{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":279,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":279,"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":"c0f0e8ecff55","filters":{"venue":"Polymer Composites"}},"results":[{"id":"W2029256666","doi":"10.1002/pc.20058","title":"Big returns from small fibers: A review of polymer/carbon nanotube composites","year":2004,"lang":"en","type":"review","venue":"Polymer Composites","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":1241,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Carbon nanotube; Composite material; Nanocomposite; Composite number; Polymer; Carbon nanotube metal matrix composites; Characterization (materials science); Nanotube; Advanced composite materials; Carbon nanotube actuators; Nanotechnology; Mechanical properties of carbon nanotubes","retraction":null,"screen_n_in":null,"score":{"opus":0.03604239944522687,"gpt":0.286175380775307,"spread":0.2501329813300802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000698183,0.002172674,0.007233013,0.0008013283,0.000237516,0.0002891266,0.003455092,0.0009107954,0.000872498],"category_scores_gemma":[0.0001573682,0.001899946,0.002368066,0.001600661,0.0007977933,0.0001926666,0.001513394,0.001024671,0.000355978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000524187,"about_ca_system_score_gemma":0.001072887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091763,"about_ca_topic_score_gemma":0.00007366361,"domain_scores_codex":[0.990127,0.001130007,0.003696397,0.002233262,0.001414506,0.001398846],"domain_scores_gemma":[0.9906842,0.002539046,0.002696282,0.003247195,0.0003121651,0.0005211034],"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":[0.0001230872,0.001110482,0.00006244583,0.304117,0.001437511,0.0002344712,0.0004321926,0.000002416253,0.5237969,0.000872064,0.0007062602,0.1671052],"study_design_scores_gemma":[0.0006157366,0.000251028,0.000001757969,0.3851971,0.004532805,0.0002186758,0.000008949562,0.000009271674,0.5202201,0.0001117018,0.0867852,0.002047691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00117598,0.9901479,0.00002529009,0.0001923403,0.002625189,0.001921726,0.001572812,0.0004983924,0.001840298],"genre_scores_gemma":[0.0003476205,0.993888,0.002058595,0.0005317328,0.0009665159,0.0002714216,0.001132284,0.0003773041,0.0004265479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1650575,"threshold_uncertainty_score":0.9991014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111548057","doi":"10.1002/pc.20612","title":"Structure and properties of starch nanocrystal‐reinforced soy protein plastics","year":2008,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Materials science; Nanocomposite; Composite material; Modulus; Amorphous solid; Soy protein; Starch; Matrix (chemical analysis); Nanocrystal; Dynamic mechanical analysis; Dispersion (optics); Polymer; Food science; Nanotechnology; Chemistry; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01479373756129196,"gpt":0.2028959691666171,"spread":0.1881022316053251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006653279,0.0002428392,0.0003446156,0.0001403464,0.0002651583,0.00005264518,0.000284018,0.00007529037,0.0001116061],"category_scores_gemma":[0.00001958614,0.000199148,0.00005021624,0.000171051,0.0004357861,0.0002597471,0.0002158612,0.0001238597,0.00001437101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002027006,"about_ca_system_score_gemma":0.00007057267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001918808,"about_ca_topic_score_gemma":0.000006035832,"domain_scores_codex":[0.9985052,0.0000601337,0.0003807216,0.0003019286,0.0003753658,0.000376667],"domain_scores_gemma":[0.9992832,0.00004605167,0.0001677215,0.0002960943,0.00009196722,0.0001149687],"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":[0.000176183,0.00001995816,0.002335033,0.0001491372,0.00001877707,0.000008604069,0.001509052,0.00004420668,0.9950901,0.0005958827,0.00001978636,0.00003322682],"study_design_scores_gemma":[0.0004365358,0.0002370947,0.0005650645,0.0001361354,0.00001891188,0.0001106028,0.0000479038,0.0003423972,0.9977916,0.00003435615,0.00003403471,0.0002453104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970609,0.001945973,0.0001182028,0.0000728831,0.0001153531,0.0003784227,0.00007216206,0.00009883816,0.0001372504],"genre_scores_gemma":[0.9969077,0.000005983797,0.002656071,0.00003621848,0.00005259321,0.00001348257,0.00001071462,0.00003130837,0.0002859748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0027015,"threshold_uncertainty_score":0.8121021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210576823","doi":"10.1002/pc.26518","title":"A review of recent progress in improving the fracture toughness of epoxy‐based composites using carbonaceous nanofillers","year":2022,"lang":"en","type":"review","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Island University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Composite material; Epoxy; Brittleness; Carbon nanotube; Toughening; Fracture toughness; Composite number; Toughness; Adhesive; Graphene; Shrinkage; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.04015556941587661,"gpt":0.3029400460342943,"spread":0.2627844766184176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003938392,0.0007280562,0.002504133,0.0003868428,0.0001011597,0.00003729061,0.001064534,0.0002144338,0.0001822878],"category_scores_gemma":[0.00005761063,0.0005568264,0.0004884049,0.00142993,0.0001928648,0.00008435319,0.0002514741,0.0007687291,0.000001427227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527219,"about_ca_system_score_gemma":0.0003414185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009917833,"about_ca_topic_score_gemma":0.000008159021,"domain_scores_codex":[0.9966625,0.0003459599,0.001508097,0.0004576081,0.0005403568,0.0004854922],"domain_scores_gemma":[0.9971865,0.0009324788,0.0008672415,0.0008466603,0.0000925522,0.00007459943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001204297,0.0001703301,0.0002063741,0.639584,0.0004000312,0.00003115827,0.000171854,0.002263395,0.0005103471,0.000008776224,0.00011186,0.3565298],"study_design_scores_gemma":[0.0004265688,0.0001077321,0.00001369715,0.2874503,0.002262225,0.0001495098,0.00003330585,0.003679622,0.02351253,0.00000450973,0.6808856,0.001474458],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001271402,0.9978032,0.00003938533,0.00004860209,0.0003247999,0.001283287,0.00008051746,0.0001224668,0.0001706399],"genre_scores_gemma":[0.0008270101,0.9977377,0.0007366663,0.00009188904,0.00006191744,0.000231685,0.0001254264,0.0001823914,0.000005308068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6807737,"threshold_uncertainty_score":0.9996883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036302199","doi":"10.1002/pc.10211","title":"Applications of fiber‐metal laminates","year":2000,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada; Carleton University","funders":"","keywords":"Materials science; Durability; Airframe; Composite material; Aerospace; Carbon fiber reinforced polymer; Fiber; Shotcrete; Composite number; Structural engineering; Aerospace engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.003829873981108097,"gpt":0.2006572439950777,"spread":0.1968273700139696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001577025,0.00006781597,0.0001102932,0.00006017419,0.00002698644,0.000006116429,0.00007643272,0.00002393872,0.003345797],"category_scores_gemma":[3.040325e-7,0.0000677403,0.00006904564,0.000227679,0.00002653737,0.00007522497,0.000001475909,0.00003706149,0.0002167838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003940963,"about_ca_system_score_gemma":0.000002686115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000270626,"about_ca_topic_score_gemma":0.000004860829,"domain_scores_codex":[0.9996282,0.000005071812,0.0001527093,0.00005645713,0.00006896644,0.00008861771],"domain_scores_gemma":[0.9997937,0.00003065993,0.00001298708,0.0001157771,0.0000120567,0.00003482532],"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":[0.00002471335,0.0001700942,0.006512872,0.0001418235,0.0005691022,0.000001739695,0.001188353,0.01820376,0.5029123,0.001877161,0.0004659395,0.4679321],"study_design_scores_gemma":[0.0002160133,0.00002007404,0.02774742,0.00001361046,0.0001448222,0.000002781826,0.00003392943,0.004344942,0.9467568,0.0001168413,0.02039653,0.0002062197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398954,0.008031371,0.006025812,0.0001134748,0.00002903059,0.0001319471,0.0001043716,0.0003519051,0.04531671],"genre_scores_gemma":[0.997903,0.00007925581,0.0003793741,0.00001407439,0.00002034922,0.00001161456,0.00005048271,0.00001050336,0.001531328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4677259,"threshold_uncertainty_score":0.9975653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129823182","doi":"10.1002/pc.21066","title":"Poly(butylene succinate)‐based biocomposites filled with polysaccharide nanocrystals: Structure and properties","year":2011,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"","keywords":"Materials science; Nanocomposite; Polybutylene succinate; Crystallinity; Nanocrystal; Composite material; Nucleation; Whisker; Thermoplastic; Cellulose; Polyester; Chemical engineering; Nanotechnology; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02362888859361316,"gpt":0.2324777553562609,"spread":0.2088488667626477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001286478,0.0004449539,0.000492163,0.0002116904,0.0005019854,0.0001400902,0.0004071555,0.00008096727,0.0003860576],"category_scores_gemma":[0.00002901015,0.0002953711,0.00005751004,0.0002734502,0.0006375622,0.0004073004,0.0002872566,0.0001814385,0.00003119999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004416444,"about_ca_system_score_gemma":0.00007305109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004895998,"about_ca_topic_score_gemma":0.00004695169,"domain_scores_codex":[0.9976834,0.0001464727,0.000296198,0.0006489793,0.0004657446,0.0007592224],"domain_scores_gemma":[0.9988522,0.0001439439,0.0001600806,0.0004601741,0.0001474272,0.0002361692],"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":[0.0004772452,0.00009158089,0.01127256,0.000110641,0.00005730628,0.00003906178,0.0007099007,0.000003663612,0.9863756,0.0002531221,0.00002644522,0.0005828141],"study_design_scores_gemma":[0.0007957504,0.0003779823,0.002469173,0.0001348216,0.00005146153,0.00004517378,0.0001788005,0.0001778824,0.9951087,0.0001535522,0.00005938713,0.0004472659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671037,0.03078485,0.0005765632,0.0003874629,0.00007938304,0.0004119594,0.00009285469,0.0002458742,0.0003173763],"genre_scores_gemma":[0.989985,0.0000571529,0.009304704,0.0001567506,0.00005936001,0.00005630857,0.000009150077,0.00005541994,0.0003161064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03072769,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039304167","doi":"10.1002/pc.10038","title":"Analysis of dynamic flows through porous media. Part I: Comparison between saturated and unsaturated flows in fibrous reinforcements","year":2003,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Porous medium; Materials science; Saturation (graph theory); Porosity; Composite number; Degree of saturation; Permeability (electromagnetism); Composite material; Flow (mathematics); Mechanics; Mathematics; Geology; Chemistry; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01534330746146066,"gpt":0.2537015573966944,"spread":0.2383582499352338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001041873,0.0003049134,0.0007524823,0.0003909563,0.00005315958,0.00005032891,0.0001850375,0.0001442294,0.00005277612],"category_scores_gemma":[0.00004305224,0.0003068872,0.00007090015,0.001638841,0.00005558489,0.0002195382,0.00003663674,0.000229381,0.000006030405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005955913,"about_ca_system_score_gemma":0.00002024972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002269197,"about_ca_topic_score_gemma":0.0004628042,"domain_scores_codex":[0.9983125,0.00007034134,0.0006910139,0.0002885419,0.0002546153,0.0003830067],"domain_scores_gemma":[0.9991499,0.0002895208,0.0001171409,0.0003053854,0.00005323289,0.0000848087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009366606,0.0001610477,0.6083371,0.0007385265,0.004500383,0.00003366259,0.005699217,0.1889353,0.1864666,0.0001839665,0.0001430363,0.004707501],"study_design_scores_gemma":[0.001605292,0.0001118143,0.1190363,0.0003264906,0.001654998,0.000009683893,0.0002852751,0.3338459,0.5415702,0.0000895808,0.0003751817,0.001089315],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873256,0.01088212,0.0005239889,0.0000147899,0.0001408401,0.0001558202,0.00004939911,0.0001833115,0.0007241043],"genre_scores_gemma":[0.9983585,0.0001742066,0.001074596,0.00001285374,0.00001579611,0.00001067109,0.0002776328,0.00004003827,0.00003565902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4893008,"threshold_uncertainty_score":0.9999383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039412119","doi":"10.1002/pc.20774","title":"Processing and properties of PLA/thermoplastic starch/montmorillonite nanocomposites","year":2009,"lang":"en","type":"article","venue":"Polymer Composites","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; National Research Council