{"meta":{"query_hash":"aa1d5bf61cc5","filters":{"venue":"Metallurgical and Materials Transactions E"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/aa1d5bf61cc5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Metallurgical+and+Materials+Transactions+E"},"results":[{"id":"W1621085947","doi":"10.1007/s40553-015-0056-7","title":"Material Selection for Accident Tolerant Fuel Cladding","year":2015,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":259,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"UT-Battelle; Office of Nuclear Energy; Oak Ridge National Laboratory; Canadian Foundation for Dietetic Research; Battelle; U.S. Department of Energy","keywords":"Cladding (metalworking); Materials science; Coating; Oxide; Alloy; Metallurgy; Structural material; Nuclear engineering; Composite material; Engineering","score_opus":0.04357192675744541,"score_gpt":0.25513453702989647,"score_spread":0.21156261027245105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1621085947","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":[0.95515275,0.0005837937,0.030690523,0.00007538059,0.000073965464,0.00005406394,0.00023372324,0.00044318143,0.0126927],"genre_scores_gemma":[0.97132796,0.00020483075,0.025382958,0.000031489886,0.000010265955,0.00002297539,0.00025236697,0.000103176266,0.0026639586],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998865,0.0000112028365,0.000006576262,0.000023397688,0.000040160277,0.00003213622],"domain_scores_gemma":[0.9997148,0.000029542996,0.000054892276,0.000042922213,0.000107308144,0.000050512546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002622711,0.0004849757,0.0003162867,0.0009099173,0.00046865767,0.0005622676,0.0005235673,0.00029361068,0.0027345223],"category_scores_gemma":[0.00040542806,0.00021962603,0.00023420325,0.00039913223,0.00019648967,0.0003112312,0.00046993102,0.00017669998,0.00077567995],"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":[0.0004666372,0.00010282739,0.0032900453,0.0001711971,0.000018181192,0.00033967363,0.00005931939,0.01670603,0.9432771,0.0013338325,0.0011060935,0.033128895],"study_design_scores_gemma":[0.00004455498,0.0009091876,0.005627421,0.00003990342,0.00006769582,0.00053729856,0.00018021636,0.063303255,0.9171449,0.0006828526,0.011432543,0.000030132976],"about_ca_topic_score_codex":0.0003027072,"about_ca_topic_score_gemma":0.0010279117,"teacher_disagreement_score":0.0027345223,"about_ca_system_score_codex":0.00025689547,"about_ca_system_score_gemma":0.00037351882,"threshold_uncertainty_score":0.009147882},"labels":[],"label_agreement":null},{"id":"W1993195956","doi":"10.1007/s40553-014-0032-7","title":"Development of Titanium-Sputtered Anodized Aluminum Substrates for Dye-Sensitized Solar Cells","year":2014,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","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":"McGill University","funders":"","keywords":"Anodizing; Titanium; Aluminium; Materials science; Metallurgy; Dye-sensitized solar cell; Optoelectronics; Chemistry; Electrolyte; Electrode","score_opus":0.016312955429584112,"score_gpt":0.2184521843966286,"score_spread":0.2021392289670445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993195956","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":[0.960574,0.0034247031,0.025486916,0.00022414088,0.00039289735,0.00017438839,0.00068778865,0.00055833935,0.008476849],"genre_scores_gemma":[0.95643157,0.0018146045,0.03447621,0.00004931407,0.000030952622,0.00006176163,0.0004931762,0.00007832631,0.006564063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998641,0.000007113432,0.000010819558,0.000024707004,0.000065504544,0.000027648268],"domain_scores_gemma":[0.9998604,0.000017807231,0.000020716132,0.000018439794,0.00006320224,0.000019374304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018229497,0.00034230325,0.0002516252,0.00031596242,0.0002273139,0.0005321489,0.0007084669,