{"meta":{"query_hash":"0e2dd72171fe","filters":{"venue":"International Journal of Material Forming"},"cohort_total":51,"direct_labels_cover":0,"predictions_cover":51,"exported":51,"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/0e2dd72171fe","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Material+Forming"},"results":[{"id":"W1239651014","doi":"10.1007/s12289-015-1263-6","title":"The stribeck curve in cold flat rolling","year":2015,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metallurgy and Material Forming","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":"University of Waterloo","funders":"","keywords":"STRIPS; Deformation (meteorology); Mechanics; Materials science; Lubricant; Work (physics); Constitutive equation; Finite element method; Viscosity; Shear (geology); Stress (linguistics); Torque; Structural engineering; Composite material; Mechanical engineering; Engineering; Physics; Thermodynamics","score_opus":0.019834746635693377,"score_gpt":0.25140023697423564,"score_spread":0.23156549033854226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1239651014","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":[0.7304714,0.006769863,0.098391525,0.0012125293,0.0005820046,0.00006808546,0.00011099312,0.00041493718,0.1619787],"genre_scores_gemma":[0.9863051,0.00040983636,0.0012336568,0.000043122054,0.000041830022,0.000006164018,0.000020646825,0.000051858664,0.011887678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998202,0.000052511845,0.000006451344,0.000030598207,0.000058143327,0.00003208687],"domain_scores_gemma":[0.9996282,0.00015525657,0.00004105972,0.000041070685,0.000080782054,0.000053511994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048885145,0.0003916053,0.00049790496,0.0010192188,0.00076282147,0.0015095817,0.0005607466,0.0010383124,0.002700529],"category_scores_gemma":[0.0028144617,0.0003361904,0.0002548052,0.00051645783,0.0019906976,0.0018223209,0.000639796,0.00096787774,0.00046636214],"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":[0.000447955,0.000089675974,0.0009206612,0.00013809906,0.000022336786,0.0005988598,0.00053799216,0.09295723,0.027588276,0.8490287,0.0017474429,0.025922794],"study_design_scores_gemma":[0.000040207964,0.00018001936,0.0028817311,0.000068796086,0.000016709464,0.0006083396,0.00028148378,0.48270145,0.008852653,0.49857956,0.005711638,0.000077409735],"about_ca_topic_score_codex":0.0013395528,"about_ca_topic_score_gemma":0.0011674694,"teacher_disagreement_score":0.002700529,"about_ca_system_score_codex":0.0006053042,"about_ca_system_score_gemma":0.00047850155,"threshold_uncertainty_score":0.009034216},"labels":[],"label_agreement":null},{"id":"W1893446152","doi":"10.1007/s12289-015-1267-2","title":"Warm forming limits of rare earth-magnesium alloy ZEK100 sheet","year":2015,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Formability; Materials science; Metallurgy; Rare earth; Texture (cosmology); Alloy; Magnesium; Rare-earth element; Magnesium alloy; Zirconium","score_opus":0.03685750155258945,"score_gpt":0.27946998199176426,"score_spread":0.24261248043917483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893446152","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":[0.9840926,0.00087858544,0.0016083225,0.000050253224,0.000012947492,0.00001004708,0.00008825764,0.00013661517,0.013122352],"genre_scores_gemma":[0.9981382,0.000116058654,0.00025680097,0.000008525602,0.0000032685293,0.0000041861017,0.000070172275,0.000019557368,0.0013832265],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999821,0.000015132973,0.000006973656,0.000029439676,0.00007410259,0.00005331025],"domain_scores_gemma":[0.99970967,0.000091798094,0.00005069732,0.000053185944,0.000056151504,0.000038558777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028398706,0.00017144694,0.0002891435,0.00042122422,0.00056154106,0.0008837836,0.00040110364,0.00044959888,0.0033850314],"category_scores_gemma":[0.00076418166,0.