Canada","funders":"","keywords":"Materials science; Exfoliation joint; Montmorillonite; Composite material; Ultimate tensile strength; Nanocomposite; Polylactic acid; Thermoplastic; Extrusion; Fracture toughness; Toughness; Scanning electron microscope; Polymer; Graphene","retraction":null,"screen_n_in":null,"score":{"opus":0.01948307039521276,"gpt":0.213578824938924,"spread":0.1940957545437112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623611,0.0002664709,0.0004005508,0.0001161849,0.0003005778,0.0001690023,0.0002723454,0.00007112358,0.00007498074],"category_scores_gemma":[0.00001519667,0.000187903,0.0000589912,0.0001419084,0.0003115271,0.0003326608,0.00007713237,0.00009024268,0.00001842245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001318134,"about_ca_system_score_gemma":0.00004718474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002003017,"about_ca_topic_score_gemma":0.000007258627,"domain_scores_codex":[0.9984877,0.0000976854,0.0003967026,0.0003539447,0.0002837263,0.0003802672],"domain_scores_gemma":[0.9993528,0.00006690526,0.0001640559,0.0002353007,0.00007051897,0.0001104522],"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":[0.000241844,0.00009450191,0.001243603,0.0001132559,0.00001132579,0.000002182552,0.001119025,0.000001097804,0.9671313,0.0001879714,0.000013782,0.02984014],"study_design_scores_gemma":[0.0002230667,0.000311563,0.001454074,0.0003194818,0.00004451728,0.00002909203,0.00009653184,0.0004931406,0.9965858,0.00007836201,0.0000938919,0.0002704253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8556516,0.1430283,0.00008330394,0.0004468868,0.00007886563,0.0001223468,0.00001386104,0.00009635983,0.000478561],"genre_scores_gemma":[0.9982705,0.00007043412,0.001186352,0.0001785599,0.000064277,0.0000115328,0.00000184851,0.00002000941,0.000196447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429578,"threshold_uncertainty_score":0.766246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073633658","doi":"10.1002/pc.20834","title":"Environmental effects on glass fiber reinforced polypropylene thermoplastic composite laminate for structural applications","year":2009,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Composite material; Glass fiber; Durability; Polypropylene; Tap water; Composite number; Flexural strength; Thermoplastic; Scanning electron microscope; Relative humidity","retraction":null,"screen_n_in":null,"score":{"opus":0.004904804783776161,"gpt":0.2090002164380095,"spread":0.2040954116542333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004353341,0.0004032795,0.0003591733,0.0001235745,0.0002028434,0.00008035915,0.0003563405,0.000122079,0.0000873512],"category_scores_gemma":[0.000004086326,0.0003818657,0.0001712518,0.0001177771,0.00004345557,0.0001241376,0.00003646184,0.0002077559,0.000215393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009249077,"about_ca_system_score_gemma":0.000005133914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001835678,"about_ca_topic_score_gemma":2.016081e-7,"domain_scores_codex":[0.9985155,0.00002997366,0.0003670616,0.000342781,0.0002578338,0.0004868032],"domain_scores_gemma":[0.9988796,0.0004108734,0.00006790328,0.0004347826,0.00001262244,0.0001941955],"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":[0.00007412886,0.00002747433,0.00008410445,0.00004173034,0.00004729908,0.000003130541,0.00003304953,0.001237327,0.9692819,0.001830883,0.00008447396,0.02725448],"study_design_scores_gemma":[0.0007797685,0.0003993682,0.005483779,0.00004971711,0.0001078831,0.00001522488,0.000002419519,0.02271511,0.9692702,0.0002545937,0.0004607405,0.0004612292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859824,0.001401474,0.009338175,0.0001611763,0.0002163383,0.00126891,0.0001006204,0.0006730867,0.000857781],"genre_scores_gemma":[0.9962065,0.000009777038,0.002550637,0.0002307696,0.000187987,0.0002085494,0.0001522775,0.00006663021,0.0003868323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02679325,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005291890","doi":"10.1002/pc.20949","title":"Cure shrinkage characterization of an epoxy resin system by two in situ measurement methods","year":2009,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shrinkage; Epoxy; Materials science; Composite material; Gravimetric analysis; Cure rate; Rheology; Characterization (materials science)","retraction":null,"screen_n_in":null,"score":{"opus":0.01519436990819606,"gpt":0.2739419785514305,"spread":0.2587476086432345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000329333,0.0001928343,0.0002926524,0.0001572528,0.00003331016,0.00004194244,0.0002154329,0.00006761219,0.000005788467],"category_scores_gemma":[0.00001062126,0.0002035096,0.00003578957,0.0002917594,0.00001761157,0.0002410034,0.00001702443,0.0001264946,0.000004135273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009209424,"about_ca_system_score_gemma":0.00001384984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003325651,"about_ca_topic_score_gemma":0.00001490674,"domain_scores_codex":[0.9987677,0.000125672,0.0003906556,0.0002050822,0.0002742778,0.0002365953],"domain_scores_gemma":[0.9994822,0.00003339838,0.00007846378,0.0002767644,0.00005789612,0.00007133494],"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":[0.00001127316,0.00006775429,0.0007718951,0.0002504643,0.00001840729,0.000003980656,0.0002865677,0.000422504,0.9936403,0.0001609612,0.00001729632,0.004348563],"study_design_scores_gemma":[0.0002856854,0.00004957375,0.01083316,0.0002731693,0.00001890788,0.000007433574,0.00001926292,0.004249445,0.9839612,0.00001655125,0.00008969011,0.000195935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700695,0.006722213,0.02033764,0.0000862997,0.0001704823,0.0002155458,0.0000134912,0.0004164768,0.001968381],"genre_scores_gemma":[0.9955072,0.00002213766,0.00429224,0.00002370217,0.00005270381,0.00001069931,0.00003622639,0.0000315549,0.00002350891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02543776,"threshold_uncertainty_score":0.8298881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2409131009","doi":"10.1002/pc.24093","title":"Tensile properties, thermal conductivity, and thermal stability of short carbon fiber reinforced polypropylene composites","year":2016,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Materials science; Composite material; Ultimate tensile strength; Maleic anhydride; Polypropylene; Thermogravimetric analysis; Thermal stability; Extrusion; Compression molding; Thermal conductivity; Fiber; Young's modulus; Polymer; Chemical engineering; Copolymer","retraction":null,"screen_n_in":null,"score":{"opus":0.01688477035398494,"gpt":0.1963422012029271,"spread":0.1794574308489422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001722403,0.0006244409,0.0007606253,0.0002178729,0.0001296702,0.00006740076,0.0004284598,0.0002089922,0.0002412354],"category_scores_gemma":[0.0000207192,0.0004468584,0.0001693383,0.0002531667,0.0006278071,0.0004838287,0.0002996718,0.0002498012,0.00002503818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008460196,"about_ca_system_score_gemma":0.00004855579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000378461,"about_ca_topic_score_gemma":0.00001037543,"domain_scores_codex":[0.9974399,0.0001145399,0.00075065,0.0005040519,0.0004461783,0.0007446349],"domain_scores_gemma":[0.998326,0.0003346428,0.0001108272,0.0008397615,0.0001309558,0.0002577804],"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":[0.0001550673,0.00003705745,0.01696131,0.0001731298,0.0002396016,0.000005039163,0.0004657465,0.0003259648,0.9778424,0.0001534751,0.00003144843,0.003609783],"study_design_scores_gemma":[0.0006715801,0.000186391,0.006198846,0.0001971923,0.000102702,0.00003415102,0.00002746077,0.007418664,0.9844451,0.000005284277,0.00006513547,0.0006475108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850245,0.007793819,0.00006960404,0.0002035042,0.0002220119,0.0005081728,0.00006831739,0.0005492864,0.005560792],"genre_scores_gemma":[0.9986234,0.00002983076,0.0003655295,0.00004997002,0.0001317787,0.00004846672,0.00001720532,0.0001232135,0.0006106313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359888,"threshold_uncertainty_score":0.9997983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079799843","doi":"10.1002/pc.22154","title":"Mechanical and rheological behavior of highly filled polystyrene with lignin","year":2012,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"FPInnovations; Université Laval","funders":"","keywords":"Materials science; Lignin; Composite material; Rheology; Ultimate tensile strength; Polystyrene; Flexural strength; Dynamic mechanical analysis; Polymer; Organic chemistry; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.007262632898600371,"gpt":0.1946398709074029,"spread":0.1873772380088025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003424377,0.0001313448,0.0001945104,0.00002663871,0.00002405385,0.000008581295,0.00008101767,0.00008075288,0.00002748528],"category_scores_gemma":[0.000001826884,0.00009984236,0.00003073586,0.00006567435,0.00005708883,0.00005857353,0.00004098222,0.00008925683,0.000006119481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007170647,"about_ca_system_score_gemma":0.000003332631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007513501,"about_ca_topic_score_gemma":5.055201e-7,"domain_scores_codex":[0.999431,0.00001025934,0.0001402033,0.0000942266,0.0001013868,0.0002228899],"domain_scores_gemma":[0.9996542,0.00005458436,0.00002144048,0.0001304793,0.00001057991,0.0001286957],"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":[0.00000713257,0.00006915977,0.01796735,0.00002745492,0.00003760017,0.000002788432,0.00006079073,0.00000104342,0.9807774,0.0005623277,0.0003377467,0.0001492531],"study_design_scores_gemma":[0.0003024128,0.00005453115,0.002054791,0.0000194348,0.00006085064,0.00004272613,0.00001898052,0.00008657959,0.9971722,0.000005502369,0.00004029348,0.0001416853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928175,0.004906131,0.00005194179,0.00002983701,0.00005749489,0.00005463149,0.000009942401,0.0001251778,0.001947344],"genre_scores_gemma":[0.9985474,0.00002394149,0.00118898,0.00002065613,0.00007540472,0.00001554544,0.000009200279,0.00001794976,0.0001009575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01639486,"threshold_uncertainty_score":0.4071453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977915187","doi":"10.1002/pc.20495","title":"The influence of matrix viscosity and composition on the morphology, rheology, and mechanical properties of thermoplastic elastomer nanocomposites based on EPDM/PP","year":2008,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Composite material; Nanocomposite; Elastomer; Rheometry; Polypropylene; EPDM rubber; Thermoplastic elastomer; Dynamic mechanical analysis; Natural rubber; Polymer blend; Rheology; Polymer; Copolymer","retraction":null,"screen_n_in":null,"score":{"opus":0.0140024623628852,"gpt":0.2158486883439592,"spread":0.201846225981074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911183,0.0003389993,0.0004784391,0.0001007909,0.0008628239,0.00005852197,0.0004951397,0.0001225033,0.00002926978],"category_scores_gemma":[0.00004808314,0.000179153,0.00009359326,0.0001762859,0.002332357,0.000132451,0.0002445287,0.0002300175,0.00001889108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001794167,"about_ca_system_score_gemma":0.00004949812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002666952,"about_ca_topic_score_gemma":0.000006181175,"domain_scores_codex":[0.9977521,0.0005183837,0.0005427924,0.0004151506,0.0003759086,0.0003956673],"domain_scores_gemma":[0.9974989,0.001482738,0.000323028,0.0004914363,0.0001070577,0.00009681941],"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":[0.001084524,0.0001835289,0.003113672,0.00004973246,0.00003723096,0.000004592965,0.0002774007,0.0004001428,0.9905794,0.004131319,0.00003893206,0.00009950554],"study_design_scores_gemma":[0.0005094997,0.0008246739,0.01216096,0.0002195596,0.00006029216,0.0001087037,0.00002369201,0.003345499,0.9824554,0.00005940138,0.00001872458,0.0002135552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911076,0.00656982,0.00005196527,0.001556118,0.000104589,0.0004393714,0.00004113042,0.00004961344,0.00007983171],"genre_scores_gemma":[0.9989712,0.0002126509,0.0001984076,0.0004526455,0.00002866753,0.00004864184,0.000003328315,0.00002506135,0.00005944491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009047287,"threshold_uncertainty_score":0.8593667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216967541","doi":"10.1002/pc.26420","title":"A review on high thermally conductive polymeric composites","year":2021,"lang":"en","type":"review","venue":"Polymer Composites","topic":"Thermal properties of materials","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; BASF","keywords":"Materials science; Electrical conductor; Composite material; Polymer; Fabrication; Thermal conductivity; Conductive polymer; Work (physics); Nanoscopic scale; Electronics; Filler (materials); Nanotechnology; Mechanical