0.0004392214,0.0010328704],"category_scores_gemma":[0.00034454642,0.00037247714,0.0002967901,0.00024929288,0.00010079864,0.00030273345,0.00022155367,0.00039513686,0.00054640434],"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":[0.000015471796,0.000012020569,0.00016401528,0.000055071796,0.0000070700603,0.00006768083,0.000017526892,0.0002108343,0.9958891,0.00013478463,0.00009389315,0.003332524],"study_design_scores_gemma":[0.0000058805163,0.000088984096,0.0009503303,0.000003961241,0.000009193768,0.00008275417,0.000021648782,0.0017522101,0.99491775,0.000024464583,0.002137116,0.0000056955278],"about_ca_topic_score_codex":0.0010207673,"about_ca_topic_score_gemma":0.003035221,"teacher_disagreement_score":0.0010328704,"about_ca_system_score_codex":0.00034187795,"about_ca_system_score_gemma":0.00036852463,"threshold_uncertainty_score":0.0034552813},"labels":[],"label_agreement":null},{"id":"W2029752559","doi":"10.1007/s40553-014-0019-4","title":"Determination of Cell Potential for Silicon Electrodeposition","year":2014,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Silicon and Solar Cell Technologies","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":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Cryolite; Electrowinning; Silicon; Cyclic voltammetry; Materials science; Copper; Impurity; Alloy; Deposition (geology); Graphite; Metallurgy; Electrolyte; Electrolysis; Cathode; Electrode; Chemical engineering; Analytical Chemistry (journal); Electrochemistry; Chemistry; Aluminium; Environmental chemistry","score_opus":0.005203845100278014,"score_gpt":0.1890480394755149,"score_spread":0.18384419437523689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029752559","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":[0.96957445,0.00398212,0.011430992,0.00038323988,0.00022859444,0.00009881939,0.0011976818,0.0002532903,0.012850776],"genre_scores_gemma":[0.98820144,0.0017162754,0.0056087994,0.00008608795,0.00002224457,0.00007736224,0.0008064314,0.00004259176,0.0034387629],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956673,0.000031362895,0.00001916905,0.000088626985,0.00021818136,0.00007594546],"domain_scores_gemma":[0.9994398,0.00023244979,0.000028376333,0.000044190525,0.00022429563,0.000030847194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030360636,0.00048976723,0.00031049887,0.0004407369,0.00058728404,0.0006377557,0.0008419694,0.0011058332,0.0028555454],"category_scores_gemma":[0.0008691388,0.00022274168,0.00028823575,0.0005218093,0.00026772698,0.0005850909,0.00030932354,0.0008505244,0.00080075476],"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":[0.00008389737,0.000024741503,0.0005909392,0.00006553023,0.000009521729,0.000119807475,0.00009004343,0.00014788451,0.99330634,0.00030290935,0.00015159187,0.0051068473],"study_design_scores_gemma":[0.0000028295692,0.00008611973,0.0008009077,0.000005204811,0.00000549682,0.00004231843,0.00005796032,0.0006609724,0.9969765,0.00006316405,0.0012954322,0.000003129844],"about_ca_topic_score_codex":0.0015220396,"about_ca_topic_score_gemma":0.0025887461,"teacher_disagreement_score":0.0028555454,"about_ca_system_score_codex":0.0006030538,"about_ca_system_score_gemma":0.0004786786,"threshold_uncertainty_score":0.009552717},"labels":[],"label_agreement":null},{"id":"W2083734047","doi":"10.1007/s40553-014-0036-3","title":"Structure–Property–Fracture Mechanism Correlation in Heat-Affected Zone of X100 Ferrite−Bainite Pipeline Steel","year":2015,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Key Research and Development Program of China; Companhia Brasileira de Metalurgia e Mineração; China Scholarship Council","keywords":"Bainite; Materials science; Electron backscatter diffraction; Charpy impact test; Martensite; Metallurgy; Nucleation; Austenite; Ferrite (magnet); Composite material; Toughness; Brittleness; Fracture