{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":45,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":45,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"285d8c8244c0","filters":{"venue":"Journal of Polymer Research"}},"results":[{"id":"W2605809870","doi":"10.1007/s10965-017-1227-2","title":"Biodegradable poly(lactic acid)-based scaffolds: synthesis and biomedical applications","year":2017,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":92,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering and Architectural Science, Ryerson University; Connaught Fund; University of Toronto","keywords":"Materials science; Lactic acid; Nanotechnology; Polymer science; Chemical engineering; Bacteria; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.08373908740801765,"gpt":0.3509144209891507,"spread":0.267175333581133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003385815,0.0001711799,0.0003915574,0.0004364145,0.001583558,0.0008011626,0.001193662,0.0001482059,0.0007201778],"category_scores_gemma":[0.0005801528,0.0001155698,0.00011872,0.0001686726,0.001356475,0.0005061633,0.0002208301,0.0002927374,0.0001251297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005854327,"about_ca_system_score_gemma":0.0004597029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006812938,"about_ca_topic_score_gemma":0.00002130777,"domain_scores_codex":[0.9970425,0.0003768632,0.0005077792,0.0002842835,0.001191186,0.0005973415],"domain_scores_gemma":[0.9975452,0.0005712996,0.0004136808,0.0007600266,0.0002833518,0.0004264459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002650034,0.0002935102,0.001067366,0.0001062259,0.00004687833,0.00003403158,0.0001224377,9.767383e-9,0.6467299,0.000403743,0.002330724,0.3486001],"study_design_scores_gemma":[0.0002932571,0.0001781358,0.0005423242,0.0001515243,0.00003915727,0.00007137503,0.0002035023,0.00004736818,0.9862092,0.0001436524,0.01197715,0.0001434232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3667477,0.5889385,0.001838527,0.03795363,0.0009733535,0.0003905694,0.0001086038,0.00005843302,0.002990664],"genre_scores_gemma":[0.9971388,0.0003422815,0.00128672,0.00007243012,0.0005179376,0.00004727039,4.433404e-7,0.00002625112,0.0005678711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6303911,"threshold_uncertainty_score":0.9997162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982266720","doi":"10.1007/s10965-014-0434-3","title":"Beta-phase enhancement in polyvinylidene fluoride through filler addition: comparing cellulose with carbon nanotubes and clay","year":2014,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Polyvinylidene fluoride; Materials science; Microcrystalline cellulose; Composite material; Crystallinity; Carbon nanotube; Cellulose; Microcrystalline; Kaolinite; Phase (matter); Composite number; Fluoride; Sonication; Chemical engineering; Polymer; Organic chemistry; Inorganic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.04476847502820352,"gpt":0.3185795572573125,"spread":0.2738110822291089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005760244,0.000140564,0.0003360554,0.0002261046,0.00006016842,0.00006185409,0.0001340193,0.0000463876,0.00008774596],"category_scores_gemma":[0.00004998885,0.0001108353,0.00002799295,0.0002085973,0.00009229493,0.000236452,0.00004058956,0.0003536703,0.000003037039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006453315,"about_ca_system_score_gemma":0.0000258054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000150403,"about_ca_topic_score_gemma":0.00003273257,"domain_scores_codex":[0.9984612,0.0001423826,0.000416896,0.000131486,0.0004633101,0.000384652],"domain_scores_gemma":[0.9993943,0.0001874161,0.00006826757,0.0001489496,0.00007928103,0.0001218036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002870778,0.0001117648,0.0005850402,0.0001201391,0.00007322788,0.0001340677,0.0006944232,0.005926006,0.9877381,0.0003953933,0.0003301394,0.003604647],"study_design_scores_gemma":[0.001587727,0.0004057857,0.0003222594,0.0002889528,0.0000107269,0.00008308866,0.0001063553,0.002692776,0.9929932,0.0001175479,0.00124293,0.0001486346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931998,0.001531866,0.0008099044,0.0001029035,0.0001905971,0.00006073861,0.000002141345,0.00001758535,0.004084515],"genre_scores_gemma":[0.998241,0.0002041792,0.0009420985,0.00001405834,0.0003411043,0.00000656055,0.000002928104,0.00003088713,0.0002172057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005255143,"threshold_uncertainty_score":0.4519732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785449738","doi":"10.1007/s10965-018-1438-1","title":"Properties and phase structure of melt-processed PLA/PMMA blends","year":2018,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Materials science; Miscibility; Differential scanning calorimetry; Crystallinity; Rheology; Composite material; Polymer blend; Ultimate tensile strength; Phase (matter); Crystallization; Amorphous solid; Methyl methacrylate; Polymer; Chemical engineering; Copolymer; Thermodynamics; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.1182047971983931,"gpt":0.3537403091586381,"spread":0.2355355119602451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001279392,0.0001394214,0.0003649597,0.0003256329,0.000274536,0.0001683355,0.0005074881,0.00009807562,0.001220164],"category_scores_gemma":[0.0002184465,0.00008165387,0.00005773512,0.0002820522,0.001083318,0.0004772153,0.0001471203,0.000303322,0.0000137268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000021242,"about_ca_system_score_gemma":0.0003884374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002173466,"about_ca_topic_score_gemma":0.00003001568,"domain_scores_codex":[0.9975851,0.0003018056,0.0005308237,0.0001856414,0.0009819381,0.0004146878],"domain_scores_gemma":[0.9984733,0.0001060661,0.0002581537,0.0002362041,0.0007504263,0.0001758766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008839212,0.00006636629,0.0001220594,0.0001287864,0.00002944196,0.000007081653,0.001898588,4.977094e-8,0.9729526,0.0001256733,0.0005434518,0.02324197],"study_design_scores_gemma":[0.0006695951,0.001214934,0.00006585444,0.000187044,0.00001951727,0.00009642928,0.001180225,0.00003699019,0.9953026,0.0002149088,0.0009102976,0.0001016151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519452,0.0463768,0.00001798009,0.0009554155,0.0002391388,0.00006667592,0.00002311528,0.000006880512,0.0003688088],"genre_scores_gemma":[0.9984711,0.0001916202,0.0002029868,0.00003862767,0.0004581387,0.00000152363,2.107496e-7,0.00001858395,0.0006171449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04652598,"threshold_uncertainty_score":0.9996929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167491265","doi":"10.1007/s10965-015-0861-9","title":"Radiation crosslinking polymerization of poly (vinyl alcohol) and poly (ethylene glycol) with controlled drug release","year":2015,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Faculty of Engineering and Architectural Science, Ryerson University; Connaught Fund; University of Toronto","keywords":"Materials science; Vinyl alcohol; PEG ratio; Self-healing hydrogels; Polyethylene glycol; Polyvinyl alcohol; Ethylene glycol; Chemical engineering; Thermogravimetric analysis; Polymer; Swelling; Polymer chemistry; Ultimate tensile strength; Thermal stability; Polymerization; Nuclear chemistry; Composite material; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.03616612129254045,"gpt":0.3229648173942636,"spread":0.2867986961017232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001725928,0.0001528792,0.0003529687,0.0003090466,0.0001485158,0.00006940831,0.000293011,0.0001268674,0.00001298881],"category_scores_gemma":[0.0005509865,0.0001168213,0.00009004516,0.0003186961,0.0003257584,0.00003784168,0.00009981227,0.0002642852,0.000003035618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004952422,"about_ca_system_score_gemma":0.0007340394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003998601,"about_ca_topic_score_gemma":0.00003375848,"domain_scores_codex":[0.9977721,0.0003165176,0.0005833174,0.0002384917,0.0007603197,0.0003292476],"domain_scores_gemma":[0.9981216,0.00008037838,0.0004511874,0.0003339169,0.000713516,0.0002994142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003438,0.0001664385,0.004682737,0.00002261605,0.0001956835,0.000007222886,0.0004915353,0.00001580038,0.9687595,0.00009945864,0.000274315,0.02184674],"study_design_scores_gemma":[0.0049434,0.0007498034,0.001083006,0.00005926467,0.00005331983,0.00009342222,0.0004639741,0.0001593357,0.990559,0.00006083604,0.001631411,0.0001432546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515504,0.04494473,0.001251175,0.001556838,0.00004869296,0.0003145399,0.00001245548,0.000005014337,0.0003161174],"genre_scores_gemma":[0.9978119,0.0005633285,0.0003348363,0.00007815393,0.0003344369,0.00002580586,0.00001296165,0.00003760106,0.0008009669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04626147,"threshold_uncertainty_score":0.4763836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006540249","doi":"10.1007/s10965-012-9827-3","title":"The sorption behaviors in PLLA-CO2 system and its effect on foam morphology","year":2012,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Sorption; Crystallinity; Solubility; Polymer; Diffusion; Chemical engineering; Crystallization; Plasticizer; Glass transition; Composite material; Thermodynamics; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0385975905915839,"gpt":0.3606285369398494,"spread":0.3220309463482655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005309651,0.00009217474,0.0001948167,0.0002769586,0.0002462093,0.00009390013,0.0003060678,0.0000715252,0.00002325524],"category_scores_gemma":[0.0001193526,0.00005465127,0.00004657393,0.0001883104,0.0001156436,0.0001801498,0.00008906254,0.0004396384,0.00009749515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010363,"about_ca_system_score_gemma":0.00004634309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000884218,"about_ca_topic_score_gemma":0.000005092975,"domain_scores_codex":[0.9973365,0.00107524,0.0003102192,0.0001094247,0.0006230125,0.0005456149],"domain_scores_gemma":[0.9986817,0.0007960251,0.0001275351,0.0001551442,0.00007421665,0.0001654043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002453118,0.00006547073,0.007300899,0.00002158338,0.000005603332,0.00003107655,0.0002874382,8.711359e-7,0.9886025,0.0008377856,0.0001398908,0.002461545],"study_design_scores_gemma":[0.0004276024,0.0007931041,0.01138361,0.0001251436,0.00001011417,0.0003813475,0.0002273251,0.00002427464,0.9864732,0.00001047112,0.00008270708,0.00006111927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836733,0.01504394,0.000002208659,0.0003576129,0.0005327691,0.0001012158,0.000001965822,0.000007808409,0.0002792166],"genre_scores_gemma":[0.9993701,0.00004828232,0.00000366196,0.00001299928,0.0002665608,0.00001052097,1.818395e-7,0.00001101573,0.0002766719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569684,"threshold_uncertainty_score":0.2228614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2778232487","doi":"10.1007/s10965-017-1403-4","title":"A novel and wide substrate specific polyhydroxyalkanoate (PHA) synthase from unculturable bacteria found in mangrove soil","year":2017,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"RIKEN; Public Health Agency of Canada","keywords":"Metagenomics; Polyhydroxyalkanoates; Computational