{"meta":{"query_hash":"827159745836","filters":{"venue":"RSC Applied Polymers"},"cohort_total":19,"direct_labels_cover":0,"predictions_cover":19,"exported":19,"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/827159745836","api":"https://metacan.xera.ac/api/v1/cohort?venue=RSC+Applied+Polymers"},"results":[{"id":"W4386060018","doi":"10.1039/d3lp00104k","title":"Unravelling the influence of side-chain symmetry on device performance: insights from isoindigo-based polymers in thin-film transistors","year":2023,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; National Taiwan University; Canada Foundation for Innovation; Ontario Research Foundation; National Taiwan University of Science and Technology; University of Windsor","keywords":"Side chain; Materials science; Polymer; Thin-film transistor; Transistor; Thin film; Optoelectronics; Nanotechnology; Electrical engineering; Composite material; Engineering; Layer (electronics)","score_opus":0.006622523899627706,"score_gpt":0.19155168403953496,"score_spread":0.18492916013990726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386060018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99114895,0.0013450434,0.0051112156,0.00010664509,0.000011315069,0.000015739424,0.000063598214,0.000029168468,0.002168365],"genre_scores_gemma":[0.99495894,0.001635603,0.002881695,0.00003495399,0.0000065927247,0.000010296065,0.000049778526,0.000012895919,0.00040922512],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99995863,0.000007978718,0.0000029234898,0.000007739082,0.000013871765,0.000008893123],"domain_scores_gemma":[0.99990714,0.000044819364,0.00001932566,0.000008496995,0.000011258515,0.000008997446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015531553,0.0003436027,0.0001711069,0.0001086195,0.00007931604,0.00028609834,0.00017248848,0.00020725395,0.0006322887],"category_scores_gemma":[0.00026906046,0.00010104356,0.00013255846,0.0001053747,0.00021468641,0.00045432392,0.00012132142,0.00065036636,0.0001383811],"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":[0.000028851697,0.00001896983,0.0001323505,0.000050608545,0.0000021917617,0.000043823406,0.00001143095,0.0003128173,0.9964252,0.00034380303,0.000011808664,0.0026180958],"study_design_scores_gemma":[0.0000050342755,0.0001690822,0.00069052837,0.0000064568003,0.000008500912,0.00008650868,0.000015340596,0.0024495637,0.99581534,0.00020364905,0.00054586073,0.0000041973667],"about_ca_topic_score_codex":0.0001658788,"about_ca_topic_score_gemma":0.0003037963,"teacher_disagreement_score":0.0006322887,"about_ca_system_score_codex":0.000120949364,"about_ca_system_score_gemma":0.00014639791,"threshold_uncertainty_score":0.00211519},"labels":[],"label_agreement":null},{"id":"W4389496184","doi":"10.1039/d3lp00209h","title":"Thienoisoindigo-based recyclable conjugated polymers for organic electronics","year":2023,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Organic Electronics and Photovoltaics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Structural Genomics Consortium; University of Toronto","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; University of Toronto","keywords":"Imine; Conjugated system; Polymer; Monomer; Hydrolysis; Materials science; Electronics; Organic electronics; Polymer chemistry; Polymer science; Nanotechnology; Chemical engineering; Organic chemistry; Chemistry; Catalysis; Transistor; Engineering; Electrical engineering","score_opus":0.006977882891733924,"score_gpt":0.2022416410790805,"score_spread":0.19526375818734656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389496184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9418542,0.0048807575,0.040472,0.0001844729,0.00006513413,0.00008727939,0.0004085597,0.00078901317,0.01125862],"genre_scores_gemma":[0.9754308,0.0020101161,0.011585304,0.00005049312,0.0000137737925,0.00005364354,0.0003228059,0.00007639584,0.010456713],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999416,0.0000063200946,0.0000031854076,0.00001352012,0.000016943868,0.000018451512],"domain_scores_gemma":[0.99994814,0.00001008972,0.0000175721,0.000009008856,0.0000073197352,0.000007956068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012242288,0.00037765503,0.00013544405,0.00018339876,0.00009175367,0.00030950937,0.00025401154,0.0003104817,0.0017837428],"category_scores_gemma":[0.00017392416,0.00015688958,0.00015375199,0.00021332198,0.00016736954,0.00040032683,0.00016070863,0.0006075294,0.0006958731],"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":[0.000036299112,0.000017746674,0.00004592679,0.0000420482,0.0000034988925,0.000030998275,0.000019193707,0.00011902747,0.99401516,0.0004182707,0.00009200713,0.005159782],"study_design_scores_gemma":[0.0000053059935,0.00009345578,0.0002323763,0.000003675645,0.0000048474944,0.000050336872,0.000004393281,0.00046242485,0.99711144,0.00004134297,0.0019870182,0.000003265656],"about_ca_topic_score_codex":0.00017621205,"about_ca_topic_score_gemma":0.00046732512,"teacher_disagreement_score":0.0017837428,"about_ca_system_score_codex":0.00020694925,"about_ca_system_score_gemma":0.00014776799,"threshold_uncertainty_score":0.00596714},"labels":[],"label_agreement":null},{"id":"W4390034885","doi":"10.1039/d3lp00186e","title":"Crosslinking CO <sub>2</sub> -switchable polymers for paints and coatings