engineering; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.05412359912772336,"gpt":0.3104892653595133,"spread":0.25636566623179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005284527,0.001402192,0.005081392,0.0001996641,0.0003246613,0.000427054,0.001791751,0.000373446,0.01121414],"category_scores_gemma":[0.00009624218,0.001020675,0.0009496884,0.0003688748,0.0003825468,0.0002968267,0.0007622072,0.000518496,0.007618485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820831,"about_ca_system_score_gemma":0.0003538835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003081902,"about_ca_topic_score_gemma":0.000001415248,"domain_scores_codex":[0.9935037,0.001865535,0.001602967,0.001414342,0.0006684988,0.0009449108],"domain_scores_gemma":[0.9959695,0.0007460623,0.001172992,0.001660446,0.0001643579,0.0002866789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009520296,0.0007745509,0.000001191215,0.09303662,0.0009299402,0.0002394467,0.0001341332,0.000002036192,0.5777454,0.002450384,0.009562499,0.3150286],"study_design_scores_gemma":[0.0002540658,0.0002385473,9.663559e-7,0.155125,0.001844336,0.0002697044,0.00001129755,2.972094e-7,0.2002962,0.000006554978,0.6404403,0.00151272],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000704293,0.9933779,0.000003171865,0.0002626132,0.001649569,0.001470056,0.0005733515,0.0003648126,0.00159418],"genre_scores_gemma":[0.0001870236,0.9940644,0.0004037366,0.002859391,0.0004176587,0.0003871579,0.0004824319,0.0002659069,0.0009323084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6308778,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028653401","doi":"10.1002/pc.20243","title":"Investigation of water absorption in pultruded composites containing fillers and low profile additives","year":2007,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Distilled water; Materials science; Composite material; Absorption of water; Immersion (mathematics); Composite number; Moisture; Pultrusion; Gravimetric analysis; Humidity; Relative humidity; Glass fiber; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02010350391844477,"gpt":0.2506138431600864,"spread":0.2305103392416417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005658712,0.0001310903,0.0002221037,0.0001620684,0.00009596698,0.00006401803,0.00009469823,0.00005962369,0.0007228531],"category_scores_gemma":[0.0000220014,0.0001056318,0.00002482663,0.00009860424,0.0001818241,0.0002577382,0.00006044384,0.00004967332,0.00004526577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002537253,"about_ca_system_score_gemma":0.00001649293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002510678,"about_ca_topic_score_gemma":0.00006407252,"domain_scores_codex":[0.9988227,0.0001008591,0.0004101769,0.0002238401,0.0001789898,0.0002634164],"domain_scores_gemma":[0.9994453,0.0001832124,0.0001198224,0.0001201147,0.00006498051,0.00006660254],"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":[0.00008832743,0.00002154904,0.01329673,0.00004169625,0.000005159182,0.000001522066,0.00219496,0.00002345464,0.9837178,0.0003479671,0.0000242407,0.0002365714],"study_design_scores_gemma":[0.0004104126,0.00007878578,0.08231287,0.00009782851,0.00001127494,0.000004539312,0.0002634265,0.0005344243,0.9159679,0.000183812,0.000007889912,0.0001268142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986701,0.0002231873,0.0001420043,0.0001540623,0.000146392,0.0002272951,0.00005550855,0.00004430515,0.000337149],"genre_scores_gemma":[0.9985272,0.000005014852,0.001118901,0.00007600128,0.00004930469,0.00001963765,0.0001492387,0.00001260935,0.00004213749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06901614,"threshold_uncertainty_score":0.7914735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992316232","doi":"10.1002/pc.20114","title":"Water absorption of hemp fiber/unsaturated polyester composites","year":2005,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Composite material; Absorption of water; Fiber; Natural fiber; Moisture; Water content; Composite number; Air permeability specific surface; Swelling; Relative humidity; Polyester; Humidity","retraction":null,"screen_n_in":null,"score":{"opus":0.009817293673406767,"gpt":0.2316006398219421,"spread":0.2217833461485353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001827834,0.0004325858,0.0005348723,0.0002613592,0.0002003065,0.000172333,0.0006600322,0.000172354,0.002941524],"category_scores_gemma":[0.000007014517,0.0003176358,0.0002051033,0.0002512851,0.0002326352,0.0007500463,0.0002735247,0.0002360886,0.002856298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000747684,"about_ca_system_score_gemma":0.00002395862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488154,"about_ca_topic_score_gemma":0.000008147508,"domain_scores_codex":[0.9973656,0.0001239254,0.0007733031,0.0005071925,0.0005263867,0.0007036019],"domain_scores_gemma":[0.9986199,0.0001827822,0.0002256374,0.0006044782,0.0001803896,0.0001867749],"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":[0.0001669419,0.00008351527,0.0004202806,0.00004026312,0.00003775495,0.000004071664,0.0003269073,0.0003299411,0.996148,0.0003957931,0.0003400551,0.001706506],"study_design_scores_gemma":[0.0006131779,0.0001320493,0.0003019511,0.00007319317,0.00006048873,0.00006529133,0.00001490899,0.0009670247,0.9949815,0.00005737108,0.002283347,0.0004496965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907812,0.003605026,0.0001315635,0.001110258,0.0002758736,0.000299454,0.00004222872,0.0003125891,0.00344182],"genre_scores_gemma":[0.9916056,0.00001210755,0.00452733,0.0003549134,0.0002840501,0.00001736447,0.0001427573,0.00005270883,0.003003186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004395767,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084800773","doi":"10.1002/pc.20088","title":"Shear and extensional properties of short glass fiber reinforced polypropylene","year":2005,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Composite Material Mechanics","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rheometer; Materials science; Extensional viscosity; Composite material; Polypropylene; Shear (geology); Viscosity; Shear rate; Rheology; Shear viscosity","retraction":null,"screen_n_in":null,"score":{"opus":0.01091823485454874,"gpt":0.1915265061031792,"spread":0.1806082712486305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004620929,0.0001789653,0.0002343017,0.00008895693,0.00004622927,0.00003474232,0.0001152292,0.00006095552,0.0001160503],"category_scores_gemma":[0.000003974563,0.0001616051,0.00004339888,0.00008002065,0.00004827993,0.0001395981,0.00009595072,0.00007927179,0.00003677601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002306572,"about_ca_system_score_gemma":0.000008490175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002273452,"about_ca_topic_score_gemma":0.000001659099,"domain_scores_codex":[0.9991822,0.00001422469,0.0002697527,0.0001486527,0.0001679399,0.000217285],"domain_scores_gemma":[0.9996352,0.00002080271,0.00002005041,0.0002064394,0.00003633944,0.00008112338],"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":[0.0000407872,0.00001064003,0.00004639413,0.00007151919,0.00003692094,0.000001365154,0.0001194559,0.00158159,0.9942351,0.0004695358,0.00007621155,0.003310461],"study_design_scores_gemma":[0.0001537025,0.00004045816,0.0002700136,0.0000799141,0.00002303829,0.00003128951,0.000006966134,0.06331617,0.9352769,0.000004093122,0.0006138242,0.0001836579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933436,0.005234201,0.0002138851,0.0001227956,0.000158863,0.0001334329,0.000009750527,0.0002006116,0.0005828683],"genre_scores_gemma":[0.9975628,0.00003521532,0.001815941,0.00005104161,0.0001332884,0.000009526984,0.000006084473,0.00003872777,0.0003474321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06173458,"threshold_uncertainty_score":0.6590064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159821781","doi":"10.1002/pc.20455","title":"Effects of polymer molecular weight and filler particle size on flow behavior of wood polymer composites","year":2008,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Die swell; Composite material; Melt flow index; Polyethylene; Polymer; Particle size; Shear rate; Particle (ecology); Filler (materials); Rheology; Polystyrene; Extrusion","retraction":null,"screen_n_in":null,"score":{"opus":0.006229496086189522,"gpt":0.2144089227263975,"spread":0.208179426640208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001023801,0.0005277813,0.0008318228,0.0001798056,0.0002336884,0.00004841862,0.0005470284,0.0001799121,0.0003282721],"category_scores_gemma":[0.00004105312,0.0004579811,0.0002458756,0.0004144504,0.0006117232,0.0002977155,0.0002994497,0.0002287846,0.00007577499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003074172,"about_ca_system_score_gemma":0.00004495217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394141,"about_ca_topic_score_gemma":0.000001658671,"domain_scores_codex":[0.9970291,0.0002056313,0.0007631242,0.0006167493,0.0007276027,0.0006578463],"domain_scores_gemma":[0.9975004,0.00108541,0.0003629123,0.0006402379,0.0001237616,0.0002873362],"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":[0.0002917752,0.0003779157,0.005325609,0.0001254244,0.00008547331,0.00008338059,0.000480449,0.00002098588,0.9917148,0.001091848,0.0000754547,0.0003268906],"study_design_scores_gemma":[0.001458574,0.0005876145,0.005175136,0.0001655292,0.0002197758,0.0001070231,0.000008383061,0.0002986011,0.9914504,0.00002173004,0.00001391983,0.0004932962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761571,0.0223009,0.00005786724,0.0002063956,0.0002824333,0.0005053512,0.00006017115,0.0001276807,0.0003020952],"genre_scores_gemma":[0.9974491,0.00005236804,0.001409356,0.0003625886,0.00006681374,0.0000578184,0.00001535481,0.00006704487,0.0005195516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02224853,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972216657","doi":"10.1002/pc.20377","title":"Modification of silica nanoparticles and their application in UDMA dental polymeric composites","year":2007,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Materials science; Composite material; Nanocomposite; Nanoparticle; Dispersion (optics); Compatibility (geochemistry); Silane; Surface modification; Filler (materials); Chemical engineering; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.01281055269592375,"gpt":0.2373937763969937,"spread":0.22458322370107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003355893,0.0002312099,0.000333357,0.000212894,0.0001355273,0.00006174244,0.0002926731,0.00007740151,0.00003266698],"category_scores_gemma":[0.000007461201,0.0001901909,0.00005841684,0.0003489825,0.0002985523,0.0002505707,0.0001264691,0.00008426666,0.00003685787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003125851,"about_ca_system_score_gemma":0.00001867868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294542,"about_ca_topic_score_gemma":0.0001298234,"domain_scores_codex":[0.9983875,0.00008426983,0.0005668658,0.0003709602,0.000190669,0.0003997646],"domain_scores_gemma":[0.9990724,0.0002503149,0.0002074569,0.0003115235,0.00004007393,0.0001182667],"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":[0.0001563669,0.0001841591,0.05761773,0.00003215935,0.000008767191,0.000001038995,0.0008138422,0.00001161373,0.9324234,0.0009566032,0.000006307626,0.007788081],"study_design_scores_gemma":[0.0003796193,0.00008192843,0.03245851,0.00003776884,0.00001403048,0.00002328527,0.0002417999,0.001550937,0.9648419,0.0001069539,0.0000481716,0.0002150643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819034,0.01604312,0.001077841,0.0001814859,0.00007334362,0.0002714234,0.00002478687,0.00007596794,0.0003486724],"genre_scores_gemma":[0.9990375,0.00004270779,0.0006583832,0.0001113916,0.0000450624,0.00002637869,0.00001970859,0.00002257034,0.00003627126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03241859,"threshold_uncertainty_score":0.7755759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966137095","doi":"10.1002/pc.23398","title":"High thermally conductive PLA based composites with tailored hybrid network of hexagonal boron nitride and graphene nanoplatelets","year":2015,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Boron nitride; Thermal conductivity; Electrical conductor; Graphene; Composite number; Microelectronics; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.01144669234567763,"gpt":0.186098914208069,"spread":0.1746522218623914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009448054,0.0002908735,0.0003786776,0.0001020441,0.0000825203,0.00003835465,0.0002110186,0.00006975925,0.00001459129],"category_scores_gemma":[0.00001282523,0.0002442938,0.00004456138,0.0001452882,0.0002901918,0.0001084545,0.00008435296,0.0002096216,0.000004107068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002558492,"about_ca_system_score_gemma":0.00002486557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001310572,"about_ca_topic_score_gemma":0.000007920656,"domain_scores_codex":[0.9989522,0.00004185442,0.0002305849,0.0002429088,0.0001971654,0.0003353643],"domain_scores_gemma":[0.9992535,0.0002268798,0.00009213686,0.0002460087,0.00008190714,0.00009961518],"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":[0.001426388,0.0002792285,0.05657221,0.0003369378,0.001624809,0.0001873461,0.0006912857,0.1823623,0.7334138,0.00535117,0.002828706,0.01492592],"study_design_scores_gemma":[0.0008740489,0.0002702907,0.00643775,0.0001112976,0.00005447175,0.00003393194,0.00006568077,0.004563084,0.9864551,0.0006990898,0.0001134359,0.0003218141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927275,0.003085208,0.002802708,0.0001086905,0.0001208701,0.0001473996,0.00005041534,0.0005975856,0.0003596688],"genre_scores_gemma":[0.9896772,0.00001505664,0.01009078,0.00004044449,0.00004627272,0.00001595968,0.00005512678,0.0000451817,0.00001399624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2530414,"threshold_uncertainty_score":0.9962013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987809248","doi":"10.1002/pc.23498","title":"Effect