biology; Biology; Contig; Biochemistry; Gene; Genetics; Genome; Bacteria","retraction":null,"screen_n_in":null,"score":{"opus":0.1123039502055344,"gpt":0.3279694958285955,"spread":0.2156655456230611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002628791,0.0002285868,0.0005032411,0.0002837906,0.0007229361,0.001575266,0.001013852,0.0001408809,0.000840275],"category_scores_gemma":[0.000313542,0.0001597247,0.00009036934,0.0001345596,0.0006632183,0.001157719,0.0002795472,0.0005668394,0.00008990252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008804753,"about_ca_system_score_gemma":0.0002238939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008906973,"about_ca_topic_score_gemma":0.0009891662,"domain_scores_codex":[0.9970602,0.000299543,0.0006713104,0.0003655214,0.000879458,0.000723902],"domain_scores_gemma":[0.997977,0.0003966788,0.0004607143,0.0006127879,0.0002468108,0.0003059917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005876179,0.0001435591,0.002580841,0.00002740177,0.00002931307,0.0001433927,0.0005798307,5.463865e-7,0.9911802,0.0001042615,0.0004744427,0.004148629],"study_design_scores_gemma":[0.001062797,0.000162585,0.02035105,0.0003758787,0.00001387216,0.00008572909,0.0005275969,0.00004893545,0.9755501,0.000316522,0.001294171,0.0002108122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625646,0.0333289,0.00002953754,0.002434045,0.0005389945,0.00009788906,0.00005355687,0.000007335208,0.0009451803],"genre_scores_gemma":[0.9969453,0.0007878964,0.0003690165,0.00004545913,0.0003244083,0.00000667033,0.000001145658,0.00002878393,0.001491274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03438078,"threshold_uncertainty_score":0.9994612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761304970","doi":"10.1007/s10965-017-1337-x","title":"Effect of molecular weight on the nucleation efficiency of poly(lactic acid) crystalline phases","year":2017,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Crystallization; Nucleation; Materials science; Crystallinity; Isothermal process; Chemical engineering; Kinetics; Phase (matter); Crystallography; Thermodynamics; Composite material; Chemistry; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.05502480034534824,"gpt":0.3533919836089416,"spread":0.2983671832635933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00496565,0.0001279747,0.0003621712,0.0002231223,0.0004291598,0.0001361816,0.001086998,0.00006741293,0.0007703895],"category_scores_gemma":[0.001266603,0.00006380603,0.0001717299,0.0001265455,0.0006465826,0.000235486,0.0001292744,0.000299076,0.00001636135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002768498,"about_ca_system_score_gemma":0.0001320635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002368029,"about_ca_topic_score_gemma":0.000002943356,"domain_scores_codex":[0.9968545,0.0009079837,0.0005057749,0.0001414827,0.001280992,0.0003092205],"domain_scores_gemma":[0.9975212,0.0007904789,0.0006811142,0.0006157265,0.0003032563,0.00008818186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009392888,0.0001549685,0.0001401184,0.00007150187,0.00002979107,0.00001232141,0.0001815414,2.421585e-7,0.9560431,0.0004343813,0.0002078728,0.04178493],"study_design_scores_gemma":[0.0004289359,0.002110032,0.0001184654,0.0002527956,0.00003363055,0.00001576613,0.00006711381,0.00005128267,0.9966511,0.00005347547,0.000154408,0.00006305257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401898,0.05552464,0.00009291925,0.002291232,0.0002187347,0.0001099061,0.00001026327,0.000003370058,0.001559097],"genre_scores_gemma":[0.9994048,0.0001483347,0.00003443813,0.0000206853,0.0001453016,0.000003529884,1.744745e-7,0.00001540545,0.0002273605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05921493,"threshold_uncertainty_score":0.8435224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765256113","doi":"10.1007/s10965-017-1345-x","title":"Synthesis of poly(3-hydroxybutyrate-co-4-hydroxybutyrate) with high 4HB composition and PHA content using 1,4-butanediol and 1,6-hexanediol for medical application","year":2017,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Kementerian Sains, Teknologi dan Inovasi; Ministério da Ciência, Tecnologia e Inovação; Public Health Agency of Canada","keywords":"Polyhydroxyalkanoates; Fermentation; Materials science; Monomer; Composition (language); Elongation; Strain (injury); Nuclear chemistry; Biocompatibility; Ultimate tensile strength; Food science; Polymer; Bacteria; Chemistry; Biology; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.09300922138451924,"gpt":0.351988530960048,"spread":0.2589793095755288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003226186,0.0001883842,0.0005801218,0.0002330721,0.0007808855,0.0002913312,0.0005354456,0.0001657387,0.00008026085],"category_scores_gemma":[0.0003316377,0.0001231271,0.00006738915,0.00006436342,0.001102789,0.0005180077,0.0001260569,0.0002652637,0.00000189309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004836504,"about_ca_system_score_gemma":0.0002635747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046802,"about_ca_topic_score_gemma":0.00001856359,"domain_scores_codex":[0.9970099,0.00029441,0.00063661,0.0002928166,0.001335419,0.0004308694],"domain_scores_gemma":[0.9975626,0.0006124929,0.0006710993,0.0003789059,0.0004615004,0.0003134275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001196086,0.0001085238,0.001417381,0.0001652184,0.00007126569,0.00001514271,0.0001559152,4.774248e-7,0.9677015,0.0003125222,0.0000457568,0.0288102],"study_design_scores_gemma":[0.0008633865,0.0005592936,0.000657178,0.0004502503,0.00007511141,0.0003558118,0.0002747552,0.001045729,0.9953938,0.00009709625,0.00007530452,0.00015229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813768,0.01309317,0.002553881,0.002382895,0.0001074248,0.0002966998,0.00007164496,0.00000735624,0.000110137],"genre_scores_gemma":[0.9979539,0.0004685352,0.001127258,0.00003573567,0.0002803057,0.00002853867,0.000001184676,0.00002700897,0.000077538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02865791,"threshold_uncertainty_score":0.6006019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392963936","doi":"10.1007/s10965-024-03946-0","title":"Synthesis and suitability characterization of microcrystalline cellulose from Citrus x sinensis sweet orange peel fruit waste-based biomass for polymer composite applications","year":2024,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Deanship of Scientific Research, Imam Mohammed Ibn Saud Islamic University","keywords":"Materials science; Citrus × sinensis; Orange (colour); Cellulose; Microcrystalline cellulose; Biomass (ecology); Composite number; Polymer; Horticulture; Composite material; Organic chemistry; Agronomy; Biology; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.04693655938695208,"gpt":0.3449196085930513,"spread":0.2979830492060992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002311641,0.0002020805,0.0005375761,0.0006115622,0.0002379516,0.0001825325,0.0004145452,0.0001271024,0.0002245941],"category_scores_gemma":[0.0003415881,0.0001614874,0.0001780165,0.0006781314,0.0006108236,0.0003467157,0.0001985444,0.0003748716,0.00001223914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604495,"about_ca_system_score_gemma":0.0003331106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002190994,"about_ca_topic_score_gemma":0.00001680733,"domain_scores_codex":[0.9967628,0.0003972145,0.0007811998,0.0004137554,0.001063026,0.0005819949],"domain_scores_gemma":[0.9953157,0.002895663,0.00025688,0.0003476207,0.0009316561,0.0002524431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004449719,0.0002112068,0.0004212037,0.0006049564,0.00009777788,0.00001647631,0.0002226323,0.000001342753,0.9933442,0.0001031843,0.00007879531,0.00445325],"study_design_scores_gemma":[0.0004180318,0.000188241,0.0006357859,0.0002502748,0.00007218828,0.00000687778,0.0001849246,0.0004711809,0.9963039,0.0002297207,0.001098382,0.0001404973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618533,0.01419833,0.01945692,0.002529968,0.0001109232,0.0006323446,0.001168511,0.00002253715,0.00002711857],"genre_scores_gemma":[0.9974875,0.0002897915,0.001370987,0.00001662317,0.0003482592,0.0001163169,0.00003738138,0.0000419794,0.0002911926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03563413,"threshold_uncertainty_score":0.6585267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004267871","doi":"10.1007/s10965-020-2015-y","title":"Development of multilayer barrier films of thermoplastic starch and low-density polyethylene","year":2020,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Université de Sherbrooke","funders":"","keywords":"Low-density polyethylene; Materials science; Composite material; Polyethylene; Thermoplastic; Exfoliation joint; Starch; Scanning electron microscope; Plastics extrusion; Crystallinity; Polypropylene; Nanotechnology; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0913162231813267,"gpt":0.3155896970405365,"spread":0.2242734738592098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001864384,0.0001249938,0.0004275756,0.0001806984,0.0001507234,0.00003835247,0.0003915415,0.00007641361,0.0009896114],"category_scores_gemma":[0.0003221559,0.00008343702,0.00007312791,0.000210683,0.0003859988,0.0001560118,0.0002428759,0.0003099058,0.00001419215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001801021,"about_ca_system_score_gemma":0.0004924444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371959,"about_ca_topic_score_gemma":0.00001263029,"domain_scores_codex":[0.997337,0.0003292684,0.0007233472,0.0001766614,0.001092031,0.0003416972],"domain_scores_gemma":[0.9985493,0.0003377221,0.0002806918,0.0001599255,0.0003987398,0.0002736472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008084429,0.00007272965,0.0008595941,0.0001803048,0.00004013589,0.000009665878,0.005634735,5.051464e-7,0.9784644,0.00002661471,0.0001158668,0.01378703],"study_design_scores_gemma":[0.0003576392,0.0003328562,0.001543543,0.000146543,0.00001211743,0.00001263501,0.001283762,0.00009430467,0.9959491,0.00001042812,0.0001695382,0.00008753769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842745,0.0147296,0.00009881019,0.0006075529,0.000091546,0.00007084302,0.00001633912,0.000003751329,0.0001070776],"genre_scores_gemma":[0.9973642,0.000106217,0.002298045,0.00004441701,0.00006752274,0.000001744107,2.205112e-7,0.00001532046,0.0001022982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01748472,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056932649","doi":"10.1007/s10965-008-9211-5","title":"Cure modeling and mechanical properties of counter rotating twin screw extruder devulcanized ground rubber tire—natural rubber blends","year":2008,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Natural rubber; Plastics extrusion; Rheometer; Composite material; Ultimate tensile strength; Vulcanization; Extrusion; Elongation; Rheology","retraction":null,"screen_n_in":null,"score":{"opus":0.1055158187574122,"gpt":0.3273603940775316,"spread":0.2218445753201194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002056428,0.0002195825,0.0005421404,0.0003301444,0.0004220472,0.000160874,0.0005155141,0.0001165489,0.0002961249],"category_scores_gemma":[0.0001381183,0.0001437081,0.0001363596,0.0002920758,0.000430895,0.000747257,0.0003170611,0.0007106001,0.00001756354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000612305,"about_ca_system_score_gemma":0.0003967515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005363229,"about_ca_topic_score_gemma":0.00001992178,"domain_scores_codex":[0.9962505,0.0004960751,0.0008831312,0.0002783909,0.001437157,0.000654718],"domain_scores_gemma":[0.9984004,0.0001430128,0.0002540877,0.0002452201,0.0007326616,0.0002245652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007794509,0.00007926536,0.0003082656,0.00009729787,0.00005415873,0.0000601564,0.002058033,0.0000189428,0.9940121,0.0001664354,0.0002641202,0.002101735],"study_design_scores_gemma":[0.001283336,0.0003898735,0.00009438732,0.0005414801,0.00003531275,0.001014242,0.0006469268,0.01276901,0.9826069,0.0001036958,0.0002724182,0.0002423855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966112,0.03243996,0.0000655953,0.0007585541,0.0002641262,0.0001623242,0.000006140435,0.00001299463,0.0001783578],"genre_scores_gemma":[0.9972374,0.0004213037,0.0006813418,0.00009201326,0.0003118534,0.00000734417,6.214391e-7,0.00003836638,0.001209757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03201865,"threshold_uncertainty_score":0.5860245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127586132","doi":"10.1007/s10965-013-0082-z","title":"Synthesis and characterization of shape memory epoxy-anhydride system","year":2013,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Vikram Sarabhai Space Centre; Council of Scientific and Industrial Research, India; Petroleum Technology Alliance Canada","keywords":"Materials science; Epoxy; Thermosetting polymer; Pyromellitic dianhydride; Dynamic mechanical analysis; Composite material; Flexural strength; Differential scanning calorimetry; Flexural modulus; Glass