00018182004,0.00023678354,0.0001407609,0.0005664399,0.0005403161,0.00054955407,0.00026302808,0.00053803716],"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":[0.0011140911,0.00003194164,0.00423994,0.00016542977,0.000030960644,0.0006559374,0.0006955083,0.008202961,0.96914154,0.009644825,0.00055622944,0.0055206846],"study_design_scores_gemma":[0.000028132476,0.0005791845,0.019218365,0.000043092776,0.000057047346,0.0005973003,0.0005327864,0.016346157,0.95304024,0.003329085,0.0061970633,0.000031417196],"about_ca_topic_score_codex":0.00085125654,"about_ca_topic_score_gemma":0.001121787,"teacher_disagreement_score":0.0033850314,"about_ca_system_score_codex":0.00031726068,"about_ca_system_score_gemma":0.00025288737,"threshold_uncertainty_score":0.011324048},"labels":[],"label_agreement":null},{"id":"W1969257910","doi":"10.1007/s12289-008-0189-7","title":"Dimensional Accuracy of Single Point Incremental Forming","year":2008,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Incremental sheet forming; Box–Behnken design; Single point; Materials science; Process (computing); Forming processes; Point (geometry); Engineering drawing; Mechanical engineering; Computer science; Process engineering; Composite material; Mathematics; Response surface methodology; Engineering; Artificial intelligence; Geometry; Machine learning","score_opus":0.02187094057261778,"score_gpt":0.26506652633563,"score_spread":0.2431955857630122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969257910","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":[0.48520577,0.0011252874,0.47192624,0.0004533477,0.00023942272,0.000050130766,0.0002819002,0.0007634001,0.03995453],"genre_scores_gemma":[0.97380346,0.00010909439,0.024544684,0.00001752636,0.000010760763,0.000009889682,0.00006353304,0.00005805292,0.0013829789],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922454,0.000118127,0.000038501934,0.00006799266,0.00049616303,0.000054713044],"domain_scores_gemma":[0.99579215,0.002516627,0.0002507093,0.00061073084,0.0007677727,0.00006192868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010785527,0.0002552195,0.0005369078,0.00048837124,0.00031635395,0.0010630591,0.0010815895,0.0008248138,0.0025446669],"category_scores_gemma":[0.008500634,0.0003107106,0.00025937107,0.00053239084,0.0006201391,0.00087134575,0.0008946046,0.0005972474,0.00035271308],"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":[0.00040028867,0.00004498487,0.0055981004,0.0001237565,0.000019568182,0.00008286761,0.00022487761,0.89343923,0.010455268,0.03232363,0.0007343323,0.05655317],"study_design_scores_gemma":[0.0000077887735,0.00003086972,0.00071617577,0.000007163417,0.0000049317323,0.000039339175,0.000021996719,0.9927933,0.004388711,0.0014727787,0.0005074382,0.000009512003],"about_ca_topic_score_codex":0.0032498662,"about_ca_topic_score_gemma":0.00247788,"teacher_disagreement_score":0.0032498662,"about_ca_system_score_codex":0.0005654465,"about_ca_system_score_gemma":0.0005684117,"threshold_uncertainty_score":0.008512795},"labels":[],"label_agreement":null},{"id":"W1971690277","doi":"10.1007/s12289-009-0404-1","title":"Tube bending and hydroforming of aluminium alloy S-rails","year":2009,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors of Canada","keywords":"Hydroforming; Mandrel; Tube (container); Bending; Materials science; Structural engineering; Deformation (meteorology); Finite element method; Aluminium; Composite