{"meta":{"query_hash":"2012948e56c0","filters":{"topic":"Railway Systems and Materials Science"},"cohort_total":86,"direct_labels_cover":0,"predictions_cover":86,"exported":86,"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/2012948e56c0","api":"https://metacan.xera.ac/api/v1/cohort?topic=Railway+Systems+and+Materials+Science"},"results":[{"id":"W1937481124","doi":"10.1130/2006.2397(06)","title":"Building the American Mineralogist Crystal Structure Database: A recipe for construction of a small Internet database","year":2006,"lang":"en","type":"book-chapter","venue":"Geological Society of America eBooks","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":7,"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":"The Internet; Database; Construct (python library); World Wide Web; Software; Computer science; General partnership; Political science","score_opus":0.019657961507306455,"score_gpt":0.2225523232544418,"score_spread":0.20289436174713535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1937481124","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029056622,0.0028808378,0.8692971,0.0028690796,0.0009923168,0.0021358735,0.017090729,0.019018924,0.082809515],"genre_scores_gemma":[0.002976484,0.0018099106,0.9595297,0.00029417544,0.00007721235,0.00071426714,0.0140975015,0.0018757612,0.018624937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989773,0.000106261185,0.00012514408,0.00012539614,0.0006183217,0.000047623522],"domain_scores_gemma":[0.99828327,0.00036079725,0.00006159201,0.00034281492,0.00070922973,0.00024221442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019677484,0.0008124134,0.00089172897,0.0047308337,0.001704944,0.00395701,0.0033972822,0.0009417734,0.032388665],"category_scores_gemma":[0.004615347,0.0010297442,0.0009614098,0.006357615,0.00058992923,0.0046542683,0.002961398,0.002066631,0.026992366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050942053,0.00014278211,0.0006844773,0.00053900905,0.00004280054,0.00028940375,0.00029812052,0.0021518376,0.0042894995,0.076389685,0.48179534,0.4333261],"study_design_scores_gemma":[0.00003489121,0.00001750496,0.000398877,0.00012354163,0.000023181017,0.00039877486,0.00009810842,0.0048837094,0.002412922,0.020868754,0.9707,0.000039705104],"about_ca_topic_score_codex":0.0076515884,"about_ca_topic_score_gemma":0.0122005325,"teacher_disagreement_score":0.032388665,"about_ca_system_score_codex":0.001323676,"about_ca_system_score_gemma":0.004485056,"threshold_uncertainty_score":0.10835087},"labels":[],"label_agreement":null},{"id":"W1978852005","doi":"10.3103/s0967091213020034","title":"Improving rail-steel production","year":2013,"lang":"en","type":"article","venue":"Steel in Translation","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Production (economics); Forensic engineering; Business; Manufacturing engineering; Metallurgy; Engineering; Materials science; Economics","score_opus":0.013372638367877235,"score_gpt":0.20013404241381205,"score_spread":0.18676140404593483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978852005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8852635,0.0042564166,0.08772123,0.00036169722,0.00021821435,0.000121849735,0.0005026661,0.002041686,0.01951267],"genre_scores_gemma":[0.95369524,0.0019316304,0.033690766,0.00007477362,0.000048589904,0.000030772517,0.00096423086,0.00020412408,0.009359914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994642,0.00003840246,0.000028748624,0.00010891427,0.00028793555,0.00007183302],"domain_scores_gemma":[0.9997719,0.000021906133,0.000036440983,0.00002586819,0.00012134687,0.000022529975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037574494,0.00051213655,0.0003987487,0.00075680815,0.0003503688,0.00064419955,0.0006105583,0.0005293412,0.0043790652],"category_scores_gemma":[0.00048183824,0.00017062889,0.00043827196,0.0007256631,0.00023701348,0.0006881436,0.0005912109,0.00041129134,0.0014979915],"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":[0.00008404887,0.000062509396,0.0015514892,0.0002685043,0.000016239723,0.00011900815,0.00007395912,0.0011091717,0.95721924,0.0005083088,0.0006240626,0.03836337],"study_design_scores_gemma":[0.000041627445,0.00082314614,0.01622549,0.00003583538,0.00010227552,0.00042724545,0.000102958795,0.0048404504,0.9408236,0.00019655756,0.0363549,0.000025930942],"about_ca_topic_score_codex":0.0023132842,"about_ca_topic_score_gemma":0.004462038,"teacher_disagreement_score":0.0043790652,"about_ca_system_score_codex":0.0005768585,"about_ca_system_score_gemma":0.0006695486,"threshold_uncertainty_score":0.014649451},"labels":[],"label_agreement":null},{"id":"W1990552389","doi":"10.1007/s00710-007-0192-6","title":"New data on associations of platinum-group minerals in placer deposits of British Columbia, Canada","year":2007,"lang":"en","type":"article","venue":"Mineralogy and Petrology","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; British Geological Survey","keywords":"Platinum group; Electron microprobe; Alloy; Osmium; Platinum; Iridium; Placer mining; Geology; Placer deposit; Geochemistry; Rhodium; Ruthenium; Mineralogy; Metallurgy; Materials science; Chemistry; Catalysis","score_opus":0.0129429260036213,"score_gpt":0.21466743309836944,"score_spread":0.20172450709474815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990552389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710055,0.0018304358,0.0003679131,0.00013335595,0.000014849156,0.000053256244,0.012751579,0.000047478617,0.013795584],"genre_scores_gemma":[0.9828551,0.0011356721,0.0010742968,0.000072680334,0.000007030135,0.000032357748,0.0065211216,0.000024994066,0.008276768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992067,0.0000285532,0.00006191058,0.00014648665,0.0003799281,0.00017629737],"domain_scores_gemma":[0.99676067,0.00013729594,0.00030419097,0.00013019302,0.0024109439,0.00025674584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045660808,0.00039783382,0.00056120584,0.0079320595,0.003279496,0.0012252949,0.0012655569,0.00034179454,0.0037168497],"category_scores_gemma":[0.0014860895,0.00031755632,0.00026540027,0.011291337,0.0005891695,0.00040869907,0.0009829688,0.00037170335,0.00064784294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003298706,0.000058806658,0.9172547,0.00044074847,0.00016923828,0.0009865188,0.0043721367,0.00042609966,0.014478597,0.0006254792,0.0052227913,0.05563502],"study_design_scores_gemma":[0.0000075575285,0.000012716815,0.984728,0.00005045851,0.000039401002,0.00020320105,0.0013079027,0.00014336042,0.0010712872,0.000043418342,0.012379302,0.000013343858],"about_ca_topic_score_codex":0.9894406,"about_ca_topic_score_gemma":0.9974995,"teacher_disagreement_score":0.011126356,"about_ca_system_score_codex":0.011126356,"about_ca_system_score_gemma":0.011946961,"threshold_uncertainty_score":0.080727756},"labels":[],"label_agreement":null},{"id":"W1993575102","doi":"10.5539/ijc.v5n4p120","title":"Verifying the Predictability of 13C Chemical Shifts for a Series of Substituted-2-(4-Chlorophenyl)-3-Phenyl-1,3-Thiazolidin-4-Ones","year":2013,"lang":"en","type":"article","venue":"International Journal of Chemistry","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Temple University","keywords":"Chemical shift; Substituent; Chemistry; Ring (chemistry); Additive function; Computational chemistry; Series (stratigraphy); Stereochemistry; Physical chemistry; Organic chemistry; Mathematics","score_opus":0.010285323105213035,"score_gpt":0.21439910475218119,"score_spread":0.20411378164696814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993575102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97039413,0.0008668143,0.026125181,0.000098877295,0.00003660313,0.000043305634,0.00064632983,0.00023245353,0.001556415],"genre_scores_gemma":[0.98467433,0.00061661156,0.013303432,0.000022989347,0.000009115432,0.000036790585,0.0006571773,0.000026105206,0.0006533554],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953413,0.00007763301,0.000036728317,0.00009978652,0.00020639643,0.000045423847],"domain_scores_gemma":[0.9991811,0.00037643066,0.0001587101,0.00008238626,0.00017437579,0.000027052482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008571653,0.00050545775,0.0002906786,0.00040589407,0.00015067785,0.00033680443,0.00031886264,0.00030059545,0.000559223],"category_scores_gemma":[0.0022588647,0.0002803654,0.00033520855,0.0003365571,0.0002572597,0.00030102133,0.0002044336,0.0005666907,0.00029162018],"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":[0.00037476816,0.00006799975,0.010881847,0.00016344446,0.000066860004,0.00019421452,0.000074867945,0.02632856,0.9457141,0.00029375762,0.00015871052,0.01568093],"study_design_scores_gemma":[0.000018173572,0.00059142703,0.01640815,0.000011791456,0.00008752265,0.00015362416,0.000050179227,0.11000686,0.8712584,0.00015524097,0.0012211574,0.000037492864],"about_ca_topic_score_codex":0.00242001,"about_ca_topic_score_gemma":0.004263922,"teacher_disagreement_score":0.00242001,"about_ca_system_score_codex":0.0003070901,"about_ca_system_score_gemma":0.00050715246,"threshold_uncertainty_score":0.0048118234},"labels":[],"label_agreement":null},{"id":"W2033241359","doi":"10.3103/s0967091214070146","title":"Differential heat treatment of rails","year":2014,"lang":"en","type":"article","venue":"Steel in Translation","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Quenching (fluorescence); Differential (mechanical device); Certification; Class (philosophy); Materials science; Mechanical engineering; Metallurgy; Nuclear engineering; Structural engineering; Forensic engineering; Environmental science; Engineering; Computer science; Physics; Economics; Aerospace engineering; Artificial intelligence","score_opus":0.01663491926143144,"score_gpt":0.2186907284265201,"score_spread":0.20205580916508867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033241359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984877,0.0005402419,0.0094931265,0.000041452342,0.000072196475,0.00006660781,0.00029721594,0.00019360083,0.0044186055],"genre_scores_gemma":[0.99113125,0.00015102512,0.0035373687,0.000030633553,0.000009154193,0.000025313268,0.00032214576,0.000059082817,0.0047339466],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999549,0.00002513027,0.00001786698,0.00012781157,0.00016177556,0.00011832254],"domain_scores_gemma":[0.99974924,0.00004061965,0.00004023565,0.000044698067,0.000104891165,0.000020262069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002600927,0.00030701046,0.00037716964,0.0003568012,0.00037311402,0.00025127735,0.00042188488,0.0003402801,0.004412974],"category_scores_gemma":[0.000439648,0.00016406621,0.00032078262,0.00038365627,0.00044598876,0.00023454714,0.00033922886,0.0006423374,0.0004986749],"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":[0.00009431514,0.000015156276,0.00028928663,0.000066645465,0.0000049938267,0.000043176045,0.000067473135,0.00050941476,0.99536043,0.00014010562,0.00009019178,0.003318806],"study_design_scores_gemma":[0.000009546981,0.00034941532,0.0032864783,0.000005061513,0.0000074853624,0.00005774223,0.000030327197,0.0011027767,0.9927279,0.000039132843,0.0023770486,0.0000071353184],"about_ca_topic_score_codex":0.0032351082,"about_ca_topic_score_gemma":0.006021635,"teacher_disagreement_score":0.004412974,"about_ca_system_score_codex":0.00067136646,"about_ca_system_score_gemma":0.00039838033,"threshold_uncertainty_score":0.014762878},"labels":[],"label_agreement":null},{"id":"W2034548581","doi":"10.1007/s11015-014-9946-7","title":"Analysis of Experimental Dependence of Rail Steel E78KhSF Deformation Resistance on Deformation Temperature, Rate, and Degree","year":2014,"lang":"en","type":"article","venue":"Metallurgist","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Materials science; Deformation (meteorology); Degree (music); Composite material; Metallurgy; Physics","score_opus":0.013178741365402683,"score_gpt":0.21850925167641838,"score_spread":0.2053305103110157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034548581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99363625,0.0001710699,0.0028600811,0.00003206039,0.000015810918,0.000015898131,0.0008136986,0.00016696034,0.0022882833],"genre_scores_gemma":[0.9980142,0.000058431062,0.00061872794,0.000006606275,0.0000030556794,0.0000109774155,0.0003159208,0.000021280133,0.0009506642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996086,0.000038032216,0.00003306976,0.00008395764,0.00017151696,0.00006482171],"domain_scores_gemma":[0.99883586,0.00048093035,0.00011534812,0.00023333693,0.00030792604,0.000026647851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004012633,0.0003350686,0.00023917094,0.00029789284,0.00026446924,0.00012456662,0.00040797662,0.00037279492,0.006190097],"category_scores_gemma":[0.0008812983,0.00024418157,0.00030025258,0.00040771533,0.00037085882,0.00026126753,0.00012251781,0.0003409789,0.0004966631],"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":[0.00064935075,0.00010734939,0.0028833281,0.0001275091,0.00002492833,0.00006866417,0.00013151506,0.0030258603,0.98533034,0.00018324106,0.00030835514,0.0071595684],"study_design_scores_gemma":[0.000012373031,0.00064143044,0.029056557,0.000008681612,0.000022972356,0.00009256686,0.000051420837,0.0070391074,0.961922,0.000035849287,0.0010995732,0.000017569293],"about_ca_topic_score_codex":0.0018277428,"about_ca_topic_score_gemma":0.0033894563,"teacher_disagreement_score":0.006190097,"about_ca_system_score_codex":0.00031552624,"about_ca_system_score_gemma":0.0001646159,"threshold_uncertainty_score":0.020707905},"labels":[],"label_agreement":null},{"id":"W2046855800","doi":"10.3103/s0967091212040158","title":"Selecting mixtures for continuous casting of rail steel