applications","year":2023,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Carbon dioxide utilization in catalysis","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Polymer; Materials science; Nanotechnology; Polymer science; Composite material","score_opus":0.011944995419377775,"score_gpt":0.24801616120539358,"score_spread":0.2360711657860158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390034885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561413,0.0057031782,0.02636106,0.00037775238,0.00029692514,0.000092786446,0.00024232014,0.0005664827,0.010218295],"genre_scores_gemma":[0.9854117,0.0016793768,0.008160662,0.00016666455,0.00003479255,0.000042891872,0.00011632775,0.00014709188,0.00424061],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998406,0.000012797896,0.000008513918,0.000035774035,0.00005892626,0.000043437154],"domain_scores_gemma":[0.9997931,0.00005326963,0.00007328725,0.000022522807,0.000033991597,0.000023904879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018371746,0.0006397789,0.00027494258,0.00023057421,0.00022206207,0.0005110218,0.00021442723,0.00049539167,0.0020594355],"category_scores_gemma":[0.00036148942,0.00022542688,0.00018418455,0.00020525313,0.00031916253,0.00060900423,0.00031489547,0.0005327937,0.00046206702],"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":[0.000027680215,0.000008808318,0.00006155026,0.00007271417,0.0000038580747,0.00003946063,0.000009403978,0.00014240803,0.9973707,0.00010887162,0.000086198495,0.0020683426],"study_design_scores_gemma":[0.000002393796,0.000025560332,0.0006448153,0.00000379037,0.000005839961,0.000075932796,0.0000044786184,0.00048543373,0.9975242,0.00003432938,0.0011889164,0.000004329936],"about_ca_topic_score_codex":0.0003373901,"about_ca_topic_score_gemma":0.00082263054,"teacher_disagreement_score":0.0020594355,"about_ca_system_score_codex":0.00037112707,"about_ca_system_score_gemma":0.00021878458,"threshold_uncertainty_score":0.0068894625},"labels":[],"label_agreement":null},{"id":"W4391239731","doi":"10.1039/d3lp00244f","title":"Influence of cellulose nanocrystal surface chemistry and dispersion quality on latex nanocomposite stability, film formation and adhesive properties","year":2024,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Queen's University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocomposite; Nanocrystal; Adhesive; Cellulose; Materials science; Dispersion (optics); Nanocellulose; Composite material; Chemical engineering; Nanotechnology; Optics","score_opus":0.017524434865322385,"score_gpt":0.2630300512925607,"score_spread":0.2455056164272383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391239731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779,0.00055876345,0.0007879903,0.00002465634,0.000013979742,0.000014103838,0.00012617203,0.000023703516,0.0006605364],"genre_scores_gemma":[0.99787533,0.00036595945,0.0010514954,0.000022364817,0.0000038253042,0.000012586486,0.00009151473,0.000022988126,0.00055393326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973685,0.000040894964,0.00003705406,0.00006964871,0.00006675897,0.000048814058],"domain_scores_gemma":[0.9993199,0.00035498987,0.00011129595,0.000043506545,0.00010807067,0.00006230818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036295768,0.00029351524,0.00021915288,0.00016572434,0.00012766151,0.00048313104,0.0001850224,0.0002386789,0.0011594639],"category_scores_gemma":[0.00097596634,0.00022574498,0.0001729036,0.00020435196,0.00022986565,0.00029387954,0.00016533685,0.00036534472,0.00022787876],"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":[0.00020051951,0.000030511415,0.0003169808,0.000038928985,0.000011836592,0.000030051879,0.000025322926,0.000120094875,0.99799925,0.00001829248,0.000020497471,0.0011879023],"study_design_scores_gemma":[0.0000071021723,0.00008996788,0.0014091178,0.0000020705827,0.000014644739,0.000021434638,0.000010414757,0.00062820583,0.9976457,0.00000518791,0.00016166567,0.0000045525003],"about_ca_topic_score_codex":0.0020796568,"about_ca_topic_score_gemma":0.0039118887,"teacher_disagreement_score":0.0020796568,"about_ca_system_score_codex":0.00034892894,"about_ca_system_score_gemma":0.00026580927,"threshold_uncertainty_score":0.004135132},"labels":[],"label_agreement":null},{"id":"W4392960890","doi":"10.1039/d4lp00016a","title":"Valorization of plastic waste <i>via</i> chemical activation and carbonization into activated carbon for functional material applications","year":2024,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Carbonization; Activated carbon; Plastic waste; Waste management; Carbon fibers; Materials science; Environmental science; Chemistry; Organic chemistry; Adsorption; Composite