transition; Shape-memory alloy; Polymer; Shape-memory polymer; Fourier transform infrared spectroscopy; Diglycidyl ether; Cyanate ester; Modulus; Bisphenol A; Polyimide; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03605071827911554,"gpt":0.3008026759592434,"spread":0.2647519576801278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001737059,0.00009446534,0.0003240661,0.0003502574,0.0001432928,0.0001394938,0.0003240653,0.00006349698,0.0005325574],"category_scores_gemma":[0.00009991296,0.00007171392,0.00006675944,0.0002151077,0.0001332523,0.0004405432,0.0001175999,0.0002070454,0.00004715875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005092626,"about_ca_system_score_gemma":0.000103459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003431399,"about_ca_topic_score_gemma":0.000001397452,"domain_scores_codex":[0.9977611,0.0003830212,0.000597733,0.0001396506,0.0007804555,0.0003380869],"domain_scores_gemma":[0.9985308,0.0003461756,0.0003438299,0.0001860063,0.0003925053,0.0002006489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003533785,0.00003755276,0.0006807203,0.0001335984,0.0000166461,0.00001242553,0.0002861175,0.000001108379,0.9946436,0.0001287961,0.00005542103,0.003968696],"study_design_scores_gemma":[0.0001644188,0.0001126165,0.00544059,0.0002642303,0.0000158913,0.0001375838,0.0003970591,0.001495273,0.9918594,0.00001303952,0.00002974866,0.00007009722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996744,0.001793789,0.00009584243,0.0005812779,0.0002024722,0.0001237487,0.000007928613,0.00000941333,0.0004415727],"genre_scores_gemma":[0.9992669,0.00007916412,0.0001787898,0.0000220165,0.0002296939,0.000007486968,4.396593e-7,0.00001532122,0.0002002163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00475987,"threshold_uncertainty_score":0.583113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1961603825","doi":"10.1007/s10965-015-0871-7","title":"Effects of POSS addition on Non-isothermal crystallization and morphology of PVDF","year":2015,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Silicone and Siloxane Chemistry","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Materials science; Crystallization; Small-angle X-ray scattering; Nanocomposite; Lamellar structure; Amorphous solid; Morphology (biology); Rheology; Isothermal process; Chemical engineering; Composite material; Scattering; Crystallography; Thermodynamics; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.0436821645981834,"gpt":0.346175469547314,"spread":0.3024933049491306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031222,0.00005622163,0.000195953,0.0001595028,0.0000259532,0.00001316886,0.0001508269,0.00007146109,0.0001727788],"category_scores_gemma":[0.0003203105,0.00004438185,0.0000336432,0.0001316283,0.0002030179,0.0001098525,0.00004491725,0.000155303,0.000006393469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002743416,"about_ca_system_score_gemma":0.0001436652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005153852,"about_ca_topic_score_gemma":7.376687e-7,"domain_scores_codex":[0.9987531,0.0001615771,0.000285394,0.00008625348,0.000553011,0.0001606301],"domain_scores_gemma":[0.9989334,0.0002558037,0.0002098764,0.0001036432,0.0003830919,0.0001141896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003355643,0.0001152149,0.0004304508,0.0001019019,0.000008440451,0.00003061078,0.0003679747,0.000007997353,0.997075,0.00003950791,0.001093114,0.0003942151],"study_design_scores_gemma":[0.0008394771,0.0007450907,0.002297023,0.0001033361,0.000007485155,0.00006366357,0.0001626004,0.00001109592,0.9956057,0.000106629,0.0000222256,0.00003567982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986212,0.000619604,0.00005043298,0.0001222873,0.00008266639,0.0000633253,0.000007036693,0.000001734047,0.0004317718],"genre_scores_gemma":[0.9995808,0.00003270993,0.00005905027,0.00001897108,0.0001194668,0.000001679943,0.000001181279,0.000007406333,0.0001787521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001866572,"threshold_uncertainty_score":0.1891807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084938806","doi":"10.1007/s10965-012-0061-9","title":"Effects of polymers as direct CO2 thickeners on the mutual interactions between a light crude oil and CO2","year":2013,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petroleum Technology Research Centre; University of Regina","funders":"Solar Energy Technologies Office","keywords":"Polymer; Dissolution; Miscibility; Materials science; Supercritical fluid; Chemical engineering; Solubility; Polymer chemistry; Organic chemistry; Composite material; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02099142856557709,"gpt":0.3043817253411655,"spread":0.2833902967755885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005432984,0.0001284042,0.0002589806,0.0003571033,0.00009593047,0.00006870482,0.0002897879,0.00006905798,0.0001388045],"category_scores_gemma":[0.0002028269,0.00008436628,0.0001037375,0.0002877834,0.000150473,0.0002242592,0.00006037937,0.0008036309,0.0000421333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006996979,"about_ca_system_score_gemma":0.00006235404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001676206,"about_ca_topic_score_gemma":0.0000082124,"domain_scores_codex":[0.9984628,0.0002506801,0.0003066843,0.00009238676,0.0005626566,0.0003247808],"domain_scores_gemma":[0.9977421,0.00171776,0.00008126274,0.0001723439,0.00009295744,0.0001935341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001079738,0.0001005198,0.0004794917,0.0001194413,0.0006551414,0.0000443592,0.001774334,0.00003289473,0.96574,0.0007810445,0.002850545,0.02731427],"study_design_scores_gemma":[0.0009511705,0.0006055307,0.001943954,0.0004336764,0.00007274126,0.00007411297,0.000576138,0.002592424,0.9895572,0.0004491995,0.002546228,0.0001976112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770056,0.002029465,0.00001255682,0.00179165,0.0002297133,0.00006897473,0.00000445909,0.00001540446,0.01884216],"genre_scores_gemma":[0.998179,0.0002529479,0.000007217382,0.00003115576,0.0002500682,0.000008908335,6.502677e-7,0.00003181132,0.001238267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02711666,"threshold_uncertainty_score":0.3491421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088551464","doi":"10.1007/s10965-020-02286-z","title":"Enhanced mechanical properties of functionalized BN nanosheets-polymer composites","year":2020,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Graphene research and applications","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Composite material; Polymer; Scanning electron microscope; Fourier transform infrared spectroscopy; Nanocomposite; Ultimate tensile strength; Differential scanning calorimetry; Boron nitride; Methacrylate; Chemical engineering; Copolymer","retraction":null,"screen_n_in":null,"score":{"opus":0.1147399703355168,"gpt":0.3557971632114982,"spread":0.2410571928759814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001332447,0.0001125565,0.0003410756,0.0002296741,0.000202551,0.00008424961,0.0006893559,0.00006742569,0.002119576],"category_scores_gemma":[0.0003601986,0.00007940092,0.0001730686,0.000673447,0.0003943403,0.0002352252,0.0002042711,0.0004541297,0.0001483738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003413943,"about_ca_system_score_gemma":0.000441716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006658663,"about_ca_topic_score_gemma":0.000003127715,"domain_scores_codex":[0.9965041,0.0004536922,0.0006142309,0.0002087304,0.001765039,0.0004542327],"domain_scores_gemma":[0.9980226,0.0002169257,0.0002121583,0.0002134608,0.0009094338,0.0004254727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006552784,0.0001714446,0.00002367816,0.00005738491,0.00003640325,0.000005716332,0.0002484859,0.000003295897,0.9922683,0.004104482,0.001753498,0.0006720488],"study_design_scores_gemma":[0.0006407724,0.0005372201,0.00006322775,0.00007338409,0.0000110764,0.00001676921,0.0003225242,0.00006098647,0.9972062,0.0003135409,0.0006763015,0.000078039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833251,0.006839667,0.001222451,0.007670238,0.00008606565,0.0002048043,0.00001537765,0.00001460372,0.0006216487],"genre_scores_gemma":[0.9987977,0.0001160422,0.0002608215,0.0001168201,0.0002603349,0.00001951597,0.000001171487,0.00001683392,0.0004107867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01547253,"threshold_uncertainty_score":0.9987926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005981686","doi":"10.1007/s10965-014-0386-7","title":"Analysis of Polyetherimide/N-Methyl-2-Pyrrolidone/nonsolvent phase separation behavior","year":2014,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Polyetherimide; Cloud point; Materials science; Solvent; Chemical engineering; Methanol; Polymer; Polymer chemistry; Chromatography; Organic chemistry; Chemistry; Extraction (chemistry); Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.0689111258054941,"gpt":0.4426588137045305,"spread":0.3737476878990365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00302245,0.0001113242,0.0003821424,0.0009016388,0.0001132169,0.00003604695,0.0005803467,0.000107892,0.002995073],"category_scores_gemma":[0.0003558014,0.00009044114,0.0002430838,0.001798969,0.0004205607,0.000278326,0.0001605434,0.0004181996,0.00009269662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357092,"about_ca_system_score_gemma":0.00004067579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002876407,"about_ca_topic_score_gemma":0.00008926631,"domain_scores_codex":[0.9970008,0.0004434239,0.0006864242,0.0001887974,0.00136009,0.0003204283],"domain_scores_gemma":[0.998637,0.0002685458,0.000434277,0.0004156126,0.0001059861,0.0001385509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001464826,0.0005427887,0.01397976,0.000006038453,0.0001890576,0.000009468898,0.0004701609,0.0007091624,0.9447922,0.0001943856,0.001119919,0.03784059],"study_design_scores_gemma":[0.0008253762,0.0009021795,0.01219258,0.00001206456,0.00032591,0.00001450424,0.000375412,0.002755121,0.9800375,0.00015361,0.002283675,0.0001220693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951664,0.0002512501,0.002155415,0.000498747,0.00006943759,0.0001355312,0.000007422956,0.00001252034,0.001703257],"genre_scores_gemma":[0.9984529,0.00005738187,0.0005295342,0.00003158234,0.00004238634,0.000009286433,0.000002877333,0.0000113971,0.0008626584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03771852,"threshold_uncertainty_score":0.9979163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000528462","doi":"10.1007/s10965-008-9256-5","title":"N-(2-Hydroxyethyl)formamide as a new plasticizer for thermoplastic starch","year":2008,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Materials science; Differential scanning calorimetry; Plasticizer; Crystallinity; Thermoplastic; Formamide; Fourier transform infrared spectroscopy; Scanning electron microscope; Starch; Nuclear chemistry; Glycerol; Chemical engineering; Polymer chemistry; Composite material; Organic chemistry; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.1358291368935436,"gpt":0.353172242116581,"spread":0.2173431052230375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002110553,0.0001880388,0.0004163736,0.0004200351,0.0005883764,0.0001294338,0.0007537076,0.0001183251,0.001906345],"category_scores_gemma":[0.001154598,0.0001233987,0.0001986945,0.0002908726,0.0004172509,0.0004138136,0.0001289345,0.0004865041,0.0003410213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008307046,"about_ca_system_score_gemma":0.001703324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008347512,"about_ca_topic_score_gemma":0.0000218323,"domain_scores_codex":[0.9965426,0.0003081383,0.00066707,0.00023028,0.00141555,0.000836326],"domain_scores_gemma":[0.9971227,0.001363156,0.0002245487,0.0002797404,0.0004470439,0.0005628171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002817458,0.0001728329,0.0003186355,0.00006637123,0.00006783266,0.00009736171,0.002373663,0.000005906719,0.956071,0.0005870034,0.02369089,0.01373105],"study_design_scores_gemma":[0.0008884427,0.001534144,0.0001165337,0.0001039811,0.00002130099,0.0005437016,0.0004101793,0.0001025967,0.9844117,0.0005890169,0.0111118,0.0001665894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672009,0.02648143,0.001242357,0.00273028,0.0006451199,0.0002124122,0.00001905526,0.00001967408,0.001448752],"genre_scores_gemma":[0.9890993,0.0003327855,0.0008785015,0.0001694246,0.0008645792,0.00001474471,6.986011e-7,0.00004108817,0.008598899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02834072,"threshold_uncertainty_score":0.999006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048098611","doi":"10.1007/s10965-014-0643-9","title":"Kinetic