196552,0.00010714334,0.0000035089367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000125541155,0.000009838216,0.0000012295833,0.0000410668,0.000010125631,0.000013472109,0.00035989843,0.0021318786,0.99548125,0.00042655985,0.0000100388215,0.0015020943],"study_design_scores_gemma":[0.00010962031,0.00013225904,0.00002312298,0.000087397864,0.000011717101,0.00008519615,0.000029892026,0.018615097,0.9801318,0.0006320448,0.00006387097,0.00007796437],"about_ca_topic_score_codex":0.0000032369092,"about_ca_topic_score_gemma":0.0000015064265,"teacher_disagreement_score":0.016483217,"about_ca_system_score_codex":0.000040411593,"about_ca_system_score_gemma":0.00013867824,"threshold_uncertainty_score":0.28464472},"labels":[],"label_agreement":null},{"id":"W4408082107","doi":"10.1007/s10118-025-3288-8","title":"Investigating the Influence of Printing Parameters on the Helical Deformation of 4D-printed Liquid Crystal Elastomer Fiber-actuators","year":2025,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Elastomer; Actuator; Composite material; Deformation (meteorology); Fiber; Engineering; Electrical engineering","score_opus":0.006888318785514308,"score_gpt":0.24188126208808727,"score_spread":0.23499294330257298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408082107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99392223,0.00009899231,0.005367558,0.00016142761,0.00027099223,0.000068487774,0.0000012475947,0.000010277474,0.0000987925],"genre_scores_gemma":[0.9989775,0.000012254961,0.00089531235,0.00008408004,0.000018820614,0.000001681388,6.542125e-8,0.0000055311934,0.000004751921],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989291,0.000021219272,0.000502972,0.00006897163,0.00032126013,0.0001565193],"domain_scores_gemma":[0.9991456,0.00016107768,0.00031410754,0.00018262694,0.00014831538,0.000048232218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080822466,0.00010520816,0.00017808152,0.00014069522,0.00011965648,0.000033837176,0.00047603215,0.000026440635,0.0000056535755],"category_scores_gemma":[0.00064121134,0.00005150182,0.00006141878,0.00066696736,0.00031799814,0.00033081087,0.00009130705,0.0001864267,7.2543986e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016373404,0.0000097129805,0.00012663583,0.000049574854,0.000013880767,3.3476326e-7,0.00085332495,0.05637483,0.93922454,0.0017671082,0.0000027758576,0.0015608931],"study_design_scores_gemma":[0.000106283645,0.000080377315,0.0016735273,0.00030318557,0.000010016068,0.000013979433,0.00020772383,0.010579168,0.9863576,0.0005962366,0.000012813637,0.000059050417],"about_ca_topic_score_codex":0.0000058156597,"about_ca_topic_score_gemma":8.780858e-7,"teacher_disagreement_score":0.047133084,"about_ca_system_score_codex":0.000035445177,"about_ca_system_score_gemma":0.00010955208,"threshold_uncertainty_score":0.21001832},"labels":[],"label_agreement":null},{"id":"W628108222","doi":"10.1007/s10118-015-1655-6","title":"Poly(N-isopropylacrylamide)-grafted dual stimuli-responsive filter paper for protein separation","year":2015,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Monomer; Copolymer; Membrane; Grafting; Polymer; Polymer chemistry; Polymerization; Adsorption; Chemical engineering; Protein adsorption; Materials science; Lyotropic; Chemistry; Chromatography; Organic chemistry; Biochemistry","score_opus":0.013613711344133809,"score_gpt":0.2749666507008019,"score_spread":0.2613529393566681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W628108222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.925272,0.061882503,0.011404602,0.00060127175,0.0002797265,0.00026686498,0.000010649721,0.000039320093,0.00024304997],"genre_scores_gemma":[0.99857026,0.0001918471,0.00047221707,0.00012665361,0.00027543816,0.000029141127,0.0000021087792,0.000020133974,0.00031219405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987146,0.00002241907,0.00038610806,0.00015342823,0.00042426365,0.00029914465],"domain_scores_gemma":[0.99894184,0.0000322589,0.00012261848,0.00021564242,0.00043467517,0.0002529911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057309354,0.00016703522,0.00020892426,0.00018503927,0.00013028279,0.00007873386,0.00033772906,0.00005151452,0.000029226132],"category_scores_gemma":[0.00013948939,0.0001181511,0.00008940454,0.00069715746,0.00016591972,0.00044141736,0.000030530817,0.00014559184,0.000015408845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000743994,0.000029273187,0.00006428781,0.000008044551,0.000018835246,0.000004004836,0.00043934284,0.000032532247,0.98633534,0.00037122212,0.011024467,0.0015982662],"study_design_scores_gemma":[0.0009576284,0.00037248697,0.0016708247,0.00003118377,0.000035314642,0.00018701312,0.0001253079,0.0037851713,0.98607457,0.0016043679,0.0048758257,0.00028030694],"about_ca_topic_score_codex":0.000004662886,"about_ca_topic_score_gemma":0.000001881282,"teacher_disagreement_score":0.07329825,"about_ca_system_score_codex":0.00009979799,"about_ca_system_score_gemma":0.00041753205,"threshold_uncertainty_score":0.48180622},"labels":[],"label_agreement":null}]}