of coupling agent content and water absorption on the mechanical properties of coir‐agave fibers reinforced polyethylene hybrid composites","year":2015,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Composite material; Absorption of water; Coir; Ultimate tensile strength; Agave; Flexural strength; Molding (decorative); Polyethylene; Fiber; Extrusion; Coupling (piping); Izod impact strength test","retraction":null,"screen_n_in":null,"score":{"opus":0.03336438235135957,"gpt":0.234120988131766,"spread":0.2007566057804065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000843611,0.0003727336,0.0006332104,0.0001371138,0.0001599177,0.00009524141,0.0004599235,0.00008785895,0.00004336141],"category_scores_gemma":[0.00008061825,0.0001976006,0.0001525501,0.0001046339,0.0003876228,0.0002122693,0.0003256499,0.0002051,0.0000519332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006309892,"about_ca_system_score_gemma":0.00002513916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003244524,"about_ca_topic_score_gemma":0.000001638232,"domain_scores_codex":[0.997634,0.0002197006,0.0006863939,0.0003691593,0.000661237,0.0004295237],"domain_scores_gemma":[0.9983087,0.0005474687,0.0002821868,0.0004870173,0.0001959838,0.0001787049],"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":[0.001308976,0.00002360765,0.0001091259,0.0001363631,0.00006303792,0.000003761175,0.0004247992,0.001022312,0.9954436,0.001324434,0.00004261524,0.00009738512],"study_design_scores_gemma":[0.000999085,0.001501448,0.00002226216,0.0003269332,0.0001020467,0.00003534472,0.00006406882,0.01113733,0.9855142,0.0000334423,0.00001000049,0.0002537928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959178,0.002260024,0.0001126844,0.0005241862,0.0002876017,0.0006900756,0.0000219697,0.00008435961,0.0001013014],"genre_scores_gemma":[0.9993261,0.00001732701,0.000176955,0.0001600952,0.00005581549,0.00003511124,0.00002382344,0.0000323831,0.0001724249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011502,"threshold_uncertainty_score":0.8057919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2418682301","doi":"10.1002/pc.24084","title":"Effect of carbon nanotubes on electromagnetic interference shielding of carbon fiber reinforced polymer composites","year":2016,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Space Agency; University of Calgary; University of Waterloo; York University","funders":"Canadian Space Agency","keywords":"Materials science; Composite material; Carbon nanotube; Electromagnetic shielding; Carbon fiber reinforced polymer; EMI; Polymer; Electromagnetic interference; Composite number","retraction":null,"screen_n_in":null,"score":{"opus":0.007461028657480956,"gpt":0.23072532369926,"spread":0.223264295041779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005060391,0.0004826676,0.0008942562,0.0003258443,0.00006982804,0.00005355065,0.0006455224,0.0001667476,0.00110956],"category_scores_gemma":[0.0001086104,0.0003374047,0.0001665122,0.0002784951,0.0003776316,0.0001262014,0.0001853181,0.0001139143,0.00006576347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006680249,"about_ca_system_score_gemma":0.00005116972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005629538,"about_ca_topic_score_gemma":0.000005295877,"domain_scores_codex":[0.9967223,0.0005681001,0.0009209884,0.0005744317,0.0005371777,0.0006769752],"domain_scores_gemma":[0.9970559,0.001464356,0.000508002,0.0007262633,0.0001094074,0.0001360422],"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":[0.0008881851,0.00004979049,0.0006656862,0.0001508792,0.00003891539,0.000003698999,0.0001292971,0.000006364146,0.9965803,0.0009127833,0.00001733693,0.0005567571],"study_design_scores_gemma":[0.001098203,0.006354636,0.0003868729,0.0005899298,0.0001148945,0.00002098966,0.000004387205,0.00007505773,0.990935,0.00004189142,0.000003278498,0.0003749013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950324,0.001445195,0.00001371991,0.0001781988,0.0003312589,0.0003963283,0.00002944316,0.0001237264,0.002449787],"genre_scores_gemma":[0.9975505,0.00002220041,0.0001899469,0.00004848139,0.0001081161,0.00004184884,0.000007345573,0.00005547073,0.001976026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006304845,"threshold_uncertainty_score":0.9999078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025661538","doi":"10.1002/pc.20704","title":"Rheological properties of polypropylene/hemp fiber composites","year":2009,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Rheology; Polypropylene; Composite material; Maleic anhydride; Shear rate; Polymer; Copolymer","retraction":null,"screen_n_in":null,"score":{"opus":0.0171748195907204,"gpt":0.2315364171060002,"spread":0.2143615975152798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001633238,0.0004255057,0.0006320003,0.0001908375,0.0002222158,0.0001328816,0.0008478774,0.0001675935,0.0009075729],"category_scores_gemma":[0.00003218531,0.0003157848,0.0002213709,0.0003396384,0.0003708271,0.0004101449,0.0002172542,0.0002351695,0.0005774601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004187612,"about_ca_system_score_gemma":0.00004291141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009450824,"about_ca_topic_score_gemma":0.000001342956,"domain_scores_codex":[0.9974431,0.0001382943,0.0006986581,0.0005258286,0.0005522173,0.0006419457],"domain_scores_gemma":[0.9986441,0.0001432877,0.0002709452,0.0005862613,0.0001611692,0.0001942024],"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":[0.000232207,0.0001393541,0.0005861104,0.00003404605,0.00002274321,0.000009086724,0.0001668485,0.00006761501,0.9933063,0.0041176,0.0002001682,0.001117893],"study_design_scores_gemma":[0.0004373343,0.0004309465,0.001252894,0.0001354359,0.00004831039,0.00006787132,0.00001831515,0.0003967695,0.9961999,0.0004443473,0.0001369493,0.0004309429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817436,0.01096097,0.000117075,0.0009816184,0.0001876967,0.0003246104,0.00001882454,0.0003504757,0.005315098],"genre_scores_gemma":[0.9928256,0.00001523699,0.004845043,0.0004833887,0.0001334166,0.0000126089,0.00001782552,0.00002546531,0.00164142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108196,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034069904","doi":"10.1002/pc.20143","title":"Preparation and morphology of polypropylene/wood flour composite foams via extrusion","year":2005,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Blowing agent; Materials science; Wood flour; Composite material; Extrusion; Polypropylene; Composite number; Moisture; Water content; Morphology (biology); Foaming agent; Porosity; Polyurethane","retraction":null,"screen_n_in":null,"score":{"opus":0.008275142048681622,"gpt":0.2473983454936472,"spread":0.2391232034449656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001848346,0.000279037,0.0004084915,0.0001707798,0.0002340344,0.000068062,0.0003225647,0.0001174929,0.0002220678],"category_scores_gemma":[0.000007614269,0.0002580202,0.000083781,0.0001702594,0.0002435619,0.0003147647,0.0002262546,0.0001116341,0.0001319675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002739651,"about_ca_system_score_gemma":0.0000277855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000317617,"about_ca_topic_score_gemma":0.00001837203,"domain_scores_codex":[0.9981641,0.0001559913,0.0005057033,0.0004777117,0.0002900637,0.0004064195],"domain_scores_gemma":[0.998979,0.0001418592,0.0002446668,0.0004170257,0.00006436602,0.0001530233],"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":[0.0001656044,0.0001863627,0.003726745,0.00002852479,0.000020625,0.000003217637,0.0005624624,0.00003352464,0.9872602,0.0004709398,0.00009156749,0.007450262],"study_design_scores_gemma":[0.0005347222,0.0002539758,0.003794732,0.0000477055,0.00006122956,0.0001445048,0.00001631324,0.003399546,0.9911432,0.0001376405,0.0001863962,0.000280005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839686,0.01209757,0.001979756,0.0005482808,0.0002369713,0.0001707182,0.00002766025,0.0001586327,0.0008118202],"genre_scores_gemma":[0.9941767,0.00003633549,0.004895932,0.0002603793,0.0001880726,0.0000180917,0.00002538534,0.00002913318,0.0003699753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206123,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967581092","doi":"10.1002/pc.20107","title":"In‐plane anisotropic permeability characterization of deformed woven fabrics by unidirectional injection. Part I: Experimental results","year":2007,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Composite material; Transfer molding; Shearing (physics); Anisotropy; Woven fabric; Permeability (electromagnetism); Homogenization (climate); Composite number; Mold; Ellipse; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.008547061517100267,"gpt":0.227100571351697,"spread":0.2185535098345968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001080234,0.0001378129,0.0001620455,0.0001208643,0.00004557409,0.00001704013,0.00009414388,0.00007389053,0.00003736373],"category_scores_gemma":[0.00001726989,0.0001493171,0.00003029928,0.0002807107,0.00004934756,0.0002183418,0.00002271856,0.0001055215,0.000006549152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138695,"about_ca_system_score_gemma":0.00001380337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009355315,"about_ca_topic_score_gemma":0.00002526939,"domain_scores_codex":[0.9990419,0.00001845431,0.0003834719,0.0001698204,0.0001742513,0.0002121621],"domain_scores_gemma":[0.999628,0.00008603797,0.00006456272,0.0001359939,0.00003328644,0.0000521164],"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":[0.00008584426,0.0001281187,0.02332213,0.00006428039,0.00001789219,0.000001614299,0.0003681445,0.0002190166,0.9753659,0.00003378733,0.0001384749,0.0002547902],"study_design_scores_gemma":[0.0003576216,0.00006347928,0.03290133,0.00002954719,0.000004926967,0.00001475391,0.00003787955,0.0003627092,0.9652135,0.000008308741,0.0008684436,0.0001375163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964316,0.001074714,0.0007333628,0.00003090436,0.0003812404,0.0001044265,0.00007318571,0.000137318,0.001033281],"genre_scores_gemma":[0.9993985,0.00002738469,0.0001113268,0.0000200948,0.00009098116,0.000008922405,0.0001738928,0.00002074743,0.0001481993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015242,"threshold_uncertainty_score":0.6088975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971460530","doi":"10.1002/pc.20069","title":"Numerical simulation of resin infusion and reinforcement consolidation under flexible cover","year":2005,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Mold; Consolidation (business); Reinforcement; Composite material; Cover (algebra); Concrete cover; Composite number; Boundary value problem; Porosity; Mechanical engineering; Mathematics; Engineering; Mathematical analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.01392545395017031,"gpt":0.2551316622965944,"spread":0.2412062083464241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003643391,0.00009426301,0.000113022,0.00005944555,0.00003817832,0.00002362934,0.00004844389,0.00004370728,0.00008913133],"category_scores_gemma":[0.000009882028,0.00009629442,0.00001680849,0.0001067193,0.00003036914,0.0001799741,0.0000233929,0.0000530871,0.00002088242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002935218,"about_ca_system_score_gemma":0.000009051223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001613914,"about_ca_topic_score_gemma":0.00000102006,"domain_scores_codex":[0.99945,0.00001028529,0.0002036525,0.00009196012,0.0001308956,0.0001131545],"domain_scores_gemma":[0.9996665,0.0001149969,0.00003983322,0.0001065066,0.0000340728,0.00003811884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001785755,0.00001302629,0.001426076,0.0000783468,0.00001632773,1.409294e-7,0.0001327602,0.876527,0.1198203,0.0003919079,0.00008932986,0.001486915],"study_design_scores_gemma":[0.0001900233,0.00002161833,0.001883957,0.00004622954,0.000009717952,0.000001492352,0.000004814832,0.3741813,0.6229523,0.00004343306,0.0005794208,0.00008562313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090696,0.003639021,0.08127466,0.0002025101,0.00006563685,0.0001536237,0.000003122043,0.0002563818,0.005335459],"genre_scores_gemma":[0.9988813,0.00004060586,0.0007456384,0.00005766925,0.00004705931,0.000003406577,0.00001249623,0.00001593006,0.0001959118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.503132,"threshold_uncertainty_score":0.3926772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767801897","doi":"10.1002/pc.24632","title":"Electrified single‐walled carbon nanotube/epoxy nanocomposite via vacuum shock technique: Effect of alignment on electrical conductivity and electromagnetic interference shielding","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Nanocomposite; Materials science; Carbon nanotube; Composite material; Epoxy; Raman spectroscopy; Electrical