study of styrene and methyl methacrylate emulsion polymerization induced by cumene hydroperoxide/tetraethylenepentamine","year":2015,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Styrene; Emulsion polymerization; Methyl methacrylate; Polymerization; Monomer; Radical; Materials science; Polymer chemistry; Cumene; Cumene hydroperoxide; Particle (ecology); Copolymer; Reaction rate constant; Radical polymerization; Kinetics; Chemistry; Organic chemistry; Polymer; Catalysis; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.0835745563656983,"gpt":0.367120752783236,"spread":0.2835461964175376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067699,0.0002171414,0.0005160205,0.0004276924,0.0001015771,0.00005647795,0.0003594466,0.000138841,0.0002007317],"category_scores_gemma":[0.0003061861,0.0001783744,0.000066718,0.000467422,0.0001051818,0.0004180541,0.000172233,0.0005198208,0.000002969205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008313775,"about_ca_system_score_gemma":0.00008135207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003499452,"about_ca_topic_score_gemma":0.000008181749,"domain_scores_codex":[0.9965979,0.0004027715,0.0009273493,0.0002767929,0.001420981,0.0003741736],"domain_scores_gemma":[0.9979923,0.0002410303,0.0006126827,0.000337038,0.0004506415,0.0003662511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000329534,0.0007095944,0.001852479,0.00004074397,0.0001153894,0.0000119037,0.001899168,0.00000579981,0.9632696,0.0000110092,0.00005117173,0.03170364],"study_design_scores_gemma":[0.002113219,0.00103099,0.0005960252,0.0001023871,0.00006459242,0.00002555938,0.004200276,0.000126957,0.9913223,0.00003518201,0.0002190123,0.000163435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922915,0.006793256,0.0001588718,0.0002004402,0.0001064414,0.0001158558,0.00001334322,0.00001059671,0.0003097736],"genre_scores_gemma":[0.9985591,0.000363638,0.0000753913,0.00001446337,0.0001765458,0.000007696397,0.000009668091,0.00005005932,0.0007434019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03154021,"threshold_uncertainty_score":0.7273898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2592776790","doi":"10.1007/s10965-017-1210-y","title":"Rheological study of crystallization behavior of polylactide and its flax fiber composites","year":2017,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Université de Sherbrooke; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Crystallization; Materials science; Rheometry; Rheology; Composite material; Shear rate; Fiber; Composite number; Viscosity; Shear flow; Chemical engineering; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.1367134435933745,"gpt":0.3786184218331662,"spread":0.2419049782397918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001705213,0.00009254932,0.0003545365,0.000189076,0.0003386791,0.0001185075,0.0005500132,0.0000678686,0.0007551982],"category_scores_gemma":[0.000260908,0.00005965661,0.00005405744,0.0000685341,0.0003416612,0.0003447397,0.0002521366,0.0002010693,0.000005947752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001394416,"about_ca_system_score_gemma":0.00007663094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006296379,"about_ca_topic_score_gemma":0.00003388904,"domain_scores_codex":[0.9979101,0.0004042661,0.0005218679,0.000135713,0.0008025689,0.0002254882],"domain_scores_gemma":[0.9984295,0.0002101119,0.0005319443,0.0002825168,0.0004410156,0.0001049628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003431272,0.0005611893,0.02030844,0.00004070069,0.00002400875,0.00001645834,0.0006565574,4.405888e-7,0.973825,0.00009242501,0.00006459648,0.004067039],"study_design_scores_gemma":[0.0004537014,0.001213972,0.03436168,0.0000734374,0.00003652446,0.00003277938,0.0005997675,0.00002438284,0.9630945,0.00001851806,0.00002951843,0.00006118403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872658,0.01187895,0.000006697664,0.0002472599,0.00008595956,0.0001373656,0.000009020771,0.000002514062,0.0003664836],"genre_scores_gemma":[0.9988081,0.0001152562,0.0000837942,0.000003711066,0.00006011416,0.000004329348,1.774307e-7,0.000008910397,0.0009155778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405325,"threshold_uncertainty_score":0.8268891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998910514","doi":"10.1007/s10965-020-2011-2","title":"Potency of nanolay on structural, mechanical and gas barrier properties of poly(ethylene terephthalate) Nanohybrid","year":2020,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Composite material; Oxygen permeability; Modulus; Amorphous solid; Ethylene; Toughness; Small-angle X-ray scattering; Permeation; Dynamic mechanical analysis; Thermoplastic; Polymer; Oxygen; Scattering; Membrane; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.07472813073655293,"gpt":0.3143038238981475,"spread":0.2395756931615946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096636,0.000176449,0.0005446135,0.0002427558,0.0001407653,0.00007084536,0.0005829736,0.00009088841,0.0004302706],"category_scores_gemma":[0.0002601912,0.0001098877,0.0001389403,0.0002651805,0.000428607,0.0002944078,0.0002783404,0.0004225128,0.00001141558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002541727,"about_ca_system_score_gemma":0.0002486455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790964,"about_ca_topic_score_gemma":0.000001595215,"domain_scores_codex":[0.9968104,0.0004755013,0.0008295192,0.0002429406,0.001207656,0.0004339203],"domain_scores_gemma":[0.9985368,0.0001189973,0.000368959,0.0002390202,0.0004078937,0.0003283153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009843858,0.0000502564,0.0003045511,0.0001605841,0.00004046208,0.00003266435,0.001009447,0.000001439234,0.9917306,0.0002118065,0.0001082062,0.005365588],"study_design_scores_gemma":[0.0005701277,0.001927177,0.000197107,0.0003029355,0.00002030679,0.0001441123,0.0002502489,0.00006383563,0.9961156,0.000175635,0.0001141585,0.0001187128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746165,0.02199103,0.00000652277,0.002861992,0.0001568708,0.000140758,0.00002491806,0.000007132708,0.0001942789],"genre_scores_gemma":[0.9989635,0.00036216,0.0001713475,0.000102238,0.0001759441,0.000002052409,3.017057e-7,0.00002371463,0.000198745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.024347,"threshold_uncertainty_score":0.4711161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281619359","doi":"10.1007/s10965-022-03102-6","title":"Synthesis and characterization of modified cellulose nanofibril organosilica aerogels for the removal of anionic dye","year":2022,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aerogel; Adsorption; Materials science; Chemical engineering; Ionic liquid; Methyl orange; Langmuir adsorption model; Langmuir; Diffusion; Polymer chemistry; Organic chemistry; Composite material; Chemistry; Catalysis","retraction":null,"screen_n_in":null,"score":{"opus":0.05844094398792643,"gpt":0.3411858183739552,"spread":0.2827448743860287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004158562,0.0001006197,0.0003634466,0.0002931572,0.0004534555,0.00003239384,0.0005456216,0.00003311452,0.0002789601],"category_scores_gemma":[0.0007879792,0.00006888025,0.0001060214,0.0004974342,0.0004937632,0.0001853189,0.0005229173,0.0002654151,0.000001368919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009913279,"about_ca_system_score_gemma":0.0003121442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003775276,"about_ca_topic_score_gemma":0.000001941708,"domain_scores_codex":[0.9967687,0.0006279506,0.0005891916,0.0001773385,0.001444037,0.0003928014],"domain_scores_gemma":[0.996539,0.002016117,0.0004662049,0.0002345743,0.0006507894,0.000093341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005919883,0.000102554,0.00006285797,0.0001154488,0.00005153763,0.00001532694,0.000516343,0.00001890018,0.9933586,0.0008249725,0.00007970542,0.004261744],"study_design_scores_gemma":[0.000371763,0.0004616661,0.0005322073,0.00004140019,0.00002435237,0.0001055734,0.0007047536,0.0002172009,0.9962984,0.0002536028,0.0009287843,0.00006033867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919596,0.005488802,0.0006972803,0.001207792,0.0001088894,0.0003674227,0.00009046598,0.000003999663,0.00007578149],"genre_scores_gemma":[0.9980584,0.000833552,0.0002232772,0.000008540533,0.0001042069,0.00004450728,0.000001109514,0.00002068955,0.0007056645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006098886,"threshold_uncertainty_score":0.3487659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381336827","doi":"10.1007/s10965-023-03657-y","title":"Mechanical response of the hemp biocarbon-filled hemp-reinforced biopolymer composites","year":2023,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; University of Guelph","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Ultimate tensile strength; Flexural strength; Composite number; Biopolymer; Wood-plastic composite; Particle size; Biocomposite; Izod impact strength test; Filler (materials); Polymer","retraction":null,"screen_n_in":null,"score":{"opus":0.04500287299809594,"gpt":0.3466710311245512,"spread":0.3016681581264552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005418746,0.0002251307,0.0005275131,0.0008996892,0.0003367478,0.000142331,0.001877948,0.0001796549,0.0004163047],"category_scores_gemma":[0.001026972,0.0001375372,0.000402769,0.002305423,0.000559727,0.0002992992,0.0008774614,0.0008749624,0.0002429356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219918,"about_ca_system_score_gemma":0.0004515584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001179504,"about_ca_topic_score_gemma":0.000002050476,"domain_scores_codex":[0.9941684,0.001193818,0.001073767,0.0002556146,0.002505157,0.0008032206],"domain_scores_gemma":[0.9957618,0.002052049,0.0005067057,0.0007165786,0.0006804128,0.0002825063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002155536,0.00002284194,0.00008717212,0.00002879249,0.00004875026,0.000049117,0.0002454997,0.00006361891,0.9935109,0.001484448,0.002173207,0.0001300897],"study_design_scores_gemma":[0.0008874919,0.0005025089,0.0003701506,0.0001762748,0.00002128182,0.0001483497,0.0001979588,0.0005979911,0.996431,0.0002606748,0.0002549986,0.0001513243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931749,0.001237381,0.00002575395,0.004260422,0.0006891692,0.0002663725,0.00001842997,0.00004291718,0.0002847238],"genre_scores_gemma":[0.9957283,0.00003950962,0.0002116147,0.0001004009,0.0002123471,0.000006339809,0.000001617398,0.00003635684,0.003663561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004391774,"threshold_uncertainty_score":0.5608603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901364820","doi":"10.1007/s10965-018-1644-x","title":"Nanogels of poly-N-isopropylacrylamide, poly-N,N-diethylacrylamide and acrylic acid for controlled release of thymol","year":2018,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; University of Alberta","keywords":"Nanogel; Thymol; Materials science; Acrylic acid; Copolymer; Poly(N-isopropylacrylamide); Polymer chemistry; Polymerization; Particle size; Nuclear chemistry; Lower critical solution temperature; Salting out; Mole fraction; Radical polymerization; Aqueous solution; Chemical engineering; Chromatography; Chemistry; Nanotechnology; Polymer; Organic chemistry; Drug delivery; Physical chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.03702516331171522,"gpt":0.3360963823712376,"spread":0.2990712190595223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002331064,0.000206137,0.0006453474,0.0003599006,0.0001808564,0.00002953167,0.0005800193,0.0002364252,0.00005162185],"category_scores_gemma":[0.00142115,0.0001626079,0.0003065033,0.0002862435,0.001050041,0.00002005818,0.0002230167,0.0002642401,0.000005062714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003107715,"about_ca_system_score_gemma":0.0005306879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001409258,"about_ca_topic_score_gemma":0.00004163427,"domain_scores_codex":[0.9971611,0.0003445506,0.001015647,0.000321397,0.000637611,0.0005197045],"domain_scores_gemma":[0.9969226,0.0001929513,0.0006086379,0.0005794849,0.001454662,0.0002416516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003335947,0.0002210653,0.0004529244,0.00009028993,0.0003123652,0.00000209445,0.0001992016,2.872151e-7,0.9764488,0.0002328624,0.0006878837,0.01801623],"study_design_scores_gemma":[0.003423096,0.002223569,0.0003747032,0.00008285146,0.00007065433,0.00005402283,0.0002912536,0.00005136397,0.9894744,0.0003678433,0.003435455,0.0001507724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499826,0.04657529,0.001113151,0.001045144,0.0000798184,0.0006796503,0.00005959793,0.000004375564,0.0004603689],"genre_scores_gemma":[0.9961616,0.0008630184,0.001078102,0.00007670278,0.0005202435,0.00007048238,0.00000498065,0.00005107931,0.001173827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04617896,"threshold_uncertainty_score":0.6630957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319321480","doi":"10.1007/s10965-023-03467-2","title":"Tire-derived reclaimed rubber as a secondary raw material for rubber foams: in the framework of circular economy strategy","year":2023,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Materials science; Composite material; Natural rubber; Resilience (materials science); Elastomer; Relative density; Raw material; Curing (chemistry)","retraction":null,"screen_n_in":null,"score":{"opus":0.06393759499700863,"gpt":0.376958498929106,"spread":0.3130209039320974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005040125,0.0001653932,0.0004364367,0.000537751,0.0002106186,0.0002784369,0.001105042,0.0001612695,0.001005545],"category_scores_gemma":[0.0002559004,0.0001177819,0.0001927135,0.0006144787,0.0002982135,0.0002978305,0.0001513785,0.0006033978,0.0001155247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006311382,"about_ca_system_score_gemma":0.0006155209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610159,"about_ca_topic_score_gemma":0.000008533368,"domain_scores_codex":[0.9967453,0.0007633659,0.0007764004,0.0002506966,0.0007670058,0.0006972619],"domain_scores_gemma":[0.9976908,0.001210875,0.0003028818,0.0004154365,0.000244098,0.0001359062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000558118,0.0001320342,0.0001798547,0.0001250038,0.00005372744,0.00009759368,0.001774476,0.00001089149,0.9887096,0.001531858,0.002896829,0.003930063],"study_design_scores_gemma":[0.0008929353,0.0006295657,0.0009258378,0.0001921048,0.00002124196,0.0001172575,0.001927892,0.00009245473,0.9813399,0.01187829,0.001830181,0.0001523814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938924,0.001596025,0.00004191789,0.00204477,0.0004656134,0.0003018911,0.00003347359,0.00001627414,0.001607593],"genre_scores_gemma":[0.998656,0.00004919331,0.0001146276,0.0001583099,0.0005003538,0.0000515985,0.000006746008,0.0000316761,0.0004314792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034644,"threshold_uncertainty_score":0.9999077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045101666","doi":"10.1007/s10965-020-02213-2","title":"Synthesis, characterization and adsorption behavior of sinapic acid imprinted polymer via precipitation polymerization","year":2020,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Methacrylic acid; Molecularly imprinted polymer; Precipitation polymerization; Materials science; Thermogravimetric analysis; Ethylene glycol dimethacrylate; Polymer; Adsorption; Dynamic light scattering; Polymerization; Chemical engineering; Monomer; Polymer chemistry; Nuclear chemistry; Radical polymerization; Organic chemistry; Chemistry; Selectivity; Nanotechnology; Catalysis","retraction":null,"screen_n_in":null,"score":{"opus":0.06249860147557523,"gpt":0.3536875277715059,"spread":0.2911889262959306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007080358,0.000163284,0.0003518025,0.0001979908,0.00007001243,0.00004767317,0.0002534454,0.0001718008,0.001161106],"category_scores_gemma":[0.0008164443,0.0001532645,0.00009766149,0.0004571323,0.0001757454,0.0002837492,0.0001109579,0.0004844737,0.000006846498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009908061,"about_ca_system_score_gemma":0.0001792505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243396,"about_ca_topic_score_gemma":2.504179e-7,"domain_scores_codex":[0.997507,0.000198123,0.000811503,0.0002413337,0.000952662,0.0002893321],"domain_scores_gemma":[0.9983088,0.0001881995,0.000517746,0.000165303,0.0005129538,0.0003069544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002718765,0.0001193201,0.004674586,0.0002022786,0.00006773612,0.000008634466,0.0004524413,1.562478e-7,0.963244,0.00003455808,0.000006228941,0.03091822],"study_design_scores_gemma":[0.0003700742,0.0000935483,0.004903906,0.0001235768,0.0000805454,0.00004012178,0.0002136269,0.0005509245,0.9934372,0.00001096883,0.00004458715,0.0001308877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570069,0.0009291876,0.04021191,0.00140801,0.00004716538,0.00009404666,0.00002066156,0.00001657004,0.000265505],"genre_scores_gemma":[0.9982793,0.0001599937,0.0009166014,0.00003226157,0.0002368375,0.00001388015,0.0000272624,0.00003186733,0.000302044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0412723,"threshold_uncertainty_score":0.999752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789675356","doi":"10.1007/s10965-018-1495-5","title":"Highly refractive thiazole-containing polyimides: a structural property comparison","year":2018,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Thiazole; Thioether; Materials science; Thermal stability; Monomer; Solubility; Diamine; Sulfide; Condensation polymer; Polymer chemistry; Glass transition; Polymer; High-refractive-index polymer; Organic chemistry; Chemistry; Layer (electronics); Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.1171137830821889,"gpt":0.4012530270875393,"spread":0.2841392440053504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003500681,0.0001990816,0.0004895982,0.0004204894,0.0006165095,0.0003223439,0.0009589974,0.0001209743,0.002290185],"category_scores_gemma":[0.0006982725,0.0001089654,0.000149524,0.0003432976,0.0008532355,0.0007582491,0.0002325971,0.0007314803,0.000360374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835674,"about_ca_system_score_gemma":0.0004892871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280745,"about_ca_topic_score_gemma":0.00005893816,"domain_scores_codex":[0.9957072,0.0007973385,0.0007982297,0.0002874384,0.001595865,0.0008138989],"domain_scores_gemma":[0.9974198,0.0004471435,0.0004651665,0.000369875,0.0009743716,0.0003236606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001794958,0.00006559646,0.002102274,0.00001844118,0.00005816931,0.00003289001,0.004500948,0.000001373796,0.9629924,0.0002066114,0.005097215,0.02312915],"study_design_scores_gemma":[0.0005420094,0.001758741,0.001290858,0.0001688661,0.00002008685,0.0001156097,0.004632647,0.0001566253,0.9854196,0.0001290782,0.00558208,0.0001837819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863747,0.003784974,0.00003257329,0.002720495,0.0009346048,0.0001493619,0.000006722759,0.00002174602,0.005974821],"genre_scores_gemma":[0.9960071,0.00002432671,0.0005041354,0.0001807371,0.00159014,0.000005294036,4.392625e-7,0.00003323001,0.001654527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02294537,"threshold_uncertainty_score":0.9986219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225759308","doi":"10.1007/s10965-022-02994-8","title":"One-pot synthesis of zinc ion coordinated hydroxy-terminated polyurethanes based on low molecular weight polyethylene glycol and toluene diisocyanate","year":2022,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"King Saud University","keywords":"Materials science; Polyethylene glycol; Polyurethane; Fourier transform infrared spectroscopy; Thermal stability; Zinc; Nuclear chemistry; Toluene diisocyanate; Toluene; PEG ratio; Polymerization; Metal ions in aqueous solution; Polymer chemistry; Polymer; Chemical engineering; Metal; Organic chemistry; Chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.02263246751631474,"gpt":0.3000423170028694,"spread":0.2774098494865547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003240715,0.000244922,0.0006640337,0.001117822,0.0005322361,0.0001110183,0.00082013,0.0001136868,0.000717939],"category_scores_gemma":[0.0002393716,0.000227832,0.000192468,0.0009130185,0.0003048839,0.0001966089,0.0003647881,0.0008112211,0.000007588429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147878,"about_ca_system_score_gemma":0.0003610133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006709917,"about_ca_topic_score_gemma":0.000004984552,"domain_scores_codex":[0.9942123,0.00167882,0.0008711338,0.0003913498,0.002085093,0.0007613074],"domain_scores_gemma":[0.9974234,0.0008892186,0.0005508807,0.000444391,0.0003357077,0.000356429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001492776,0.0005386058,0.0002946255,0.000106779,0.00005902304,0.0003513004,0.0001972619,0.0003451168,0.9935067,0.0001261174,0.00008604904,0.002895686],"study_design_scores_gemma":[0.001161654,0.001258803,0.0004612129,0.000263663,0.00005734668,0.0001183153,0.0001547198,0.005667175,0.9904389,0.0001141838,0.00008161511,0.0002223768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917158,0.004647263,0.0001094093,0.002559004,0.0002933097,0.0002448314,0.00006868422,0.00002128171,0.0003403871],"genre_scores_gemma":[0.999234,0.00007618073,0.0001891081,0.0001693352,0.0001024403,0.0000235142,0.000003766398,0.00005038789,0.0001512225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007518216,"threshold_uncertainty_score":0.929072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293237699","doi":"10.1007/s10965-022-03021-6","title":"Application of a nanocomposite based on modified salep glucomannan for monitoring controlled release of tetracycline as a model drug","year":2022,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Self-healing hydrogels; Tetracycline Hydrochloride; Nanocomposite; Materials science; Drug delivery; Chemical engineering; Chitosan; Diffusion; Controlled release; Nuclear chemistry; Polymer chemistry; Tetracycline; Composite material; Chemistry; Nanotechnology; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.05331122050766289,"gpt":0.3499887085395056,"spread":0.2966774880318427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011308,0.00008168953,0.0002879106,0.0001596416,0.0003056018,0.00001773731,0.0004408953,0.00002977251,0.00003866813],"category_scores_gemma":[0.00006001197,0.00003943616,0.0002290333,0.0006155106,0.00006017169,0.00005745092,0.00006253872,0.0002846813,0.000001420565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005227751,"about_ca_system_score_gemma":0.00006578368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009721657,"about_ca_topic_score_gemma":0.000002337759,"domain_scores_codex":[0.9981771,0.0001735622,0.0005472784,0.0001414446,0.0007605764,0.0002000333],"domain_scores_gemma":[0.9983086,0.0006576497,0.0004271263,0.00009498305,0.0003928521,0.0001188144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002100204,0.0006643002,0.0003686241,0.00001045824,0.00002082419,8.996959e-7,0.00004870712,0.005078588,0.9825822,0.001238793,0.00009392324,0.007792487],"study_design_scores_gemma":[0.002988557,0.001187287,0.001361479,0.00005363316,0.00002985792,0.00000783325,0.0003404098,0.2532439,0.738794,0.001600546,0.0002822336,0.0001102519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939393,0.000328278,0.0007938222,0.004090214,0.00002948345,0.000573508,0.00007530189,0.000006366305,0.0001636857],"genre_scores_gemma":[0.9990649,0.00001263472,0.0002657504,0.00005513943,0.0001080242,0.0001899663,0.000009336707,0.000002091262,0.0002921104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2481653,"threshold_uncertainty_score":0.2350473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001291332","doi":"10.1007/s10965-007-9162-2","title":"Copolymers of pyrrole and N-(hydroxypropyl)pyrrole: properties and interaction with DNA","year":2007,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministerio de Economía y Competitividad; Dalhousie University; Generalitat de Catalunya","keywords":"Pyrrole; Copolymer; Materials science; Chronoamperometry; Cyclic voltammetry; Polypyrrole; Electrochemistry; Acetonitrile; Polymer chemistry; Electrode; Physical chemistry; Polymerization; Organic chemistry; Polymer; Chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.1003537850769093,"gpt":0.3653936321015014,"spread":0.2650398470245922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746324,0.00008842259,0.0002014589,0.0002867244,0.0001723953,0.00007240843,0.0001520709,0.00004403638,0.00009027891],"category_scores_gemma":[0.00006004926,0.00005889206,0.00002622095,0.0002462784,0.0005532349,0.0002757885,0.00008037908,0.0002755299,0.000003535643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002629948,"about_ca_system_score_gemma":0.0001136986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003334473,"about_ca_topic_score_gemma":0.00003055871,"domain_scores_codex":[0.9985949,0.00008773169,0.0003591931,0.0001490809,0.0005295718,0.0002795492],"domain_scores_gemma":[0.9990667,0.000145713,0.0002311241,0.0001443144,0.0002514739,0.0001606995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003107787,0.00006175804,0.001101829,0.00003629212,0.00001612409,0.00000574715,0.0009431754,4.16921e-7,0.989098,0.0001504184,0.0001699654,0.008105564],"study_design_scores_gemma":[0.0003304839,0.0004354432,0.000728587,0.0001187308,0.00001585289,0.0001169387,0.004238671,0.00001246356,0.9932989,0.00003931667,0.0005954541,0.00006916884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934546,0.004962017,0.00007433513,0.0008467644,0.00008898721,0.0001083193,0.000003093615,0.000005978778,0.0004559009],"genre_scores_gemma":[0.9990687,0.0001206009,0.0001869097,0.00002003529,0.0001143163,0.00000298724,2.438556e-7,0.00001304638,0.000473211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008036395,"threshold_uncertainty_score":0.2401548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943754173","doi":"10.1007/s10965-019-1774-9","title":"Enhancement of stiffness and dynamic mechanical properties of polymers using single-walled-carbon-nanotube – a multiscale finite element formulation study","year":2019,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies; Consejo Nacional de Ciencia y Tecnología; Concordia University","keywords":"Materials science; Carbon nanotube; Composite material; Finite element method; Representative elementary volume; Stiffness; Space frame; van der Waals force; Carbon nanotube metal matrix composites; Viscoelasticity; Material properties; Polymer; Viscoplasticity; Shell (structure); Nanotube; Constitutive equation; Structural engineering; Microstructure","retraction":null,"screen_n_in":null,"score":{"opus":0.06524552176155284,"gpt":0.3435842779772607,"spread":0.2783387562157079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002256935,0.0001620588,0.0005284452,0.0005151567,0.00007884833,0.00005911527,0.0003913795,0.00006982358,0.0001659735],"category_scores_gemma":[0.0001798232,0.000125599,0.00009432034,0.0003457545,0.0001887889,0.0002582255,0.0004173309,0.0002537766,0.000002041673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019212,"about_ca_system_score_gemma":0.000203749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003365984,"about_ca_topic_score_gemma":0.00003500578,"domain_scores_codex":[0.9961135,0.0004429548,0.001068558,0.0002572883,0.001715513,0.0004021744],"domain_scores_gemma":[0.9980021,0.0004313111,0.0005561587,0.000324713,0.000574893,0.0001108749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009658946,0.0008911778,0.001438118,0.0001472196,0.00006687565,0.000006799375,0.001361266,0.0001211048,0.9934487,0.0000318369,8.062789e-7,0.001520162],"study_design_scores_gemma":[0.001800608,0.001579916,0.0004964296,0.0004413757,0.00004771403,0.0000184916,0.001469937,0.01669633,0.9772963,0.00002789472,0.000003114185,0.000121872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967583,0.00198234,0.0001752556,0.00008821197,0.0003034839,0.0006382513,0.000005351641,0.00000464265,0.00004412701],"genre_scores_gemma":[0.9992768,0.0000256172,0.0005028992,0.000004828397,0.00004198683,0.000006189654,4.141711e-7,0.0000224744,0.0001188255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657523,"threshold_uncertainty_score":0.5121778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376619016","doi":"10.1007/s10965-023-03593-x","title":"Chitosan/poly(vinyl alcohol)/graphene oxide mixed matrix membrane for the pervaporation dehydration of ethylene glycol","year":2023,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Sustainable Development Technology Canada; Ontario Centre of Innovation","keywords":"Pervaporation; Vinyl alcohol; Membrane; Chitosan; Materials science; Permeation; Chemical engineering; Ethylene glycol; Graphene; Dehydration; Ethylene oxide; Selectivity; Oxide; Polymer chemistry; Organic chemistry; Polymer; Copolymer; Chemistry; Composite material; Nanotechnology; Catalysis","retraction":null,"screen_n_in":null,"score":{"opus":0.08030027114994012,"gpt":0.3769511852065891,"spread":0.296650914056649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002046944,0.0001353803,0.0002739339,0.0006252314,0.0001747991,0.00005484464,0.0003332799,0.0001113604,0.00009018822],"category_scores_gemma":[0.0001144761,0.0001000547,0.0002233408,0.001053426,0.00008780564,0.0003267673,0.00001598855,0.0004178001,0.00001619318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002652417,"about_ca_system_score_gemma":0.0001221741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004414571,"about_ca_topic_score_gemma":0.00007887646,"domain_scores_codex":[0.9977276,0.0001252256,0.0007220862,0.0001189347,0.0009492425,0.0003569178],"domain_scores_gemma":[0.99871,0.0004823739,0.0001456267,0.0002516765,0.0002850995,0.0001252281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002595745,0.00003879662,0.0002169025,0.0002029023,0.0001606536,0.000009811234,0.0006128508,0.0106779,0.9820141,0.0009218764,0.002479494,0.002405151],"study_design_scores_gemma":[0.001129522,0.0001747495,0.004019984,0.00005770443,0.00004617244,0.00002006869,0.0004758169,0.01701368,0.9745471,0.0001410549,0.002266177,0.0001079195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844328,0.004130822,0.006996182,0.002484063,0.0006693805,0.0006200485,0.000031869,0.00006880321,0.0005660329],"genre_scores_gemma":[0.9978483,0.001045969,0.0002403694,0.00002045528,0.000330483,0.00003562863,0.00002480678,0.00003921436,0.0004147193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341555,"threshold_uncertainty_score":0.4080111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220844424","doi":"10.1007/s10965-022-02975-x","title":"Mechanical performance of modified Polypropylene/Polyamide matrix reinforced with treated recycled carbon fibers for lightweight applications","year":2022,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; University of Toronto","funders":"","keywords":"Materials science; Polypropylene; Composite material; Maleic anhydride; Surface modification; Polymer; Polyamide; Izod impact strength test; Glass fiber; Surface energy; Composite number; Fiber; Adhesion; Ultimate tensile strength; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02143292655900523,"gpt":0.2847544198018128,"spread":0.2633214932428075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007799072,0.0002311223,0.00047779,0.000907533,0.0002688253,0.00003629281,0.0007230681,0.00009567731,0.0000734491],"category_scores_gemma":[0.00001800246,0.0001984543,0.0001836462,0.001097125,0.0001130986,0.0001853217,0.0001312776,0.0007717971,0.00000196632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945687,"about_ca_system_score_gemma":0.0002211898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497548,"about_ca_topic_score_gemma":0.000004304637,"domain_scores_codex":[0.9970511,0.0001236932,0.0008353893,0.0001946442,0.001172856,0.0006223162],"domain_scores_gemma":[0.9983767,0.0003281726,0.0002569109,0.0004719406,0.0003289981,0.0002373193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004147009,0.00009372744,0.0001822859,0.0003832673,0.0006458198,0.0000235476,0.000647711,0.04154053,0.9418585,0.00484884,0.001004893,0.00462388],"study_design_scores_gemma":[0.001597212,0.001870712,0.00002668141,0.00006621884,0.00007194019,0.0001278721,0.0001226051,0.1329825,0.861796,0.00004931478,0.00105993,0.0002290044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893925,0.003580008,0.00306851,0.0004206013,0.0001556099,0.0008449674,0.00005347404,0.00009540052,0.002388978],"genre_scores_gemma":[0.9948152,0.00008222656,0.0008528331,0.00001380964,0.0001526849,0.0002713583,0.00001567205,0.00008915123,0.003707119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09144196,"threshold_uncertainty_score":0.8092732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408329201","doi":"10.1007/s10965-025-04314-2","title":"Nanoarchitectonics of antibacterial bio-packaging film from grapefruit peel-derived low methoxy Pectin integrated with silver nanoparticles","year":2025,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Materials science; Pectin; Silver nanoparticle; Nanoparticle; Nanotechnology; Food science; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02371879212867085,"gpt":0.3259738977189706,"spread":0.3022551055902997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002607916,0.0002846186,0.0007332949,0.001138858,0.0002931696,0.0002874787,0.001024664,0.0001240348,0.0005969788],"category_scores_gemma":[0.000362301,0.0002089944,0.0002023101,0.001702436,0.000647715,0.0004492524,0.0003225789,0.0008259925,0.00002745087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470169,"about_ca_system_score_gemma":0.0008699993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009156748,"about_ca_topic_score_gemma":0.0001032116,"domain_scores_codex":[0.9953339,0.001062598,0.001008014,0.0004112147,0.001376939,0.0008073116],"domain_scores_gemma":[0.9968467,0.0008505704,0.000546317,0.0005257905,0.001003101,0.0002275705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001780327,0.0002372217,0.004826646,0.00007036439,0.0001669338,0.00008310871,0.001308675,0.00002731735,0.9892216,0.0001066195,0.0002408167,0.001930405],"study_design_scores_gemma":[0.001825672,0.000575468,0.003115405,0.000897078,0.00007675361,0.00005016098,0.001176731,0.0001323107,0.9914722,0.0002506048,0.0002292583,0.0001983654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962847,0.001263024,0.000477985,0.0007017907,0.0006307688,0.0002675786,0.00007207052,0.00003398543,0.0002681599],"genre_scores_gemma":[0.9939484,0.00003204334,0.005496591,0.00004024474,0.000140223,0.00000592981,0.000007265201,0.00004156192,0.0002877485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005018606,"threshold_uncertainty_score":0.8522546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2257987691","doi":"10.1007/s10965-016-0931-7","title":"Thiophene decorated block copolymers templated from poly(styrene-alt-maleic anhydride)-block-poly(styrene) one-shot block copolymer: effect of thiophene inclusion on morphology","year":2016,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Copolymer; Materials science; Thiophene; Styrene; Maleic anhydride; Morphology (biology); Polymer chemistry; Chemical engineering; Organic chemistry; Polymer; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.04742257248645664,"gpt":0.3382635918899047,"spread":0.290841019403448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00167776,0.0009706642,0.0019942,0.001317609,0.0008663012,0.000102125,0.001850451,0.0009624512,0.003134973],"category_scores_gemma":[0.0008465926,0.000706304,0.0006391301,0.001327712,0.000877573,0.0005200667,0.001126087,0.001655535,0.000130211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00053192,"about_ca_system_score_gemma":0.0006385769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009993776,"about_ca_topic_score_gemma":0.00006071444,"domain_scores_codex":[0.9902716,0.001314207,0.002560747,0.001092344,0.003058036,0.001703015],"domain_scores_gemma":[0.9911723,0.003442766,0.002140879,0.00151572,0.0007931543,0.0009351856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005435796,0.0007783321,0.006584021,0.0001373661,0.0006868056,0.0002452128,0.0003958165,0.000008062842,0.9668785,0.00004331932,0.0004736868,0.01833314],"study_design_scores_gemma":[0.005437276,0.001897915,0.001167098,0.001615618,0.0002526174,0.0002194861,0.0001412729,0.00003285969,0.9877797,0.0001113182,0.0006341012,0.0007107658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975126,0.02020622,0.00003922045,0.001592358,0.0007068282,0.0003042325,0.0004626695,0.00009533285,0.001467155],"genre_scores_gemma":[0.9944659,0.001583318,0.00008494584,0.0001681066,0.001197516,0.00003554739,0.00007514036,0.0002333728,0.002156194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02090122,"threshold_uncertainty_score":0.9995388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2749160168","doi":"10.1007/s10965-017-1304-6","title":"Influences