material; Engineering","score_opus":0.005263573491190795,"score_gpt":0.20262629894783804,"score_spread":0.19736272545664724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392960890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5968032,0.2560592,0.07743303,0.00093419466,0.0011646083,0.00018581489,0.00058457954,0.0007028636,0.06613246],"genre_scores_gemma":[0.8140832,0.14670524,0.018995762,0.0003718146,0.00022905957,0.00007278065,0.00040884476,0.00014397122,0.018989332],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998591,0.000016373415,0.000011177568,0.000024223922,0.000058231108,0.000030785355],"domain_scores_gemma":[0.99996674,0.0000076157025,0.000008284904,0.0000042087595,0.000010345045,0.0000027403014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012410176,0.0005060965,0.0002704111,0.00047600674,0.00016659209,0.0003637695,0.0003001407,0.000326125,0.0012048435],"category_scores_gemma":[0.00012208411,0.00013654084,0.00050829846,0.00038837123,0.00017301213,0.0004458986,0.0002091284,0.000359744,0.00066486857],"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":[0.00006211751,0.000051992774,0.00033819975,0.0033669155,0.00007249195,0.0003578407,0.00005701735,0.0011220126,0.89861184,0.0028877824,0.0007278748,0.09234389],"study_design_scores_gemma":[0.0000022238023,0.00013251364,0.0005427259,0.00007271626,0.00003071592,0.00038691034,0.000023793351,0.00038523696,0.966203,0.00025428875,0.031956624,0.00000929201],"about_ca_topic_score_codex":0.00021067425,"about_ca_topic_score_gemma":0.0005464595,"teacher_disagreement_score":0.0012048435,"about_ca_system_score_codex":0.00021843711,"about_ca_system_score_gemma":0.00023745045,"threshold_uncertainty_score":0.004030645},"labels":[],"label_agreement":null},{"id":"W4400947877","doi":"10.1039/d4lp00121d","title":"N and P-type zwitterion gated organic field effect transistors","year":2024,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Zwitterion; Transistor; Materials science; Capacitance; Field-effect transistor; Vinyl alcohol; Type (biology); Voltage; Optoelectronics; Chemistry; Electrical engineering; Composite material; Electrode; Organic chemistry; Physical chemistry; Engineering; Polymer; Molecule","score_opus":0.004545057226530054,"score_gpt":0.20507846734499804,"score_spread":0.20053341011846798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400947877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98290056,0.0007512275,0.002270819,0.00013474561,0.00006699078,0.000020852925,0.00020745466,0.00006230368,0.013585017],"genre_scores_gemma":[0.9896263,0.0005817675,0.0013791551,0.00008649735,0.00002117567,0.000022934231,0.00013252073,0.000016796605,0.008132943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999938,0.0000073004344,0.000003760799,0.000016992239,0.000016471706,0.000017381186],"domain_scores_gemma":[0.99996173,0.0000090650165,0.000011801088,0.0000037688555,0.000005063585,0.000008647209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073511175,0.0002483094,0.00008385926,0.0001108847,0.00010378056,0.00021375992,0.0003010741,0.00026809302,0.0031747345],"category_scores_gemma":[0.00011875954,0.00007659399,0.000087865556,0.00012296128,0.0001530188,0.00046614523,0.00016872305,0.0001801008,0.00035676805],"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":[0.00011135339,0.000016699512,0.0000599324,0.000047260964,0.0000035918824,0.0000935428,0.000013436055,0.00013060836,0.9950937,0.0009149994,0.0002177131,0.003297164],"study_design_scores_gemma":[0.000025430214,0.00024735372,0.00091730116,0.0000066465195,0.0000055754026,0.00017440192,0.000021307578,0.0019952839,0.99264306,0.00024002162,0.003715449,0.000008255312],"about_ca_topic_score_codex":0.0003199769,"about_ca_topic_score_gemma":0.0011912567,"teacher_disagreement_score":0.0031747345,"about_ca_system_score_codex":0.00019663267,"about_ca_system_score_gemma":0.000085371656,"threshold_uncertainty_score":0.010620475},"labels":[],"label_agreement":null},{"id":"W4401500517","doi":"10.1039/d4lp00145a","title":"Antimicrobial textiles based on photocrosslinked poly(ethylene-<i>co</i>-acrylic acid)","year":2024,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ethylene; Antimicrobial; Acrylic acid; Chemistry; Nuclear chemistry; Polymer science; Organic chemistry; Polymer; Copolymer","score_opus":0.011150810607121241,"score_gpt":0.25310130781591095,"score_spread":0.2419504972087897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401500517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589648,0.0058564655,0.019022845,0.00014312507,0.00026955994,0.00007436229,0.00024594675,0.00051952247,0.014903382],"genre_scores_gemma":[0.98738295,0.0014488653,0.0063564335,0.00009818164,0.00002917045,0.000020539483,0.00013151809,0.00007162396,0.0044608302],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99979466,0.00002239271,0.000012052194,0.00005859903,0.000059640017,0.000052675918],"domain_scores_gemma":[0.99979335,0.000038955215,0.000081129576,0.0000205544,0.00002505344,0.00004096832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014718581,0.00074175326,0.00021660146,0.0003188757,0.00015371518,0.00037468254,0.00025797493,0.0004587489,0.0015995702],"category_scores_gemma":[0.0002939409,0.00024041515,0.00034822675,0.00025867662,0.0001974136,0.00035604858,0.00022953625,0.00043960087,0.0006361915],"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":[0.000024728382,0.000009403352,0.000036243247,0.000034832563,0.0000029737903,0.000027649483,0.0000061618775,0.000032301145,0.99808735,0.000035818848,0.000034880464,0.0016675702],"study_design_scores_gemma":[0.0000032409594,0.00012185144,0.00081603386,0.0000042496267,0.000005743607,0.00008438398,0.000004803771,0.00018964137,0.99787915,0.000012172198,0.0008758415,0.0000029427492],"about_ca_topic_score_codex":0.00019785945,"about_ca_topic_score_gemma":0.0003822216,"teacher_disagreement_score":0.0015995702,"about_ca_system_score_codex":0.00023426712,"about_ca_system_score_gemma":0.00008427235,"threshold_uncertainty_score":0.005351126},"labels":[],"label_agreement":null},{"id":"W4403429231","doi":"10.1039/d4lp00220b","title":"A