{"meta":{"query_hash":"a38fde412362","filters":{"venue":"AIMS Materials Science"},"cohort_total":22,"direct_labels_cover":0,"predictions_cover":22,"exported":22,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a38fde412362","api":"https://metacan.xera.ac/api/v1/cohort?venue=AIMS+Materials+Science"},"results":[{"id":"W2554577544","doi":"10.3934/matersci.2016.4.1474","title":"The influence of a non-aligned semi-elliptical surface crack on a quarter-circle corner crack in an infinitely large plate under uniaxial tension","year":2016,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tension (geology); Quarter (Canadian coin); Enhanced Data Rates for GSM Evolution; Structural engineering; Geometry; Mathematics; Materials science; Computer science; Engineering; Composite material; Compression (physics); Artificial intelligence","score_opus":0.014732910070741739,"score_gpt":0.2867094485937129,"score_spread":0.27197653852297116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554577544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983426,0.000006187374,0.00025559668,0.00014779416,0.0007055114,0.00029558068,0.000023341898,0.00019632313,0.000027120752],"genre_scores_gemma":[0.9991478,0.000034872064,0.00064312597,0.00006169022,0.000067143505,0.000013295097,7.9119e-7,0.000023612409,0.000007669373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979951,0.00007898416,0.0005030846,0.00034892122,0.00043195888,0.0006419968],"domain_scores_gemma":[0.9987384,0.00030190588,0.00010064594,0.0005775203,0.00014335857,0.00013814132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011498387,0.0001895632,0.00026386458,0.00010750077,0.00017770681,0.000100597485,0.00060707034,0.00011464792,0.000015236083],"category_scores_gemma":[0.00015055994,0.00012067418,0.000020332109,0.00043492336,0.00043258173,0.00055697554,0.00010639025,0.00008403388,0.000046635007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007008683,0.000014863619,0.0009958864,0.000028306917,0.0000013460414,0.0000040453556,0.00020502415,0.0017120732,0.99608266,0.0003603212,0.000022731221,0.00050263683],"study_design_scores_gemma":[0.000352781,0.0002843444,0.4130705,0.0003199339,0.0000026662635,0.0000063950747,0.000047257417,0.0018039298,0.5822466,0.0016170724,0.000030606778,0.00021792753],"about_ca_topic_score_codex":0.000110067005,"about_ca_topic_score_gemma":0.000032505224,"teacher_disagreement_score":0.4138361,"about_ca_system_score_codex":0.00015993389,"about_ca_system_score_gemma":0.000084605046,"threshold_uncertainty_score":0.49209502},"labels":[],"label_agreement":null},{"id":"W2589979933","doi":"10.3934/matersci.2017.2.370","title":"Perspectives on nanofiber dressings for the localized delivery of botanical remedies in wound healing","year":2017,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Victoria","funders":"","keywords":"Nanofiber; Antiseptic; Biocompatible material; Wound healing; Materials science; Medicine; Biomedical engineering; Nanotechnology; Surgery","score_opus":0.02438318844229453,"score_gpt":0.31989612881048407,"score_spread":0.29551294036818954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589979933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99318147,0.00018312459,0.0016520888,0.0033194262,0.00076623174,0.000611088,0.00003653955,0.000034952154,0.00021511025],"genre_scores_gemma":[0.9854663,0.0001013541,0.01387276,0.00018956706,0.00013994366,0.00015158528,0.0000010465377,0.000013703494,0.00006372513],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99769247,0.000057998222,0.0004806808,0.00059533125,0.00063555944,0.0005379596],"domain_scores_gemma":[0.99771285,0.00055842364,0.0004217378,0.0009879194,0.0002324566,0.00008662883],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0031349491,0.00016174544,0.0003265967,0.000092004746,0.0013287538,0.00047399054,0.0018568756,0.00008041987,0.00011342399],"category_scores_gemma":[0.00062223297,0.00010635626,0.0000501073,0.00022653016,0.00464819,0.00040660365,0.0003219269,0.0000694538,0.000026253862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011535102,0.00006577372,0.0000626425,0.000019523992,0.000002459771,7.459655e-7,0.00062343053,0.0000035389246,0.98704517,0.011540947,0.00015199225,0.00036844393],"study_design_scores_gemma":[0.00044499768,0.00012603404,0.0030357817,0.00011564058,0.000010670768,0.0000035203007,0.0004030481,0.00010889281,0.990345,0.004768492,0.00049673446,0.00014121005],"about_ca_topic_score_codex":0.00039055655,"about_ca_topic_score_gemma":0.000046653546,"teacher_disagreement_score":0.012220671,"about_ca_system_score_codex":0.00014541093,"about_ca_system_score_gemma":0.00024899805,"threshold_uncertainty_score":0.9999714},"labels":[],"label_agreement":null},{"id":"W2606123035","doi":"10.3934/matersci.2017.2.522","title":"Surface-enhanced Raman spectroscopy detection of protein-ligand binding using D-glucose and glucose binding protein on nanostructured plasmonic substrates","year":2017,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Raman spectroscopy; Raman scattering; Surface-enhanced Raman spectroscopy; Biosensor; Materials science; Plasmon; Nanotechnology; Substrate (aquarium); Biomolecule; Nanostructure; Nanoparticle; Chemistry; Analytical Chemistry (journal); Optoelectronics; Chromatography; Optics","score_opus":0.02194007512172976,"score_gpt":0.2701433584547202,"score_spread":0.24820328333299044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606123035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99857193,0.000035476052,0.000034597582,0.00005479276,0.00038661424,0.0007719868,0.000047946174,0.000054880213,0.000041783365],"genre_scores_gemma":[0.9979091,0.00001247455,0.0019398044,0.000005146961,0.000046002893,0.000035806377,0.0000012118086,0.000019389241,0.000031021365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997835,0.000064662454,0.00044909748,0.0006617214,0.00043574756,0.00055376894],"domain_scores_gemma":[0.9984558,0.00003150998,0.00062344375,0.00064944505,0.00009899419,0.00014080427],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010257824,0.00024471447,0.0003532308,0.000115359275,0.0017568028,0.001094178,0.00065013533,0.00008303283,0.000053125164],"category_scores_gemma":[0.00018348497,0.00020286246,0.000036393805,0.00021288784,0.0009380361,0.0007918224,0.00018510887,0.00007092693,0.000036123205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007641271,0.000041390336,0.0000696207,0.000038084847,0.0000031486913,0.00000162048,0.00011585197,0.00001350582,0.99889106,0.0005015446,2.7878227e-7,0.00024746748],"study_design_scores_gemma":[0.000345648,0.00015665364,0.0013211607,0.00024274379,0.000015644502,0.000007596678,0.000089118585,0.0001025582,0.99702185,0.00045193432,0.0000025485951,0.00024254537],"about_ca_topic_score_codex":0.00015911374,"about_ca_topic_score_gemma":0.000020230747,"teacher_disagreement_score":0.0019052068,"about_ca_system_score_codex":0.000080435704,"about_ca_system_score_gemma":0.00012340034,"threshold_uncertainty_score":0.9999428},"labels":[],"label_agreement":null},{"id":"W2753634474","doi":"10.3934/matersci.2017.4.991","title":"Synthesis and electrocatalytic properties of La<sub>0.8</sub>Sr<sub>0.2</sub>FeO<sub>3−δ</sub> perovskite oxide for oxygen reactions","year":2017,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Overpotential; Cyclic voltammetry; Oxygen evolution; Electrochemistry; Electrode; Inorganic chemistry; Analytical Chemistry (journal); Electrocatalyst; Chemistry; Bifunctional; Perovskite (structure); Materials science; Catalysis; Physical chemistry; Crystallography","score_opus":0.014130010237409042,"score_gpt":0.22280271487419068,"score_spread":0.20867270463678164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753634474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867972,0.0021294446,0.00039057384,0.001297626,0.0024933706,0.0024869146,0.00027199218,0.0009975305,0.0031353522],"genre_scores_gemma":[0.9898998,0.0038868207,0.0009897753,0.0003910277,0.0010415692,0.0012386458,0.00024037831,0.00062247226,0.0016894821],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.98211706,0.00087857357,0.0035655627,0.004704809,0.0038758942,0.004858131],"domain_scores_gemma":[0.9863787,0.0010587724,0.0032955972,0.0056149354,0.0021494583,0.0015025106],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0066618673,0.0027017447,0.0033960456,0.0019501101,0.004749572,0.002565178,0.0059305257,0.0013643781,0.00020317647],"category_scores_gemma":[0.0048451643,0.0025397185,0.0009765395,0.002237289,0.0045833257,0.00554636,0.0023487736,0.00083314604,0.00075412414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011640452,0.0006073908,0.00009950501,0.0008791541,0.00046873922,0.000077164106,0.00076561543,0.00032092762,0.98086214,0.007367299,0.0023501907,0.005037838],"study_design_scores_gemma":[0.0023750316,0.0009344009,0.0029266286,0.0011832598,0.0009459477,0.00039033912,0.00014972717,0.0013048599,0.9685253,0.0014583683,0.016881749,0.0029243913],"about_ca_topic_score_codex":0.0010717718,"about_ca_topic_score_gemma":0.003596135,"teacher_disagreement_score":0.014531557,"about_ca_system_score_codex":0.0017578689,"about_ca_system_score_gemma":0.0020989962,"threshold_uncertainty_score":0.99993205},"labels":[],"label_agreement":null},{"id":"W2786660862","doi":"10.3934/matersci.2018.1.105","title":"Control of the spontaneous formation of oxide overlayers on GaP nanowires grown by physical vapor deposition","year":2018,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nanowire; Materials science; Atomic layer deposition; Raman spectroscopy; Gallium phosphide; Oxide; Chemical engineering; Nanotechnology; Chemical vapor deposition; Hydrogen; Layer (electronics); Optoelectronics; Chemistry; Metallurgy; Optics","score_opus":0.006103973086753257,"score_gpt":0.20891304324804416,"score_spread":0.2028090701612909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786660862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972696,0.000005762782,0.0016560144,0.000047515623,0.00017071927,0.00016663602,0.000053127318,0.000030095694,0.0006005645],"genre_scores_gemma":[0.9997706,0.000002203655,0.00012971999,0.000026444633,0.000040064886,0.00001624156,0.0000012719314,0.0000065173303,0.000006973254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934804,0.00001831609,0.0001836167,0.00009771459,0.00022148249,0.00013083499],"domain_scores_gemma":[0.9995811,0.000043377873,0.000086062966,0.00021117541,0.0000537985,0.000024458343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017445721,0.000070693946,0.000121142526,0.00003092928,0.00009471003,0.000024287068,0.00023160063,0.000021090673,0.000015420617],"category_scores_gemma":[0.000029017956,0.000049237013,0.00002835793,0.00016993552,0.00025921257,0.00016057561,0.000017093633,0.000017615854,0.00001466439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010009723,0.000021488326,0.000003635108,0.000014716713,0.0000019046786,1.5799336e-7,0.00008088941,0.0001433966,0.99770653,0.0013929884,0.00011972022,0.0005045568],"study_design_scores_gemma":[0.000086892585,0.000044903612,0.0005673246,0.00003636084,0.000007836651,0.000008072901,0.000011338629,0.002412516,0.9965084,0.00021041931,0.00005123342,0.00005465939],"about_ca_topic_score_codex":0.000039968203,"about_ca_topic_score_gemma":0.000003565127,"teacher_disagreement_score":0.0025009983,"about_ca_system_score_codex":0.00003393594,"about_ca_system_score_gemma":0.000015144851,"threshold_uncertainty_score":0.2007827},"labels":[],"label_agreement":null},{"id":"W2889368778","doi":"10.3934/matersci.2018.5.845","title":"Piezoelectric cellular polymer films: Fabrication, properties and applications","year":2018,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Piezoelectricity; Materials science; Lead zirconate titanate; Ferroelectricity; Polyvinylidene fluoride; Polymer; Composite material; Fabrication; Ceramic; Ferroelectric polymers; Microscale