of the chemical defects on the crystal thickness and their melting of isothermally crystallized isotactic polypropylene","year":2017,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Tacticity; Crystallization; Differential scanning calorimetry; Lamellar structure; Supercooling; Recrystallization (geology); Isothermal process; Melting point; Crystal (programming language); Small-angle X-ray scattering; Crystallography; Chemical engineering; Thermodynamics; Composite material; Scattering; Polymer; Polymerization; Chemistry; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.07999667933863648,"gpt":0.3386924074631812,"spread":0.2586957281245448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002965895,0.0001363835,0.0003182145,0.0001153475,0.0005661681,0.0002113168,0.001340729,0.0000795505,0.0002437946],"category_scores_gemma":[0.001541373,0.00005961943,0.0001305031,0.0001390301,0.001462003,0.0003128053,0.000390895,0.0004329868,0.000001996947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002275276,"about_ca_system_score_gemma":0.0003160911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001963426,"about_ca_topic_score_gemma":0.00001240468,"domain_scores_codex":[0.9973598,0.0006841297,0.0005385298,0.0001459635,0.0009555275,0.0003160577],"domain_scores_gemma":[0.997385,0.0007063044,0.0008507465,0.0005431888,0.0004203071,0.00009443461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003500719,0.00006194101,0.00179026,0.00006597118,0.00003185534,0.000001992753,0.001863912,0.000003395167,0.9941567,0.0009042461,0.00003688051,0.0007327267],"study_design_scores_gemma":[0.0004349131,0.0001605731,0.003321935,0.0003424838,0.00001295309,0.00004007725,0.001050553,0.00004700444,0.993891,0.000504888,0.0001226344,0.00007097366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993763,0.002316478,0.00002161258,0.002588744,0.0001367819,0.0001517615,0.00001032874,0.000003862032,0.001007396],"genre_scores_gemma":[0.9994506,0.00008559102,0.00002925044,0.0001008149,0.00009752416,0.000003393107,7.668219e-8,0.00001588404,0.0002168953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005687535,"threshold_uncertainty_score":0.5386811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381887834","doi":"10.1007/s10965-023-03642-5","title":"Dual-responsive polymers synthesized via RAFT polymerization for controlled demulsification and desorption","year":2023,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Chain transfer; Reversible addition−fragmentation chain-transfer polymerization; Raft; Methacrylamide; Copolymer; Polymer; Methacrylic acid; Polymerization; Chemical engineering; Polymer chemistry; Amphiphile; Methacrylate; Desorption; Adsorption; Radical polymerization; Organic chemistry; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.05518839712538035,"gpt":0.3651040379814233,"spread":0.309915640856043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00157594,0.00021146,0.0005283003,0.0007956462,0.0003642384,0.0001139916,0.0002107017,0.0001935423,0.0003651287],"category_scores_gemma":[0.001260517,0.0001847178,0.0002060389,0.000622629,0.0001815979,0.0004231154,0.00005786862,0.0003135265,0.00001920786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009112929,"about_ca_system_score_gemma":0.0001650311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001679378,"about_ca_topic_score_gemma":0.000002045972,"domain_scores_codex":[0.9972534,0.0002825625,0.0008449801,0.0002947562,0.000794349,0.0005300161],"domain_scores_gemma":[0.9962314,0.002106372,0.0006346438,0.0002591808,0.000540164,0.0002281991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00346338,0.00007271046,0.0001857361,0.00007199412,0.000137228,0.000009684822,0.0004342727,0.000006575877,0.9302177,0.0003804077,0.0001000612,0.06492021],"study_design_scores_gemma":[0.004750392,0.0001588793,0.0007239503,0.0001449316,0.0001018143,0.00006720152,0.001068267,0.004595165,0.9867662,0.0003233782,0.001072306,0.000227523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976295,0.004765037,0.01359196,0.004074302,0.0002886646,0.0004909324,0.00005972352,0.00008663892,0.0003477494],"genre_scores_gemma":[0.9948282,0.0008055263,0.0001684206,0.00004720974,0.0005961343,0.0001092755,0.00005096665,0.00006761777,0.003326635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06469269,"threshold_uncertainty_score":0.7532573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402972086","doi":"10.1007/s10965-024-04142-w","title":"Boron nitride nanosheets/epoxy nanocomposites with high thermal conductivity and high dielectric constant for energy storage applications","year":2024,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Thermal properties of materials","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Indian Institute of Technology Kanpur","keywords":"Materials science; Boron nitride; Dielectric; Nanocomposite; Epoxy; Thermal conductivity; Composite material; Nitride; Boron; Optoelectronics; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03164890281709891,"gpt":0.3047730524238594,"spread":0.2731241496067605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001832286,0.0001690275,0.0003527183,0.0003050659,0.0003041915,0.0004550671,0.0003891544,0.00008161853,0.0003726569],"category_scores_gemma":[0.000060776,0.0001088245,0.00005774351,0.0002388412,0.0004216286,0.0004220085,0.0001228429,0.0002482851,0.00001999625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168711,"about_ca_system_score_gemma":0.0003870522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006042046,"about_ca_topic_score_gemma":0.00001204485,"domain_scores_codex":[0.9977528,0.0003764314,0.0004176109,0.0002911933,0.0006617048,0.0005002398],"domain_scores_gemma":[0.9984317,0.0006302678,0.0001559575,0.0002313263,0.0003759481,0.0001748435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007361382,0.00007197781,0.0000203227,0.0001094778,0.00006024097,0.00004764719,0.0001198322,0.00001379521,0.9869525,0.007777835,0.0003338075,0.003756406],"study_design_scores_gemma":[0.000543668,0.0008065198,0.0001225573,0.0001161987,0.00003761315,0.0001839612,0.00008443536,0.00002266734,0.9949774,0.00061925,0.002337991,0.0001476971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832001,0.01374581,0.0009815763,0.001172767,0.0002504428,0.000364486,0.00007888019,0.00003432113,0.000171672],"genre_scores_gemma":[0.9982498,0.0001263805,0.0005078745,0.00004107498,0.0004595959,0.00009534433,0.000002687809,0.00004252164,0.0004747566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504972,"threshold_uncertainty_score":0.4437734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884204372","doi":"10.1007/s10965-018-1576-5","title":"Gas transport and mechanical properties of PDMS-TFS/LDPE nanocomposite membranes","year":2018,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Low-density polyethylene; Materials science; Membrane; Polydimethylsiloxane; Permeation; Chemical engineering; Thermal stability; Polyethylene; Nanocomposite; Composite material; Polymer; Polymer chemistry; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.05486473732587772,"gpt":0.30935209706696,"spread":0.2544873597410823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009990514,0.0001121886,0.0002942391,0.0003114175,0.00007526601,0.00001983936,0.0002114063,0.00008388762,0.0002355364],"category_scores_gemma":[0.00001375675,0.00008500739,0.00009041403,0.0002501324,0.0002433023,0.0001989933,0.00001070062,0.0003650624,0.00001161549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001619368,"about_ca_system_score_gemma":0.00007310366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003248805,"about_ca_topic_score_gemma":0.00003678539,"domain_scores_codex":[0.9983444,0.00007803083,0.0005232145,0.000100885,0.0006738677,0.0002796535],"domain_scores_gemma":[0.9992552,0.00003551493,0.00005383957,0.0001459758,0.0003250143,0.000184481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002522273,0.00005035644,0.0003438949,0.0002863483,0.00008900114,0.00002903701,0.001040593,0.00003239171,0.9961686,0.0002597712,0.0002234391,0.001224303],"study_design_scores_gemma":[0.0005563069,0.0003221484,0.0006904125,0.0001694374,0.00002175695,0.0001257289,0.0001206144,0.0005738575,0.9945454,0.00004235502,0.002741089,0.0000908889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932802,0.004128307,0.0001707553,0.0004160149,0.0001742901,0.0001103507,0.000003380313,0.00001867292,0.001698009],"genre_scores_gemma":[0.9985014,0.0007076756,0.0001257821,0.00002107931,0.0002363453,0.000002243004,7.144869e-7,0.00002363418,0.0003811067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005221199,"threshold_uncertainty_score":0.3466501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086873914","doi":"10.1007/s10965-011-9571-0","title":"Synthesis of nanofiber-filled polydimethylsiloxane using ultrafast laser irradiation","year":2011,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Polydimethylsiloxane; Nanofiber; Femtosecond; Laser; Microscale chemistry; Irradiation; Polymer; Nanocomposite; Scanning electron microscope; Composite material; Curing (chemistry); Silicon; Laser ablation; Optoelectronics; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.0916679994142055,"gpt":0.3262632915086332,"spread":0.2345952920944277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001334646,0.000120129,0.0003027598,0.0006339662,0.00005946137,0.00003454964,0.0003566032,0.0001108055,0.0003924314],"category_scores_gemma":[0.0002152146,0.0001023109,0.00009069126,0.0004130647,0.0001120834,0.0003453094,0.00004381438,0.0002888736,0.00001076256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038414,"about_ca_system_score_gemma":0.00009727195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732454,"about_ca_topic_score_gemma":0.000002831423,"domain_scores_codex":[0.9982906,0.0001810297,0.0005439254,0.00009067246,0.0005728944,0.0003208545],"domain_scores_gemma":[0.9990065,0.0001958827,0.0001637905,0.0002031302,0.0003089565,0.0001217195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001078175,0.00006753996,0.0004062408,0.0001483019,0.00008300276,0.00001804687,0.000540489,0.00003518336,0.9942543,0.00003942216,0.0003236952,0.003975991],"study_design_scores_gemma":[0.000156582,0.0001089876,0.0006434012,0.0001946447,0.00002572445,0.00004664167,0.00009304205,0.0003859751,0.9979841,0.0002085074,0.00005520861,0.00009717902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959942,0.0007238499,0.0004769114,0.00003173847,0.0002306401,0.00007861955,0.00000771063,0.00004522533,0.002411088],"genre_scores_gemma":[0.9958931,0.00009807406,0.003739319,0.000004807413,0.0001560258,0.000002988192,3.330447e-7,0.00004603866,0.00005932096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003878812,"threshold_uncertainty_score":0.4296848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404874439","doi":"10.1007/s10965-024-04209-8","title":"Enzymatic coloration for enhancing antibacterial features of silk: horseradish peroxidase-catalyzed polymerization of gallic acid with Chitosan","year":2024,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"National Research Foundation of Korea","keywords":"Horseradish peroxidase; Chitosan; Gallic acid; Materials science; Polymerization; Catalysis; Peroxidase; SILK; Organic chemistry; Enzyme; Chemical engineering; Nuclear