polyamide and polyethylene multilayer composite with enhanced barrier and mechanical properties at high temperature","year":2024,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Material Properties and Applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyamide; Materials science; Composite number; Composite material; Polyethylene","score_opus":0.006932031540595324,"score_gpt":0.2005436227305471,"score_spread":0.19361159118995178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403429231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890366,0.0014175071,0.0076465597,0.000039934395,0.000059719696,0.00002729035,0.000106805186,0.00017868089,0.0014869195],"genre_scores_gemma":[0.99099004,0.00039299676,0.0061120694,0.000023274919,0.00001454285,0.000022543018,0.00009828091,0.000023278537,0.0023229383],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999013,0.0000073094175,0.000005737195,0.000022227261,0.000036545902,0.000026877551],"domain_scores_gemma":[0.99987364,0.000014092402,0.00003272347,0.000008472339,0.000028745593,0.000042273638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018099151,0.0004866208,0.0002797497,0.00029618604,0.00014956134,0.00019044473,0.00023229446,0.00035298333,0.00082312763],"category_scores_gemma":[0.00014842549,0.00018825583,0.00022852149,0.00016365857,0.000118890865,0.00028892938,0.00017929533,0.00035112246,0.00019767578],"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":[0.000026095073,0.000005398052,0.00002255555,0.000021111162,0.0000019433041,0.000023640223,0.0000037547582,0.000037681406,0.99943024,0.000014161649,0.000009729456,0.0004037167],"study_design_scores_gemma":[0.000012133674,0.00024803818,0.0019889814,0.0000053130625,0.000017864933,0.00022166272,0.000006455513,0.0006819721,0.9958818,0.000007670997,0.00092180225,0.0000063739485],"about_ca_topic_score_codex":0.0002753752,"about_ca_topic_score_gemma":0.00064428925,"teacher_disagreement_score":0.00082312763,"about_ca_system_score_codex":0.00014388016,"about_ca_system_score_gemma":0.000110701185,"threshold_uncertainty_score":0.002753675},"labels":[],"label_agreement":null},{"id":"W4404353848","doi":"10.1039/d4lp00211c","title":"Recent progress in the development of porous polymeric materials for oil ad/absorption application","year":2024,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centre of Innovation","keywords":"Materials science; Porosity; Absorption (acoustics); Chemical engineering; Porous medium; Nanotechnology; Composite material; Engineering","score_opus":0.009735784382552357,"score_gpt":0.24896490397014887,"score_spread":0.23922911958759652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404353848","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20919733,0.6178313,0.13241717,0.0030915653,0.0005330901,0.00015615179,0.0003231143,0.0006831076,0.03576726],"genre_scores_gemma":[0.4252771,0.45714384,0.106678,0.0008152504,0.00056738226,0.00011460601,0.0006581009,0.00010470733,0.008640979],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976784,0.000029858124,0.000027625076,0.00007324815,0.00007365162,0.00002772968],"domain_scores_gemma":[0.9991062,0.0003332126,0.00015748318,0.000073046605,0.00025091044,0.0000790802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012442654,0.0006441339,0.00034312528,0.0007659044,0.00023148593,0.00074178714,0.0004613795,0.0005270675,0.0016461853],"category_scores_gemma":[0.0008408124,0.0002674122,0.00033896408,0.0011019864,0.0005168481,0.0011152836,0.00045923365,0.0008157059,0.0006588983],"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":[0.00023703948,0.00030603365,0.0015459633,0.008255954,0.00009096744,0.00036076308,0.00022689531,0.0024002376,0.5480201,0.007865942,0.0019912831,0.42869884],"study_design_scores_gemma":[0.000034802935,0.00096981716,0.0023336213,0.0004009732,0.00020354953,0.0015993516,0.00020049683,0.0061813043,0.7822183,0.0023027326,0.20350273,0.00005242647],"about_ca_topic_score_codex":0.0004406676,"about_ca_topic_score_gemma":0.00055691105,"teacher_disagreement_score":0.0016461853,"about_ca_system_score_codex":0.00034285322,"about_ca_system_score_gemma":0.0006372796,"threshold_uncertainty_score":0.006580353},"labels":[],"label_agreement":null},{"id":"W4404682901","doi":"10.1039/d4lp00299g","title":"Dual acid/glutathione-responsive core-degradable/shell-sheddable block copolymer nanoassemblies bearing benzoic imines for enhanced drug release","year":2024,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Copolymer; Chemistry; Benzoic acid; Combinatorial chemistry; Core (optical fiber); Polymer chemistry; Drug; Block (permutation group theory); Glutathione; Materials science; Organic chemistry; Pharmacology; Polymer; Composite