toughness; Microstructure","score_opus":0.01359069770475593,"score_gpt":0.1982602555738625,"score_spread":0.18466955786910658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083734047","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":[0.99957675,0.00001877597,0.00019737182,0.000003378165,4.9729385e-7,0.0000013276391,0.00004151362,0.000013904737,0.00014639799],"genre_scores_gemma":[0.9997198,0.000006961004,0.000058931393,0.0000010620637,2.6700775e-7,6.8248653e-7,0.00007451083,0.0000012256918,0.00013659362],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999256,0.0000046934506,0.0000040214986,0.000019439662,0.000030636595,0.00001552824],"domain_scores_gemma":[0.99981517,0.000034936413,0.000046408266,0.000014223773,0.00006927193,0.0000201441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013155749,0.00017147047,0.00015967224,0.0006048572,0.0001854806,0.00018342656,0.00028174996,0.00026956576,0.00082202395],"category_scores_gemma":[0.0002609113,0.00019252925,0.00016335346,0.00032680694,0.00026239388,0.00015742035,0.000080099846,0.00014344166,0.000102620914],"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":[0.0009796468,0.00013815571,0.095329784,0.000080649705,0.00005392046,0.0007469068,0.00022273003,0.0150517095,0.8790955,0.0002483442,0.00023619826,0.007816465],"study_design_scores_gemma":[0.000015239707,0.00029278354,0.85703963,0.0000040091,0.000028173734,0.00028145305,0.00019206267,0.037410207,0.104269005,0.00009357112,0.00034825687,0.000025619396],"about_ca_topic_score_codex":0.007241219,"about_ca_topic_score_gemma":0.008068779,"teacher_disagreement_score":0.007241219,"about_ca_system_score_codex":0.00034606946,"about_ca_system_score_gemma":0.00018600519,"threshold_uncertainty_score":0.014398158},"labels":[],"label_agreement":null},{"id":"W2094838607","doi":"10.1007/s40553-014-0010-0","title":"Thermodynamic Optimization of Ca-Fe-Si System and Its Applications to Metallurgical Grade Si-Refining Process","year":2014,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermodynamics; Ternary operation; Materials science; Phase diagram; Gibbs free energy; Refining (metallurgy); Alloy; Impurity; Microstructure; Thermodynamic process; Material properties; Phase (matter); CALPHAD; Metallurgy; Chemistry; Computer science; Physics","score_opus":0.010202490207969001,"score_gpt":0.21920552771540522,"score_spread":0.2090030375074362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094838607","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":[0.96071357,0.001297458,0.018925656,0.00018920987,0.000042284268,0.00004364445,0.0002773151,0.00013331343,0.018377632],"genre_scores_gemma":[0.9951119,0.00018249727,0.0034626808,0.0000058945343,0.0000037260552,0.000016485374,0.000084843625,0.000019287478,0.0011127725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999534,0.0000075557596,0.000002491594,0.000009002634,0.000019649275,0.000007926528],"domain_scores_gemma":[0.9999732,0.000008391225,0.0000029564314,0.0000034916766,0.000010048767,0.000001972092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013368834,0.00015268924,0.00035324457,0.00017111996,0.00036501852,0.00031813874,0.00028575567,0.00018483285,0.0019217508],"category_scores_gemma":[0.00017344175,0.00012483369,0.00020496311,0.00032970798,0.00014925304,0.00020500807,0.00015876848,0.00014369424,0.00015891554],"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":[0.0006467721,0.00017620408,0.0044736275,0.00052570616,0.000071731076,0.00029494843,0.000081513586,0.62336326,0.3194471,0.011344311,0.0017380954,0.03783677],"study_design_scores_gemma":[0.000044234926,0.00021675076,0.004325449,0.0000067216697,0.000031443815,0.000059352395,0.000059678983,0.89631516,0.094002396,0.0015287214,0.0033927213,0.000017470653],"about_ca_topic_score_codex":0.0025288488,"about_ca_topic_score_gemma":0.0053442316,"teacher_disagreement_score":0.0025288488,"about_ca_system_score_codex":0.00030246112,"about_ca_system_score_gemma":0.00042095868,"threshold_uncertainty_score":0.0064288974},"labels":[],"label_agreement":null},{"id":"W2244023758","doi":"10.1007/s40553-015-0058-5","title":"Microstructural