chemistry; Polymer; Chemistry; Antioxidant; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.02891348332002514,"gpt":0.336979020356339,"spread":0.3080655370363138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257145,0.0001342031,0.0003744025,0.0004079795,0.0001409151,0.0002035758,0.0003234384,0.0000888311,0.0001653792],"category_scores_gemma":[0.0001413062,0.0000955846,0.0001045892,0.0006182377,0.0002352197,0.0003817808,0.00004063173,0.0001236006,0.000004029238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003372992,"about_ca_system_score_gemma":0.0004878696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000830057,"about_ca_topic_score_gemma":0.00003184261,"domain_scores_codex":[0.9978384,0.0002017483,0.0007401722,0.0002039012,0.0007224079,0.0002933636],"domain_scores_gemma":[0.9986739,0.0002627765,0.0004071428,0.0002190813,0.0003348032,0.000102346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006284462,0.0001285988,0.00003910943,0.0004175456,0.00004192062,0.000003479953,0.0005880218,0.000005105363,0.9963609,0.0008934582,0.0001365858,0.0007568223],"study_design_scores_gemma":[0.0005604199,0.0006706828,0.0008335852,0.0004698567,0.00005122646,0.00003533713,0.000346464,0.00005953269,0.9967598,0.00009000518,0.00002774827,0.00009533195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938633,0.001421077,0.003252902,0.0005366087,0.0003305434,0.0004169717,0.0001287349,0.00001526643,0.00003461427],"genre_scores_gemma":[0.9981287,0.00004084656,0.00121522,0.000007640518,0.0004727434,0.00003141217,0.00003463238,0.00002796653,0.00004080189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004265455,"threshold_uncertainty_score":0.3897827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407006392","doi":"10.1007/s10965-025-04276-5","title":"Extraction procedure and theoretical studies of chitin from black soldier fly","year":2025,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Bangladesh Council of Scientific and Industrial Research","keywords":"Chitin; Materials science; Extraction (chemistry); On the fly; Polymer science; Chromatography; Chemical engineering; Chitosan; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.06834781678194381,"gpt":0.4072394402449901,"spread":0.3388916234630463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007885756,0.00004921487,0.0001440648,0.00004292403,0.0001048221,0.00002731942,0.00009882384,0.000054909,0.0002543657],"category_scores_gemma":[0.0004685995,0.00001696007,0.00004384626,0.0002828105,0.0003541296,0.00007222296,0.00005144539,0.0002261539,0.000002380038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001345059,"about_ca_system_score_gemma":0.0000250973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003021523,"about_ca_topic_score_gemma":0.00002921318,"domain_scores_codex":[0.9990575,0.000220916,0.0002021947,0.00008119544,0.0003018786,0.0001363554],"domain_scores_gemma":[0.9988684,0.0006990369,0.00007149677,0.00002211782,0.0002893313,0.00004958639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003860125,0.0001673032,0.006522715,0.00005698958,0.0001103199,0.00001423306,0.000736146,9.008191e-7,0.9145737,0.02257677,0.004945427,0.04990954],"study_design_scores_gemma":[0.0007950916,0.001393609,0.2678149,0.0006611622,0.00005488496,0.0000365438,0.01008811,0.0002877823,0.6863995,0.0295207,0.002782137,0.0001655377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921097,0.00301176,0.00000338224,0.003549297,0.00007470333,0.00006577442,0.000004386993,0.000002776532,0.001178276],"genre_scores_gemma":[0.9988406,0.0004795831,0.00001159186,0.00008458746,0.0001625594,0.000001089288,0.000001112824,4.032098e-7,0.0004184919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2612922,"threshold_uncertainty_score":0.2785126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401127785","doi":"10.1007/s10965-024-04058-5","title":"Adsorption investigation of polyacrylic acid on sub-micron titanium dioxide surface and associated effects on flocculation","year":2024,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"China Scholarship Council","keywords":"Polyacrylic acid; Flocculation; Adsorption; Materials science; Titanium dioxide; Chemical engineering; Quartz crystal microbalance; Langmuir; Fourier transform infrared spectroscopy; Analytical Chemistry (journal); Polymer; Chromatography; Chemistry; Organic chemistry; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.04301543375872734,"gpt":0.3317791898832539,"spread":0.2887637561245265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001362254,0.00009556709,0.0001620602,0.0002277371,0.0000990851,0.00004859105,0.00007787113,0.00007328216,0.0001015442],"category_scores_gemma":[0.0001930828,0.00007819459,0.00006437935,0.0005725159,0.0001454725,0.0002389099,0.00006212026,0.0003095591,0.00007778648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554724,"about_ca_system_score_gemma":0.00002897218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006026438,"about_ca_topic_score_gemma":0.00002427951,"domain_scores_codex":[0.9981367,0.0002622082,0.0003202964,0.0001613473,0.0009435407,0.0001759127],"domain_scores_gemma":[0.9991963,0.0004143833,0.0001295268,0.0001008676,0.00006397917,0.00009496698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008851126,0.0000310463,0.03566326,0.00002748291,0.00003848313,0.00000580271,0.0004908108,0.000341269,0.9555819,0.0002417405,0.001609679,0.005879996],"study_design_scores_gemma":[0.0002822879,0.0003239296,0.4194505,0.0001776533,0.00001380192,0.000004977323,0.00005157321,0.001372134,0.5778046,0.0003250919,0.0001276891,0.00006582522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968483,0.0009428687,0.0001496207,0.001315788,0.0001609504,0.0001430994,0.000003493573,0.00001281422,0.0004230064],"genre_scores_gemma":[0.9994251,0.00008762874,0.00003717282,0.00005169263,0.00007059587,0.000001483438,0.000003344651,0.00001211663,0.000310935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3837872,"threshold_uncertainty_score":0.3188682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415272210","doi":"10.1007/s10965-025-04588-6","title":"Characterization and development of high-performance copper-reinforced polylactic acid (PLA) composite using plasticizer for 3D printing applications","year":2025,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Polylactic acid; Ductility (Earth science); Differential scanning calorimetry; Copper; Composite number; Ultimate tensile strength; Plasticizer; Scanning electron microscope","retraction":null,"screen_n_in":null,"score":{"opus":0.03927400857353272,"gpt":0.3115083347479877,"spread":0.272234326174455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004179009,0.00008460492,0.0001790581,0.0004687202,0.0001847065,0.00003488948,0.0001578938,0.00006193397,0.000004137982],"category_scores_gemma":[0.00006726179,0.00007728893,0.00002004015,0.0001972892,0.00008058426,0.0001237882,0.00009484702,0.0002718642,9.020817e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007212246,"about_ca_system_score_gemma":0.00008384504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002594674,"about_ca_topic_score_gemma":3.382138e-7,"domain_scores_codex":[0.9991296,0.00001665504,0.0003727404,0.00007943378,0.0001918692,0.0002097238],"domain_scores_gemma":[0.9993896,0.0001741196,0.0001172516,0.00009789236,0.0001896543,0.00003143973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005159653,0.00001239009,0.0005946672,0.0004157698,0.00009352971,4.311791e-7,0.0001757539,0.0007235669,0.8585219,0.0002840937,0.000009553957,0.1391167],"study_design_scores_gemma":[0.0002920368,0.00003140269,0.008036631,0.0002388478,0.00001173953,0.00000655613,0.00008132827,0.009200121,0.9814153,0.00001255673,0.0006072094,0.00006622859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7517685,0.0001181777,0.2478098,0.00004286541,0.00005432586,0.0001357259,0.00000365668,0.00002759327,0.00003936271],"genre_scores_gemma":[0.9807501,0.00003340657,0.01906499,0.000003742288,0.00003656476,0.00001646916,0.000003404628,0.00001211285,0.00007917717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2289817,"threshold_uncertainty_score":0.3151751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384068579","doi":"10.1007/s10965-023-03667-w","title":"Exploring ordered structures by varying symmetric interaction parameters of non-frustrated ABCBA linear pentablock terpolymers in the melt","year":2023,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Ministry of Science and Technology, Taiwan","keywords":"Gyroid; Materials science; Copolymer; Phase (matter); Diamond; Degree of polymerization; SPHERES; Polymerization; Phase diagram; Crystallography; Condensed matter physics; Polymer chemistry; Composite material; Polymer; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.1981270994620526,"gpt":0.3970505422178129,"spread":0.1989234427557602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004016567,0.000228095,0.0004737241,0.002200827,0.0002238419,0.0001819927,0.001252603,0.000108985,0.0001394607],"category_scores_gemma":[0.0004932818,0.0001644643,0.0001549429,0.004074215,0.0001797764,0.0009281244,0.0002120082,0.001117778,0.00004982453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637176,"about_ca_system_score_gemma":0.0003038736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361214,"about_ca_topic_score_gemma":0.00002725144,"domain_scores_codex":[0.994734,0.0009530828,0.001074479,0.0003224906,0.002075955,0.0008399867],"domain_scores_gemma":[0.9972401,0.001295475,0.0005200462,0.0004280435,0.0003420913,0.0001742018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003375791,0.0001279662,0.0005847545,0.00005842869,0.00005405536,0.00009600245,0.002248392,0.0001172142,0.9888813,0.00003705707,0.001600967,0.005856308],"study_design_scores_gemma":[0.000879829,0.0004157628,0.001488106,0.0001493772,0.00002599013,0.00009528014,0.005558147,0.0009229202,0.9901769,0.0000697376,0.00006181669,0.0001561513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964541,0.001237801,0.00003178236,0.0008577108,0.0008502727,0.000252158,0.00001376976,0.00002249976,0.0002799599],"genre_scores_gemma":[0.999176,0.0002518785,0.0002114,0.00004647249,0.0001583394,0.00002575244,0.000004359093,0.00003962774,0.00008612178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005700157,"threshold_uncertainty_score":0.6706659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402373247","doi":"10.1007/s10965-024-04135-9","title":"Modification of graphite to increase reaction rate in styrene/graphite in situ polymerization system","year":2024,"lang":"en","type":"article","venue":"Journal of Polymer Research","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Graphite; In situ; Styrene; Polymerization; In situ polymerization; Chemical engineering; Polymer chemistry; Composite material; Organic chemistry; Copolymer; Polymer","retraction":null,"screen_n_in":null,"score":{"opus":0.03734126815208111,"gpt":0.3505695852043009,"spread":0.3132283170522198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003546455,0.00008457121,0.000170602,0.001825291,0.00003561064,0.00004534677,0.0002436823,0.00005798394,0.00001718439],"category_scores_gemma":[0.00006786663,0.00007380622,0.00006212149,0.00250123,0.0000733155,0.0003567855,0.0000917884,0.0003247062,0.00002050684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393433,"about_ca_system_score_gemma":0.00002334235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223279,"about_ca_topic_score_gemma":0.0001538426,"domain_scores_codex":[0.9979193,0.0004494046,0.0005564482,0.0001934097,0.0006504653,0.0002309613],"domain_scores_gemma":[0.9994751,0.00009903196,0.000119689,0.0001839496,0.00002868108,0.00009349827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001123248,0.00008508941,0.01727923,0.00008104563,0.00001028846,0.00004471804,0.000412356,0.0002617131,0.9583382,0.0007105215,0.0002031086,0.02246141],"study_design_scores_gemma":[0.0006740644,0.0006500621,0.3109189,0.002124677,0.00002626224,0.00003387019,0.001807021,0.004589929,0.6766661,0.0009648635,0.001254192,0.0002900839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946931,0.0005187812,0.0009037855,0.0006109119,0.00009348907,0.0002257549,0.000001776273,0.00002038369,0.002932027],"genre_scores_gemma":[0.9992933,0.0002339942,0.00009265818,0.00001292368,0.00004055099,0.00001304701,0.000002148729,0.0000134439,0.0002979445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2936396,"threshold_uncertainty_score":0.3360948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}