material; Enzyme","score_opus":0.013785042991760971,"score_gpt":0.25496378903279976,"score_spread":0.24117874604103878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404682901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824354,0.0011906051,0.014434887,0.00010744389,0.000040903644,0.0000530767,0.00017165607,0.00020940595,0.0013566109],"genre_scores_gemma":[0.9882195,0.00051453954,0.008498081,0.00004957477,0.000008711848,0.00004112198,0.0001335386,0.000028311391,0.0025067057],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999474,0.0000060899524,0.0000042132806,0.000017341497,0.000012336912,0.00001268621],"domain_scores_gemma":[0.9999428,0.000004967589,0.000020789168,0.000005318843,0.000010075829,0.000016095417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119694865,0.00032634492,0.0001445311,0.00011774436,0.0000817347,0.00014069125,0.00014952212,0.00024482197,0.0007138828],"category_scores_gemma":[0.00008605857,0.00015809666,0.00013481294,0.00007452581,0.00012625588,0.00029784968,0.00013288434,0.00028621318,0.00026554862],"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":[0.000017801973,0.000006558105,0.000016113401,0.0000109388875,0.0000013217291,0.000009368929,0.0000048999054,0.000033987635,0.9991191,0.000052946893,0.00001465264,0.0007124447],"study_design_scores_gemma":[0.000005264322,0.00006028066,0.00023932791,8.39035e-7,0.0000035559774,0.000024568159,0.000002344738,0.00048709716,0.9984707,0.0000088713405,0.0006951289,0.0000019962142],"about_ca_topic_score_codex":0.0002638625,"about_ca_topic_score_gemma":0.00064111507,"teacher_disagreement_score":0.0007138828,"about_ca_system_score_codex":0.00022693776,"about_ca_system_score_gemma":0.0001332626,"threshold_uncertainty_score":0.0023881793},"labels":[],"label_agreement":null},{"id":"W4405380687","doi":"10.1039/d4lp00310a","title":"Impact of aromatic to quinoidal transformation on the degradation kinetics of imine-based semiconducting polymers","year":2024,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; University of Toronto","keywords":"Imine; Kinetics; Degradation (telecommunications); Polymer; Transformation (genetics); Chemical engineering; Materials science; Chemistry; Photochemistry; Polymer chemistry; Organic chemistry; Computer science; Catalysis; Physics; Engineering","score_opus":0.026514535329326554,"score_gpt":0.2870427319795687,"score_spread":0.2605281966502421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405380687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99610764,0.0012929229,0.001027714,0.00003739402,0.000018969064,0.000011926455,0.0001557594,0.000026695645,0.0013210691],"genre_scores_gemma":[0.99864894,0.0004182562,0.00025184778,0.000017518232,0.0000026174566,0.0000044300627,0.00007105319,0.000008849018,0.0005765422],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980396,0.000035120418,0.000010701841,0.00005003471,0.00003550788,0.00006468949],"domain_scores_gemma":[0.999572,0.00018538837,0.000094702555,0.000029700974,0.0000763013,0.00004192417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026571727,0.00030982852,0.00016377283,0.00010648258,0.00011940577,0.00031151355,0.00013423352,0.00024608593,0.0019891805],"category_scores_gemma":[0.00068867434,0.00008528085,0.0001411632,0.00013972959,0.00023322146,0.00037131427,0.00010584448,0.00040541237,0.0003532439],"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":[0.00043304576,0.000026704149,0.00022990895,0.000057205176,0.0000070156693,0.00006274521,0.000058886922,0.00015953054,0.99634606,0.00009549125,0.000037894675,0.002485527],"study_design_scores_gemma":[0.000002743211,0.00027038515,0.0009456415,0.00000329611,0.000005166593,0.000027983102,0.000023615947,0.00059131713,0.99768424,0.000018918665,0.00042273354,0.0000040242685],"about_ca_topic_score_codex":0.0009472566,"about_ca_topic_score_gemma":0.000902746,"teacher_disagreement_score":0.0019891805,"about_ca_system_score_codex":0.00019421556,"about_ca_system_score_gemma":0.0002030979,"threshold_uncertainty_score":0.006654501},"labels":[],"label_agreement":null},{"id":"W4406030467","doi":"10.1039/d4lp00320a","title":"Composites of azo-linked pyrene-tetraone porous organic polymers as cathodes for lithium-ion batteries","year":2025,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Canada Foundation for Innovation; Ministry of Higher Education and Scientific Research; Ontario Research Foundation","keywords":"Lithium (medication); Pyrene; Porosity; Cathode; Polymer; Materials science; Ion; Chemical engineering; Anode; Composite material; Chemistry; Organic chemistry; Electrode","score_opus":0.007117309592162384,"score_gpt":0.22488594494708058,"score_spread":0.2177686353549182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406030467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844343,0.0034083957,0.008301654,0.00008276455,0.00008854961,0.000034719676,0.00025643702,0.00025181597,0.0031412356],"genre_scores_gemma":[0.99383247,0.001117149,0.0026456753,0.000014347883,0.000015937327,0.000019840814,0.00013931727,0.000027953065,0.0021872695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989843,0.000009071707,0.0000070820915,0.000026186643,0.000035433837,0.000023921217],"domain_scores_gemma":[0.99993026,0.000013302883,0.000013291965,0.0000039478364,0.000016840317,0.000022329166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015530278,0.0003929523,0.00019364548,0.00036035758,0.00017057895,0.0004358065,0.0002233099,0.00033124516,0.0007951209],"category_scores_gemma":[0.00017919432,0.00015436411,0.00017679368,0.00021434056,0.00014925774,0.00048188667,0.00018690174,0.00033942377,0.00029984667],"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":[0.00006362209,0.00001893838,0.000066606735,0.00005326029,0.0000050748263,0.000049097132,0.000012172377,0.0002174646,0.9965833,0.00014574509,0.000045474248,0.0027392423],"study_design_scores_gemma":[0.0000064849114,0.00007691911,0.0005337422,0.000003149295,0.000010223206,0.00005140892,0.0000059028844,0.0010639932,0.99733067,0.000026473139,0.0008862666,0.0000048194206],"about_ca_topic_score_codex":0.00034509195,"about_ca_topic_score_gemma":0.0009232752,"teacher_disagreement_score":0.0007951209,"about_ca_system_score_codex":0.00021195851,"about_ca_system_score_gemma":0.00014631264,"threshold_uncertainty_score":0.0026599765},"labels":[],"label_agreement":null},{"id":"W4409221029","doi":"10.1039/d5lp00015g","title":"Rheokinetics