resistivity and conductivity; Electromagnetic shielding; Electrical conductor; Conductivity; Electrical engineering; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.01233084987578406,"gpt":0.2483953600148221,"spread":0.2360645101390381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007974075,0.0005793602,0.0009826033,0.0002603517,0.0004426594,0.000372591,0.0008606277,0.0002371353,0.000140395],"category_scores_gemma":[0.0001520807,0.0005073982,0.0001328835,0.0001574482,0.0003721053,0.0002304389,0.0002899031,0.0002878844,0.00001899731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483959,"about_ca_system_score_gemma":0.00004864717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003613406,"about_ca_topic_score_gemma":0.00001157141,"domain_scores_codex":[0.9963078,0.0006877842,0.0007089778,0.0008966641,0.0005353002,0.0008634303],"domain_scores_gemma":[0.9973262,0.0007141382,0.0006407379,0.001036617,0.00008592083,0.0001963787],"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":[0.0007926708,0.0002104249,0.001231624,0.00008017544,0.00004317697,0.0000139039,0.00007203058,7.318066e-7,0.9965227,0.0003328143,0.0000160883,0.0006836822],"study_design_scores_gemma":[0.001115951,0.008671368,0.002398951,0.0001623706,0.000132787,0.0001205668,0.000001569744,0.00023403,0.9862676,0.0003958462,0.000004396004,0.0004946223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959279,0.001062579,0.0002594122,0.0002426873,0.0002735046,0.001096976,0.000009742723,0.0001657815,0.0009614663],"genre_scores_gemma":[0.9986722,0.00002865432,0.0007174398,0.00006249709,0.0001051251,0.000177492,0.000007519839,0.0000577656,0.0001713484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025514,"threshold_uncertainty_score":0.9997377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386837273","doi":"10.1002/pc.27749","title":"Hemp hurd filled <scp>PLA</scp> ‐ <scp>PBAT</scp> blend biocomposites compatible with additive manufacturing processes: Fabrication, rheology, and material property investigations","year":2023,"lang":"en","type":"article","venue":"Polymer Composites","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Rheology; Extrusion; Composite number; Molding (decorative); Fabrication; Polylactic acid; Polymer; Thermoforming; Wood flour","retraction":null,"screen_n_in":null,"score":{"opus":0.0186607611685403,"gpt":0.2164436187550234,"spread":0.1977828575864831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000273828,0.0005969276,0.000668667,0.0003577941,0.001092456,0.0006183483,0.0005931112,0.0001835079,0.0001667772],"category_scores_gemma":[0.0002427807,0.0003918729,0.00006740046,0.0006394826,0.001009146,0.0006765623,0.000362297,0.0002035669,0.0003590578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003830911,"about_ca_system_score_gemma":0.0001863421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008747599,"about_ca_topic_score_gemma":0.00009117913,"domain_scores_codex":[0.9968391,0.0002745887,0.0006100897,0.0009378829,0.0004591154,0.0008792107],"domain_scores_gemma":[0.997196,0.001378716,0.0003703678,0.0005114143,0.0002282247,0.0003153109],"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":[0.00004108161,0.000171835,0.007990087,0.0004596661,0.0001590688,0.0000154661,0.003434065,0.00002067986,0.973447,0.0002435205,0.01282499,0.00119257],"study_design_scores_gemma":[0.0005094713,0.00025187,0.004285649,0.0002627823,0.0001240893,0.00005253261,0.0009741478,0.0004289723,0.9881794,0.0001357157,0.004606214,0.0001890911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897188,0.005394096,0.0001576578,0.0006390284,0.0003139107,0.0006839168,0.000670417,0.0007014658,0.001720704],"genre_scores_gemma":[0.9902467,0.0002379578,0.002381832,0.0003492342,0.0002555271,0.0004635976,0.0004138199,0.00009420909,0.005557129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0147325,"threshold_uncertainty_score":0.9998533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311876056","doi":"10.1002/pc.27174","title":"The effect of pore size and layout on mechanical and biological properties of <scp>3D</scp>‐printed bone scaffolds with gradient porosity","year":2022,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Porosity; Materials science; Compressive strength; Scaffold; Polycaprolactone; Composite material; Tissue engineering; Biomedical engineering; Polymer","retraction":null,"screen_n_in":null,"score":{"opus":0.006896748611998161,"gpt":0.1759375637487521,"spread":0.169040815136754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002267083,0.0001741959,0.0003379904,0.00003830005,0.0000995263,0.00001896002,0.0001124211,0.00003910847,0.000005825041],"category_scores_gemma":[0.00003708568,0.0001055536,0.00002933774,0.00008809056,0.0001221079,0.00002340651,0.0001534996,0.00009235385,4.532195e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001725256,"about_ca_system_score_gemma":0.000003372144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003123503,"about_ca_topic_score_gemma":0.00000160291,"domain_scores_codex":[0.9991978,0.00009639303,0.0002085293,0.0001546596,0.0001542368,0.000188413],"domain_scores_gemma":[0.9993128,0.0003933943,0.00005101581,0.0001788618,0.00001098404,0.000053003],"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":[0.000101076,0.00002361986,0.001975216,0.0001154978,0.00008084231,0.000005979974,0.0002064979,0.0008903031,0.9961077,0.0002513897,0.00001727796,0.0002246127],"study_design_scores_gemma":[0.0003977029,0.001022523,0.006493032,0.00005286072,0.00003377471,0.00005101413,0.0000386779,0.001596613,0.9901771,0.000006929632,0.0000612877,0.00006847046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953868,0.004055527,0.00001972075,0.00003068045,0.00009953625,0.0002296096,0.00002174441,0.0001123376,0.00004409441],"genre_scores_gemma":[0.9997402,0.0000292968,0.0001082324,0.000005284938,0.00001442206,0.00004084575,0.000003775096,0.00002399209,0.00003394347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005930573,"threshold_uncertainty_score":0.4304349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898911437","doi":"10.1002/pc.25076","title":"The rubber–filler interaction and reinforcement in styrene butadiene rubber/devulcanize natural rubber composites with silica–graphene oxide","year":2018,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Science and Engineering Research Board; Department of Science and Technology, Government of Kerala; University Grants Commission; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Natural rubber; Materials science; Composite material; Styrene-butadiene; Filler (materials); Oxide; Dynamic mechanical analysis; Polymer; Graphene; Copolymer; Styrene","retraction":null,"screen_n_in":null,"score":{"opus":0.007778500634036319,"gpt":0.2196186517021755,"spread":0.2118401510681391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003629072,0.0005250106,0.0004960561,0.00022388,0.0008991087,0.000584384,0.0005830395,0.00009994368,0.0002142392],"category_scores_gemma":[0.00001997128,0.000331193,0.00009379569,0.0004650441,0.000868607,0.0006264843,0.0003869579,0.0003048643,0.0001243179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009485905,"about_ca_system_score_gemma":0.0000538827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00299154,"about_ca_topic_score_gemma":0.001256514,"domain_scores_codex":[0.9970275,0.0002171789,0.000681504,0.0006887947,0.0004941311,0.0008908666],"domain_scores_gemma":[0.9982356,0.0004583962,0.000283633,0.0006354448,0.0001747241,0.0002122414],"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":[0.00105373,0.00008521335,0.009293317,0.00002434956,0.00007484465,0.00001057655,0.0007726856,0.00004545011,0.9854597,0.001167068,0.0002598698,0.001753196],"study_design_scores_gemma":[0.001117306,0.0005380816,0.00914964,0.0001985032,0.00006610957,0.0001354222,0.0002378448,0.001933623,0.9827849,0.00007982348,0.003205334,0.000553465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838925,0.01113181,0.00008686019,0.001298181,0.0005927488,0.0004709558,0.00001710806,0.0001482996,0.002361518],"genre_scores_gemma":[0.9966054,0.0001902513,0.0008761738,0.0007355157,0.0002263487,0.00008370981,0.00002784139,0.00005492984,0.001199841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271287,"threshold_uncertainty_score":0.999914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074818169","doi":"10.1002/pc.20036","title":"Fatigue crack initiation and propagation in polyamide‐6 and in polyamide‐6 nanocomposites","year":2004,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Nanocomposite; Polyamide; Crack closure; Fracture mechanics; Microstructure; Modulus; Deformation (meteorology); Paris' law; Stress concentration; Cyclic stress; Stress (linguistics); Crack growth resistance curve","retraction":null,"screen_n_in":null,"score":{"opus":0.01744904272803291,"gpt":0.2409461956751324,"spread":0.2234971529470995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002851244,0.0003259046,0.0004005694,0.0004303162,0.0001818837,0.0002684073,0.0002028105,0.0001299201,0.00004058117],"category_scores_gemma":[0.00002660495,0.0002978303,0.00003728917,0.0003840788,0.0002438044,0.0008228003,0.0001767861,0.0001850652,0.00002777848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009233497,"about_ca_system_score_gemma":0.00006275361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003035416,"about_ca_topic_score_gemma":0.0006116901,"domain_scores_codex":[0.9979311,0.0001604392,0.0005894556,0.0005521467,0.0002600611,0.0005067998],"domain_scores_gemma":[0.9992859,0.0001490832,0.0001595631,0.0002340719,0.00003657548,0.0001348367],"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":[0.0001351017,0.0001271169,0.06873833,0.00006174073,0.000005347762,0.00001725185,0.001508222,0.00008914917,0.926769,0.001228875,0.000003734479,0.001316093],"study_design_scores_gemma":[0.00143225,0.0001429523,0.08083163,0.0002683931,0.00001504355,0.00005869098,0.0001036989,0.0004783899,0.9154418,0.0008369098,0.00001924363,0.0003709761],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828528,0.01452919,0.0001488895,0.001316106,0.0001285624,0.0004555729,0.00001934133,0.00009293758,0.0004565904],"genre_scores_gemma":[0.9981017,0.0001711005,0.00108306,0.0004090583,0.00006142534,0.00006130013,0.00002517446,0.00003241812,0.0000547637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524889,"threshold_uncertainty_score":0.9999474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908632235","doi":"10.1002/pc.25206","title":"Stress distributions in nanocomposite sandwich cylinders reinforced by aggregated carbon nanotube","year":2019,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Canadian Institute for Advanced Research","funders":"","keywords":"Materials science; Nanocomposite; Carbon nanotube; Composite material; Volume fraction; Deflection (physics); Finite element method; Rotational symmetry; Micromechanics; Cylinder; Representative elementary volume; Composite number; Structural engineering; Microstructure; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.002387320693595764,"gpt":0.1795805254245985,"spread":0.1771932047310028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004695314,0.0002936133,0.0003644427,0.0002274402,0.00006885571,0.00009313248,0.000236518,0.0001323626,0.0001246457],"category_scores_gemma":[0.000003007929,0.0002980918,0.0001131058,0.000681994,0.00003123815,0.0001559179,0.00004986784,0.0002185611,0.00002381745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275928,"about_ca_system_score_gemma":0.00001351439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004175709,"about_ca_topic_score_gemma":0.00007154327,"domain_scores_codex":[0.9986426,0.00003941442,0.0004124808,0.0002923113,0.0002173994,0.0003958213],"domain_scores_gemma":[0.9993735,0.00006163846,0.00006477729,0.0003552956,0.00004411849,0.000100667],"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":[0.00002676558,0.00002388875,0.0280009,0.00004264501,0.0001335759,0.000003924186,0.000231389,0.1324039,0.8381785,0.0002451525,0.000205635,0.0005037782],"study_design_scores_gemma":[0.0006407032,0.00002720188,0.002180212,0.00007250599,0.0000481371,0.000004262946,0.00002677536,0.366152,0.6303223,0.000008625651,0.0001685071,0.0003487949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898703,0.003311654,0.001520901,0.00008811739,0.0002547156,0.0002736325,0.00008931565,0.0002594412,0.004331894],"genre_scores_gemma":[0.9983739,0.00007250318,0.0001563627,0.00003688388,0.00003470977,0.00001407453,0.0009168045,0.00004040204,0.0003544088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2337481,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4317754412","doi":"10.1002/pc.27213","title":"From <scp>two‐dimensional</scp> materials to polymer nanocomposites with emerging multifunctional applications: A critical review","year":2023,"lang":"en","type":"review","venue":"Polymer Composites","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"H2020 European Institute of Innovation and Technology; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Nanocomposite; Materials science; Nanotechnology; Polymer; Compatibility (geochemistry); Polymer