at OAO EVRAZ ZSMK","year":2012,"lang":"en","type":"article","venue":"Steel in Translation","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Casting; Metallurgy; Continuous casting; Materials science; Steel casting; Engineering; Automotive engineering; Forensic engineering; Mechanical engineering","score_opus":0.0265028856689911,"score_gpt":0.24540282428220905,"score_spread":0.21889993861321796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046855800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462729,0.001365115,0.037969694,0.00006516998,0.00006983089,0.00044188116,0.0014154288,0.0014530646,0.010946869],"genre_scores_gemma":[0.92489815,0.0010740168,0.05923215,0.00003707003,0.000026485228,0.00045797892,0.0029077074,0.0010908963,0.010275517],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993204,0.00006508582,0.00005622989,0.00012413564,0.00035379076,0.00008035233],"domain_scores_gemma":[0.99977607,0.000024020492,0.00003897408,0.00002677023,0.00008955217,0.000044676424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005587025,0.0006898196,0.0006983246,0.001523219,0.00049434375,0.0005844181,0.00045784874,0.00042909165,0.0048434627],"category_scores_gemma":[0.0005032065,0.00044370483,0.0003672645,0.00073864986,0.0001918739,0.00037769479,0.0004779582,0.0005477656,0.003472858],"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":[0.0002777587,0.000063286105,0.0004968352,0.00009603569,0.000007773155,0.000052572854,0.000041321025,0.00029537664,0.9918944,0.00016702457,0.00019346422,0.006414159],"study_design_scores_gemma":[0.000027306667,0.00025748427,0.0026632613,0.000013063665,0.000029433895,0.0001228086,0.00002459505,0.0010025378,0.9887299,0.000022637503,0.0070917257,0.000015236761],"about_ca_topic_score_codex":0.00090197,"about_ca_topic_score_gemma":0.0029127807,"teacher_disagreement_score":0.0048434627,"about_ca_system_score_codex":0.0003467306,"about_ca_system_score_gemma":0.00045756708,"threshold_uncertainty_score":0.016203046},"labels":[],"label_agreement":null},{"id":"W2081544357","doi":"10.1007/s11015-014-9931-1","title":"Introduction of a Level-2 Automated System as Part of the Reconstruction of a Walking-Beam Furnace in the Rail-Beam Shop","year":2014,"lang":"en","type":"article","venue":"Metallurgist","topic":"Railway Systems and Materials Science","field":"Engineering","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":"EVRAZ (Canada)","funders":"","keywords":"Automation; Beam (structure); Quality (philosophy); Mechanical engineering; Metallurgy; Manufacturing engineering; Engineering; Materials science; Process engineering; Automotive engineering; Structural engineering; Physics","score_opus":0.010565744663630717,"score_gpt":0.2013841336247454,"score_spread":0.19081838896111467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081544357","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11569067,0.00011663416,0.8391149,0.00031308067,0.00015109699,0.000305146,0.0010815184,0.03359451,0.009632469],"genre_scores_gemma":[0.45951828,0.000044336193,0.533281,0.00008814152,0.000030327068,0.00010784135,0.00091863977,0.0008224932,0.005188922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963033,0.000059928832,0.000019502208,0.00010263948,0.0001416537,0.000045854566],"domain_scores_gemma":[0.9993881,0.00010659858,0.000026075415,0.00018895329,0.00021638286,0.00007393148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005283807,0.0005564884,0.0005457189,0.00055962877,0.0005733581,0.0011326789,0.00093746465,0.00082723174,0.016149895],"category_scores_gemma":[0.001090884,0.000542598,0.00045915335,0.00041387856,0.00036235922,0.000697116,0.00091420196,0.0007606529,0.0026215792],"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":[0.0020996644,0.00025475863,0.02812111,0.00044108776,0.00015398626,0.0012479032,0.0012700657,0.1663001,0.25041726,0.011453073,0.016494429,0.5217465],"study_design_scores_gemma":[0.00015376172,0.0005054926,0.01875254,0.00008474062,0.00007515949,0.000636626,0.00026902484,0.8372248,0.08795587,0.0024761097,0.05173583,0.00013004825],"about_ca_topic_score_codex":0.004305185,"about_ca_topic_score_gemma":0.004527959,"teacher_disagreement_score":0.016149895,"about_ca_system_score_codex":0.0006672169,"about_ca_system_score_gemma":0.0012204831,"threshold_uncertainty_score":0.054026842},"labels":[],"label_agreement":null},{"id":"W2278065124","doi":"10.1149/ma2012-02/10/840","title":"Investigations of the Phase Diagram of the Lithium-Manganese-Nickel Oxide System obtained at 800°","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Railway Systems and Materials Science","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":"Dalhousie University","funders":"","keywords":"Manganese; Phase diagram; Nickel; Lithium (medication); Phase (matter); Materials science; Nickel oxide; Manganese oxide; Inorganic chemistry; Metallurgy; Chemistry; Medicine; Internal medicine; Organic chemistry","score_opus":0.015658502112546383,"score_gpt":0.22321969377421286,"score_spread":0.20756119166166648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278065124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99309933,0.0003374176,0.00038227183,0.000056049026,0.000011872454,0.000014116487,0.00044402768,0.00002745914,0.0056273467],"genre_scores_gemma":[0.9980451,0.00012613113,0.0003180904,0.000009222623,0.0000024296326,0.000009846217,0.00031921812,0.000011443594,0.0011585298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999553,0.0000039900597,0.0000019133308,0.000007352776,0.000020290207,0.000011217238],"domain_scores_gemma":[0.99993587,0.000019597843,0.00001070112,0.00000493583,0.000021444523,0.00000735473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008168577,0.0001283607,0.00014469713,0.00030104743,0.0004991776,0.00024400403,0.000294653,0.00015041114,0.004678517],"category_scores_gemma":[0.00031597717,0.0000881461,0.000071543414,0.00037545382,0.00026824055,0.0002184442,0.00010681523,0.0003321838,0.00028188754],"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":[0.000557103,0.00004501237,0.0014365643,0.00019193513,0.000011388705,0.00013815699,0.00019276353,0.0004971105,0.99233377,0.001007939,0.00023233368,0.0033560498],"study_design_scores_gemma":[0.00007116909,0.00048206575,0.018860469,0.00003270409,0.000025703737,0.00013748716,0.0003027605,0.003228614,0.9705451,0.00044388152,0.0058531268,0.000016931423],"about_ca_topic_score_codex":0.003955505,"about_ca_topic_score_gemma":0.007044574,"teacher_disagreement_score":0.004678517,"about_ca_system_score_codex":0.00030780354,"about_ca_system_score_gemma":0.00029733728,"threshold_uncertainty_score":0.015651226},"labels":[],"label_agreement":null},{"id":"W2298922400","doi":"10.14288/1.0099345","title":"The effects of acid mine drainage at Britannia Beach, B.C., on fucus gardneri and associated intertidal algae","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":4,"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":"Intertidal zone; Algae; Fucus; Oceanography; Fishery; Botany; Geology; Biology","score_opus":0.00280963352800668,"score_gpt":0.14493443180724705,"score_spread":0.14212479827924038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298922400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992243,0.00008976723,0.000007673466,0.000009310777,0.00000188175,0.0000038768853,0.00007904257,0.0000012845313,0.0005828892],"genre_scores_gemma":[0.9983614,0.00021463983,0.000071864284,0.000027767304,0.0000016990779,0.0000063033954,0.0002180064,0.0000012402986,0.0010971129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99984777,0.00001638885,0.000009714594,0.000033523356,0.000053003856,0.000039516028],"domain_scores_gemma":[0.9995926,0.00005031916,0.00009902786,0.000010112629,0.000107308944,0.00014054228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011081778,0.00029288628,0.00014236695,0.0004894254,0.00090524857,0.0006788611,0.00025164871,0.00023315498,0.0007345484],"category_scores_gemma":[0.00032766175,0.00021953518,0.00012974213,0.0005184804,0.0005033828,0.00015887464,0.00039082512,0.0002528469,0.00015067469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013682091,0.00037572268,0.75341815,0.00015547444,0.00009334344,0.00066361035,0.0013243027,0.00043396294,0.22440839,0.000066673616,0.00040379167,0.017288342],"study_design_scores_gemma":[0.0000030254935,0.00016925595,0.9972389,0.000003375771,0.000007071976,0.000040352035,0.00035448652,0.00004530498,0.0018178221,0.000005168884,0.0003117945,0.0000034760305],"about_ca_topic_score_codex":0.26034507,"about_ca_topic_score_gemma":0.6360741,"teacher_disagreement_score":0.7396549,"about_ca_system_score_codex":0.0024060647,"about_ca_system_score_gemma":0.0013297936,"threshold_uncertainty_score":0.5176594},"labels":[],"label_agreement":null},{"id":"W2559692494","doi":"","title":"Measurement and Modelling of Vibration Characteristics of a Mining Skip During Unloading","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Vibration; Computer science; Environmental science; Engineering; Forensic engineering; Acoustics; Physics","score_opus":0.010029443766515692,"score_gpt":0.14781018136662738,"score_spread":0.1377807376001117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559692494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830703,0.00003940834,0.015572833,0.000020858675,0.000006885707,0.000015608637,0.00016162782,0.00011566728,0.0009968281],"genre_scores_gemma":[0.9984175,0.0000139314325,0.0010613592,0.0000025224194,0.000001030693,0.000005486369,0.000068673704,0.000006266461,0.00042324117],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991417,0.00000803211,0.0000036533463,0.000021975,0.000039101553,0.00001300241],"domain_scores_gemma":[0.9998504,0.000060455495,0.000019757848,0.000018920762,0.000032706863,0.000017807783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012544022,0.00022161768,0.00019440842,0.00025939976,0.00017882374,0.0002087266,0.00030083567,0.00041277608,0.001046977],"category_scores_gemma":[0.0002901462,0.00014857105,0.00017934489,0.00016381829,0.00015562536,0.00016312013,0.00013284988,0.00018218707,0.0002918257],"study_design_candidate":"simulation_or_modeling","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":[0.0010114566,0.00017883908,0.049473036,0.00016419307,0.000033218792,0.000579148,0.0008377564,0.031548273,0.86503714,0.00018515698,0.0004753363,0.05047656],"study_design_scores_gemma":[0.000046858826,0.0013303575,0.45406443,0.000053907537,0.00007678616,0.00073202257,0.0007674593,0.39485484,0.1452127,0.00031525467,0.002482854,0.000062578525],"about_ca_topic_score_codex":0.0019400361,"about_ca_topic_score_gemma":0.0022595623,"teacher_disagreement_score":0.0019400361,"about_ca_system_score_codex":0.000112597285,"about_ca_system_score_gemma":0.00017446812,"threshold_uncertainty_score":0.0038574338},"labels":[],"label_agreement":null},{"id":"W2884705024","doi":"","title":"Saskatchewan's industrial minerals","year":2016,"lang":"en","type":"article","venue":"Industrial Minerals","topic":"Railway Systems and Materials Science","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":"Potash; Mining engineering; Geology; Smelting; Archaeology; Metallurgy; Geography; Materials science; Potassium","score_opus":0.04763712797951073,"score_gpt":0.2254163535663415,"score_spread":0.17777922558683076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884705024","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03247777,0.0023814146,0.0017240361,0.0054147406,0.0006026611,0.00030095564,0.03268865,0.0006675929,0.9237422],"genre_scores_gemma":[0.065445,0.0029475337,0.0031126996,0.002257175,0.000054710992,0.00017179127,0.013827005,0.00017191008,0.9120122],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9997002,0.00001996835,0.000010337268,0.00008168889,0.00011921139,0.00006861899],"domain_scores_gemma":[0.999592,0.000025886558,0.000020954101,0.00004705644,0.00022028518,0.000093735915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020465105,0.00082935404,0.00028024838,0.0009971648,0.0021572486,0.0022110413,0.00083181076,0.00053927215,0.17192818],"category_scores_gemma":[0.000392498,0.00045928947,0.00027909435,0.0015709574,0.0006364814,0.0007334733,0.001469303,0.0010272738,0.039148238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004203187,0.00020216024,0.018345136,0.00062530267,0.00011897939,0.0021090144,0.00042637668,0.0015885704,0.019830449,0.040450636,0.64449006,0.27139294],"study_design_scores_gemma":[0.000033497392,0.000026352529,0.015082823,0.000100159654,0.000011216531,0.0001633812,0.00038812513,0.00029871197,0.0015071378,0.0015479447,0.98081255,0.00002806582],"about_ca_topic_score_codex":0.7092793,"about_ca_topic_score_gemma":0.9020183,"teacher_disagreement_score":0.2907207,"about_ca_system_score_codex":0.01161624,"about_ca_system_score_gemma":0.024613036,"threshold_uncertainty_score":0.58486557},"labels":[],"label_agreement":null},{"id":"W2950491675","doi":"","title":"Thermodynamic database of a ferro-alloys system and its application to the refining of ferromanganese alloys","year":2018,"lang":"en","type":"article","venue":"","topic":"Railway Systems and Materials Science","field":"Engineering","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":"McGill University","funders":"","keywords":"Refining (metallurgy); Ferromanganese; Metallurgy; Materials