of ε-caprolactam anionic-ring polymerization applied to the rapid production of thermoplastic composites","year":2025,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency; Mitacs; New Brunswick Innovation Foundation; Canada Foundation for Innovation; Innovation, Science and Economic Development Canada","keywords":"Caprolactam; Composite material; Polymerization; Materials science; Thermoplastic composites; Thermoplastic; Ring-opening polymerization; Ring (chemistry); Production (economics); Polymer chemistry; Chemistry; Polymer; Organic chemistry","score_opus":0.0099960143848451,"score_gpt":0.2076983545517955,"score_spread":0.1977023401669504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409221029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881364,0.0021294814,0.0063709617,0.000056647536,0.000049633658,0.000027659642,0.0000805577,0.000100053665,0.0030486125],"genre_scores_gemma":[0.9948356,0.00077052147,0.002325174,0.000018353161,0.000010879895,0.000011996589,0.00006868205,0.0000421904,0.001916578],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998053,0.00004505211,0.000012428489,0.00003724011,0.000061850435,0.00003823027],"domain_scores_gemma":[0.9997037,0.00013384376,0.00006593385,0.00001561482,0.00004998229,0.000031029147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036614685,0.00029429197,0.00018041275,0.000156552,0.00010133351,0.00034189603,0.00014305823,0.00022900244,0.001204162],"category_scores_gemma":[0.00054449996,0.0001441702,0.00015823798,0.00018464084,0.00016564692,0.00028336878,0.00014105756,0.0005133616,0.0004000028],"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":[0.00013450712,0.000012618403,0.00007025253,0.000027216556,0.0000017351224,0.000021929098,0.000017664775,0.00009416691,0.9978788,0.000052172007,0.000019069925,0.0016698076],"study_design_scores_gemma":[0.0000039680635,0.0001436229,0.00037764737,0.000002312415,0.00000440947,0.000020785972,0.000004550327,0.00070617493,0.9983979,0.0000075557996,0.0003288307,0.0000022965432],"about_ca_topic_score_codex":0.00026824157,"about_ca_topic_score_gemma":0.0003995464,"teacher_disagreement_score":0.001204162,"about_ca_system_score_codex":0.00017686855,"about_ca_system_score_gemma":0.00018868929,"threshold_uncertainty_score":0.0040283203},"labels":[],"label_agreement":null},{"id":"W4410857947","doi":"10.1039/d5lp00022j","title":"Multifunctional soft actuator hybrids: a review","year":2025,"lang":"en","type":"review","venue":"RSC Applied Polymers","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Actuator; Soft robotics; Mechanical engineering; Field (mathematics); Computer science; Materials science; Engineering; Control engineering; Artificial intelligence; Mathematics","score_opus":0.01903574576791541,"score_gpt":0.26952350915129114,"score_spread":0.25048776338337575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410857947","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035713927,0.9972705,0.0002948959,0.00014384487,0.00021014627,0.000006847654,0.00003365821,0.000013676297,0.0016691622],"genre_scores_gemma":[0.001498241,0.9962993,0.00043138704,0.00018389642,0.00012257752,0.000016334769,0.00006170583,0.0000034610118,0.0013829718],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998783,0.000012032174,0.000013869883,0.000031956988,0.000046412788,0.000017524048],"domain_scores_gemma":[0.9997862,0.00010060162,0.00003711778,0.000007671428,0.0000456513,0.000022779885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039090597,0.0010251402,0.0009424139,0.0022233317,0.00026325413,0.00086666783,0.0008184942,0.00085455115,0.004368021],"category_scores_gemma":[0.00048641698,0.00044984685,0.00039772748,0.0023109193,0.00028632235,0.0013478564,0.0006988871,0.0011617235,0.0024806326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051526007,0.000111290974,0.00013367557,0.023311922,0.00008874253,0.00022637805,0.00006112193,0.00053413067,0.007947842,0.005854723,0.02997188,0.9317068],"study_design_scores_gemma":[0.000009622166,0.00009451975,0.00035742993,0.0023117801,0.00008220966,0.00067352166,0.00003658407,0.00012521952,0.0021630733,0.0011926326,0.9929327,0.000020716476],"about_ca_topic_score_codex":0.00063378346,"about_ca_topic_score_gemma":0.0014438179,"teacher_disagreement_score":0.004368021,"about_ca_system_score_codex":0.00035539034,"about_ca_system_score_gemma":0.0006980225,"threshold_uncertainty_score":0.014612436},"labels":[],"label_agreement":null},{"id":"W4412431243","doi":"10.1039/d5lp00036j","title":"Enhanced sensitivity and stability of wearable temperature sensors: a novel approach using inkjet printing","year":2025,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; York University; University of Toronto","funders":"Biotalent Canada; Mitacs","keywords":"PEDOT:PSS; Sensitivity (control systems); Wearable