chemistry; Dielectric; Optoelectronics","score_opus":0.009061560336764656,"score_gpt":0.18887690831614773,"score_spread":0.17981534797938306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889368778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903405,0.00046422385,0.005954045,0.000031518983,0.0004517125,0.00023959085,0.0000072394287,0.00022867188,0.0022825354],"genre_scores_gemma":[0.99910647,0.00006877166,0.00022964513,0.00006088916,0.00027007185,0.0000869114,0.000002124474,0.000015039907,0.00016006599],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99912107,0.00001009378,0.00018472294,0.0002271005,0.00015891984,0.00029811336],"domain_scores_gemma":[0.9995649,0.000007891751,0.000034131066,0.0002233685,0.000093612405,0.00007613662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025315853,0.00011298017,0.00011964427,0.000119781114,0.00023656109,0.00024887722,0.00025168987,0.000031688025,0.00030291552],"category_scores_gemma":[0.000025930598,0.00009288884,0.000008181093,0.0005225314,0.00035166438,0.00027054432,0.000046664856,0.000022310067,0.00015860904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015709857,0.0000063954208,0.000011096432,0.00002107751,0.0000022236918,1.3040733e-7,0.000085214844,0.000001977202,0.9934563,0.0009999636,0.00032773448,0.0050863354],"study_design_scores_gemma":[0.000045435172,0.000030864496,0.00020044569,0.000007604218,0.00000530079,0.0000032409257,0.00001476417,0.00058452174,0.99616027,0.00022313219,0.0025886178,0.00013578842],"about_ca_topic_score_codex":0.00003122918,"about_ca_topic_score_gemma":6.666501e-7,"teacher_disagreement_score":0.008766018,"about_ca_system_score_codex":0.00002054071,"about_ca_system_score_gemma":0.000038794256,"threshold_uncertainty_score":0.3787897},"labels":[],"label_agreement":null},{"id":"W2953129281","doi":"10.3934/matersci.2019.4.484","title":"Evolution of activation energy during hot deformation of Al–15% B<sub>4</sub>C composites containing Sc and Zr","year":2019,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Activation energy; Microstructure; Deformation (meteorology); Materials science; Composite material; Composite number; Deformation mechanism; Precipitation; Transmission electron microscopy; Flow stress; Chemistry; Nanotechnology; Physical chemistry; Physics","score_opus":0.005339193479590648,"score_gpt":0.1773370336487809,"score_spread":0.17199784016919026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953129281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975798,0.00016120599,0.0013552855,0.000014076067,0.00034503997,0.00018101808,0.000008727907,0.00010386665,0.00025093928],"genre_scores_gemma":[0.99920833,0.000038501712,0.0006605121,0.000011947068,0.000030007239,0.000011802098,0.000009778547,0.00002055234,0.000008549236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99859625,0.000029088493,0.00046477182,0.00023396636,0.0003880605,0.0002878479],"domain_scores_gemma":[0.9992695,0.000038057136,0.00021391877,0.00025331872,0.00017178046,0.00005344349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004346028,0.00017156186,0.0002941547,0.00025881024,0.00012016451,0.00009005774,0.00025668228,0.0000612575,0.000020696112],"category_scores_gemma":[0.000030312198,0.000163703,0.000024806526,0.00032378515,0.00023591546,0.0013814558,0.00014425209,0.00004198626,0.000012973051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006438732,0.00001119779,0.001620459,0.00015905833,0.0000096575095,2.1449148e-7,0.00052629114,0.00958087,0.9867711,0.0011289859,0.000006658977,0.00012112444],"study_design_scores_gemma":[0.00029006923,0.000092519505,0.03763666,0.0002189069,0.000008554557,0.000009613307,0.00007762379,0.021805136,0.93960667,0.00006754581,0.00001347276,0.00017320465],"about_ca_topic_score_codex":0.0000548248,"about_ca_topic_score_gemma":0.000006823013,"teacher_disagreement_score":0.047164403,"about_ca_system_score_codex":0.00018212003,"about_ca_system_score_gemma":0.00004523357,"threshold_uncertainty_score":0.66756153},"labels":[],"label_agreement":null},{"id":"W2954775723","doi":"10.3934/matersci.2019.4.567","title":"Surface protection of Mg alloys in automotive applications: A review","year":2019,"lang":"en","type":"review","venue":"AIMS Materials Science","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Natural Resources Canada","funders":"","keywords":"Corrosion; Automotive industry; Coating; Materials science; Truck; Metallurgy; Material selection; Surface engineering; Corrosion fatigue; Automotive engineering; Composite material; Engineering","score_opus":0.07536062642761614,"score_gpt":0.3399099284366827,"score_spread":0.26454930200906657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954775723","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000544802,0.99027073,0.00014267718,0.00011372447,0.0004316859,0.0075375033,0.00018061126,0.00009258691,0.000685654],"genre_scores_gemma":[0.0004778846,0.9952698,0.0010985887,0.00007800716,0.00007047043,0.0025243754,0.000026894852,0.0000430602,0.00041095773],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576503,0.00030744844,0.001535749,0.0011494296,0.0006741487,0.000568209],"domain_scores_gemma":[0.9968431,0.000084967396,0.001270946,0.0013202418,0.00037726818,0.00010347224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003293268,0.0004523547,0.0019461294,0.00022295851,0.00017404769,0.00016746488,0.0017965055,0.00018567349,0.0010751575],"category_scores_gemma":[0.0002103411,0.0003407963,0.00016229226,0.0018173421,0.0006558203,0.00045124313,0.00048214258,0.00016680126,0.0014632681],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000109280145,0.00030333322,7.3010983e-7,0.21375668,0.0000111282025,0.0000020585283,0.00010587644,0.000020124799,0.60089123,0.0032324677,0.00029359484,0.18137187],"study_design_scores_gemma":[0.00015623624,0.000117162665,0.000006410694,0.041366868,0.0002670088,0.00003739437,0.000025338853,0.000010373345,0.041346133,0.00017639626,0.9157302,0.0007604809],"about_ca_topic_score_codex":0.0003691612,"about_ca_topic_score_gemma":0.000008472298,"teacher_disagreement_score":0.9154366,"about_ca_system_score_codex":0.0002392458,"about_ca_system_score_gemma":0.0010772147,"threshold_uncertainty_score":0.9999044},"labels":[],"label_agreement":null},{"id":"W2972406977","doi":"10.3934/matersci.2019.5.821","title":"Iron-containing