science; Manganese","score_opus":0.011965777934344897,"score_gpt":0.22429328584993383,"score_spread":0.21232750791558894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950491675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60955644,0.0023992807,0.24231283,0.00048584465,0.00015474997,0.0003223913,0.10214922,0.018991409,0.023627808],"genre_scores_gemma":[0.85876685,0.00075088954,0.09016247,0.00004157376,0.00004693279,0.00017969399,0.045937516,0.0008088946,0.0033052235],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991229,0.00011713479,0.00013333831,0.00017687939,0.0004014567,0.00004819486],"domain_scores_gemma":[0.99877805,0.00017874879,0.00007475679,0.00039059526,0.0005250263,0.000052721418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010647877,0.0004017975,0.0010940618,0.004708453,0.0009230882,0.0015500018,0.0019324889,0.00042179658,0.005696698],"category_scores_gemma":[0.0032240192,0.00039232895,0.0007684053,0.0050072162,0.00033845182,0.0016073174,0.00070687965,0.00035232893,0.0015389139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015592509,0.00091745093,0.105930805,0.0019425467,0.0007840944,0.0008508517,0.0006053973,0.36712098,0.04996547,0.08611642,0.03402178,0.35018498],"study_design_scores_gemma":[0.00009490866,0.00018533472,0.030164162,0.000057432968,0.00021420003,0.00050653034,0.00016562926,0.8453388,0.040993232,0.032597587,0.049561445,0.00012087618],"about_ca_topic_score_codex":0.0135047985,"about_ca_topic_score_gemma":0.01928498,"teacher_disagreement_score":0.0135047985,"about_ca_system_score_codex":0.0009313102,"about_ca_system_score_gemma":0.0018378996,"threshold_uncertainty_score":0.02685237},"labels":[],"label_agreement":null},{"id":"W2964765845","doi":"10.4095/296683","title":"Petrogenesis of the ferrogabbroic intrusions and associated Fe-Ti-V-(P) mineralization within the McFaulds greenstone belt, Superior Province, northern Ontario","year":2015,"lang":"en","type":"report","venue":"","topic":"Railway Systems and Materials Science","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":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Petrogenesis; Greenstone belt; Geochemistry; Geology; Mineralization (soil science); Petrology; Archean; Mantle (geology); Soil science","score_opus":0.02261773571833898,"score_gpt":0.22112255629076036,"score_spread":0.1985048205724214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964765845","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99865854,0.00006226493,0.000025260539,0.000013195918,4.1805043e-7,0.0000049783944,0.00020169471,0.0000033245337,0.0010303115],"genre_scores_gemma":[0.9982249,0.000077738114,0.00008459649,0.0000049387595,5.7837696e-7,0.000003914724,0.00018237377,0.0000025067689,0.0014184834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999879,0.000005674231,0.00000509987,0.000025339647,0.000049006845,0.00003581658],"domain_scores_gemma":[0.9998247,0.000013458927,0.000052947664,0.0000066537627,0.000066432025,0.000035962457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008648076,0.00016372053,0.000118699536,0.0010812887,0.000991829,0.0005588143,0.00032918187,0.00017317601,0.0012546249],"category_scores_gemma":[0.0003194776,0.00021683538,0.000119501114,0.0008467311,0.00074251747,0.00021585597,0.00045902687,0.00012525675,0.00016400332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011975087,0.0000099222025,0.9658184,0.000034123597,0.000026736985,0.0004260061,0.0038558412,0.0002026444,0.020183438,0.00018335719,0.00018338744,0.008956371],"study_design_scores_gemma":[0.0000013076971,0.0000072143175,0.99828136,0.0000030434692,0.0000028155785,0.00004495428,0.00065584737,0.00007180071,0.00038171237,0.000008183457,0.0005403468,0.0000014758127],"about_ca_topic_score_codex":0.9061514,"about_ca_topic_score_gemma":0.9829867,"teacher_disagreement_score":0.093848586,"about_ca_system_score_codex":0.006940248,"about_ca_system_score_gemma":0.003188128,"threshold_uncertainty_score":0.18880254},"labels":[],"label_agreement":null},{"id":"W2984649431","doi":"","title":"Secondary minerals in tungsten mine tailings: Mount Pleasant, New Brunswick, Canada","year":2008,"lang":"en","type":"article","venue":"Geochimica et Cosmochimica Acta Supplement","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tailings; Mount; Mining engineering; Tungsten; Geology; Environmental science; Metallurgy; Engineering","score_opus":0.011620871565773834,"score_gpt":0.20519176585882937,"score_spread":0.19357089429305555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984649431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488977,0.0036778229,0.00045793687,0.0014253119,0.000058605685,0.00010382535,0.0042006983,0.000036353475,0.041141707],"genre_scores_gemma":[0.9322898,0.0023297463,0.0009272783,0.00012713294,0.000012422054,0.000016728714,0.000960429,0.000023988361,0.06331258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99980515,0.0000072209755,0.0000067191068,0.00002697457,0.00009954247,0.000054422617],"domain_scores_gemma":[0.9995493,0.000015362064,0.000026284919,0.000004665169,0.0003628756,0.00004142271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022029695,0.00019827795,0.00021260904,0.0024238233,0.0037607942,0.0009253377,0.0005532309,0.0002739065,0.0028230436],"category_scores_gemma":[0.0002595012,0.00017714872,0.0001448639,0.0027033172,0.0003928173,0.00033656255,0.00042244908,0.0003764898,0.0002776834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085984566,0.00016188441,0.7682463,0.000599734,0.00012632363,0.00372047,0.00989835,0.0026891637,0.045393176,0.003962913,0.026458673,0.13788308],"study_design_scores_gemma":[0.000013241586,0.00005739116,0.9389178,0.00010033547,0.000027482562,0.00033631598,0.0099305045,0.0005787017,0.0056310347,0.00020977264,0.044172432,0.000025152041],"about_ca_topic_score_codex":0.986842,"about_ca_topic_score_gemma":0.99805534,"teacher_disagreement_score":0.013619331,"about_ca_system_score_codex":0.013619331,"about_ca_system_score_gemma":0.015632454,"threshold_uncertainty_score":0.09881562},"labels":[],"label_agreement":null},{"id":"W3013447783","doi":"10.32339/0135-5910-2020-3-251-256","title":"Study of non-metallic inclusions composition in rail joints welded seams, obtained at their contact arc welding","year":2020,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"EVRAZ (Canada)","funders":"","keywords":"Welding; Materials science; Metallurgy; Microstructure; Optical microscope; Flash welding; Ferrite (magnet); Submerged arc welding; Composite material; Arc welding; Scanning electron microscope; Gas metal arc welding","score_opus":0.013224596934389479,"score_gpt":0.1996800456056753,"score_spread":0.1864554486712858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013447783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970686,0.0005303641,0.001601871,0.000004495997,0.000004123761,0.000007509894,0.0001391818,0.00003855386,0.0006053079],"genre_scores_gemma":[0.99656796,0.00021848401,0.0012949491,0.000006923854,0.0000026358698,0.0000069243956,0.0002499207,0.000029154906,0.0016230454],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997967,0.000007439474,0.000010475284,0.000060690538,0.000103787635,0.000020885982],"domain_scores_gemma":[0.99981254,0.00001756067,0.000044254717,0.000012869956,0.00009627764,0.000016583132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014471605,0.00020210708,0.0002296608,0.0009524721,0.00026132085,0.00033070814,0.00022072291,0.0002962397,0.0012773412],"category_scores_gemma":[0.00027064708,0.00024686402,0.00019384592,0.00045132008,0.000228268,0.00021323717,0.00018328828,0.00017246464,0.00024047749],"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":[0.000067656765,0.000007107744,0.0032398824,0.000084196996,0.000008578989,0.00018992442,0.00024037517,0.000062021834,0.9944106,0.000023213293,0.000014225583,0.0016522233],"study_design_scores_gemma":[0.00000696224,0.00036961128,0.21832982,0.00002365899,0.000078497505,0.0014427806,0.00074735057,0.00085461454,0.7752013,0.00006668416,0.0028629277,0.000015830074],"about_ca_topic_score_codex":0.0017270163,"about_ca_topic_score_gemma":0.0033684978,"teacher_disagreement_score":0.0017270163,"about_ca_system_score_codex":0.00015654051,"about_ca_system_score_gemma":0.00010589103,"threshold_uncertainty_score":0.004273057},"labels":[],"label_agreement":null},{"id":"W3043851360","doi":"10.32339/0135-5910-2020-6-586-590","title":"Status of nondestructive control of transport function metal products at JSC EVRAZ NTMK","year":2020,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Ultrasonic sensor; Nondestructive testing; Engineering; Ultrasonic testing; Control system; Automotive engineering; Mechanical engineering; Acoustics; Electrical engineering","score_opus":0.008459827197307921,"score_gpt":0.16953024478363335,"score_spread":0.16107041758632543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043851360","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33348927,0.053713605,0.48648044,0.002704324,0.0008471419,0.0006563365,0.0046390537,0.014981932,0.10248795],"genre_scores_gemma":[0.649594,0.009608069,0.23750992,0.00028865758,0.00032941563,0.00037435666,0.00888092,0.0011945507,0.09222007],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971008,0.00023650296,0.000085733416,0.0004429249,0.0019592803,0.00017485964],"domain_scores_gemma":[0.9978542,0.000255777,0.0001664614,0.00042889404,0.0012134875,0.000081219856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023740083,0.0008452615,0.0006045218,0.0017594569,0.00046288123,0.0011987066,0.002498985,0.00091169553,0.008184526],"category_scores_gemma":[0.0015998908,0.00033364372,0.00032619003,0.001038127,0.0006620049,0.00095026125,0.0008241177,0.00058057596,0.0036008747],"study_design_candidate":"observational","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":[0.0011871695,0.00020019208,0.005719628,0.0009157821,0.00004498889,0.00023732804,0.0004489873,0.006487551,0.41117752,0.0074897837,0.010196745,0.5558944],"study_design_scores_gemma":[0.00010715973,0.0016082088,0.023216996,0.00030145145,0.0001279508,0.0010723539,0.00022399043,0.033129025,0.60211754,0.0015657378,0.33640674,0.00012278698],"about_ca_topic_score_codex":0.0036636668,"about_ca_topic_score_gemma":0.0014702945,"teacher_disagreement_score":0.008184526,"about_ca_system_score_codex":0.002029783,"about_ca_system_score_gemma":0.0014527695,"threshold_uncertainty_score":0.02737993},"labels":[],"label_agreement":null},{"id":"W3126099849","doi":"10.32339/0135-5910-2021-1-28-33","title":"Study of rail steel alloying by chrome and vanadium effect on dissociation of overcooled austenite","year":2021,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Metallurgy; Materials science; Austenite; Cementite; Vanadium; Carbide; Ferrite (magnet); Martensite; Alloy; Dissociation (chemistry); Composite material; Microstructure; Chemistry","score_opus":0.004976514126170175,"score_gpt":0.18526575443433121,"score_spread":0.18028924030816104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126099849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980768,0.0005971445,0.00060016464,0.0000116136935,0.000006221533,0.0000064981423,0.00012328503,0.000016229615,0.000562129],"genre_scores_gemma":[0.9980596,0.00026147423,0.00042731682,0.000007772994,0.0000020658133,0.0000033922738,0.00014696723,0.00001990507,0.0010715363],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997731,0.000018647628,0.000010041832,0.00006168804,0.000091052236,0.000045522967],"domain_scores_gemma":[0.9998037,0.000028991684,0.000041140072,0.000013847081,0.00008898604,0.000023303073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014583865,0.0001767785,0.00022386842,0.0003216364,0.00017643247,0.00028269336,0.00022229952,0.0001896874,0.0011645994],"category_scores_gemma":[0.00036272666,0.00016733477,0.00022373185,0.00027109648,0.00019790173,0.00016503932,0.0001335259,0.00027261738,0.00014359891],"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":[0.00016054144,0.000012485339,0.0012148292,0.00006381617,0.000012846653,0.000063444495,0.00007188545,0.0001742184,0.99667263,0.000038039863,0.000022683531,0.0014925194],"study_design_scores_gemma":[0.0000050501744,0.0003063609,0.01461497,0.0000064335677,0.00001854829,0.00008260285,0.0000817856,0.0010784438,0.9827827,0.000019379619,0.0009976914,0.0000060162142],"about_ca_topic_score_codex":0.0034703475,"about_ca_topic_score_gemma":0.0045494726,"teacher_disagreement_score":0.0034703475,"about_ca_system_score_codex":0.00026016537,"about_ca_system_score_gemma":0.00013235839,"threshold_uncertainty_score":0.0069003105},"labels":[],"label_agreement":null},{"id":"W4237807846","doi":"10.1002/jbmr.3248","title":"Ed Bd, Masthead, Comm List, Membership List and TOC","year":2018,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Railway Systems and Materials Science","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":"Citation; Computer science; Library science; World Wide Web; Information retrieval","score_opus":0.05436687945149221,"score_gpt":0.3259934039636869,"score_spread":0.2716265245121947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237807846","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045877823,0.0022694413,0.0010636937,0.0035187677,0.0058896584,0.00016564893,0.010055192,0.0027843935,0.97379446],"genre_scores_gemma":[0.0005525736,0.0007070777,0.00020452215,0.0002488174,0.000225631,0.000016695818,0.0012945158,0.00029841918,0.99645174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994721,0.00003360943,0.000028812034,0.00011546111,0.0002918336,0.000058293674],"domain_scores_gemma":[0.99849737,0.0001462466,0.00007998107,0.00017508835,0.0005446494,0.00055664143],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057355425,0.0013090614,0.0009822648,0.0021874176,0.0015681784,0.0041617956,0.0014037631,0.0017496322,0.92434365],"category_scores_gemma":[0.0029376838,0.0008340441,0.00062386884,0.0022670266,0.00048129607,0.0028089187,0.0015416493,0.0018045899,0.8904029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018263125,0.000011382392,0.000041506923,0.000043114047,8.0889515e-7,0.000018548251,0.0000072025937,0.000016053704,0.00016048693,0.00041180852,0.96279085,0.036480002],"study_design_scores_gemma":[0.000005764545,0.000014122323,0.00018581624,0.00003874167,0.0000013112814,0.00007072362,0.000027741156,0.00002319439,0.00010161064,0.0002522959,0.9992749,0.000003829271],"about_ca_topic_score_codex":0.0045874403,"about_ca_topic_score_gemma":0.01392871,"teacher_disagreement_score":0.075656354,"about_ca_system_score_codex":0.0011698857,"about_ca_system_score_gemma":0.0019884026,"threshold_uncertainty_score":0.10791463},"labels":[],"label_agreement":null},{"id":"W4241980079","doi":"10.1002/jbmr.3266","title":"Ed