nanocomposite; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.04988295539848927,"gpt":0.3468555603807956,"spread":0.2969726049823064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006920347,0.001263663,0.003521926,0.0004754209,0.0005271147,0.0005608675,0.00111567,0.0002876991,0.002568649],"category_scores_gemma":[0.0001864304,0.0009699138,0.000447306,0.0009224707,0.0002368231,0.0003073454,0.000762125,0.0002581165,0.01016611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137287,"about_ca_system_score_gemma":0.0003300576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005863534,"about_ca_topic_score_gemma":0.000009163787,"domain_scores_codex":[0.9934269,0.0007226048,0.001969657,0.001802874,0.001009768,0.001068209],"domain_scores_gemma":[0.9943582,0.002813113,0.0006992881,0.001310145,0.0002571424,0.0005620588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003044049,0.0003142332,0.000001505798,0.02730309,0.0004345371,0.00007619161,0.00008022534,0.000003894324,0.9361604,0.001290428,0.01343268,0.02087233],"study_design_scores_gemma":[0.0003064963,0.00009474262,7.989953e-7,0.04723987,0.002103367,0.0001276941,0.000009841166,0.0000016768,0.4202677,0.00009556596,0.5291371,0.000615123],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009178449,0.9901245,0.0002228791,0.000283981,0.001223799,0.002849523,0.003561059,0.0006295973,0.0001867664],"genre_scores_gemma":[0.00005945853,0.9778239,0.004247587,0.002310894,0.002690775,0.006697207,0.003567651,0.0004438783,0.002158688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5158927,"threshold_uncertainty_score":0.9992751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060651281","doi":"10.1002/pc.21041","title":"X‐ray diffraction, Raman, and differential thermal analyses of the thermal aging of a Kevlar®‐PBI blend fabric","year":2011,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Crystallinity; Materials science; Raman spectroscopy; Glass transition; Composite material; Crystallite; Kevlar; Diffraction; Differential scanning calorimetry; Ultimate tensile strength; Polymer; Differential thermal analysis; Thermal; Composite number; Thermodynamics; Optics; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.04183514149115288,"gpt":0.2550990309307105,"spread":0.2132638894395576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008339908,0.0001540172,0.0002439993,0.00008027154,0.0001489093,0.0000365101,0.00028997,0.00004348309,0.0009671077],"category_scores_gemma":[0.00001153105,0.00009454764,0.0000881054,0.0001480843,0.0003310299,0.000184135,0.0001646477,0.00006687914,0.000004820821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000590226,"about_ca_system_score_gemma":0.00002534173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008495973,"about_ca_topic_score_gemma":0.00001075024,"domain_scores_codex":[0.9988904,0.0001765278,0.000325801,0.000186448,0.0002265326,0.000194261],"domain_scores_gemma":[0.9993107,0.00005772879,0.0002494792,0.0002757959,0.00005651677,0.0000498322],"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":[0.00006409753,0.00008843257,0.0283529,0.00003876911,0.00004327769,4.312268e-7,0.00188229,0.000009888648,0.9688092,0.0001982399,0.000008294144,0.0005041585],"study_design_scores_gemma":[0.0002305836,0.00003321626,0.1486017,0.00003626049,0.00008107933,0.000003161527,0.00009152941,0.0002885438,0.8504995,0.00002139816,0.00001269416,0.0001003402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945559,0.003346986,0.0003805298,0.00007168063,0.0002177706,0.00009918667,0.0000156371,0.00003129686,0.001280993],"genre_scores_gemma":[0.9994099,0.00002081741,0.0001090563,0.00007111252,0.00004276663,0.000005428447,0.000002376107,0.00001500735,0.0003235869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202488,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068521809","doi":"10.1002/pc.22627","title":"Mechanical and thermal properties of polypropylene/montmorillonite nanocomposites using stearic acid as both an interface and a clay surface modifier","year":2013,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Stearic acid; Materials science; Nanocomposite; Montmorillonite; Polypropylene; Crystallization; Differential scanning calorimetry; Dispersion (optics); Composite material; Ultimate tensile strength; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02355356273707078,"gpt":0.2392068760395139,"spread":0.2156533133024431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002366927,0.000468811,0.0006304496,0.0001231679,0.0003606596,0.0004556189,0.0004273768,0.0001638176,0.0002264805],"category_scores_gemma":[0.000008978892,0.000347783,0.00008148212,0.0001723936,0.0005282795,0.001077513,0.0005017025,0.0001858558,0.00004390887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002939093,"about_ca_system_score_gemma":0.0000629452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006875371,"about_ca_topic_score_gemma":0.00001873943,"domain_scores_codex":[0.9974322,0.0003279586,0.0005864116,0.0006546848,0.00037314,0.0006256181],"domain_scores_gemma":[0.9987893,0.00007578159,0.0002386001,0.0004658689,0.0001139469,0.0003165336],"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":[0.0002376154,0.0001506924,0.001723455,0.00009796083,0.00005335831,0.000002823745,0.001468716,0.00005737387,0.9947805,0.0002670677,0.000004099209,0.00115629],"study_design_scores_gemma":[0.0005416314,0.000523343,0.000708773,0.0001779986,0.00008827982,0.0001112887,0.0002652145,0.0129679,0.9840385,0.00008011208,0.00001465891,0.0004822891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639326,0.03474212,0.0001269208,0.000197135,0.0001609606,0.0005538373,0.00002163228,0.0001205866,0.0001442376],"genre_scores_gemma":[0.9959623,0.00007460192,0.003390776,0.0001707633,0.00007030192,0.00002340981,0.000003340777,0.00006367559,0.0002408134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03466752,"threshold_uncertainty_score":0.9998974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990253986","doi":"10.1002/pc.10039","title":"Analysis of dynamic flows through porous media. Part II: Deformation of a double‐scale fibrous reinforcement","year":2003,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Composite Material Mechanics","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Porous medium; Materials science; Porosity; Saturation (graph theory); Composite material; Mechanics; Pressure drop; Flow (mathematics); Composite number; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.008520323959928567,"gpt":0.2094311381453351,"spread":0.2009108141854065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009468923,0.0002051653,0.00048653,0.0002568149,0.00005467442,0.00001823535,0.0001789336,0.00007800639,0.0002155447],"category_scores_gemma":[0.000003761534,0.000207539,0.0001553248,0.0006795556,0.00002434515,0.0001824349,0.00005983985,0.00006671286,0.000008236323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000069979,"about_ca_system_score_gemma":0.00001229969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120858,"about_ca_topic_score_gemma":0.00009495868,"domain_scores_codex":[0.9986776,0.00002138095,0.0006343827,0.0001468689,0.0002729474,0.0002468404],"domain_scores_gemma":[0.9993046,0.00004141719,0.0001432742,0.0003988968,0.00005815672,0.0000536383],"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":[0.00009139648,0.00009457946,0.0004826112,0.000223233,0.001119538,0.000001798229,0.004147595,0.1047963,0.8851489,0.003192206,0.000040733,0.000661142],"study_design_scores_gemma":[0.0004877013,0.00008308749,0.0001473683,0.00004392336,0.0005881242,0.000005108429,0.00007016737,0.1434636,0.8546813,0.00006976869,0.0001531289,0.0002067349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899499,0.001244775,0.006017051,0.00001243468,0.0004412061,0.0001840546,0.00004269102,0.000128029,0.00197983],"genre_scores_gemma":[0.9979743,0.0000568398,0.001702061,0.00001237757,0.00001554741,0.00001680956,0.0001630484,0.00002675822,0.00003225459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03866731,"threshold_uncertainty_score":0.8463196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895888369","doi":"10.1002/pc.25057","title":"Free vibration of size and temperature‐dependent carbon nanotube (CNT)‐reinforced composite nanoplates with CNT agglomeration","year":2018,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"Texas A and M University","keywords":"Materials science; Carbon nanotube; Composite material; Composite number; Economies of agglomeration; Vibration; Volume fraction","retraction":null,"screen_n_in":null,"score":{"opus":0.003959441060590188,"gpt":0.1935225009895261,"spread":0.1895630599289359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001006274,0.0002822073,0.000338801,0.00009202049,0.0002896734,0.0001666274,0.0002661882,0.0001118091,0.0001159867],"category_scores_gemma":[0.00003077633,0.0002087027,0.00003839255,0.0001844143,0.0004748628,0.000252244,0.0001392167,0.0001012556,0.000007292481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002137598,"about_ca_system_score_gemma":0.00003735441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004801102,"about_ca_topic_score_gemma":0.0001954051,"domain_scores_codex":[0.9984905,0.00007916562,0.0003808634,0.0003813384,0.000354039,0.0003141116],"domain_scores_gemma":[0.9989722,0.0001968934,0.0002139538,0.0003386911,0.0001708372,0.0001073652],"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":[0.0002880376,0.00002856055,0.00299416,0.00004945605,0.00003108072,0.000003308081,0.0007124273,0.00007354276,0.9947392,0.0009764783,0.0000473063,0.00005646447],"study_design_scores_gemma":[0.0008090013,0.0005939071,0.006353825,0.0001037636,0.00006318349,0.00005432457,0.00004410281,0.0006132228,0.9908797,0.00019306,0.00001424668,0.0002776626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979576,0.0005342039,0.0001640749,0.0002614837,0.0003036415,0.0002502206,0.00008454387,0.00007283687,0.0003713798],"genre_scores_gemma":[0.9971147,0.00001033295,0.00214915,0.0002526652,0.0001670752,0.0000108087,0.00002813921,0.00002078137,0.0002463571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003859478,"threshold_uncertainty_score":0.851065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055784878","doi":"10.1002/pc.22442","title":"Mechanical and morphological properties of wood plastic composites based on municipal plastic waste","year":2013,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Centre québécois sur les matériaux fonctionnels","keywords":"Materials science; Polypropylene; Composite material; Polyethylene; Wood flour; Compatibilization; Izod impact strength test; Polymer; Wood-plastic composite; Sawdust; Compatibility (geochemistry); Copolymer; Polymer blend; Composite number; Ultimate tensile strength; Pulp and paper industry","retraction":null,"screen_n_in":null,"score":{"opus":0.01805351201129477,"gpt":0.2172728381524908,"spread":0.199219326141196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001252027,0.0004269436,0.0005988288,0.0002152517,0.0002067508,0.0001857812,0.000584611,0.0001660387,0.000482159],"category_scores_gemma":[0.0001473952,0.0003061449,0.0001180534,0.0002205487,0.0004260119,0.0002802321,0.0003422116,0.0002921242,0.0002874083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003500438,"about_ca_system_score_gemma":0.00002851341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002228523,"about_ca_topic_score_gemma":0.000003712487,"domain_scores_codex":[0.9975705,0.0001868591,0.000589989,0.0005435161,0.0005360207,0.0005730935],"domain_scores_gemma":[0.997556,0.001417566,0.0002067892,0.0004662852,0.0001044608,0.0002489374],"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":[0.0002751409,0.000139895,0.0003274019,0.00008093449,0.00002249948,0.00001099201,0.00008639204,0.001437606,0.9966176,0.0008825719,0.00005531139,0.00006370498],"study_design_scores_gemma":[0.0007229368,0.0007534586,0.0003932917,0.0002480845,0.00005600211,0.00004133631,0.00003817975,0.09165668,0.9056522,0.00008265052,0.000006267646,0.0003489027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972119,0.00112361,0.0002542566,0.0002666373,0.0003268825,0.0004046925,0.0000259331,0.0001704686,0.0002156226],"genre_scores_gemma":[0.9976266,0.000004838425,0.001850504,0.0002601169,0.00007833396,0.00006419173,0.00001494857,0.00003618989,0.00006426416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09096534,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2584769507","doi":"10.1002/pc.24292","title":"Influence of graphene oxide and graphene nanosheet on the properties of polyvinylidene fluoride nanocomposites","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Polyvinylidene fluoride; Graphene; Masterbatch; Nanocomposite; Composite material; Nanosheet; Fourier transform infrared spectroscopy; Oxide; Scanning electron microscope; Thermal stability; Compression molding; Polymer; Chemical