clay and hematite iron ore in slurry-phase anaerobic digestion of chicken manure","year":2019,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Slurry; Anaerobic digestion; Chemistry; Manure; Ferrous; Acidogenesis; Hematite; Ammonium; Methanogenesis; Environmental chemistry; Mineralogy; Agronomy; Materials science; Methane","score_opus":0.006970792100518312,"score_gpt":0.23045887441113888,"score_spread":0.22348808231062056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972406977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983354,0.00006441624,0.0000728631,0.00007870014,0.0007064934,0.00020720283,0.0000063864672,0.000068381916,0.00046012245],"genre_scores_gemma":[0.9992142,0.000053006344,0.00057796406,0.000021688087,0.00004142979,0.00000580204,0.000010130181,0.000010139114,0.0000656591],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990855,0.000018769046,0.00026071843,0.0002494494,0.00017129112,0.00021425732],"domain_scores_gemma":[0.99964803,0.000010373408,0.00006743756,0.00019231788,0.00003142369,0.000050433606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005589985,0.00011511808,0.00018607768,0.00016490312,0.000054749125,0.00006385819,0.00013765012,0.000056620964,0.00011064693],"category_scores_gemma":[0.000031869462,0.000103770624,0.000011638884,0.00028893494,0.0001504363,0.0005189114,0.000043271357,0.000056916586,0.000031491745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017558277,0.000019193345,0.0008411518,0.00008469362,0.0000010795229,9.993973e-7,0.00040427913,0.001348233,0.9912456,0.005232666,0.000021179321,0.0007833506],"study_design_scores_gemma":[0.0011166302,0.00033302399,0.041674692,0.00030977064,0.000014639263,0.000023160492,0.00040599296,0.0014569145,0.95360506,0.00035423832,0.00036382786,0.0003420782],"about_ca_topic_score_codex":0.000044615084,"about_ca_topic_score_gemma":0.000009013934,"teacher_disagreement_score":0.04083354,"about_ca_system_score_codex":0.000052548094,"about_ca_system_score_gemma":0.000022920736,"threshold_uncertainty_score":0.42316434},"labels":[],"label_agreement":null},{"id":"W2982177041","doi":"10.3934/matersci.2019.6.985","title":"Mechanical properties of sisal-epoxy composites as functions of fiber-to-epoxy ratio","year":2019,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"SISAL; Epoxy; Materials science; Composite material; Ultimate tensile strength; Flexural strength; Fiber; Izod impact strength test; Fabrication; Natural fiber","score_opus":0.013933627631880758,"score_gpt":0.23959287757866257,"score_spread":0.22565924994678183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982177041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962676,0.00006751083,0.00012225217,0.00017713796,0.0013969427,0.0006851094,0.000042881413,0.000096230724,0.0011443273],"genre_scores_gemma":[0.9948665,0.00000207045,0.003790816,0.00013079439,0.000056013876,0.000028304561,0.000004975261,0.000019938749,0.0011006041],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970204,0.00009705766,0.00081521657,0.00059779006,0.00095305743,0.00051645614],"domain_scores_gemma":[0.9980788,0.00010744989,0.00038345894,0.0007719473,0.00048103416,0.00017727476],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009582274,0.0002511813,0.0005655186,0.00026709598,0.00019513124,0.0002186974,0.0011848644,0.00008663357,0.002220721],"category_scores_gemma":[0.00024752397,0.0001925688,0.00007764192,0.0008037025,0.00057396025,0.00087679684,0.00061158976,0.00007600192,0.002601461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009854348,0.00004473363,0.000044288914,0.000093525014,0.0000058739975,8.701552e-7,0.00019569423,0.0005383258,0.99446887,0.00442421,0.00004835633,0.00003668867],"study_design_scores_gemma":[0.00022967352,0.00051066873,0.00034932722,0.00018389689,0.000018905317,0.000022885577,0.000068666974,0.00008805244,0.9979023,0.0002610602,0.000120711025,0.00024384951],"about_ca_topic_score_codex":0.00031784055,"about_ca_topic_score_gemma":0.0000026363925,"teacher_disagreement_score":0.00416315,"about_ca_system_score_codex":0.00006698471,"about_ca_system_score_gemma":0.00026167734,"threshold_uncertainty_score":0.9986914},"labels":[],"label_agreement":null},{"id":"W3011411529","doi":"10.3934/matersci.2020.1.116","title":"An experimental and analytical study of the effect of cold compression on the thermophysical properties of a granular medium","year":2020,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Thermal conductivity; Granular material; Heat transfer; Materials science; Compression (physics); Thermal; Field (mathematics); Thermal conduction; Mechanics; Function (biology); Thermodynamics; Composite material; Physics; Mathematics","score_opus":0.015478575661660486,"score_gpt":0.23168251683595575,"score_spread":0.21620394117429526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011411529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99942696,0.000036002028,0.000007337149,0.000039704097,0.00010233441,0.00035412537,0.000004366774,0.0000135251985,0.000015647136],"genre_scores_gemma":[0.99994636,8.140016e-7,0.0000042331844,0.000014057263,0.000016873817,0.0000110158935,1.11256256e-7,0.0000062816152,2.447497e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991462,0.00012587667,0.00017176618,0.00012213546,0.0003368614,0.00009713279],"domain_scores_gemma":[0.99965817,0.000032549302,0.0000342583,0.00021699845,0.000018784973,0.000039230075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032533138,0.00008585794,0.00021617197,0.00001748739,0.000059970673,0.000019060886,0.00034441485,0.000017714765,0.000008278305],"category_scores_gemma":[0.000029363444,0.000037981386,0.000022071257,0.00016858266,0.00047605316,0.000067409346,0.00008397104,0.000038116646,6.0014185e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000732119,0.00006395577,0.00040501257,0.000042887626,0.000004717664,3.142201e-7,0.001643619,0.000070069575,0.9975236,0.00015605542,0.000004751256,0.000011769509],"study_design_scores_gemma":[0.00031412175,0.0010425249,0.0023302317,0.000040309045,0.000014837116,3.1752685e-7,0.00028344913,0.0045192675,0.99140936,0.0000023356156,9.818343e-7,0.000042234155],"about_ca_topic_score_codex":0.000016994381,"about_ca_topic_score_gemma":1.9955958e-7,"teacher_disagreement_score":0.006114246,"about_ca_system_score_codex":0.0000048920674,"about_ca_system_score_gemma":0.000008629728,"threshold_uncertainty_score":0.17540377},"labels":[],"label_agreement":null},{"id":"W3111940596","doi":"10.3934/matersci.2020.6.836","title":"Shape