Bd, Masthead, Comm List, Membership List and TOC","year":2018,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Railway Systems and Materials Science","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":"Citation; Library science; Computer science; Information retrieval; World Wide Web","score_opus":0.05436687945149221,"score_gpt":0.3259934039636869,"score_spread":0.2716265245121947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241980079","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045877823,0.0022694413,0.0010636937,0.0035187677,0.0058896584,0.00016564893,0.010055192,0.0027843935,0.97379446],"genre_scores_gemma":[0.0005525736,0.0007070777,0.00020452215,0.0002488174,0.000225631,0.000016695818,0.0012945158,0.00029841918,0.99645174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994721,0.00003360943,0.000028812034,0.00011546111,0.0002918336,0.000058293674],"domain_scores_gemma":[0.99849737,0.0001462466,0.00007998107,0.00017508835,0.0005446494,0.00055664143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057355425,0.0013090614,0.0009822648,0.0021874176,0.0015681784,0.0041617956,0.0014037631,0.0017496322,0.92434365],"category_scores_gemma":[0.0029376838,0.0008340441,0.00062386884,0.0022670266,0.00048129607,0.0028089187,0.0015416493,0.0018045899,0.8904029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018263125,0.000011382392,0.000041506923,0.000043114047,8.0889515e-7,0.000018548251,0.0000072025937,0.000016053704,0.00016048693,0.00041180852,0.96279085,0.036480002],"study_design_scores_gemma":[0.000005764545,0.000014122323,0.00018581624,0.00003874167,0.0000013112814,0.00007072362,0.000027741156,0.00002319439,0.00010161064,0.0002522959,0.9992749,0.000003829271],"about_ca_topic_score_codex":0.0045874403,"about_ca_topic_score_gemma":0.01392871,"teacher_disagreement_score":0.075656354,"about_ca_system_score_codex":0.0011698857,"about_ca_system_score_gemma":0.0019884026,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4242415575","doi":"10.1002/jbmr.2960","title":"Ed Bd, Masthead, Comm List, Membership List and TOC","year":2017,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Railway Systems and Materials Science","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":"National Institutes of Health; American Society for Bone and Mineral Research; Bone and Joint Initiative USA","keywords":"Citation; Computer science; Library science; World Wide Web; Information retrieval","score_opus":0.0769804080806607,"score_gpt":0.34732763525195204,"score_spread":0.27034722717129134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242415575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000392301,0.0012928316,0.0009545042,0.0025898055,0.0043541165,0.0001413117,0.010375224,0.0026422627,0.97725767],"genre_scores_gemma":[0.00048004917,0.0004814535,0.00018564021,0.00019926832,0.00016738808,0.000013750183,0.0013893252,0.0002665094,0.9968166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951935,0.000027116253,0.00002508671,0.0001081769,0.0002667622,0.000053466843],"domain_scores_gemma":[0.99866736,0.000120600766,0.00006418002,0.00018006601,0.0005221759,0.00044564725],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046785534,0.0012064639,0.00089135946,0.0022529638,0.0017564947,0.0041135494,0.0014026727,0.0015968347,0.91960526],"category_scores_gemma":[0.0024059012,0.0008506277,0.0006270622,0.0024325773,0.00049267075,0.0026990178,0.0014214646,0.0017005776,0.88704866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001465414,0.000011346661,0.000041755276,0.00003691084,7.8051534e-7,0.000014842129,0.000007023225,0.000015524749,0.00018731914,0.0005365287,0.96737826,0.031755112],"study_design_scores_gemma":[0.0000048457878,0.000012722465,0.00020210481,0.000027315937,0.000001264596,0.000045384182,0.000026944968,0.000022194086,0.00012406062,0.0002889887,0.9992405,0.0000036485947],"about_ca_topic_score_codex":0.005603868,"about_ca_topic_score_gemma":0.016426291,"teacher_disagreement_score":0.080394745,"about_ca_system_score_codex":0.0012113976,"about_ca_system_score_gemma":0.0020266224,"threshold_uncertainty_score":0.11467326},"labels":[],"label_agreement":null},{"id":"W4247476837","doi":"10.1002/jbmr.3490","title":"Ed Bd, Masthead, Comm List, Membership List and TOC","year":2019,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Railway Systems and Materials Science","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":"Citation; Computer science; World Wide Web; Library science; Information retrieval","score_opus":0.034509099205871634,"score_gpt":0.29671700917276916,"score_spread":0.2622079099668975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247476837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004531253,0.0023543965,0.0011399243,0.0033909099,0.005598492,0.00016476144,0.010189643,0.0028854567,0.97382325],"genre_scores_gemma":[0.0005453384,0.00071415084,0.00022080814,0.00024192888,0.00021162354,0.000017270719,0.001308051,0.00030641034,0.99643433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994696,0.00003450656,0.00002906919,0.00011613015,0.0002945801,0.000056221066],"domain_scores_gemma":[0.9985128,0.00014669614,0.00008209327,0.00018339763,0.00053772744,0.000537222],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005864107,0.0013339376,0.0010117288,0.0022412455,0.001550771,0.004188025,0.0014201191,0.0017471128,0.92404324],"category_scores_gemma":[0.0029997546,0.0008433476,0.00063775963,0.0023173266,0.0004802022,0.0027760656,0.0015507953,0.0018365695,0.8927169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019310944,0.000011598335,0.000042046846,0.000045743214,8.72038e-7,0.00001996887,0.000007736819,0.000016786425,0.0001803792,0.00044592287,0.96011066,0.039098945],"study_design_scores_gemma":[0.000005918341,0.000014347245,0.00017894278,0.000039974697,0.0000013303719,0.00007514846,0.00002653965,0.000023433042,0.000109158966,0.00026651032,0.99925476,0.0000039587485],"about_ca_topic_score_codex":0.004278771,"about_ca_topic_score_gemma":0.013187598,"teacher_disagreement_score":0.07595676,"about_ca_system_score_codex":0.0011474818,"about_ca_system_score_gemma":0.0019432183,"threshold_uncertainty_score":0.108343124},"labels":[],"label_agreement":null},{"id":"W4255373789","doi":"10.29173/ikc940","title":"Synthesis of the K-Fe-Ni sulphide from Frank Smith mine","year":2019,"lang":"en","type":"article","venue":"International Kimberlite Conference Extended Abstracts: 1977","topic":"Railway Systems and Materials Science","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":"Dalhousie University","funders":"","keywords":"Computer science; Metallurgy; Materials science","score_opus":0.009303746954576616,"score_gpt":0.2105057321660807,"score_spread":0.2012019852115041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255373789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9376372,0.00296055,0.010479837,0.00037234678,0.000107388514,0.000076366145,0.00078782754,0.00031467935,0.047263794],"genre_scores_gemma":[0.95727736,0.0013090062,0.0070472467,0.000043461812,0.000010134257,0.000011688868,0.0005246244,0.00004094081,0.033735547],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996686,0.0000027252017,0.0000023208338,0.000006295386,0.000014534638,0.0000073394867],"domain_scores_gemma":[0.9999827,0.0000018502907,0.0000018275015,0.0000022597426,0.000007318174,0.000004138343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054552536,0.00013314016,0.00019926748,0.00018109145,0.00035195428,0.00014379086,0.0001332109,0.00012885073,0.0019205183],"category_scores_gemma":[0.000064209664,0.0000994732,0.000100851816,0.00016574678,0.0001244593,0.000117042044,0.00011191445,0.00016037507,0.00063839235],"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":[0.00012931465,0.000020244948,0.00041301522,0.00013477448,0.000009306181,0.00027422947,0.00012147107,0.00064144563,0.980253,0.0017037214,0.0005902059,0.015709171],"study_design_scores_gemma":[0.0000116852125,0.00013760373,0.0022296442,0.0000107495125,0.0000083446275,0.00025010592,0.00005220523,0.0005695369,0.9581286,0.0002511701,0.038342383,0.000008144456],"about_ca_topic_score_codex":0.0022585467,"about_ca_topic_score_gemma":0.005733146,"teacher_disagreement_score":0.0022585467,"about_ca_system_score_codex":0.00025409993,"about_ca_system_score_gemma":0.0003266702,"threshold_uncertainty_score":0.0064247847},"labels":[],"label_agreement":null},{"id":"W4284888002","doi":"10.18280/acsm.460305","title":"Investigation of Dynamic Mechanical Behavior of Nanosilica Filled Carbon-Kevlar-Epoxy Polymer Hybrid Nanocomposite","year":2022,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Epoxy; Dynamic mechanical analysis; Nanocomposite; Kevlar; Dynamic modulus; Composite number; Glass transition; Polymer","score_opus":0.016869026927680712,"score_gpt":0.22670094267937188,"score_spread":0.20983191575169116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284888002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979995,0.00027767554,0.0012910747,0.000007573225,0.0000048710062,0.0000041849735,0.000040205585,0.0000190254,0.00035584607],"genre_scores_gemma":[0.997488,0.00015838088,0.0015010517,0.0000070324973,0.000001803162,0.000007302772,0.000073886324,0.000008321841,0.00075428333],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999081,0.000007424475,0.000004986088,0.000023498465,0.000040498915,0.000015444493],"domain_scores_gemma":[0.99984384,0.000039075803,0.000047422123,0.0000072144953,0.000039499744,0.000023018847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009863303,0.00021289791,0.00010385441,0.00021817049,0.000093855386,0.00011737443,0.00010491939,0.00016975842,0.00061469804],"category_scores_gemma":[0.0001281314,0.000118306074,0.00010819865,0.00011828678,0.00012227109,0.00018101084,0.00008407312,0.00022077133,0.000097902965],"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":[0.000014641621,0.000005638811,0.00014722039,0.000014938092,0.0000019635443,0.000018513863,0.000007999987,0.00005594959,0.9993051,0.000010929755,0.0000030694046,0.00041396718],"study_design_scores_gemma":[0.000001544141,0.00017422115,0.0054948865,0.0000030167091,0.0000070002593,0.00007745556,0.000022053979,0.00085801416,0.9930148,0.000008049446,0.00033547723,0.0000034321315],"about_ca_topic_score_codex":0.00024621407,"about_ca_topic_score_gemma":0.0009238366,"teacher_disagreement_score":0.00061469804,"about_ca_system_score_codex":0.00010855085,"about_ca_system_score_gemma":0.00006516399,"threshold_uncertainty_score":0.0020563602},"labels":[],"label_agreement":null},{"id":"W4285116521","doi":"10.54826/19979258_2022_2_24","title":"The technology of rolling rails with double slopes of the inner faces of the flanges of the sole in universal stands on modern rail rolling mills","year":2022,"lang":"en","type":"article","venue":"Problemy chernoi metallurgii i materialovedeniya","topic":"Railway Systems and Materials Science","field":"Engineering","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":"EVRAZ (Canada)","funders":"","keywords":"Rolling resistance; Engineering; Engineering drawing; Mechanical engineering","score_opus":0.006600066314942959,"score_gpt":0.17196347411534926,"score_spread":0.16536340780040631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285116521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8332342,0.002238384,0.1247383,0.0002446793,0.00018158121,0.000053621534,0.00006995054,0.00022276053,0.03901646],"genre_scores_gemma":[0.9782074,0.0005004202,0.014138485,0.000014540584,0.000026453023,0.00001248353,0.000023949056,0.000016140673,0.0070600486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983716,0.000035932153,0.0000066661737,0.000041395106,0.000046304245,0.000032553264],"domain_scores_gemma":[0.99992585,0.000018801418,0.000009399629,0.000020433985,0.00001383201,0.000011676682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023349177,0.00024913036,0.00026138863,0.00041231106,0.0007814048,0.0008070036,0.00064649346,0.00035789426,0.0023871344],"category_scores_gemma":[0.00022587483,0.00028162563,0.00035984948,0.00043276284,0.0011838913,0.0007551127,0.00053993287,0.00045164998,0.000322998],"study_design_candidate":"bench_or_experimental","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":[0.0006582422,0.00017522901,0.010464107,0.00061732903,0.0000369336,0.0016177206,0.0019349711,0.032496706,0.38560474,0.43491873,0.00243139,0.12904401],"study_design_scores_gemma":[0.00018142175,0.004218094,0.050243232,0.0003093561,0.00022449403,0.007942074,0.004079176,0.2155743,0.34354046,0.26066154,0.11271024,0.0003156871],"about_ca_topic_score_codex":0.00072094105,"about_ca_topic_score_gemma":0.0009833379,"teacher_disagreement_score":0.0023871344,"about_ca_system_score_codex":0.00033272416,"about_ca_system_score_gemma":0.00046197936,"threshold_uncertainty_score":0.007985771},"labels":[],"label_agreement":null},{"id":"W4320020370","doi":"10.57070/2304-4497-2022-4(42)-92-99","title":"INVESTIGATION OF THE DISTRIBUTION OF RESIDUAL STRESSES IN THE ZONE OF THE WELDED SEAM OF RAILS OF THE R65 TYPE OF THE DT350 CATEGORY","year":2022,"lang":"en","type":"article","venue":"Bulletin of