Characterization of Nanocrystalline Sn-Coated Carbon Fibre Electrodes Cycled in Li-Ion Cells","year":2015,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Novelis (Canada); University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocrystalline material; Materials science; Electrolyte; Anode; Electrochemistry; Transmission electron microscopy; Chemical engineering; Scanning electron microscope; Carbon fibers; Coating; Substrate (aquarium); Electrode; Composite number; Analytical Chemistry (journal); Composite material; Nanotechnology; Chemistry; Chromatography","score_opus":0.00996319613538676,"score_gpt":0.2073702827903665,"score_spread":0.19740708665497975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2244023758","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":[0.9980533,0.00026986626,0.0004707559,0.000024513942,0.000012824394,0.000006520834,0.00019947067,0.000026310385,0.00093644037],"genre_scores_gemma":[0.99858886,0.00007944136,0.00037196078,0.000006547527,0.0000029094817,0.000004796911,0.000114721115,0.00000753393,0.00082326157],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981076,0.0000063928856,0.000010710388,0.000040864456,0.00010524373,0.000026049325],"domain_scores_gemma":[0.9997173,0.000053406588,0.00004202218,0.000024988232,0.0001391198,0.000023198445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013100606,0.00015979212,0.00022214129,0.00052246184,0.00046057277,0.00034126462,0.00036171934,0.0004898961,0.0016197715],"category_scores_gemma":[0.00040916706,0.00016758945,0.00018399041,0.00039017477,0.000336314,0.00031966955,0.00010542043,0.00019624794,0.00015455484],"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":[0.0002224207,0.000018300252,0.0021845105,0.00006141428,0.000014093193,0.0001677084,0.00008739741,0.00090047106,0.9925287,0.000082298015,0.00012857313,0.0036041571],"study_design_scores_gemma":[0.0000073912383,0.00021543277,0.0737712,0.000012914642,0.000027381184,0.00022867857,0.00028206734,0.007696216,0.91629606,0.000054411525,0.0013934717,0.000014688667],"about_ca_topic_score_codex":0.0068311202,"about_ca_topic_score_gemma":0.016576862,"teacher_disagreement_score":0.0068311202,"about_ca_system_score_codex":0.0006177539,"about_ca_system_score_gemma":0.0002540384,"threshold_uncertainty_score":0.013582706},"labels":[],"label_agreement":null},{"id":"W2346580042","doi":"10.1007/s40553-016-0082-0","title":"Local Scale Microstructural Effects from the Deformation and Recrystallization of Non-Oriented Electrical Steels","year":2016,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Microstructure and Mechanical Properties of Steels","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":"McGill University","funders":"","keywords":"Misorientation; Electron backscatter diffraction; Materials science; Recrystallization (geology); Annealing (glass); Metallurgy; Nanoindentation; Residual stress; Grain size; Grain boundary; Composite material; Microstructure; Geology","score_opus":0.00339913777890422,"score_gpt":0.16903623532607692,"score_spread":0.1656370975471727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346580042","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":[0.99678963,0.00019970848,0.001254841,0.000032385837,0.000006826308,0.0000062503223,0.00007133414,0.00009896975,0.0015400498],"genre_scores_gemma":[0.999423,0.000039292678,0.0000973172,0.000005355566,0.0000031621203,0.0000014345494,0.000041787367,0.000019177302,0.00036936052],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999378,0.0000053206627,0.0000021601245,0.000013285449,0.000024880042,0.000016613465],"domain_scores_gemma":[0.9998357,0.00005278872,0.000038135047,0.00002156361,0.00002824957,0.000023514023