memory alloy heat activation: State of the art review","year":2020,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Shape-memory alloy; SMA*; Pseudoelasticity; Materials science; Heat transfer; Mechanical engineering; Aerospace; Biocompatibility; Heat resistance; Computer science; Engineering; Composite material; Metallurgy; Martensite; Mechanics; Aerospace engineering","score_opus":0.02895274927712174,"score_gpt":0.263302806080978,"score_spread":0.23435005680385626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111940596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858911,0.00015373142,0.00013127369,0.010551675,0.00080147956,0.00070159,0.00006817344,0.00010035897,0.0016006374],"genre_scores_gemma":[0.9914311,0.00019691659,0.00064376736,0.0074911634,0.00007474866,0.00004202903,0.000004169924,0.0000150216,0.000101062746],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99753696,0.00015852439,0.0006319127,0.00041536553,0.0008801539,0.00037708913],"domain_scores_gemma":[0.99879754,0.00006876955,0.00020910503,0.0005509653,0.0002216612,0.00015194477],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001540187,0.00017930423,0.00033621356,0.0000435288,0.0003328928,0.00014093964,0.0014077177,0.000026224783,0.004077048],"category_scores_gemma":[0.00046067333,0.00012267957,0.000065077926,0.0009419288,0.00081404124,0.0011694168,0.00025947485,0.000074332216,0.0008470744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011955278,0.000016732465,0.0000097297425,0.00032414563,0.0000016525281,6.052555e-7,0.00040159683,0.00017468967,0.99719197,0.00013007919,0.0015120204,0.00022482271],"study_design_scores_gemma":[0.00013800024,0.000044397224,0.0010214609,0.00042961343,0.000014809109,0.000007638839,0.00003208771,0.00018723274,0.99589807,0.00007363358,0.0020035892,0.00014949228],"about_ca_topic_score_codex":0.000015174915,"about_ca_topic_score_gemma":0.0000021121407,"teacher_disagreement_score":0.0055400403,"about_ca_system_score_codex":0.00004553453,"about_ca_system_score_gemma":0.00032146854,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W3134333130","doi":"10.3934/matersci.2021008","title":"Poly(vinyl alcohol) nanocomposites: Recent contributions to engineering and medicine","year":2021,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Vinyl alcohol; Nanocomposite; Materials science; Graphene; Polymer; Vinyl ester; Vinyl polymer; Montmorillonite; Oxide; Chemical engineering; Polymer chemistry; Composite material; Nanotechnology; Copolymer","score_opus":0.01239598672839884,"score_gpt":0.27571198700910626,"score_spread":0.2633160002807074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134333130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98832333,0.0016089994,0.001205113,0.006132077,0.0017358586,0.00024756626,0.00014075529,0.00012431352,0.00048199453],"genre_scores_gemma":[0.99549145,0.00014558673,0.0031773609,0.00075909187,0.00025913696,0.000034464992,0.000012522341,0.00001486742,0.00010552351],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979104,0.00007689689,0.0004087698,0.0005953168,0.0004566569,0.0005519525],"domain_scores_gemma":[0.99875003,0.00011207631,0.00010434743,0.00039078147,0.00030188687,0.0003408557],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011859521,0.00018979442,0.00033017487,0.0001810224,0.00044203506,0.00034896247,0.0003610585,0.00005216466,0.0009614381],"category_scores_gemma":[0.0006814439,0.00016370973,0.000019723311,0.0007480251,0.00027849185,0.00060342054,0.000264698,0.00004288279,0.00016718893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010244396,0.00002320039,0.000026174095,0.0000109019475,0.0000024820376,0.000006911244,0.00018895793,0.000010551266,0.99298644,0.0050489185,0.00013187116,0.0015533752],"study_design_scores_gemma":[0.00025618292,0.00006213187,0.0034398916,0.00009709038,0.000015718304,0.000056685098,0.000035453653,0.00006074138,0.9878653,0.00015745731,0.0077461754,0.00020714644],"about_ca_topic_score_codex":0.00014165722,"about_ca_topic_score_gemma":0.0000055745913,"teacher_disagreement_score":0.0076143043,"about_ca_system_score_codex":0.00013541245,"about_ca_system_score_gemma":0.00019037368,"threshold_uncertainty_score":0.99995184},"labels":[],"label_agreement":null},{"id":"W3203941272","doi":"10.3934/matersci.2021043","title":"Numerical investigation of reinforced-concrete beam-column joints retrofitted using external superelastic shape memory alloy bars","year":2021,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"SMA*; Shape-memory alloy; Retrofitting; Structural engineering; Parametric statistics; Beam (structure); Reinforced concrete; Materials science; Finite element method; Column (typography); Reinforcement; Computer science; Composite