the Siberian State Industrial University","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Welding; Residual stress; Materials science; Hardening (computing); Flash welding; Structural engineering; Butt welding; Ultimate tensile strength; Metallurgy; Heat-affected zone; Composite material; Gas metal arc welding; Layer (electronics); Engineering","score_opus":0.02665584782488716,"score_gpt":0.18016158228235976,"score_spread":0.1535057344574726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320020370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988004,0.00022965032,0.00044282665,0.0000053983604,0.0000027045076,0.0000030282606,0.00013545985,0.0000175409,0.0003629511],"genre_scores_gemma":[0.9987639,0.00006008517,0.00028417585,0.0000042610036,0.0000016732638,0.000003483007,0.000197683,0.000005562274,0.00067921536],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998772,0.0000054656152,0.000006958569,0.000031310767,0.000056576995,0.000022470911],"domain_scores_gemma":[0.99974674,0.0000217644,0.000060619303,0.000014328705,0.0001290963,0.000027392296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012009879,0.00012764387,0.00015217255,0.0005509896,0.00018536072,0.00014850264,0.00018670064,0.00025027336,0.0009991585],"category_scores_gemma":[0.00013881776,0.00013393907,0.00016418124,0.000356173,0.00022336822,0.00012066736,0.00007895472,0.00018798285,0.00016577587],"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":[0.00012895348,0.00001807357,0.007310539,0.00006236942,0.000009312744,0.000119802695,0.00021557906,0.00023798565,0.9892396,0.000040388186,0.000042326094,0.0025750771],"study_design_scores_gemma":[0.000007536275,0.0008744426,0.57386005,0.000019125973,0.000042823503,0.00060959393,0.00097317045,0.0020242885,0.4198938,0.00003994061,0.0016326512,0.000022366841],"about_ca_topic_score_codex":0.002981176,"about_ca_topic_score_gemma":0.004610342,"teacher_disagreement_score":0.002981176,"about_ca_system_score_codex":0.00011907535,"about_ca_system_score_gemma":0.00011616998,"threshold_uncertainty_score":0.005927682},"labels":[],"label_agreement":null},{"id":"W4389150678","doi":"10.32339/10.32339/0135-5910-2023-7-566-574","title":"Development of technological solutions to improve the quality of railway rails by improving the technology of smelting, out-of-furnace processing and continuous casting of rail electric steel.","year":2023,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Metallurgy; Smelting; Steelmaking; Slag (welding); Materials science; Continuous casting; Electric arc furnace","score_opus":0.018925344665788688,"score_gpt":0.22783662209819003,"score_spread":0.20891127743240134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389150678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.618347,0.023812179,0.29356828,0.0028560061,0.00039022366,0.0005337523,0.00063110545,0.001542592,0.058318865],"genre_scores_gemma":[0.74811363,0.01383538,0.21842688,0.00034662258,0.00006143651,0.00015638949,0.0010979051,0.00008153831,0.017880214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960035,0.000046347523,0.000022764356,0.00006545043,0.00021719531,0.00004792106],"domain_scores_gemma":[0.99973744,0.000016384027,0.000063594875,0.000024157767,0.00013903028,0.000019307625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006273324,0.0004034756,0.00022177663,0.0009823724,0.00030672931,0.00071248435,0.00051822147,0.00057478755,0.0027424009],"category_scores_gemma":[0.00036782966,0.00016412252,0.00040395337,0.00060763763,0.0003104015,0.0006506072,0.00043866943,0.0005775911,0.0009840708],"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":[0.00011878853,0.00029868216,0.009697087,0.0013583974,0.00005357257,0.0002630482,0.00023518963,0.00535548,0.7041614,0.01193525,0.0024600485,0.26406303],"study_design_scores_gemma":[0.00010212412,0.0022867653,0.057096805,0.00045772613,0.00021890448,0.0012635161,0.0011122602,0.016611472,0.6388036,0.00479969,0.2771612,0.00008585537],"about_ca_topic_score_codex":0.0026387738,"about_ca_topic_score_gemma":0.004620246,"teacher_disagreement_score":0.0027424009,"about_ca_system_score_codex":0.00080731243,"about_ca_system_score_gemma":0.0025455977,"threshold_uncertainty_score":0.009174287},"labels":[],"label_agreement":null},{"id":"W4400012174","doi":"10.32339/0135-5910-2023-7-566-574","title":"Development of technological solutions to improve the quality of railway rails by improving the technology of smelting, out-of-furnace processing and continuous casting of rail electric steel.","year":2023,"lang":"en","type":"article","venue":"Ferrous Metallurgy Bulletin of Scientific Technical and Economic Information","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Smelting; Casting; Continuous casting; Quality (philosophy); Metallurgy; Engineering; Manufacturing engineering; Materials science","score_opus":0.018925344665788688,"score_gpt":0.22783662209819003,"score_spread":0.20891127743240134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400012174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.618347,0.023812179,0.29356828,0.0028560061,0.00039022366,0.0005337523,0.00063110545,0.001542592,0.058318865],"genre_scores_gemma":[0.74811363,0.01383538,0.21842688,0.00034662258,0.00006143651,0.00015638949,0.0010979051,0.00008153831,0.017880214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960035,0.000046347523,0.000022764356,0.00006545043,0.00021719531,0.00004792106],"domain_scores_gemma":[0.99973744,0.000016384027,0.000063594875,0.000024157767,0.00013903028,0.000019307625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006273324,0.0004034756,0.00022177663,0.0009823724,0.00030672931,0.00071248435,0.00051822147,0.00057478755,0.0027424009],"category_scores_gemma":[0.00036782966,0.00016412252,0.00040395337,0.00060763763,0.0003104015,0.0006506072,0.00043866943,0.0005775911,0.0009840708],"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":[0.00011878853,0.00029868216,0.009697087,0.0013583974,0.00005357257,0.0002630482,0.00023518963,0.00535548,0.7041614,0.01193525,0.0024600485,0.26406303],"study_design_scores_gemma":[0.00010212412,0.0022867653,0.057096805,0.00045772613,0.00021890448,0.0012635161,0.0011122602,0.016611472,0.6388036,0.00479969,0.2771612,0.00008585537],"about_ca_topic_score_codex":0.0026387738,"about_ca_topic_score_gemma":0.004620246,"teacher_disagreement_score":0.0027424009,"about_ca_system_score_codex":0.00080731243,"about_ca_system_score_gemma":0.0025455977,"threshold_uncertainty_score":0.009174287},"labels":[],"label_agreement":null},{"id":"W4401923627","doi":"10.1007/978-3-031-70670-7_18","title":"Moving from Microfluidics to Millifluidics for Liposome Production","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Microfluidics; Liposome; Production (economics); Nanotechnology; Materials science; Economics","score_opus":0.011682705553818416,"score_gpt":0.2036365790552746,"score_spread":0.19195387350145618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401923627","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034028944,0.30175284,0.4251621,0.02840357,0.012863153,0.0002492612,0.0010011791,0.0032213083,0.1933177],"genre_scores_gemma":[0.15198588,0.21100639,0.32080328,0.0134028755,0.0034465808,0.0003508847,0.0010689582,0.0009661599,0.296969],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977523,0.000018310828,0.000012662826,0.00006112137,0.000105146886,0.000027623832],"domain_scores_gemma":[0.99988306,0.000052426723,0.000011832715,0.000014957754,0.000021250033,0.000016548942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004833724,0.0005397777,0.00056988996,0.00060871115,0.0004231391,0.0024014055,0.0009367485,0.0013320671,0.010799951],"category_scores_gemma":[0.00030707312,0.0004992749,0.0005875528,0.00068438554,0.000984264,0.0037813203,0.0014560333,0.0029268002,0.0060010096],"study_design_candidate":"bench_or_experimental","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":[0.00011232518,0.00013327056,0.00018769891,0.0014456976,0.000029779334,0.00017060852,0.0003321303,0.0014085704,0.37097925,0.17786376,0.046507813,0.4008292],"study_design_scores_gemma":[0.000032677435,0.00022243024,0.0004169001,0.00032681864,0.000027340935,0.00044049384,0.00013973954,0.0061502997,0.1966432,0.0650684,0.73046625,0.00006540722],"about_ca_topic_score_codex":0.0006000014,"about_ca_topic_score_gemma":0.00081161724,"teacher_disagreement_score":0.010799951,"about_ca_system_score_codex":0.001166033,"about_ca_system_score_gemma":0.0004664755,"threshold_uncertainty_score":0.036129415},"labels":[],"label_agreement":null},{"id":"W4406483278","doi":"10.1016/0967-0653(96)81836-9","title":"10.1016/0967-0653(96)81836-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Particulates; Channel (broadcasting); Environmental chemistry; Environmental science; Chemistry; Telecommunications; Computer science","score_opus":0.00457808874704517,"score_gpt":0.14896856616315862,"score_spread":0.14439047741611344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406483278","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005238005,0.0004302088,0.0006129016,0.0003557335,0.00033754838,0.00010152787,0.0005631072,0.0007269477,0.9963483],"genre_scores_gemma":[0.00073767814,0.00029798312,0.0003302842,0.00022190162,0.00007775949,0.000049913848,0.00037249952,0.00014345162,0.9977684],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993813,0.00004100943,0.00005800446,0.0002293513,0.00015337666,0.00013698064],"domain_scores_gemma":[0.99792564,0.00050716713,0.00011171055,0.0002377946,0.0005723064,0.0006452884],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001089083,0.0026580265,0.0018101877,0.0024651813,0.0028021724,0.004368069,0.003068197,0.0050170943,0.9868592],"category_scores_gemma":[0.0014142698,0.0010559155,0.001455679,0.0023418742,0.002369049,0.005071279,0.0029825014,0.0028143695,0.99201035],"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":[0.00049581873,0.00025628743,0.0011262224,0.00080716866,0.000057824873,0.00034290666,0.00015182146,0.00046330626,0.0037691258,0.005873669,0.3681781,0.61847776],"study_design_scores_gemma":[0.00005643766,0.00014069649,0.0008006121,0.00035660242,0.000018369323,0.0004488327,0.00016444914,0.00018354518,0.00049781747,0.00068827835,0.99661887,0.000025444828],"about_ca_topic_score_codex":0.0036425688,"about_ca_topic_score_gemma":0.0032756578,"teacher_disagreement_score":0.013140798,"about_ca_system_score_codex":0.0010427366,"about_ca_system_score_gemma":0.00094651093,"threshold_uncertainty_score":0.018743694},"labels":[],"label_agreement":null},{"id":"W4408087028","doi":"10.17073/0368-0797-2025-1-40-43","title":"Anthology of rails produced by JSC EVRAZ United West Siberian Metallurgical Plant in the 21st century","year":2025,"lang":"en","type":"article","venue":"Izvestiya Ferrous Metallurgy","topic":"Railway Systems and Materials Science","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":"EVRAZ (Canada)","funders":"","keywords":"Metallurgy; Engineering; Archaeology; Materials science; Geology; Mining engineering; History","score_opus":0.010388787275563685,"score_gpt":0.22369854128931257,"score_spread":0.21330975401374888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408087028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01829982,0.14124674,0.0023246692,0.008934182,0.044944465,0.00010354514,0.0016673071,0.00036334232,0.78211594],"genre_scores_gemma":[0.05688448,0.04474072,0.00145586,0.0013643203,0.012565406,0.000060279697,0.001144658,0.00032491414,0.88145936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998684,0.000014558064,0.000009868099,0.000035531644,0.00005664026,0.000014967666],"domain_scores_gemma":[0.99987435,0.000037651727,0.0000191275,0.000009012574,0.00003715541,0.000022698312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017703642,0.0005390201,0.0003245494,0.0015967498,0.001270893,0.0013310855,0.00032299926,0.0005320028,0.043743428],"category_scores_gemma":[0.00033467016,0.0001695014,0.00018621955,0.0013882623,0.00050550885,0.0009959115,0.00074968534,0.0012062897,0.009337532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022026597,0.000071934366,0.0010858934,0.0010754231,0.000013909094,0.00080544665,0.0024467555,0.0002695779,0.0068070646,0.08470885,0.74031913,0.16217574],"study_design_scores_gemma":[0.0000014347866,0.000014706331,0.001043639,0.00007979807,0.0000013450733,0.0001710693,0.00008328208,0.000023099334,0.00014907162,0.00034007113,0.9980908,0.0000017933755],"about_ca_topic_score_codex":0.0016797179,"about_ca_topic_score_gemma":0.0031530005,"teacher_disagreement_score":0.043743428,"about_ca_system_score_codex":0.0008726698,"about_ca_system_score_gemma":0.00046511908,"threshold_uncertainty_score":0.14633638},"labels":[],"label_agreement":null},{"id":"W4410966160","doi":"10.1007/978-981-96-3953-3_4","title":"Application of Nanomaterials in Structural Engineering and Technology for Industry 4.0 in the Era of Digital Twin","year":2025,"lang":"en","type":"book-chapter","venue":"Smart nanomaterials technology","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Concordia University","funders":"","keywords":"Nanomaterials; Engineering; Business; Manufacturing engineering; Nanotechnology; Materials