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006342438,0.00017450389,0.00018642386,0.00024616244,0.00016315373,0.00023009413,0.0001818072,0.00016711249,0.0027245835],"category_scores_gemma":[0.00036803223,0.00017145052,0.00011922669,0.00019278843,0.00033412757,0.00022133303,0.00015491071,0.0002911951,0.00023313452],"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":[0.00038258726,0.00004041996,0.0021432952,0.0000690732,0.000018729139,0.0003404379,0.00009838509,0.005837942,0.98534876,0.0004968766,0.00016773304,0.0050558792],"study_design_scores_gemma":[0.00009178391,0.0004670229,0.27445796,0.000009400895,0.000060727227,0.0007438355,0.0003740634,0.039838947,0.6816192,0.0007506793,0.0015280056,0.000058346803],"about_ca_topic_score_codex":0.0015630777,"about_ca_topic_score_gemma":0.003284998,"teacher_disagreement_score":0.0027245835,"about_ca_system_score_codex":0.00021159626,"about_ca_system_score_gemma":0.00011466035,"threshold_uncertainty_score":0.009114683},"labels":[],"label_agreement":null},{"id":"W2508882245","doi":"10.1007/s40553-016-0085-x","title":"Using SPL (Spent Pot-Lining) as an Alternative Fuel in Metallurgical Furnaces","year":2016,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Hatch (Canada); University of Toronto","funders":"","keywords":"Tuyere; Blast furnace; Coal; Combustion; Metallurgy; Waste management; Coke; Pulverized coal-fired boiler; Raceway; Coal combustion products; Slag (welding); Materials science; Environmental science; Engineering; Chemistry; Composite material","score_opus":0.03772340164560163,"score_gpt":0.2828095049441196,"score_spread":0.245086103298518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508882245","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":[0.9923983,0.00073518336,0.0047171377,0.000039086626,0.000025847596,0.000010757017,0.000039432278,0.000073033254,0.0019612238],"genre_scores_gemma":[0.9948179,0.00030628286,0.0034929265,0.000008909748,0.0000041947064,0.0000036911972,0.000034426834,0.000017118655,0.0013146118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998617,0.000027761125,0.000008919976,0.00002929951,0.000037726735,0.000034482855],"domain_scores_gemma":[0.99994373,0.000011285556,0.000010916711,0.000008246443,0.000014172034,0.0000115243865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021581541,0.00022729745,0.00026253954,0.00040642952,0.00032997713,0.0005208885,0.00042132905,0.0003907599,0.0011994427],"category_scores_gemma":[0.00020841083,0.00015288666,0.00031253716,0.0003323431,0.00022315343,0.0006604959,0.00046427656,0.00031136657,0.0003925139],"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":[0.0009945482,0.00012384832,0.002091745,0.00040207725,0.000020866266,0.00032934034,0.00012797945,0.0012758749,0.9511571,0.000632995,0.00023525201,0.04260854],"study_design_scores_gemma":[0.000018132436,0.00079777435,0.0017350235,0.000019395728,0.000039894345,0.00021363082,0.00012815962,0.005118759,0.98873097,0.00013077908,0.003059315,0.000008153226],"about_ca_topic_score_codex":0.0004178452,"about_ca_topic_score_gemma":0.0012042554,"teacher_disagreement_score":0.0011994427,"about_ca_system_score_codex":0.00016543068,"about_ca_system_score_gemma":0.00020669149,"threshold_uncertainty_score":0.0040125847},"labels":[],"label_agreement":null},{"id":"W2607139327","doi":"10.1007/s40553-017-0108-2","title":"Manufacture of a UO2-Based Nuclear Fuel with Improved Thermal Conductivity with the Addition of BeO","year":2017,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Smarter Alloys (Canada)","funders":"","keywords":"Thermal conductivity; Beryllium oxide; Materials science; Ceramic; Nuclear fuel; Microstructure; Composite material; Nuclear