material; Engineering; Mathematics; Algorithm","score_opus":0.018191852168759782,"score_gpt":0.2326881947046399,"score_spread":0.2144963425358801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203941272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972852,0.00004454154,0.0006277002,0.000012086447,0.0015471292,0.0001715284,0.000018375398,0.00017529268,0.000118163785],"genre_scores_gemma":[0.9884752,0.000010536066,0.011245185,0.00006929074,0.00009595232,0.000008042833,0.00001216052,0.000036311474,0.00004729333],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976397,0.00004227672,0.00066658197,0.00040005532,0.0007131229,0.00053826364],"domain_scores_gemma":[0.99883157,0.00006573398,0.00015047556,0.00046044705,0.0002608843,0.00023089218],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040190038,0.00025940448,0.00041296083,0.00016527153,0.00015227761,0.00019394915,0.00048915396,0.00012121255,0.00084307196],"category_scores_gemma":[0.0003100213,0.00027210562,0.00006994545,0.00073799986,0.0005286038,0.00092411303,0.00015292436,0.00014809093,0.000039596056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008975623,4.916052e-8,0.00024565373,0.000052122028,0.0000065861846,0.000022271699,0.0001617614,0.013235032,0.98606116,0.0000922439,0.000007020825,0.00010714193],"study_design_scores_gemma":[0.00024456254,0.00003733458,0.006384159,0.0001500339,0.000029315273,0.00012872067,0.000051790124,0.082259044,0.9104101,0.000025739235,0.000002537203,0.00027663697],"about_ca_topic_score_codex":0.00011710675,"about_ca_topic_score_gemma":1.8633246e-7,"teacher_disagreement_score":0.07565101,"about_ca_system_score_codex":0.00019370305,"about_ca_system_score_gemma":0.0002614694,"threshold_uncertainty_score":0.9999731},"labels":[],"label_agreement":null},{"id":"W4212796910","doi":"10.3934/matersci.2022012","title":"Polymer based membranes for propylene/propane separation: CMS, MOF and polymer electrolyte membranes","year":2022,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Membrane; Propane; Polymer; Chemical engineering; Synthetic membrane; Materials science; Electrolyte; Gas separation; Air separation; Polymer chemistry; Chemistry; Organic chemistry; Composite material; Physical chemistry; Electrode; Engineering","score_opus":0.011091742495657841,"score_gpt":0.24294839986089237,"score_spread":0.23185665736523453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212796910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938716,0.0015175106,0.0005649092,0.0006178545,0.001035886,0.0007525281,0.00013299134,0.0003498741,0.0011568068],"genre_scores_gemma":[0.9976971,0.000057979873,0.00023943401,0.0004444751,0.000112654,0.00035937858,0.00006160689,0.000037471516,0.0009899042],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982149,0.00004036487,0.00036090438,0.00043414565,0.000470109,0.00047955036],"domain_scores_gemma":[0.9994215,0.000038268856,0.000064894426,0.00029141386,0.000052418673,0.00013149873],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006808778,0.00022914392,0.00027853998,0.00019556542,0.00059036334,0.00017204249,0.00032889226,0.000040463856,0.0012263745],"category_scores_gemma":[0.000010867382,0.0002186559,0.000042382064,0.00043257495,0.00020116939,0.0003566515,0.000032667984,0.00007407079,0.000011625332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083923274,0.000022047405,0.00002291276,0.00023421668,0.000008372741,0.0000030606748,0.00015191728,0.0031129518,0.9953946,0.00066044444,0.00011419559,0.00019138376],"study_design_scores_gemma":[0.0005602343,0.00012227583,0.00014558766,0.0000077491395,0.00002274069,0.000030455067,0.000033259774,0.006272921,0.9861753,0.000034785517,0.006308004,0.0002867014],"about_ca_topic_score_codex":0.000031720265,"about_ca_topic_score_gemma":0.000008663375,"teacher_disagreement_score":0.009219288,"about_ca_system_score_codex":0.00004237413,"about_ca_system_score_gemma":0.00014415385,"threshold_uncertainty_score":0.99968666},"labels":[],"label_agreement":null},{"id":"W4230702831","doi":"10.3934/matersci.2020.5.581","title":"Correction: An experimental and analytical study of the effect of cold compression on the thermophysical properties of a granular medium","year":2020,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Compression (physics); Materials science; Citation; Thermodynamics; Composite material; Physics; Computer science; Library science","score_opus":0.01651006633516658,"score_gpt":0.22912784859066881,"score_spread":0.21261778225550224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230702831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991844,0.0000309427,0.000009291047,0.000035324927,0.00036119414,0.0003321898,0.0000026762543,0.000015635022,0.000028299142],"genre_scores_gemma":[0.9999404,8.451728e-7,0.0000025731142,0.0000126537325,0.000024788333,0.000011861433,1.1640182e-7,0.000005905566,8.6764913e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917763,0.00012504435,0.00016881252,0.00012174714,0.00031840676,0.000088345274],"domain_scores_gemma":[0.99967736,0.00003905478,0.00003628318,0.0001882266,0.000022248763,0.000036826976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002969478,0.000083668274,0.0002047125,0.000017872771,0.00007284553,0.000019020687,0.00026632796,0.000018333216,0.000010461098],"category_scores_gemma":[0.00003888066,0.00003833501,0.000021988391,0.00019170498,0.0004352198,0.0000716467,0.00008092925,0.000043673175,6.223395e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008500761,0.00005990845,0.00036892152,0.00003047393,0.00000461251,2.6921074e-7,0.0016037032,0.000093455776,0.9976483,0.00006797886,0.000017697132,0.000019654226],"study_design_scores_gemma":[0.00028600174,0.001115475,0.002372947,0.00004599227,0.000015183295,6.954577e-7,0.00038229258,0.008150017,0.98758644,0.0000013393272,0.000001855911,0.000041742627],"about_ca_topic_score_codex":0.00002168403,"about_ca_topic_score_gemma":3.7282788e-7,"teacher_disagreement_score":0.010061859,"about_ca_system_score_codex":0.00000620668,"about_ca_system_score_gemma":0.000009457564,"threshold_uncertainty_score":0.16035855},"labels":[],"label_agreement":null},{"id":"W4312575327","doi":"10.3934/matersci.2022046","title":"Seismic performance of ductile corrosion-free reinforced concrete frames","year":2022,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Fibre-reinforced plastic; Structural engineering; Ductility (Earth science); SMA*; Brittleness; Reinforced concrete; Materials science; Stiffness; Shape-memory alloy; Frame (networking); Composite material; Engineering; Computer science; Mechanical