science","score_opus":0.004886517357992729,"score_gpt":0.2019595200977715,"score_spread":0.19707300273977876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410966160","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033163829,0.08852388,0.02973213,0.004697306,0.0042546685,0.00003730532,0.00007574748,0.00031935374,0.8690433],"genre_scores_gemma":[0.034900498,0.09062045,0.03123832,0.0018523348,0.0012428506,0.00007528904,0.00013157153,0.0002319539,0.8397067],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99981624,0.00002365012,0.0000056592626,0.000022385804,0.000118495016,0.0000136934505],"domain_scores_gemma":[0.9998802,0.000061748746,0.0000051346865,0.000014365019,0.000027573353,0.0000109789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002813248,0.00051692524,0.00029516022,0.00076884223,0.0007813378,0.0021603485,0.00049831806,0.0010971621,0.013261103],"category_scores_gemma":[0.00037375625,0.00025779274,0.00033718304,0.0008502489,0.0011087001,0.0028671953,0.0011785104,0.0016069186,0.00513664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012223696,0.000027277212,0.00007656316,0.00040833937,0.000005592233,0.000142705,0.00037379976,0.0010073021,0.009032278,0.7364203,0.07491565,0.177578],"study_design_scores_gemma":[0.0000011857838,0.00001726554,0.000083314,0.00014730956,0.0000023703706,0.00023722454,0.00008508826,0.0008994832,0.0028070637,0.10176955,0.8939432,0.000007049434],"about_ca_topic_score_codex":0.0005144133,"about_ca_topic_score_gemma":0.0015693068,"teacher_disagreement_score":0.013261103,"about_ca_system_score_codex":0.0010944335,"about_ca_system_score_gemma":0.0006558807,"threshold_uncertainty_score":0.044362843},"labels":[],"label_agreement":null},{"id":"W4414056186","doi":"10.1016/j.rineng.2025.107168","title":"Modification strategies of conductive polymers with advanced carbon materials for energy and environmental solutions","year":2025,"lang":"en","type":"article","venue":"Results in Engineering","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto Mississauga; Universiti Tenaga Nasional; Universiti Kebangsaan Malaysia; Ministry of Higher Education, Malaysia; Tenaga Nasional Berhad","keywords":"Environmental remediation; Nanocomposite; Photocatalysis; Hydrogen production; Oxygen evolution; Carbon fibers; Energy storage; Groundwater remediation","score_opus":0.007422173952194037,"score_gpt":0.19963408092525084,"score_spread":0.1922119069730568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414056186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76627004,0.041279558,0.10573544,0.0015523848,0.0013854768,0.0005742474,0.0009734738,0.00191689,0.080312595],"genre_scores_gemma":[0.943342,0.010941965,0.029515225,0.00057891745,0.00009580921,0.00023780882,0.00041999517,0.00016138422,0.014707042],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980265,0.000018276856,0.0000142756835,0.000058755402,0.00006292159,0.000043049302],"domain_scores_gemma":[0.9998989,0.00001684077,0.000031522195,0.000015429026,0.000023539722,0.000013825585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012646384,0.0008342695,0.00016068855,0.00046602506,0.00019956638,0.0003289121,0.0003596948,0.00066830893,0.0049619554],"category_scores_gemma":[0.00022954872,0.00025190678,0.00042888924,0.00032513906,0.0001610369,0.0006530116,0.00023757003,0.000691331,0.0015645012],"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":[0.00003826276,0.000040930914,0.000069680296,0.00031800527,0.000015405052,0.00013290977,0.000016621385,0.00034100152,0.9786276,0.0010865702,0.0005763798,0.018736633],"study_design_scores_gemma":[0.000007866288,0.00009416865,0.00040993566,0.000022346314,0.00001638106,0.00016503803,0.0000105431145,0.0010192129,0.9770957,0.00021904663,0.020928564,0.000011016179],"about_ca_topic_score_codex":0.0002917008,"about_ca_topic_score_gemma":0.00068597327,"teacher_disagreement_score":0.0049619554,"about_ca_system_score_codex":0.00031484562,"about_ca_system_score_gemma":0.00021908894,"threshold_uncertainty_score":0.016599417},"labels":[],"label_agreement":null},{"id":"W6885989655","doi":"10.14288/1.0441828","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885989655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6886017160","doi":"10.14288/1.0441756","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886017160","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6886019196","doi":"10.14288/1.0441911","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886019196","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6886029532","doi":"10.14288/1.0441815","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886029532","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6886040214","doi":"10.14288/1.0441887","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886040214","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6886045504","doi":"10.14288/1.0441729","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886045504","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6886047917","doi":"10.14288/1.0441738","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886047917","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6886064500","doi":"10.14288/1.0441739","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886064500","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6886073862","doi":"10.14288/1.0441845","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886073862","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904649502","doi":"10.14288/1.0441809","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904649502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904651391","doi":"10.14288/1.0441814","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904651391","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904654385","doi":"10.14288/1.0441936","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904654385","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904720589","doi":"10.14288/1.0441868","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904720589","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904721293","doi":"10.14288/1.0441940","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904721293","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.7012879,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904746931","doi":"10.14288/1.0441805","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904746931","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904790486","doi":"10.14288/1.0441792","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904790486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904835306","doi":"10.14288/1.0441776","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904835306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.8093903,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904876040","doi":"10.14288/1.0441763","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904876040","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.8093903,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904929328","doi":"10.14288/1.0441753","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904929328","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.8093903,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6904963926","doi":"10.14288/1.0441888","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904963926","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6913087864","doi":"10.5284/1026673","title":"Geophysical survey of land at Town End, Stainton, Cumbria","year":2013,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geophysical survey; Field (mathematics); Quarter (Canadian coin); Field survey","score_opus":0.025427153969726706,"score_gpt":0.23231407906119103,"score_spread":0.20688692509146434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6913087864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97371465,0.0003125001,0.0005315543,0.00023122199,0.000011443268,0.00008534752,0.007098325,0.0000651258,0.0179497],"genre_scores_gemma":[0.9581929,0.00065107096,0.0034750386,0.00012478218,0.000022435495,0.00015804767,0.005081101,0.000056920013,0.032237716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99990785,0.000013755373,0.00000502274,0.000021327955,0.000032600245,0.000019536423],"domain_scores_gemma":[0.9997789,0.000034999877,0.00003606319,0.00002357875,0.00007815909,0.00004826736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015014388,0.00012496684,0.00013720959,0.00153901,0.0012777323,0.00041863442,0.0004120694,0.0001780598,0.0070121814],"category_scores_gemma":[0.00057613384,0.0001970527,0.0000752434,0.0017207102,0.00028936245,0.00034244667,0.00076615944,0.00021935043,0.0011749185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006184834,0.00023604042,0.6650815,0.00057355117,0.000094897,0.003981352,0.031022424,0.0016042391,0.06932581,0.0024147257,0.032316476,0.19273032],"study_design_scores_gemma":[0.000009219372,0.000038921244,0.9632147,0.000050394687,0.000010621993,0.00028386197,0.0051109097,0.0004231706,0.0015117953,0.00009813695,0.029239869,0.000008429978],"about_ca_topic_score_codex":0.15208784,"about_ca_topic_score_gemma":0.49181286,"teacher_disagreement_score":0.15208784,"about_ca_system_score_codex":0.0010046752,"about_ca_system_score_gemma":0.0009980191,"threshold_uncertainty_score":0.30240518},"labels":[],"label_agreement":null},{"id":"W6923217927","doi":"10.14288/1.0441671","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923217927","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923218631","doi":"10.14288/1.0441930","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923218631","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923280061","doi":"10.14288/1.0441726","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923280061","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923292104","doi":"10.14288/1.0441680","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923292104","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923323160","doi":"10.14288/1.0441880","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923323160","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W6923377297","doi":"10.14288/1.0441922","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923377297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923393476","doi":"10.14288/1.0441913","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923393476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923426092","doi":"10.14288/1.0441685","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923426092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923546769","doi":"10.14288/1.0441699","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923546769","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923546916","doi":"10.14288/1.0441725","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923546916","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923571462","doi":"10.14288/1.0441713","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923571462","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923595063","doi":"10.14288/1.0441734","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923595063","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.8093903,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923622298","doi":"10.14288/1.0441683","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923622298","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923622551","doi":"10.14288/1.0441943","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923622551","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6923856779","doi":"10.14288/1.0441873","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923856779","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6949671221","doi":"10.5281/zenodo.3541188","title":"NPA_ref2942","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Railway Systems and Materials Science","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":"Simon Fraser University","funders":"","keywords":"Fungus; Citrinin; Penicillium; Citation","score_opus":0.015410333228075149,"score_gpt":0.1954999775028691,"score_spread":0.18008964427479396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949671221","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005110962,0.005718721,0.0013862806,0.0038096716,0.029421654,0.0005635973,0.52055013,0.0047735088,0.43326524],"genre_scores_gemma":[0.0046047824,0.0076324027,0.0033130667,0.0028175344,0.004457283,0.0006789736,0.5367343,0.0036122745,0.43614945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978703,0.00012330727,0.00032150108,0.000365992,0.0010373234,0.00028155898],"domain_scores_gemma":[0.9939144,0.0008162787,0.00031883424,0.00058680744,0.0035221276,0.00084141706],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001166183,0.0024690796,0.0038916199,0.014413862,0.0040138583,0.010366254,0.004646995,0.0048112595,0.8960259],"category_scores_gemma":[0.007719812,0.0017534014,0.0025185365,0.018854147,0.0012778213,0.008886714,0.004316481,0.0027961817,0.82007855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065296255,0.00003241914,0.00012011617,0.0022073435,0.000015720678,0.00010203027,0.000025740574,0.000050907216,0.00046201347,0.0015855125,0.97598946,0.019343484],"study_design_scores_gemma":[0.000038317503,0.000016089994,0.00085520133,0.0004305635,0.000013935995,0.000112632464,0.00002884839,0.000036966263,0.00025676805,0.0008595525,0.997332,0.000019172305],"about_ca_topic_score_codex":0.013433954,"about_ca_topic_score_gemma":0.011206934,"teacher_disagreement_score":0.103974104,"about_ca_system_score_codex":0.0040538064,"about_ca_system_score_gemma":0.007001889,"threshold_uncertainty_score":0.14830637},"labels":[],"label_agreement":null},{"id":"W6950477094","doi":"10.5281/zenodo.7784981","title":"ATR: SCAF1 immunoprecipitation","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Railway Systems and Materials Science","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":"Immunoprecipitation; Spectral line; Antibody; Monoclonal