material; Engineering","score_opus":0.008457865962191766,"score_gpt":0.25583401577229936,"score_spread":0.24737614981010758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971690277","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":[0.9534729,0.000115698545,0.032625843,0.00007660214,0.000028571956,0.000035052562,0.00007307908,0.0003042239,0.013267941],"genre_scores_gemma":[0.9950028,0.000023405162,0.0028554238,0.0000073522765,0.0000016771776,0.000004257745,0.000019737356,0.000026210788,0.002059186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988997,0.000024638393,0.0000048243614,0.00001603933,0.000036135465,0.000028398917],"domain_scores_gemma":[0.9997943,0.000082051854,0.000034234065,0.0000347684,0.000028825281,0.000025858337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021371245,0.00021041067,0.000352011,0.0002918655,0.00038404836,0.00037936593,0.0004507906,0.00069675635,0.0036921848],"category_scores_gemma":[0.0006863245,0.0002676004,0.00035827814,0.00021742664,0.00072715245,0.00028266694,0.00046609325,0.00018215233,0.00034229815],"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":[0.0002984655,0.000047745365,0.003657472,0.00008240955,0.000017780994,0.00056698435,0.0002836977,0.9049367,0.070839226,0.0063813548,0.00032464712,0.012563513],"study_design_scores_gemma":[0.000015692513,0.000117727745,0.002560538,0.000008061475,0.0000065657505,0.00012939263,0.00010061399,0.9788807,0.016601864,0.00083272636,0.000734194,0.000011932838],"about_ca_topic_score_codex":0.0027933258,"about_ca_topic_score_gemma":0.0035087648,"teacher_disagreement_score":0.0036921848,"about_ca_system_score_codex":0.0003757243,"about_ca_system_score_gemma":0.00040358424,"threshold_uncertainty_score":0.0123515725},"labels":[],"label_agreement":null},{"id":"W1980111992","doi":"10.1007/s12289-009-0643-1","title":"A new optical set-up for on-line following up the crystallization of polymers at high cooling rates","year":2009,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Polymer crystallization and properties","field":"Materials Science","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":"Canadian Nautical Research Society","funders":"","keywords":"Crystallization; Tacticity; Constant (computer programming); Polymer; Crystallization of polymers; Materials science; Polypropylene; Range (aeronautics); Thermodynamics; Composite material; Computer science; Polymerization; Physics","score_opus":0.032307975247068105,"score_gpt":0.3093648701159016,"score_spread":0.27705689486883345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980111992","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":[0.58720446,0.0035843772,0.3703739,0.0015547856,0.001688042,0.0018706066,0.002016071,0.011028139,0.02067959],"genre_scores_gemma":[0.636873,0.0013412045,0.34199178,0.000864145,0.0005675098,0.0017390575,0.00096774945,0.0009814503,0.014674058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874985,0.000120098695,0.00005567909,0.0003213968,0.0006051519,0.00014776211],"domain_scores_gemma":[0.99892324,0.0003498838,0.00015837992,0.00025214648,0.00017551133,0.00014077887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008003302,0.0011302577,0.0011676124,0.0014483898,0.0016296997,0.0009983506,0.0025816874,0.001115078,0.008013153],"category_scores_gemma":[0.0010151645,0.0011486952,0.0006221318,0.0006748237,0.0010565303,0.001667083,0.0020281803,0.0020469374,0.0024886262],"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":[0.00017155887,0.000110021676,0.000582141,0.0001847168,0.000018524242,0.000091899645,0.00013999331,0.0001605457,0.98432446,0.0012720015,0.0013297067,0.011614434],"study_design_scores_gemma":[0.00005194456,0.00031888252,0.0013432712,0.000024830793,0.000035387526,0.0003999904,0.000043280983,0.0027807804,0.97721714,0.00017472355,0.017531367,0.000078312194],"about_ca_topic_score_codex":0.00075428706,"about_ca_topic_score_gemma":0.0018830989,"teacher_disagreement_score":0.008013153,"about_ca_system_score_codex":0.0011196384,"about_ca_system_score_gemma":0.0013437336,"threshold_uncertainty_score":0.026806712},"labels":[],"label_agreement":null},{"id":"W1981490740","doi":"10.1007/s12289-008-0289-4","title":"Modeling of Paste Extrusion in Semi-Solid State","year":2008,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Extrusion; Materials science; Constitutive equation; Rheology; Shear rate; Strain rate; Composite material; Shear thinning; Microstructure; Shear (geology); Mechanics; Finite