computer; Materials science; Stability (learning theory); Wearable technology; Optoelectronics; Computer science; Electronic engineering; Nanotechnology; Embedded system; Engineering; Layer (electronics)","score_opus":0.010211852717516868,"score_gpt":0.2056500996355212,"score_spread":0.19543824691800432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412431243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5413842,0.008379477,0.43611395,0.00082657766,0.00091514754,0.00022015811,0.0002906762,0.0021836837,0.009686152],"genre_scores_gemma":[0.8210922,0.003440003,0.16570899,0.0002610309,0.00023255368,0.000118308315,0.00013173913,0.00017399434,0.008841115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958616,0.000041243067,0.000042184172,0.0001011853,0.00019760363,0.000031720683],"domain_scores_gemma":[0.9997466,0.000085689666,0.00006294609,0.00004390722,0.000044158125,0.000016617847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002683746,0.0004934199,0.00042235246,0.00036981484,0.00021910168,0.0005811501,0.00064092904,0.0006806341,0.0007643579],"category_scores_gemma":[0.00053951127,0.00036984694,0.00041584228,0.0002837781,0.00026263917,0.00078106794,0.00046686004,0.00072505686,0.00048834726],"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":[0.000018477296,0.000012782381,0.000027031385,0.00005642847,0.0000052189025,0.000087838234,0.000020858972,0.00013583143,0.9926362,0.0001511959,0.00005536603,0.0067927744],"study_design_scores_gemma":[0.0000021039598,0.000036205896,0.000082904575,0.0000019410072,0.00000668266,0.00015889703,0.0000028630093,0.0009901238,0.9975333,0.000032966185,0.0011466168,0.000005299867],"about_ca_topic_score_codex":0.00008685937,"about_ca_topic_score_gemma":0.00017031745,"teacher_disagreement_score":0.0007643579,"about_ca_system_score_codex":0.00022198012,"about_ca_system_score_gemma":0.00015133257,"threshold_uncertainty_score":0.0025570989},"labels":[],"label_agreement":null},{"id":"W4415485220","doi":"10.1039/d5lp00191a","title":"Variation of refractive indices in self-assembling honeycomb patterned PMMA films","year":2025,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Silicone and Siloxane Chemistry","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Toronto Zoo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Refractive index; Casting; Honeycomb; Thin film; Honeycomb structure; Refractive index profile","score_opus":0.006098972405812819,"score_gpt":0.24109623451601087,"score_spread":0.23499726211019806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415485220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591535,0.00027677848,0.0022714736,0.000034472963,0.000022935492,0.000011659401,0.000068482725,0.000058084013,0.0013408976],"genre_scores_gemma":[0.99405944,0.00026086674,0.0042036,0.000016058777,0.000008642364,0.000016509579,0.000045721856,0.000024963287,0.0013641281],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988806,0.000014722068,0.000008116167,0.000024716268,0.00004431448,0.00002007951],"domain_scores_gemma":[0.9997552,0.000098803204,0.00006738815,0.000028082213,0.000033626937,0.000017014476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001040626,0.00026543444,0.00010791776,0.0001351459,0.00013835868,0.00025174208,0.00020522496,0.0001826729,0.0007352543],"category_scores_gemma":[0.00029929317,0.0001550236,0.000092943104,0.00013526555,0.00021896533,0.0002328868,0.00013671683,0.00031881704,0.00016614077],"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":[0.000011086558,0.0000036119116,0.00003498687,0.0000065610175,0.0000010414068,0.000011705965,0.000010782662,0.000028325963,0.99943894,0.000021924458,0.000008142876,0.0004228225],"study_design_scores_gemma":[0.0000026155167,0.000017413007,0.00058109354,8.858323e-7,0.000001360495,0.000011414024,0.0000057825473,0.00044436252,0.99878854,0.000007922989,0.00013715476,0.0000015273469],"about_ca_topic_score_codex":0.00041878034,"about_ca_topic_score_gemma":0.0011114241,"teacher_disagreement_score":0.0007352543,"about_ca_system_score_codex":0.00017957727,"about_ca_system_score_gemma":0.00011350853,"threshold_uncertainty_score":0.0024596453},"labels":[],"label_agreement":null},{"id":"W4415653168","doi":"10.1039/d5lp00225g","title":"Chemical control for the morphogenesis of conducting polymer dendrites in water","year":2025,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"H2020 European Research Council; European Research Council; Région Hauts-de-France; Agence Nationale de la Recherche","keywords":"Electrochemistry; Dendrite (mathematics); Kinetic control; Conductive polymer; Aqueous solution; Interconnection; Chemical species; Chemical