antibody","score_opus":0.025729615381383807,"score_gpt":0.21977970988971318,"score_spread":0.19405009450832938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950477094","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008043296,0.0015431996,0.18918346,0.0006027406,0.00062642054,0.0013021207,0.56565493,0.22427599,0.00876787],"genre_scores_gemma":[0.016491175,0.0011341228,0.28543055,0.0014729644,0.00019290295,0.006577978,0.54740274,0.11741512,0.023882492],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968849,0.00047010393,0.00035988286,0.0012403502,0.0006873255,0.00035745907],"domain_scores_gemma":[0.99810684,0.00071233814,0.00018496823,0.00053528533,0.00029054444,0.00016991145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039443146,0.005285597,0.0046784,0.004224669,0.0024137236,0.0036878197,0.003955552,0.00216494,0.18280049],"category_scores_gemma":[0.004354021,0.0031506137,0.0024762447,0.0029135535,0.0010013584,0.0023079992,0.0025058696,0.006214283,0.16037059],"study_design_candidate":"bench_or_experimental","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":[0.0033754336,0.00036519318,0.00253332,0.004398002,0.00068390905,0.0006112791,0.00037723256,0.0012427437,0.21276797,0.0031170223,0.72353965,0.046988156],"study_design_scores_gemma":[0.0015270592,0.0006217135,0.010619511,0.00063138036,0.0005466875,0.0022330931,0.00020634044,0.012501183,0.3033333,0.0076358095,0.6595931,0.0005508644],"about_ca_topic_score_codex":0.001950563,"about_ca_topic_score_gemma":0.003655092,"teacher_disagreement_score":0.18280049,"about_ca_system_score_codex":0.0012845553,"about_ca_system_score_gemma":0.001843068,"threshold_uncertainty_score":0.6115285},"labels":[],"label_agreement":null},{"id":"W6960866488","doi":"10.14288/1.0441692","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6960866488","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.8093903,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6960919655","doi":"10.14288/1.0441740","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6960919655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6961176409","doi":"10.14288/1.0441818","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","score_opus":0.009795716533744147,"score_gpt":0.2157189166491739,"score_spread":0.20592320011542975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6961176409","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036176143,0.016803578,0.00019582614,0.027123414,0.007820368,0.00005460809,0.003989516,0.00020300418,0.94019204],"genre_scores_gemma":[0.00617265,0.004170049,0.00010652732,0.0010278934,0.00028362486,0.000011087947,0.0005718091,0.00006425035,0.98759216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988631,0.00006222592,0.0000548836,0.00011956762,0.0007016169,0.00019867753],"domain_scores_gemma":[0.9959645,0.0002411495,0.000105426996,0.00024504564,0.0028302646,0.0006135891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066817325,0.00061912515,0.0005682235,0.003918771,0.007622635,0.010206776,0.0011452422,0.0018045659,0.29871207],"category_scores_gemma":[0.0035175488,0.0005185157,0.0002812709,0.0072554066,0.0017190442,0.0013921241,0.0018795746,0.0021878309,0.08727564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421021,0.00001454138,0.0008408345,0.00007130192,0.0000047641597,0.00007536688,0.000096880845,0.000028095455,0.00008663456,0.0033190774,0.95183593,0.04361016],"study_design_scores_gemma":[0.0000016385533,0.000001546829,0.0023202824,0.00007085635,0.0000023323432,0.000023635832,0.00029024272,0.000021861157,0.0000346079,0.00035664422,0.99687165,0.0000047534586],"about_ca_topic_score_codex":0.8093903,"about_ca_topic_score_gemma":0.9331659,"teacher_disagreement_score":0.29871207,"about_ca_system_score_codex":0.01574718,"about_ca_system_score_gemma":0.044086643,"threshold_uncertainty_score":0.9992914},"labels":[],"label_agreement":null},{"id":"W6997442248","doi":"","title":"Welsh index of production and construction 3rd quarter 2000","year":2001,"lang":"en","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welsh; Quarter (Canadian coin); Index (typography); Production (economics)","score_opus":0.009281350716879008,"score_gpt":0.22493249889512404,"score_spread":0.21565114817824504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997442248","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006910723,0.01245269,0.0020315356,0.002940095,0.008431241,0.00020302621,0.38562715,0.0011170139,0.5802865],"genre_scores_gemma":[0.00908689,0.0057922644,0.000686359,0.00016631954,0.0005693383,0.00012805013,0.082667544,0.00038564735,0.90051764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992009,0.000037225687,0.000077642806,0.00009334996,0.00047189428,0.00011896111],"domain_scores_gemma":[0.9979693,0.00013759278,0.0001494114,0.00013874815,0.0014014174,0.00020344633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005550634,0.001895118,0.0009958284,0.01254277,0.0010879397,0.0032501703,0.00096618064,0.0006155675,0.15941562],"category_scores_gemma":[0.0025841396,0.00043468914,0.00033054862,0.019391945,0.0004989804,0.00161825,0.0011114209,0.001313194,0.13630898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017411418,0.0000468651,0.0016842452,0.00028162485,0.000009480378,0.000028263019,0.000052658193,0.000343703,0.00027714894,0.0028114934,0.8916688,0.10262161],"study_design_scores_gemma":[0.000011262672,0.00002641268,0.009963974,0.00011194743,0.0000046765513,0.00002153681,0.00006876489,0.00017586528,0.0002642302,0.0006440361,0.9887001,0.000007253678],"about_ca_topic_score_codex":0.051543098,"about_ca_topic_score_gemma":0.092121415,"teacher_disagreement_score":0.15941562,"about_ca_system_score_codex":0.0029787915,"about_ca_system_score_gemma":0.0039438386,"threshold_uncertainty_score":0.5332984},"labels":[],"label_agreement":null},{"id":"W7017615665","doi":"","title":"Belle-Moue Blessed motherhood","year":2000,"lang":"en","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Railway Systems and Materials Science","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":"Power (physics); Modernity; Rationality","score_opus":0.0067777399579455,"score_gpt":0.17221007126650226,"score_spread":0.16543233130855675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017615665","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17338867,0.025140507,0.0039238054,0.08147433,0.0020387615,0.000081608494,0.0006998829,0.00007379987,0.71317875],"genre_scores_gemma":[0.6539115,0.0076367315,0.00097201834,0.0038172954,0.00010298326,0.000037195125,0.00010401034,0.00005306374,0.3333652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855083,0.0005314119,0.00002516923,0.00018455561,0.00040235545,0.0003056786],"domain_scores_gemma":[0.99810505,0.00038352967,0.00013225453,0.00014708385,0.0008119036,0.00042005477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020358737,0.00026550228,0.00029750855,0.0007294776,0.01097847,0.0040772823,0.0005618117,0.0009305084,0.0160911],"category_scores_gemma":[0.0036920267,0.00015590503,0.0001420453,0.0009607482,0.005545592,0.0017149273,0.0020210883,0.0018195377,0.0013056545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065781394,0.000018112187,0.0094219865,0.00019755124,0.000013189206,0.0007292511,0.1502969,0.00012762786,0.0007075064,0.65414625,0.100923024,0.08335282],"study_design_scores_gemma":[0.000005140252,0.000023506796,0.015218807,0.00057383813,0.000010376468,0.00019577688,0.05034209,0.000112596565,0.00042789773,0.010280752,0.92278314,0.000026169013],"about_ca_topic_score_codex":0.70955384,"about_ca_topic_score_gemma":0.8598163,"teacher_disagreement_score":0.70955384,"about_ca_system_score_codex":0.02599168,"about_ca_system_score_gemma":0.025266342,"threshold_uncertainty_score":0.5843133},"labels":[],"label_agreement":null},{"id":"W7017801455","doi":"","title":"Canadian Commission on Construction Materials Evaluation (CCME) appoints new chair","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Work (physics); Government (linguistics); Agency (philosophy)","score_opus":0.014190065358581399,"score_gpt":0.22202012489106293,"score_spread":0.20783005953248154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017801455","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013301401,0.03339064,0.010972288,0.36737075,0.04365481,0.0036210443,0.018917928,0.0016515953,0.50711954],"genre_scores_gemma":[0.068992406,0.015055877,0.033181522,0.053706504,0.0017419517,0.00092290563,0.007809417,0.0010632821,0.81752604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9111314,0.0037950862,0.0030295395,0.0020812836,0.072834976,0.0071278424],"domain_scores_gemma":[0.8775469,0.006194312,0.001710439,0.0028166745,0.10367696,0.008054796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03575003,0.0015889141,0.002263676,0.0098730475,0.01057645,0.010126306,0.0040700547,0.014097964,0.020621032],"category_scores_gemma":[0.04292889,0.0017443058,0.0022337534,0.0068107015,0.004072545,0.002786104,0.0032859913,0.009388052,0.0040041558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011567181,0.0000991705,0.0028890306,0.00037759615,0.00005762177,0.00015633614,0.00019673379,0.0005615542,0.0010964896,0.050601527,0.89932096,0.044527307],"study_design_scores_gemma":[0.000020104193,0.000012870461,0.0035485502,0.0001788555,0.00003182048,0.000027580489,0.00014465208,0.0002463277,0.00075158203,0.0010039962,0.9939878,0.00004594239],"about_ca_topic_score_codex":0.9475834,"about_ca_topic_score_gemma":0.9621923,"teacher_disagreement_score":0.08762537,"about_ca_system_score_codex":0.08762537,"about_ca_system_score_gemma":0.4413788,"threshold_uncertainty_score":0.6357695},"labels":[],"label_agreement":null},{"id":"W7039470630","doi":"","title":"Marché Central is now the first power centre in Quebec to integrate the Vehicles Electrically Rechargeable Network (VERnetwork(TM))","year":2013,"lang":"en","type":"other","venue":"","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Key (lock); Window (computing); Work (physics)","score_opus":0.0049280719462337945,"score_gpt":0.17412377138527563,"score_spread":0.16919569943904184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039470630","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018565124,0.0012091191,0.0069679907,0.00434733,0.00071682804,0.0003852182,0.01541591,0.0027670837,0.9496254],"genre_scores_gemma":[0.034453142,0.0002625747,0.0021369914,0.0003676478,0.000022673928,0.00003501126,0.0020795728,0.0004161625,0.9602263],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989631,0.000049998496,0.000020737669,0.000117369425,0.0004993072,0.00034943796],"domain_scores_gemma":[0.99790585,0.00013875373,0.00005768972,0.00012666703,0.0014109904,0.00036011197],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080111506,0.0008479628,0.0004756779,0.0011817034,0.0042881225,0.003678972,0.001469611,0.0016962796,0.30715445],"category_scores_gemma":[0.0016723037,0.00054101157,0.0006949115,0.0013228806,0.0010357748,0.0013769718,0.00096481317,0.0016206461,0.03537245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039684636,0.00023409941,0.011160992,0.00032029193,0.000048978825,0.0005625141,0.0005836464,0.0033956002,0.0036693977,0.0406814,0.7190194,0.21992688],"study_design_scores_gemma":[0.000035740417,0.00003388394,0.00751555,0.000049204413,0.000009261517,0.00012428379,0.00026596233,0.0022119386,0.0011010394,0.00088671065,0.9877418,0.000024634384],"about_ca_topic_score_codex":0.9517939,"about_ca_topic_score_gemma":0.979163,"teacher_disagreement_score":0.30715445,"about_ca_system_score_codex":0.020117331,"about_ca_system_score_gemma":0.03356315,"threshold_uncertainty_score":0.9882601},"labels":[],"label_agreement":null},{"id":"W7039712450","doi":"","title":"Newly Dependent: The Living Experiences of Transnational Women in North America","year":2022,"lang":"en","type":"article","venue":"Civil War Book Review","topic":"Railway Systems and Materials Science","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":"Immigration; Ethnography; Autonomy; Identity (music); Agency (philosophy); Global South; Qualitative research","score_opus":0.008089408371263086,"score_gpt":0.20455159846695556,"score_spread":0.19646219009569246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039712450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98852575,0.0010394679,0.00014457347,0.0034900603,0.000112406386,0.000024419469,0.00004389397,0.000008757246,0.006610613],"genre_scores_gemma":[0.99155605,0.0013423801,0.00016925263,0.0014945854,0.000030594292,0.000070375965,0.000041338808,0.000018878749,0.005276487],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971583,0.0015805615,0.000081079896,0.0002443253,0.0002242149,0.00071154715],"domain_scores_gemma":[0.99703825,0.0009632456,0.0003187769,0.0001202935,0.00038357708,0.0011758908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023929337,0.00083341013,0.001066949,0.0011270205,0.023536682,0.0056328713,0.0014745761,0.0022952144,0.0056281756],"category_scores_gemma":[0.002987332,0.00073704566,0.00039921366,0.0014982981,0.013976291,0.005418711,0.0107569955,0.004880651,0.00051382696],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011827719,0.000013508968,0.0014028235,0.000023094033,0.0000021937208,0.00037430035,0.9961456,0.0000040161085,0.00033962677,0.00028357116,0.00031497705,0.0010844012],"study_design_scores_gemma":[5.106637e-7,0.000011621056,0.00084694923,0.000020993142,0.0000011511902,0.000073014126,0.9964624,0.000004279267,0.000024073071,0.000026706171,0.00252358,0.000004720681],"about_ca_topic_score_codex":0.087271236,"about_ca_topic_score_gemma":0.20936672,"teacher_disagreement_score":0.087271236,"about_ca_system_score_codex":0.0053257905,"about_ca_system_score_gemma":0.004431015,"threshold_uncertainty_score":0.17352653},"labels":[],"label_agreement":null},{"id":"W7040305710","doi":"","title":"CBCR 3 2007 08 10","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Railway