engineering; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.01454328750218322,"gpt":0.2079175104737657,"spread":0.1933742229715825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000098269,0.0002270216,0.0003501928,0.00009382652,0.0002540532,0.00006293716,0.0004104672,0.00005395642,0.000004906988],"category_scores_gemma":[0.00006823165,0.0001584061,0.00006609308,0.00006997936,0.0003972864,0.0002132273,0.00009956815,0.00007937079,0.000002193148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006389721,"about_ca_system_score_gemma":0.00000620005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004349863,"about_ca_topic_score_gemma":0.00001247071,"domain_scores_codex":[0.9990317,0.00003846729,0.0003526334,0.0001750348,0.0001717173,0.00023041],"domain_scores_gemma":[0.9989809,0.000133852,0.0001747175,0.0005946021,0.00005650663,0.00005937999],"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":[0.00004298748,0.00002030568,0.007112415,0.0001103234,0.00007051144,0.00000153443,0.0001225585,0.009383745,0.9801783,0.002791116,0.00001026609,0.0001559466],"study_design_scores_gemma":[0.0001811324,0.00004901294,0.03627183,0.0003264044,0.00002870621,0.000007078717,0.00001471483,0.0002508094,0.9623742,0.0003055677,0.00001785814,0.0001726984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966486,0.002488953,0.0000230445,0.00008897319,0.0000934943,0.0001102475,0.00001881933,0.00008676519,0.0004410831],"genre_scores_gemma":[0.9993031,0.0001756403,0.0003665472,0.00003760945,0.0000304552,0.00001487732,0.000001890403,0.00003340033,0.00003649213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02915942,"threshold_uncertainty_score":0.6459612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055121120","doi":"10.1002/pc.23316","title":"Effect of nanocrystalline cellulose on morphological, thermal, and mechanical properties of Nylon 6 composites","year":2014,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Ultimate tensile strength; Flexural strength; Compounding; Izod impact strength test; Nylon 6; Nanocomposite; Elongation; Nanocrystalline material; Flexural modulus; Cellulose; Dispersion (optics); Polymer; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0161717459932577,"gpt":0.2580225393456663,"spread":0.2418507933524086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004831176,0.0002549929,0.000621349,0.00008918817,0.0001143898,0.00002550221,0.0002967905,0.00007046227,0.00007054634],"category_scores_gemma":[0.0001553376,0.0001595747,0.00008552326,0.0001172646,0.0006461373,0.00009015708,0.0003257375,0.0001248784,0.00002103537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000145648,"about_ca_system_score_gemma":0.000008704997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004959746,"about_ca_topic_score_gemma":0.000001454084,"domain_scores_codex":[0.9979671,0.0005223377,0.0003878997,0.000365606,0.0004106831,0.0003464227],"domain_scores_gemma":[0.9983538,0.0009552155,0.0001889427,0.0003257564,0.00007599701,0.0001003169],"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":[0.0006498648,0.0001776662,0.0004235556,0.000318237,0.00002675673,0.00000602272,0.00009051247,0.00003534663,0.9965737,0.0007087225,0.00001800371,0.0009716403],"study_design_scores_gemma":[0.0006026198,0.002716196,0.0001370774,0.000175934,0.00003509827,0.000009266268,0.00001070694,0.000853396,0.9952093,0.00005552519,0.000033821,0.0001610255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994127,0.00455134,0.0002862693,0.0001809354,0.00005782314,0.0003029764,0.00001295917,0.00005667627,0.0004239652],"genre_scores_gemma":[0.9989719,0.0000731984,0.0007405708,0.00003170656,0.00004158705,0.00002540571,0.000004181823,0.000020591,0.0000908368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004844867,"threshold_uncertainty_score":0.6507269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2409176285","doi":"10.1002/pc.24096","title":"Morphological, thermal, mechanical, and rheological properties of high density polyethylene reinforced with Illite clay","year":2016,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Composite material; High-density polyethylene; Ultimate tensile strength; Maleic anhydride; Rheology; Montmorillonite; Absorption of water; Polyethylene; Thermal stability; Extrusion; Modulus; Polystyrene; Illite; Copolymer; Polymer; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01688421620625459,"gpt":0.1995541705529553,"spread":0.1826699543467007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002301957,0.000332441,0.0005668385,0.0000763347,0.0002251877,0.00007929103,0.0003971461,0.0001514113,0.0004307467],"category_scores_gemma":[0.0000315221,0.0001515582,0.00007661962,0.0001298478,0.001014276,0.0002848921,0.0003413208,0.0001008,0.00005572117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001835283,"about_ca_system_score_gemma":0.00003608665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006460058,"about_ca_topic_score_gemma":0.000005395521,"domain_scores_codex":[0.9980015,0.0002026042,0.0004525619,0.0005094892,0.0003346773,0.0004992402],"domain_scores_gemma":[0.9988536,0.0001948467,0.0002175694,0.0004507172,0.0001035722,0.000179689],"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":[0.0008595112,0.00006240072,0.001040811,0.00003118544,0.0000349778,0.00001726944,0.0001119304,0.000003753993,0.9940039,0.002571806,0.00002672285,0.001235715],"study_design_scores_gemma":[0.0007878114,0.0007873705,0.001942163,0.0001861981,0.00005132145,0.0001168693,0.00001908174,0.0000405792,0.9956205,0.00007231254,0.00004321625,0.0003325763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915891,0.005890173,0.000623331,0.001238661,0.00009148761,0.0002408479,0.00002693207,0.0001523964,0.0001471039],"genre_scores_gemma":[0.997125,0.0002165507,0.001551318,0.0004064598,0.00005593164,0.000028387,0.000002573305,0.00002526274,0.0005885392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005673622,"threshold_uncertainty_score":0.6180362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132320704","doi":"10.1002/pc.25978","title":"Mechanical and thermal study of <scp>3D</scp> printing composite filaments from wind turbine waste","year":2021,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Thermogravimetric analysis; Ultimate tensile strength; Composite material; Polylactic acid; Composite number; Fiber; Fused filament fabrication; Fabrication; Flexural strength; 3D printing; Polymer","retraction":null,"screen_n_in":null,"score":{"opus":0.01169202172332773,"gpt":0.2100409645934604,"spread":0.1983489428701326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006333888,0.0002339098,0.0003487511,0.0000809933,0.00009304746,0.00005826236,0.0002158118,0.00008907564,0.00002430384],"category_scores_gemma":[0.00004335838,0.0002276466,0.00005029543,0.0001224748,0.00005580573,0.0000748289,0.0004500729,0.0002734074,0.000007657292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001492038,"about_ca_system_score_gemma":0.000005711984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006707026,"about_ca_topic_score_gemma":0.000006619434,"domain_scores_codex":[0.9988754,0.00005653816,0.0003027987,0.0003066571,0.000186604,0.0002720205],"domain_scores_gemma":[0.9991176,0.0003757479,0.00007290104,0.000342248,0.00003514776,0.00005633236],"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":[0.000004582857,0.0001985981,0.0163167,0.0000436924,0.0003501166,0.00003649196,0.0009574997,0.0009320413,0.9745256,0.00005925657,0.00004647531,0.006528971],"study_design_scores_gemma":[0.0005362017,0.00007117313,0.0371407,0.00008203656,0.00006538379,0.0000061726,0.0009482869,0.00453571,0.9563928,0.00007026946,0.000048795,0.000102456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969522,0.001356654,0.0003631202,0.00002414147,0.0001485908,0.0001250854,0.00002877464,0.000439659,0.0005617525],"genre_scores_gemma":[0.9974809,0.00001791038,0.002285439,0.00001632741,0.00006377919,0.00000599861,0.00002255907,0.00003654167,0.00007057543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082401,"threshold_uncertainty_score":0.9283161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221120428","doi":"10.1002/pc.26608","title":"Improving the thermal properties of olive/bamboo fiber‐based epoxy hybrid composites","year":2022,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"King Saud University","keywords":"Materials science; Composite material; Thermogravimetric analysis; Epoxy; Composite number; Dynamic mechanical analysis; Bamboo; Fiber; Thermal stability; Dynamic modulus; Modulus; Polymer","retraction":null,"screen_n_in":null,"score":{"opus":0.01354476815714901,"gpt":0.2058331809364535,"spread":0.1922884127793045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003928421,0.0003923372,0.0004660714,0.0001800415,0.001108389,0.0001921822,0.001509656,0.00004057633,0.001201755],"category_scores_gemma":[0.00002504739,0.0002750801,0.0002472674,0.000346834,0.0004178936,0.000297305,0.0009734431,0.000417721,0.0001239907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000965428,"about_ca_system_score_gemma":0.0001230428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008168424,"about_ca_topic_score_gemma":0.000002207353,"domain_scores_codex":[0.9969528,0.0004164119,0.0006483261,0.0004931515,0.0008626223,0.0006266796],"domain_scores_gemma":[0.9981277,0.0003861832,0.0004540822,0.0007983681,0.0001225832,0.0001110785],"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":[0.0002094185,0.0000909759,0.0009188384,0.0001063597,0.00003767902,0.00001120185,0.0003082632,0.003821397,0.9934719,0.0003480373,0.0001551734,0.0005207061],"study_design_scores_gemma":[0.0004922803,0.0002516489,0.0002063063,0.00005942713,0.0000760922,0.00006913047,0.00007324806,0.009177803,0.9889324,0.00002274302,0.0002591188,0.0003798586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850915,0.0121363,0.00008680432,0.0005646959,0.0003871086,0.000539283,0.00008960693,0.000232865,0.000871807],"genre_scores_gemma":[0.9973038,0.000002442622,0.0009986489,0.000669025,0.0001203028,0.0001310046,0.00003431079,0.00005765829,0.0006827596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221232,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033844731","doi":"10.1002/pc.25672","title":"Mechanical properties of extruded glass fiber reinforced thermoplastic polyolefin composites","year":2020,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Université de Montréal","funders":"","keywords":"Materials science; Composite material; Ultimate tensile strength; Polyolefin; Toughness; Izod impact strength test; Brittleness; Heat deflection temperature; Glass fiber; Flexural strength; Polypropylene; Flexural modulus; Thermoplastic; Fiber; Ductility (Earth science)","retraction":null,"screen_n_in":null,"score":{"opus":0.02151694417610785,"gpt":0.2203199053125729,"spread":0.198802961136465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001408435,0.0005247708,0.0007989745,0.0001332489,0.0002179371,0.0001755935,0.001061516,0.0001836207,0.001163367],"category_scores_gemma":[0.00009865521,0.0004205764,0.0002628884,0.00046876,0.0003087369,0.0004590135,0.0005398736,0.0003234826,0.0009754754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004592665,"about_ca_system_score_gemma":0.00007784747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001216649,"about_ca_topic_score_gemma":0.000001933867,"domain_scores_codex":[0.9968483,0.0001762884,0.0009295732,0.0006322779,0.0007373631,0.0006761514],"domain_scores_gemma":[0.9982002,0.0003231779,0.0003854264,0.0005442947,0.0001731888,0.0003737364],"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":[0.0005622812,0.00003181158,0.00006772469,0.0001433747,0.0000620857,0.00001030759,0.0004563553,0.0004677885,0.9940411,0.00375818,0.0001988675,0.0002000814],"study_design_scores_gemma":[0.0008007749,0.0003670088,0.00005894168,0.0001728907,0.0000946122,0.00003495961,0.00003732653,0.009294843,0.9884055,0.00004081376,0.0001734962,0.0005187839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923405,0.00330154,0.0006090175,0.001506027,0.0002395866,0.000455946,0.00004540256,0.0004336031,0.001068369],"genre_scores_gemma":[0.9954486,0.000008581744,0.00273432,0.0008894754,0.0001870532,0.0000290983,0.00002800556,0.00006951274,0.000605276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008827055,"threshold_uncertainty_score":0.9998246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321445466","doi":"10.1002/pc.27245","title":"Enhancement of piezoelectric <scp>β‐polymorph</scp> formation and properties of graphene oxide and <scp>PZT</scp>‐incorporated in <scp>PVDF‐HFP</scp> matrix for energy harvesting applications","year":2023,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Fondation OCP","keywords":"Materials science; Differential scanning calorimetry; Composite material; Lead zirconate titanate; Thermal stability; Fourier transform infrared spectroscopy; Graphene; Composite number; Ultimate tensile strength; Oxide; Chemical engineering; Ferroelectricity; Nanotechnology; Dielectric","retraction":null,"screen_n_in":null,"score":{"opus":0.01571730176143997,"gpt":0.2168143696500832,"spread":0.2010970678886432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002240305,0.0003573485,0.0005604053,0.000602828,0.000146046,0.00007458805,0.0001828412,0.0001286016,6.208733e-7],"category_scores_gemma":[0.0002236932,0.0003596743,0.00006683272,0.001017491,0.0001229696,0.0004045052,0.00008692822,0.0000999515,0.000002723175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003792497,"about_ca_system_score_gemma":0.00002373346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002618929,"about_ca_topic_score_gemma":0.00004711071,"domain_scores_codex":[0.9980056,0.00006208829,0.0008384826,0.0003415841,0.0002146621,0.0005376206],"domain_scores_gemma":[0.9983221,0.000839086,0.0003376523,0.0002576214,0.0001198476,0.0001236502],"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":[0.000004147513,0.00004728884,0.001532542,0.0006945075,0.00006647215,0.000001304445,0.0004783733,0.008978585,0.9844096,0.001817698,0.00009570362,0.001873819],"study_design_scores_gemma":[0.0005842546,0.00009637435,0.001239633,0.0002078053,0.000056938,0.00001286299,0.0003510146,0.03479255,0.961315,0.0007582473,0.0005175896,0.00006771846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524109,0.006997458,0.03946155,0.000009755525,0.0000833875,0.0004260373,0.00006099551,0.0003030218,0.0002468732],"genre_scores_gemma":[0.9938031,0.0007330415,0.004260148,0.00001781025,0.00006322262,0.0003821505,0.0001582172,0.00007869013,0.0005035831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04139222,"threshold_uncertainty_score":0.9998855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089155095","doi":"10.1002/pc.23181","title":"Impact