process","score_opus":0.021084631295391943,"score_gpt":0.26591126120935776,"score_spread":0.2448266299139658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415653168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97047013,0.0020567286,0.017518109,0.00036826928,0.000097962366,0.000047147187,0.00020541518,0.00013908355,0.009097068],"genre_scores_gemma":[0.9952969,0.00080441666,0.002873239,0.000046428966,0.000009082019,0.000018211362,0.000048183778,0.000021152282,0.0008824145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992585,0.0000074600384,0.000004891927,0.00002384832,0.0000255922,0.000012357853],"domain_scores_gemma":[0.9998491,0.000062341,0.000044992168,0.000009724895,0.000017621305,0.000016210515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081149126,0.00015966585,0.000081390535,0.00010910875,0.00016141908,0.00036836835,0.00018259577,0.00021153512,0.0012344305],"category_scores_gemma":[0.00044610462,0.000087557586,0.000091963106,0.000112676,0.00030134665,0.00049059634,0.0002241822,0.0004284959,0.00018333335],"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":[0.000015715897,0.000007833972,0.00014245513,0.000047958332,0.0000016540663,0.000045495635,0.000022839953,0.00024338604,0.9960341,0.0007525456,0.00005534656,0.0026306936],"study_design_scores_gemma":[0.000004293523,0.000048997936,0.00088585145,0.0000063798334,0.0000033503175,0.00005409186,0.000034443823,0.003813595,0.99201876,0.0004659305,0.0026594128,0.000004954802],"about_ca_topic_score_codex":0.00022447073,"about_ca_topic_score_gemma":0.000564668,"teacher_disagreement_score":0.0012344305,"about_ca_system_score_codex":0.00024894185,"about_ca_system_score_gemma":0.000159756,"threshold_uncertainty_score":0.004129648},"labels":[],"label_agreement":null},{"id":"W4417233968","doi":"10.1039/d5lp00272a","title":"A multifunctional thermochromic–elastomeric composite for integrated pressure and temperature sensing","year":2025,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite number; Capacitive sensing; Microstructure; Pressure sensor; Dual (grammatical number)","score_opus":0.004941713018754543,"score_gpt":0.20575417321432524,"score_spread":0.2008124601955707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417233968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94264805,0.0023919807,0.04858404,0.00021237387,0.000115581795,0.00006701097,0.00041683041,0.0008068706,0.004757169],"genre_scores_gemma":[0.97381896,0.0005637474,0.02220868,0.00006491426,0.000026278753,0.000038328166,0.00013908927,0.000035481648,0.0031044956],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998915,0.00000941902,0.0000059136687,0.0000361409,0.000038571823,0.000018294002],"domain_scores_gemma":[0.9999256,0.000014838219,0.000020539797,0.000008461523,0.000012267471,0.000018276596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015186872,0.00037470096,0.00015620203,0.00023176263,0.00015683034,0.00024715744,0.00031560898,0.00037592335,0.0012739605],"category_scores_gemma":[0.00014606898,0.00025997442,0.00013251549,0.00017238638,0.00020392607,0.0002888217,0.0002045818,0.00040618298,0.00043711145],"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":[0.000015416175,0.000005120217,0.000019889907,0.000017280303,0.0000016017748,0.000015829875,0.000004089971,0.0000464088,0.99851173,0.000056787332,0.000027382604,0.0012784044],"study_design_scores_gemma":[0.0000029973944,0.00004562218,0.00053542654,0.0000019301467,0.000003913487,0.00007313154,0.0000041456965,0.00094801065,0.99735296,0.000015744396,0.001012346,0.0000037360142],"about_ca_topic_score_codex":0.00018670705,"about_ca_topic_score_gemma":0.00070594193,"teacher_disagreement_score":0.0012739605,"about_ca_system_score_codex":0.00015572614,"about_ca_system_score_gemma":0.00011761117,"threshold_uncertainty_score":0.0042617917},"labels":[],"label_agreement":null},{"id":"W7106023791","doi":"10.1039/d5lp00310e","title":"Poly(ethyl glyoxylate)-derived self-immolative elastomers","year":2025,"lang":"en","type":"article","venue":"RSC Applied Polymers","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Toronto","funders":"University of Toronto; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Elastomer; Deformation (meteorology); Welding; Natural rubber; Elasticity (physics)","score_opus":0.0057194965095108815,"score_gpt":0.23065807814651185,"score_spread":0.22493858163700098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106023791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96442586,0.0021211144,0.017450042,0.00019869933,0.0001329261,0.00012414735,0.00059571577,0.00032813556,0.014623258],"genre_scores_gemma":[0.98445755,0.00080795505,0.0077222036,0.000120019155,0.000023616883,0.000043703407,0.00032962096,0.000030798285,0.006464565],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999558,0.000008675242,0.000002882959,0.000010063543,0.000011257259,0.00001144967],"domain_scores_gemma":[0.9999379,0.000008035885,0.000023039418,0.000004545964,0.000005766725,0.000020808147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008779487,0.00040800424,0.00006703475,0.00017735592,0.00007414012,0.00014469727,0.00011180587,0.00023795951,0.0014885737],"category_scores_gemma":[0.0000829203,0.00010956112,0.00012722815,0.00009130895,0.00009837021,0.00021422227,0.00017130999,0.00034247982,0.00054743857],"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":[0.000040004626,0.000021288057,0.00007188003,0.000047201254,0.0000047016447,0.00008685954,0.000008141203,0.00016456578,0.996548,0.00018123846,0.000076175136,0.0027499013],"study_design_scores_gemma":[0.0000075874873,0.00014312757,0.0010571752,0.000004441649,0.00000665632,0.00015298123,0.0000044912467,0.0004174235,0.9946405,0.000022412973,0.0035388789,0.0000042997253],"about_ca_topic_score_codex":0.00005924034,"about_ca_topic_score_gemma":0.0002099105,"teacher_disagreement_score":0.0014885737,"about_ca_system_score_codex":0.000078994715,"about_ca_system_score_gemma":0.00006748449,"threshold_uncertainty_score":0.0049797297},"labels":[],"label_agreement":null}]}