Systems and Materials Science","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":"Witness; Pluto; Suite; Frith; Key (lock)","score_opus":0.004949740259862447,"score_gpt":0.1723870374265183,"score_spread":0.16743729716665587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7040305710","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023787864,0.0005039403,0.0005364402,0.0023192088,0.0020531088,0.0000681442,0.0023775154,0.0013467909,0.99055696],"genre_scores_gemma":[0.00089002505,0.00033043962,0.00028745775,0.00063955056,0.00013137475,0.000018925335,0.0015448303,0.00031005833,0.9958474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988895,0.0000736775,0.000046429013,0.0001594839,0.00060849654,0.00022240895],"domain_scores_gemma":[0.99817455,0.000077476194,0.000036538713,0.00025617288,0.0011341603,0.0003211899],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011012297,0.000768505,0.0006726922,0.002118397,0.0030249231,0.010012952,0.001785608,0.004051233,0.746366],"category_scores_gemma":[0.0023847374,0.00041967208,0.0007362703,0.0019698078,0.0009004557,0.0019947335,0.002455907,0.0025091101,0.7474773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023468436,0.000023586726,0.00009667819,0.000080808546,0.000002495667,0.00004159671,0.00004060671,0.00003327629,0.00027295836,0.00679336,0.9607783,0.03181281],"study_design_scores_gemma":[0.0000029205105,0.0000046866053,0.00015711116,0.000043113083,0.0000016705076,0.00002267893,0.00003210303,0.00002246993,0.0000923364,0.00031844532,0.9992988,0.0000036920578],"about_ca_topic_score_codex":0.07486406,"about_ca_topic_score_gemma":0.10975501,"teacher_disagreement_score":0.25363398,"about_ca_system_score_codex":0.004673932,"about_ca_system_score_gemma":0.0051874584,"threshold_uncertainty_score":0.36177808},"labels":[],"label_agreement":null},{"id":"W7040890885","doi":"","title":"Roulis de départ","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Set (abstract data type); Context (archaeology)","score_opus":0.0023166043324410494,"score_gpt":0.12268559853347981,"score_spread":0.12036899420103876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7040890885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029151272,0.006688041,0.0018604557,0.0029382596,0.0027553819,0.00006266541,0.002280908,0.0010025649,0.97949666],"genre_scores_gemma":[0.004642919,0.0012532779,0.00057044864,0.00014943097,0.00013104243,0.000009697297,0.000466915,0.00021408325,0.99256223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921584,0.000054117452,0.000029958665,0.00018851073,0.0003671927,0.00014429228],"domain_scores_gemma":[0.99936885,0.00008936524,0.000033911034,0.00010839874,0.000297609,0.00010190678],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005908607,0.0015463069,0.0008512877,0.0029310626,0.00432781,0.0044556563,0.0012316563,0.0019643165,0.4955655],"category_scores_gemma":[0.001464207,0.00044916812,0.0006300924,0.001981221,0.001307535,0.0022132443,0.0020426812,0.0017097554,0.27959192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017350355,0.000078882134,0.00083700684,0.00023934482,0.000017835227,0.0004931556,0.000666057,0.0004500797,0.0026850842,0.08521994,0.55861884,0.3505203],"study_design_scores_gemma":[0.0000026049693,0.000004767679,0.0004279034,0.000025158923,0.000002408888,0.00012511002,0.00006003887,0.00005214636,0.00041190864,0.0010405066,0.997843,0.000004350064],"about_ca_topic_score_codex":0.09378661,"about_ca_topic_score_gemma":0.13612378,"teacher_disagreement_score":0.4955655,"about_ca_system_score_codex":0.0040640496,"about_ca_system_score_gemma":0.0038626792,"threshold_uncertainty_score":0.7195146},"labels":[],"label_agreement":null},{"id":"W7043788727","doi":"","title":"Welsh index of production and construction 3rd quarter 2002","year":2003,"lang":"en","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Welsh; Index (typography); Production (economics)","score_opus":0.009406918294410833,"score_gpt":0.22215945698380415,"score_spread":0.2127525386893933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043788727","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064326837,0.013044774,0.002354895,0.003076495,0.009448145,0.00019483008,0.37914112,0.0011251029,0.58518195],"genre_scores_gemma":[0.009379379,0.006159477,0.00078872655,0.00016737718,0.0006238615,0.00012422269,0.08381663,0.00041813598,0.8985222],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991333,0.0000445441,0.00008591366,0.00009687393,0.0005167312,0.00012273432],"domain_scores_gemma":[0.9977702,0.00014274142,0.00015119046,0.00014786105,0.0015851767,0.00020290316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796139,0.0017882191,0.0010262757,0.012323419,0.0010668011,0.0037551587,0.0010123681,0.00061128405,0.15156026],"category_scores_gemma":[0.0026813988,0.0004360664,0.0003432177,0.019057697,0.00047539367,0.0016265056,0.0011201185,0.001298755,0.12916902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016152335,0.000045636763,0.0016710955,0.00027098999,0.000009881706,0.00002893351,0.000050982668,0.00035459964,0.00026435807,0.0028155115,0.8954406,0.09888592],"study_design_scores_gemma":[0.000010236428,0.000024652636,0.009124962,0.00011588674,0.0000049730656,0.000022917353,0.00007272611,0.00018017936,0.00027387848,0.0006958849,0.98946583,0.000007817869],"about_ca_topic_score_codex":0.05080821,"about_ca_topic_score_gemma":0.09797494,"teacher_disagreement_score":0.15156026,"about_ca_system_score_codex":0.0031701247,"about_ca_system_score_gemma":0.0039514774,"threshold_uncertainty_score":0.5070196},"labels":[],"label_agreement":null},{"id":"W7070844181","doi":"","title":"Report recommends changes to the NRC Canadian Construction Materials Centre","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Construction industry; Research council; Work (physics)","score_opus":0.007103361318350133,"score_gpt":0.1930398380457866,"score_spread":0.18593647672743646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070844181","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026708595,0.0049756556,0.008396495,0.14626604,0.026273599,0.0051605557,0.01869165,0.0045362115,0.7589912],"genre_scores_gemma":[0.020003177,0.0011980765,0.0085523715,0.03379317,0.0007046999,0.0006581144,0.0031068851,0.00038789536,0.93159556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9777672,0.0008346588,0.0010930763,0.0008961994,0.015799047,0.0036097567],"domain_scores_gemma":[0.97142875,0.0020313198,0.00051223725,0.001734954,0.021605626,0.0026871213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008847844,0.000936683,0.0009798271,0.00370169,0.010848976,0.0060500447,0.005717083,0.019619556,0.05385979],"category_scores_gemma":[0.01629419,0.0014506385,0.0022196032,0.0026187405,0.0021486292,0.0018283242,0.0018596664,0.010355933,0.016431792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013835801,0.00024822447,0.0025656344,0.0002806937,0.00003239936,0.0005794917,0.0005465615,0.0005739732,0.0058433064,0.012098465,0.9494991,0.027593784],"study_design_scores_gemma":[0.000019156925,0.000035936744,0.007296845,0.00005396952,0.000019277886,0.000050601324,0.0002618225,0.000090335925,0.000651887,0.00019245803,0.99127614,0.00005155469],"about_ca_topic_score_codex":0.95043117,"about_ca_topic_score_gemma":0.97291994,"teacher_disagreement_score":0.96826816,"about_ca_system_score_codex":0.031731866,"about_ca_system_score_gemma":0.1838399,"threshold_uncertainty_score":0.23023188},"labels":[],"label_agreement":null},{"id":"W7095587457","doi":"","title":"NORTHAIR MINES GEOLOGY OF AN AREA INCLUDING","year":2010,"lang":"en","type":"article","venue":"","topic":"Railway Systems and Materials Science","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":"Mineral exploration; Mount; Engineering geology; Regional geology; Mineral resource classification; Prospection","score_opus":0.014061272985418094,"score_gpt":0.22011084013986512,"score_spread":0.20604956715444703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095587457","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31446305,0.0043960838,0.0020460559,0.0032189821,0.00047373335,0.0003467089,0.028031603,0.0009595732,0.6460642],"genre_scores_gemma":[0.2367386,0.0015912612,0.0046213884,0.00048057284,0.00015323286,0.00008440657,0.010332295,0.00017307728,0.74582523],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99952734,0.000018688368,0.00001839277,0.00009360925,0.00027107383,0.00007101173],"domain_scores_gemma":[0.99944955,0.000032308173,0.000100788966,0.00006159689,0.0002585042,0.00009721034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020816593,0.00029024913,0.00024707522,0.0010850695,0.002050196,0.0011801393,0.00042270045,0.00037575868,0.050502118],"category_scores_gemma":[0.00041002728,0.00028122508,0.0001260396,0.0011555711,0.0003862681,0.00058409484,0.00082137063,0.00050831225,0.013120703],"study_design_candidate":"observational","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":[0.00037867462,0.00022861354,0.12676303,0.0004476674,0.00003397635,0.0015231945,0.0034793988,0.00030517014,0.014393375,0.005149297,0.3559957,0.49130186],"study_design_scores_gemma":[0.000011475233,0.00006458553,0.22460552,0.000036486374,0.0000064579344,0.00077377574,0.0010650061,0.00019968141,0.001042999,0.0001590841,0.77202195,0.00001306796],"about_ca_topic_score_codex":0.15750547,"about_ca_topic_score_gemma":0.49584532,"teacher_disagreement_score":0.15750547,"about_ca_system_score_codex":0.0013921957,"about_ca_system_score_gemma":0.0034352574,"threshold_uncertainty_score":0.31317735},"labels":[],"label_agreement":null},{"id":"W7096798512","doi":"","title":"ISBN 978-1-4249-6933-3 [PDF] ISBN 978-1-4249-6932-6 [print] THESE TERMS GOVERN YOUR USE OF THIS DOCUMENT","year":2015,"lang":"en","type":"article","venue":"","topic":"Railway Systems and Materials Science","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":"Warranty; Liability; Upload; Government (linguistics); Content (measure theory); Set (abstract data type); Web content; Web site","score_opus":0.034653899288531645,"score_gpt":0.23593276869341803,"score_spread":0.20127886940488637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096798512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025041806,0.0015433057,0.0015470162,0.00059065036,0.0009150531,0.00010935689,0.002156541,0.0012035329,0.9916842],"genre_scores_gemma":[0.00078418286,0.0018001759,0.0008407074,0.00020867006,0.00013789118,0.00005287162,0.0013744828,0.0008508677,0.99395025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922657,0.0000651546,0.000044123663,0.00014372265,0.0004492903,0.000071203525],"domain_scores_gemma":[0.9978381,0.0004914965,0.00009887045,0.000301927,0.00087446754,0.00039526875],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000629996,0.0015281868,0.0012258132,0.0015130579,0.00080244825,0.006635387,0.001424888,0.0015776263,0.9368728],"category_scores_gemma":[0.0028711653,0.000602682,0.00075599004,0.0023992097,0.0008262384,0.0046089417,0.0023499136,0.0020806855,0.93643403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006094882,0.00003269862,0.00022717696,0.0006298518,0.000011162244,0.0000960169,0.00010185526,0.00020112046,0.0022659872,0.0033395304,0.71915543,0.27387816],"study_design_scores_gemma":[0.00000469702,0.00001085574,0.0003462639,0.00017158987,0.0000030910364,0.00007723996,0.000049166527,0.000057398607,0.00009936724,0.00038004993,0.9987925,0.000007740311],"about_ca_topic_score_codex":0.00464722,"about_ca_topic_score_gemma":0.0051868604,"teacher_disagreement_score":0.06312722,"about_ca_system_score_codex":0.001067917,"about_ca_system_score_gemma":0.0012020298,"threshold_uncertainty_score":0.09004331},"labels":[],"label_agreement":null},{"id":"W7098020236","doi":"","title":"Society for Mining, Metallurgy and Exploration","year":2016,"lang":"en","type":"article","venue":"","topic":"Railway Systems and Materials Science","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":"Brine; Resource (disambiguation); Chemical industry; Mineral resource classification; Relation (database)","score_opus":0.02170499092625819,"score_gpt":0.20838837141574418,"score_spread":0.186683380489486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098020236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018604754,0.012713065,0.0024869323,0.011127119,0.011146507,0.00013936183,0.0032912032,0.00060118106,0.9566342],"genre_scores_gemma":[0.009155729,0.008049896,0.0017266081,0.0008769531,0.0009865087,0.000065088214,0.0017080043,0.00013134572,0.9772998],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988029,0.000087092536,0.00011904603,0.0001892064,0.000668104,0.00013366094],"domain_scores_gemma":[0.9977895,0.00010195943,0.00016249513,0.00034960758,0.0013353991,0.00026104972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009968356,0.00086343917,0.0005808895,0.001634949,0.0011536644,0.0038581681,0.00078586885,0.0018607235,0.29209816],"category_scores_gemma":[0.0019851536,0.00028383167,0.00033183495,0.0020773436,0.0009997407,0.0015132395,0.0025607601,0.0019487963,0.26298094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007232776,0.00004025946,0.001098002,0.00037262563,0.000017150898,0.0002195874,0.00011840408,0.00023422424,0.0024692586,0.033285946,0.6382746,0.32379758],"study_design_scores_gemma":[0.0000014277932,0.0000056429403,0.0004130137,0.000033173787,0.0000012217421,0.00005539549,0.00001829394,0.000030774892,0.0001253662,0.0007596318,0.99855405,0.0000019885201],"about_ca_topic_score_codex":0.0068954676,"about_ca_topic_score_gemma":0.009790646,"teacher_disagreement_score":0.70790184,"about_ca_system_score_codex":0.0014307302,"about_ca_system_score_gemma":0.0042651915,"threshold_uncertainty_score":0.9771657},"labels":[],"label_agreement":null}]}