engineering","score_opus":0.007831746775451467,"score_gpt":0.2069367484939022,"score_spread":0.19910500171845075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312575327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99652314,0.000025951666,0.000080589445,0.00002264771,0.0023580962,0.00020725238,0.0000792461,0.00022863223,0.00047444872],"genre_scores_gemma":[0.99864167,0.0000189842,0.00087838905,0.000050468585,0.000040426796,0.000045119006,0.000009461374,0.000022994633,0.00029251],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831855,0.00001734238,0.00037412372,0.00023804186,0.0006393144,0.00041260448],"domain_scores_gemma":[0.99903506,0.000032803415,0.00011519433,0.00065728475,0.00007221041,0.00008743917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039245767,0.00017293287,0.0002585482,0.00016110184,0.0003129871,0.00006664745,0.0011982841,0.000035302237,0.0012477876],"category_scores_gemma":[0.00006475995,0.00015293897,0.000038223327,0.0005241527,0.0004075154,0.00052607944,0.0005132385,0.00013186575,0.00002570769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017166798,3.7072372e-8,0.00005600535,0.00003059752,0.000001516812,0.000001567608,0.00018373335,0.036796287,0.96233237,0.00019400017,0.00018517676,0.0002015259],"study_design_scores_gemma":[0.00023223982,0.000133688,0.0005634508,0.000015964846,0.000008530741,0.00005077931,0.00011241451,0.040338356,0.9579161,0.000021083864,0.00039369002,0.000213707],"about_ca_topic_score_codex":0.000049152724,"about_ca_topic_score_gemma":4.3149242e-8,"teacher_disagreement_score":0.0044162883,"about_ca_system_score_codex":0.00012626477,"about_ca_system_score_gemma":0.000090388894,"threshold_uncertainty_score":0.9996652},"labels":[],"label_agreement":null},{"id":"W4312788849","doi":"10.3934/matersci.2022048","title":"Materials for Additive Manufacturing","year":2022,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","score_opus":0.013881306160802704,"score_gpt":0.22775231896664502,"score_spread":0.2138710128058423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312788849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932179,0.000012799314,0.0015211405,0.000065410415,0.0021758527,0.00032054793,0.000737508,0.0011450471,0.0008038103],"genre_scores_gemma":[0.99732494,0.0000086149175,0.0019319137,0.00004863947,0.00010771282,0.00042717234,0.000026367201,0.00003131805,0.00009330052],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985724,0.000023208751,0.00022636668,0.00033326895,0.0003445606,0.00050018786],"domain_scores_gemma":[0.99946624,0.00007763507,0.00006221178,0.00031044445,0.000040174786,0.000043288124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009570927,0.00016991918,0.00020397468,0.0001892302,0.0006903752,0.0001682058,0.00071859034,0.000031098392,0.0011978236],"category_scores_gemma":[0.00012163715,0.00016954837,0.000028422062,0.00013836191,0.00024763177,0.00021209798,0.0004922363,0.00008288711,0.000039689312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000128528845,0.000008870854,8.1872884e-7,0.00003596455,0.000008683765,0.0000040109016,0.00012199129,0.0008725323,0.9885417,0.00178253,0.002288393,0.006321632],"study_design_scores_gemma":[0.00012758203,0.000053844684,0.00039575587,0.000009168184,0.0000050241692,0.000012941807,0.00018868796,0.000045018704,0.9808521,0.0037707465,0.014315471,0.000223612],"about_ca_topic_score_codex":0.000014159922,"about_ca_topic_score_gemma":5.459262e-7,"teacher_disagreement_score":0.012027078,"about_ca_system_score_codex":0.00020065767,"about_ca_system_score_gemma":0.000034824603,"threshold_uncertainty_score":0.9997152},"labels":[],"label_agreement":null},{"id":"W4315866364","doi":"10.3934/matersci.2023006","title":"Modeling the flexural strength of steel fibre reinforced concrete","year":2023,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Flexural strength; Materials science; Composite material; Ultimate tensile strength; Flexural modulus; Volume fraction; Three point flexural test; Softening; Fiber-reinforced concrete; Structural engineering; Tension (geology); Reinforced concrete; Engineering","score_opus":0.02279406191569364,"score_gpt":0.2505444670299116,"score_spread":0.22775040511421799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315866364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954922,0.000012953264,0.00055595563,0.000041906365,0.0013119074,0.00028486835,0.000055019216,0.00037478894,0.0018703896],"genre_scores_gemma":[0.9993243,0.000044766424,0.00020676263,0.00004292282,0.00010227436,0.000028128832,0.00002105333,0.000025204527,0.00020455365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820745,0.00003015948,0.0005630502,0.00020665034,0.00047874058,0.00051394425],"domain_scores_gemma":[0.99917865,0.000058610807,0.0000883739,0.00044022428,0.00018513818,0.000048977356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011582093,0.00018724614,0.00027841923,0.00018577854,0.00018524526,0.00017956433,0.00070362946,0.000050969087,0.00024768867],"category_scores_gemma":[0.00014987822,0.00013595236,0.00003254187,0.0010760931,0.0003637679,0.0005179817,0.00022689246,0.00005763097,0.00015593477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079065585,6.9809545e-8,0.0000013245174,0.000061428764,0.000008115498,0.0000013797456,0.00028123145,0.074256234,0.9183415,0.006841226,0.0001172721,0.00008230042],"study_design_scores_gemma":[0.00012903028,0.000024910276,0.000025228135,0.000043384574,0.0000046108894,0.0000022617078,0.00016931866,0.28020936,0.71911156,0.00004570343,0.00010542828,0.00012921123],"about_ca_topic_score_codex":0.000035422876,"about_ca_topic_score_gemma":2.8053822e-7,"teacher_disagreement_score":0.20595312,"about_ca_system_score_codex":0.000051273077,"about_ca_system_score_gemma":0.00007574774,"threshold_uncertainty_score":0.55439764},"labels":[],"label_agreement":null},{"id":"W4380988993","doi":"10.3934/matersci.2023024","title":"Evonik P25 photoactivation in the visible range by surface grafting of modified porphyrins for p-nitrophenol elimination in water","year":2023,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds De La Recherche Scientifique - FNRS","keywords":"Porphyrin; Anatase; Crystallinity; Fourier