chemistry; Chemistry; Beryllium","score_opus":0.012156496569836419,"score_gpt":0.1982377228230147,"score_spread":0.18608122625317827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607139327","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":[0.98474175,0.0004796092,0.0110733425,0.000082042076,0.00009789063,0.00006684817,0.00029702156,0.00013111213,0.0030304159],"genre_scores_gemma":[0.9694677,0.00035458774,0.026033927,0.000036140777,0.000015891716,0.00005209048,0.00043488317,0.00009835387,0.003506422],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998703,0.000011312968,0.00001161062,0.000029409053,0.000049197566,0.000028192306],"domain_scores_gemma":[0.9999198,0.000010367284,0.000014126558,0.00001597138,0.000022063614,0.000017644883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019772422,0.0005073777,0.00040559215,0.00035851303,0.00037340456,0.00045529677,0.00034054296,0.00067093177,0.0007030432],"category_scores_gemma":[0.00021857004,0.00024739865,0.0003871929,0.00048986013,0.00017955623,0.00043586505,0.00028764308,0.00045841752,0.0003581156],"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":[0.000092449925,0.000033268043,0.00010655291,0.000067931294,0.000010403047,0.000163439,0.00002921722,0.00031705905,0.9961145,0.00023236478,0.00005171796,0.0027810305],"study_design_scores_gemma":[0.000010690542,0.00009563061,0.0004187413,0.000002255135,0.000008747312,0.00006467865,0.000009584996,0.0006052569,0.99700874,0.000026543355,0.0017423453,0.000006683211],"about_ca_topic_score_codex":0.00046547677,"about_ca_topic_score_gemma":0.0012042078,"teacher_disagreement_score":0.0007030432,"about_ca_system_score_codex":0.00019840126,"about_ca_system_score_gemma":0.0002954578,"threshold_uncertainty_score":0.00235188},"labels":[],"label_agreement":null},{"id":"W4246327175","doi":"10.1007/s40553-016-0083-z","title":"Thermodynamic Modeling of Oxide Phases in the Mn-O System","year":2016,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions E","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":6,"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":"Liquidus; Spinel; Thermodynamics; Phase diagram; Thermodynamic databases for pure substances; Gibbs free energy; CALPHAD; Oxide; Materials science; Thermodynamic state; Thermodynamic process; Material properties; Chemistry; Phase (matter); Physics; Metallurgy","score_opus":0.011407541945224276,"score_gpt":0.1963162882042125,"score_spread":0.18490874625898823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246327175","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":[0.92280537,0.0007331141,0.033860307,0.00049537636,0.000069893475,0.000055165154,0.00037232414,0.000115010786,0.041493546],"genre_scores_gemma":[0.9950388,0.00016186258,0.00184672,0.000022061091,0.000012715618,0.000024857349,0.000081326696,0.000024618179,0.002787023],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999946,0.000012912073,0.0000027017827,0.0000076037663,0.00001715247,0.000013582159],"domain_scores_gemma":[0.99992704,0.00003174957,0.000009504998,0.0000073433393,0.000014421367,0.000009843009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014798585,0.00020972705,0.00030732263,0.0003257214,0.0004905664,0.0005502399,0.0007432576,0.00041979176,0.0021454429],"category_scores_gemma":[0.0004757831,0.00019821594,0.00031325905,0.0002909814,0.0004275827,0.00067414326,0.00033369398,0.00023093435,0.00016880945],"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":[0.00009321996,0.00009015968,0.0021417183,0.00006708321,0.00001611401,0.00012797324,0.000055051838,0.92340213,0.012334592,0.05720229,0.0004323261,0.0040373793],"study_design_scores_gemma":[0.000009549169,0.000012393942,0.00045675412,0.0000026648659,0.0000029064445,0.000009747638,0.000012298946,0.99355775,0.0010256373,0.004430586,0.0004750549,0.000004629185],"about_ca_topic_score_codex":0.009552327,"about_ca_topic_score_gemma":0.009986148,"teacher_disagreement_score":0.009552327,"about_ca_system_score_codex":0.0006856527,"about_ca_system_score_gemma":0.0007499959,"threshold_uncertainty_score":0.018993437},"labels":[],"label_agreement":null}]}