of BaTiO<sub>3</sub> as insulative ferroelectric barrier on the broadband dielectric properties of MWCNT/PVDF nanocomposites","year":2014,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Technology Futures","keywords":"Materials science; Composite material; Dielectric; Nanocomposite; Percolation threshold; Percolation (cognitive psychology); Carbon nanotube; Ferroelectricity; Dielectric loss; Permittivity; Barium titanate; Dissipation factor; Dissipation; Electrical resistivity and conductivity; Ceramic","retraction":null,"screen_n_in":null,"score":{"opus":0.006992690108671503,"gpt":0.1941727581694263,"spread":0.1871800680607548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000161641,0.0003390326,0.0004943792,0.0002977002,0.0001091833,0.00005547943,0.0003082689,0.00009083325,0.00007259904],"category_scores_gemma":[0.00008778113,0.0002162379,0.0002039201,0.0006599207,0.00009324772,0.0001182229,0.00003764702,0.0001629765,0.00002563954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005472927,"about_ca_system_score_gemma":0.00004300279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001485043,"about_ca_topic_score_gemma":0.000002596999,"domain_scores_codex":[0.9985037,0.0001316906,0.0004573952,0.0002147066,0.0002897295,0.0004027955],"domain_scores_gemma":[0.9990208,0.000324521,0.0001589361,0.0003287855,0.00009163591,0.00007530171],"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":[0.0001004489,0.00008766969,0.001243702,0.0000663905,0.0002423144,4.516244e-7,0.0003667079,0.0006714548,0.9899453,0.001160142,0.0001060976,0.0060093],"study_design_scores_gemma":[0.0002840318,0.0006660296,0.005104556,0.00009213859,0.00005420611,0.00000492482,0.000005848367,0.01244059,0.9808284,0.000251163,0.00001825693,0.0002498401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927744,0.002547858,0.0001528778,0.00003076707,0.0001016656,0.0003080697,0.00001390684,0.000104569,0.003965858],"genre_scores_gemma":[0.9996465,0.00009765337,0.00001282663,0.00003964363,0.00007590128,0.00003186363,0.000006979875,0.00005287511,0.00003579322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01176914,"threshold_uncertainty_score":0.8817927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605562228","doi":"10.1002/pc.24383","title":"Mechanical and morphological properties of cellulose nanocrystal‐polypropylene composites","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Materials science; Composite material; Ultimate tensile strength; Polypropylene; Extrusion; Rheology; Modulus; Cellulose; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03777633868308457,"gpt":0.2783900321389203,"spread":0.2406136934558358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002636423,0.0002636989,0.000511845,0.00006983578,0.0006978378,0.0001877962,0.0006883207,0.00008408148,0.0001346103],"category_scores_gemma":[0.0001547179,0.0001884342,0.00008297877,0.0000479466,0.001418891,0.000334323,0.0011898,0.0001530296,0.00004840128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310607,"about_ca_system_score_gemma":0.00002779375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045239,"about_ca_topic_score_gemma":0.000007741918,"domain_scores_codex":[0.9980841,0.0001257896,0.0003714908,0.0004862861,0.0004299968,0.0005023271],"domain_scores_gemma":[0.9986274,0.0001465933,0.0002640194,0.0006723971,0.0001153062,0.0001743446],"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":[0.0001604986,0.0001483341,0.001679454,0.0001036702,0.00002873149,0.00003928493,0.0001326803,0.000001753962,0.9952082,0.001928964,0.00004079032,0.0005276591],"study_design_scores_gemma":[0.0004392684,0.0002198822,0.00132681,0.0001040818,0.00002886148,0.00004065018,0.00005337713,0.0002764566,0.9967697,0.0004346207,0.00007205555,0.0002342026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862697,0.01148785,0.0004212758,0.0006815977,0.0001324498,0.0002563988,0.00002790758,0.00008093641,0.0006418534],"genre_scores_gemma":[0.9958557,0.0002136835,0.003262909,0.00004190913,0.00007303861,0.00003126663,0.000002927306,0.00002287706,0.0004956442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127417,"threshold_uncertainty_score":0.7684124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2557199222","doi":"10.1002/pc.24259","title":"Enhanced properties of polylactide by incorporating cellulose nanocrystals","year":2016,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Materials science; Nanocomposite; Dynamic mechanical analysis; Crystallization; Composite material; Nucleation; Casting; Nanocrystal; Scanning electron microscope; Cellulose; Glass transition; Transmission electron microscopy; Modulus; Percolation (cognitive psychology); Polymer; Chemical engineering; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.01801449202685077,"gpt":0.2504680752073263,"spread":0.2324535831804755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002125198,0.0002183162,0.0003584124,0.00008178205,0.000153127,0.00003428531,0.0003448761,0.00004456312,0.0001950992],"category_scores_gemma":[0.0001296038,0.0001322132,0.00006906569,0.0001616768,0.0005305043,0.0003863645,0.0002921499,0.00006092041,0.000128962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005685237,"about_ca_system_score_gemma":0.00005287018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242676,"about_ca_topic_score_gemma":0.000006062383,"domain_scores_codex":[0.998173,0.0001333034,0.0004257168,0.000363451,0.0004402186,0.0004643112],"domain_scores_gemma":[0.9988973,0.0002541308,0.0002713978,0.0003335463,0.0001308543,0.0001127449],"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":[0.0000831173,0.00007653153,0.0002535508,0.00006474079,0.00001955478,0.000002185651,0.0001802577,0.000001001296,0.9971647,0.00031274,0.0002525045,0.001589108],"study_design_scores_gemma":[0.0003416629,0.0001035814,0.00002369141,0.000194452,0.000009573451,0.000002302194,0.00006812889,0.000009607641,0.9987369,0.0001991398,0.000107779,0.0002032147],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795141,0.01166022,0.006844657,0.0004246908,0.0001141126,0.0002123505,0.00005064604,0.0001076605,0.001071626],"genre_scores_gemma":[0.9960943,0.00007875423,0.0008291305,0.00003479652,0.00005409351,0.00004304743,0.000002293524,0.00002789742,0.002835696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658026,"threshold_uncertainty_score":0.53915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075928624","doi":"10.1002/pc.22228","title":"Polyamide 6–wheat straw composites: Effects of additives on physical and mechanical properties of the composite","year":2012,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Flexural strength; Flexural modulus; Ultimate tensile strength; Composite material; Polyamide; Composite number; Izod impact strength test; Extrusion","retraction":null,"screen_n_in":null,"score":{"opus":0.01028215094483251,"gpt":0.22347602613026,"spread":0.2131938751854275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001352463,0.0003948579,0.0006573531,0.0001151175,0.0002190387,0.00005519276,0.0006010924,0.0001045859,0.00002365387],"category_scores_gemma":[0.00004437699,0.0002497055,0.0002183858,0.000255724,0.0006409917,0.000367567,0.0004430665,0.0002675776,0.000026979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003459501,"about_ca_system_score_gemma":0.00002479199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180886,"about_ca_topic_score_gemma":0.000001685213,"domain_scores_codex":[0.9977325,0.000300135,0.0004750835,0.0003402088,0.0006026332,0.000549426],"domain_scores_gemma":[0.9980934,0.0007803714,0.000306629,0.0005441966,0.00008553721,0.0001899264],"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":[0.0002187379,0.000306863,0.001548836,0.0002915524,0.00006357744,9.323737e-7,0.0008864728,0.00001389981,0.9892153,0.007194358,0.00002964305,0.0002298922],"study_design_scores_gemma":[0.0005424988,0.0003369442,0.004492525,0.000651408,0.0001276914,0.00002565874,0.00003448225,0.0002550384,0.9931439,0.00008673581,0.00001541369,0.0002876585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930215,0.005406185,0.00003186428,0.0001825414,0.0003932237,0.0005102669,0.00005246886,0.00007900087,0.000322968],"genre_scores_gemma":[0.9990707,0.00001240727,0.0004244631,0.0001785882,0.0001690113,0.00002342124,0.00000679896,0.00003627804,0.00007833994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007107622,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775083979","doi":"10.1002/pc.24676","title":"Development of cellulose nanocrystal‐reinforced polylactide: A comparative study on different preparation methods","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre de Géomatique du Québec; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Masterbatch; Materials science; Nanocomposite; Dynamic mechanical analysis; Composite material; Rheology; Crystallization; Scanning electron microscope; Chemical engineering; Polymer","retraction":null,"screen_n_in":null,"score":{"opus":0.0806433235491867,"gpt":0.4170727173119777,"spread":0.336429393762791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004418934,0.0003063112,0.0005842787,0.0001239172,0.0008916398,0.0001585137,0.0006181513,0.00004053833,0.0001115647],"category_scores_gemma":[0.00008559648,0.0002347327,0.00007659858,0.00006449615,0.0002711236,0.0003050077,0.0005385257,0.0001263283,0.00006904528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051842,"about_ca_system_score_gemma":0.00006737249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005871566,"about_ca_topic_score_gemma":0.00003153638,"domain_scores_codex":[0.9977016,0.0002933886,0.0005534854,0.0004521706,0.0005899239,0.0004093834],"domain_scores_gemma":[0.99799,0.0004088496,0.0005431171,0.0008052303,0.0001271028,0.0001256888],"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":[0.0003674427,0.0003817215,0.0008510877,0.00002969789,0.00009110558,0.000003618994,0.01025009,0.00003315329,0.9866019,0.0004394341,0.00002233728,0.0009283422],"study_design_scores_gemma":[0.0006953123,0.0004770576,0.009503797,0.0000481074,0.00002687907,9.523465e-7,0.001229011,0.0004515598,0.9872136,0.00003369343,0.00007992511,0.0002400746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868275,0.0003846566,0.009205297,0.00004068359,0.0002016297,0.0007584211,0.000009880408,0.00006048064,0.002511437],"genre_scores_gemma":[0.9848747,0.000003866996,0.01374194,0.000009340197,0.00003778247,0.0001270232,0.00000711709,0.00001682315,0.001181421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009021077,"threshold_uncertainty_score":0.9572123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902622633","doi":"10.1002/pc.25137","title":"Simultaneous reinforcement of matrix and fibers for enhancement of mechanical properties of graphene‐modified laminated composites","year":2018,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Materials science; Composite material; Graphene; Epoxy; Glass fiber; Ultimate tensile strength; Transfer molding; Fiber; Carbon nanotube; Polymer; Composite number; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.01087371329166218,"gpt":0.2236585422027462,"spread":0.212784828911084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001245882,0.0003668258,0.0007081318,0.0002923414,0.00007238637,0.00001706111,0.0003365467,0.0001296924,0.00003273661],"category_scores_gemma":[0.00002502858,0.0003427576,0.0001673702,0.0002830913,0.0004253284,0.0001221599,0.0001362852,0.00009475345,0.000002565914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002944145,"about_ca_system_score_gemma":0.0000231973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123512,"about_ca_topic_score_gemma":0.00001048424,"domain_scores_codex":[0.997979,0.00003047835,0.0009808607,0.0002695201,0.0003348987,0.0004052833],"domain_scores_gemma":[0.9985769,0.0003570672,0.0002718258,0.0004219628,0.000264183,0.0001080103],"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":[0.0004007136,0.00006864216,0.0000797774,0.0009733494,0.0003829798,6.641239e-7,0.0008497786,0.004167723,0.9888501,0.003029795,0.00004753207,0.00114899],"study_design_scores_gemma":[0.0008905712,0.0008652881,0.00002340432,0.0003151759,0.0001493495,0.00000558625,0.00005722873,0.1335147,0.8638027,0.00005177718,0.00003655886,0.0002876447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745978,0.00957287,0.01420056,0.00003474253,0.0002013629,0.0007301426,0.00005557175,0.0001232682,0.0004837377],"genre_scores_gemma":[0.9945298,0.00007613605,0.004953663,0.00001692669,0.00004228522,0.00004529073,0.0000369493,0.00005619081,0.0002426927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1293469,"threshold_uncertainty_score":0.9999024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}