transform infrared spectroscopy; Materials science; Photochemistry; Visible spectrum; Absorption spectroscopy; Absorption (acoustics); Photocatalysis; Analytical Chemistry (journal); Infrared spectroscopy; Chemistry; Chemical engineering; Catalysis; Organic chemistry; Optics","score_opus":0.021737832373602425,"score_gpt":0.26219789430856133,"score_spread":0.2404600619349589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380988993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986237,0.0000056825247,0.00015147011,0.00016092701,0.0001552605,0.00049691665,0.00001939994,0.000024493453,0.00036209184],"genre_scores_gemma":[0.99948883,0.000009967895,0.00012008654,0.000043293992,0.00001847662,0.00009604906,0.00006702477,0.000011613069,0.00014467852],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985803,0.000095200565,0.0003743061,0.00027997998,0.00032814548,0.00034209547],"domain_scores_gemma":[0.9994482,0.000100410085,0.00010892853,0.00025183405,0.00007115409,0.000019474319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025485528,0.00010186214,0.00018684435,0.00019412677,0.00011929871,0.00013081788,0.0003682398,0.000047574016,0.000035432517],"category_scores_gemma":[0.000088862806,0.000068274436,0.000030556894,0.0008589047,0.00008239254,0.0005170621,0.000055973982,0.000040571875,0.000019490131],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037899663,0.000041124604,0.00013782346,0.000024518778,0.0000016781778,7.1838997e-7,0.002121793,0.0039043855,0.99221873,0.001328867,0.00002734046,0.00015512256],"study_design_scores_gemma":[0.00041887673,0.00003780147,0.004927188,0.0000185123,0.0000040763925,3.88254e-7,0.00047050332,0.0038167138,0.9890591,0.0010293091,0.0001237233,0.000093836294],"about_ca_topic_score_codex":0.0029074687,"about_ca_topic_score_gemma":0.0001504431,"teacher_disagreement_score":0.004789365,"about_ca_system_score_codex":0.000060088125,"about_ca_system_score_gemma":0.000029648887,"threshold_uncertainty_score":0.43952423},"labels":[],"label_agreement":null},{"id":"W4412899740","doi":"10.3934/matersci.2025030","title":"Flexural capacity of stainless-steel reinforced-concrete elements","year":2025,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Flexural strength; Materials science; Structural engineering; Composite material; Reinforced concrete; Engineering","score_opus":0.010198054412978195,"score_gpt":0.23596930813730027,"score_spread":0.22577125372432208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412899740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692965,0.000019453424,0.00016745861,0.00001565053,0.00074030826,0.00009204698,0.000026744532,0.00012318813,0.0018854755],"genre_scores_gemma":[0.99781173,0.000008422257,0.0018115493,0.00003355676,0.000023414497,0.000006757899,0.0000033308302,0.000007075149,0.00029417232],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987533,0.000018557832,0.00038634788,0.00020901365,0.0003012509,0.0003315487],"domain_scores_gemma":[0.99937475,0.000033907694,0.00007150643,0.00036611705,0.00010075033,0.000052969295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005128011,0.0001296578,0.0002494359,0.00020592753,0.00010662791,0.000103984625,0.0004996306,0.00003974496,0.0001487596],"category_scores_gemma":[0.00013392177,0.00011759969,0.0000377389,0.00067659776,0.00029776874,0.0003158937,0.0001228911,0.000049915336,0.000020461484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000394303,1.8949486e-7,0.00022876407,0.0000741245,0.000015928,7.058929e-7,0.00007465988,0.0012860975,0.99532855,0.0028415981,0.00006700214,0.00007842469],"study_design_scores_gemma":[0.00011469341,0.000010830226,0.0036265363,0.000047869213,0.000017266022,0.0000013030954,0.000049919836,0.004644389,0.991103,0.0002211061,0.000050080576,0.00011298998],"about_ca_topic_score_codex":0.00020520715,"about_ca_topic_score_gemma":0.0000043501864,"teacher_disagreement_score":0.004225546,"about_ca_system_score_codex":0.000105822815,"about_ca_system_score_gemma":0.000058110087,"threshold_uncertainty_score":0.47955763},"labels":[],"label_agreement":null},{"id":"W4415913324","doi":"10.3934/matersci.2025049","title":"Special issue: Smart materials in civil structures","year":2025,"lang":"","type":"article","venue":"AIMS Materials Science","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"","score_opus":0.006741557714789137,"score_gpt":0.23633821950552206,"score_spread":0.22959666179073293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415913324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91533256,0.000038848997,0.000013852863,0.0006987826,0.06478966,0.0012225279,0.00028995413,0.00009568611,0.017518105],"genre_scores_gemma":[0.99239254,0.00014480685,0.00070661155,0.00054297823,0.004915726,0.00006968794,0.000014738646,0.00004648337,0.0011664028],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9917869,0.00043964037,0.0020119767,0.0022498677,0.0014988678,0.0020127236],"domain_scores_gemma":[0.9974482,0.00009030737,0.0006227367,0.0014488816,0.00008175871,0.00030809507],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0041370974,0.0008650661,0.0011748679,0.0009107735,0.0010082452,0.0021816315,0.00254759,0.0003511355,0.1076946],"category_scores_gemma":[0.00047848417,0.00087395916,0.00009684615,0.0030259816,0.005468047,0.0022852744,0.0022245245,0.00022393277,0.003895605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025258542,0.00010156823,0.010441747,0.00013425939,0.000013343897,0.000038349186,0.00048701128,0.000060307073,0.9750853,0.0039937533,0.0064410535,0.002950675],"study_design_scores_gemma":[0.0007368477,0.00008407908,0.25724092,0.000216305,0.00003765553,0.000042834028,0.00021472319,0.0000074318373,0.7125888,0.0064056804,0.021798065,0.00062665704],"about_ca_topic_score_codex":0.0044810744,"about_ca_topic_score_gemma":0.0014194,"teacher_disagreement_score":0.26249656,"about_ca_system_score_codex":0.001370904,"about_ca_system_score_gemma":0.0005712322,"threshold_uncertainty_score":0.9993711},"labels":[],"label_agreement":null}]}