element method; Thermodynamics","score_opus":0.013183272468688997,"score_gpt":0.2532793968547701,"score_spread":0.24009612438608108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981490740","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":[0.6154324,0.0006071929,0.35072356,0.00045513897,0.0001353931,0.00016305753,0.000826968,0.0012264517,0.030429905],"genre_scores_gemma":[0.98026866,0.00017282374,0.013100559,0.00002973119,0.000010395941,0.00006413828,0.0002160132,0.0001022446,0.0060354415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987113,0.000025161202,0.000008036498,0.000026360216,0.000045126635,0.00002411468],"domain_scores_gemma":[0.99955624,0.0002513377,0.00005563383,0.0000431193,0.00006207752,0.000031557196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024830396,0.00045503842,0.00086123985,0.00034915656,0.0004645187,0.0011395144,0.001215216,0.0022038796,0.004440206],"category_scores_gemma":[0.0009932824,0.00062242115,0.000732384,0.00031279738,0.00068810163,0.0009441165,0.00045314166,0.000605791,0.0005008018],"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":[0.000033258708,0.000030703475,0.0002620517,0.000026026679,0.0000073752944,0.00007821631,0.00001716162,0.99350053,0.0025056866,0.0019882452,0.000093288894,0.001457468],"study_design_scores_gemma":[0.0000054572088,0.000007844364,0.000067561756,9.861313e-7,0.0000015081515,0.0000063506327,0.0000023788361,0.9992613,0.00042871622,0.00012295354,0.00009325354,0.0000017882708],"about_ca_topic_score_codex":0.007618906,"about_ca_topic_score_gemma":0.004411288,"teacher_disagreement_score":0.007618906,"about_ca_system_score_codex":0.00061805005,"about_ca_system_score_gemma":0.0009831617,"threshold_uncertainty_score":0.0151491165},"labels":[],"label_agreement":null},{"id":"W1984426253","doi":"10.1007/s12289-010-0904-z","title":"Direct recycling of 1050 aluminum alloy scrap material mixed with 6060 aluminum alloy chips by hot extrusion","year":2010,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Forming Technologies (Canada)","funders":"Deutsche Forschungsgemeinschaft","keywords":"Scrap; Extrusion; Materials science; Alloy; Aluminium; Metallurgy; Ultimate tensile strength","score_opus":0.007160683819780206,"score_gpt":0.22179787079079033,"score_spread":0.2146371869710101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984426253","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":[0.99394727,0.00057055126,0.0027822407,0.0000114630575,0.00001713814,0.000015856554,0.00007294711,0.000112672795,0.0024697087],"genre_scores_gemma":[0.9921821,0.0001637742,0.0034315144,0.000012318256,0.0000040217906,0.000007187012,0.00009055889,0.00003390111,0.0040746043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999783,0.000018431405,0.000014007572,0.000038972124,0.00008811338,0.000057518795],"domain_scores_gemma":[0.99991405,0.0000139229405,0.0000162683,0.000015445514,0.000030259398,0.000010137553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026221157,0.0003153545,0.0006443752,0.0008289002,0.00035969703,0.0005253414,0.00037513487,0.00035304998,0.0018393032],"category_scores_gemma":[0.00018101119,0.00027889086,0.00045166072,0.00048649483,0.00019977675,0.0003557615,0.00028404986,0.0002256204,0.00072546746],"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":[0.000263116,0.000034607376,0.00040639538,0.00008588409,0.000014025354,0.00011561686,0.000058152884,0.0003123576,0.99170023,0.00008173263,0.000053945467,0.0068737813],"study_design_scores_gemma":[0.0000059710005,0.00014517338,0.0015041998,0.0000035123903,0.0000184978,0.000051505336,0.000019869027,0.0004341954,0.9971716,0.000010716115,0.00063040067,0.00000438129],"about_ca_topic_score_codex":0.00055397383,"about_ca_topic_score_gemma":0.0015680679,"teacher_disagreement_score":0.0018393032,"about_ca_system_score_codex":0.00022628954,"about_ca_system_score_gemma":0.0002822794,"threshold_uncertainty_score":0.0061531067},"labels":[],"label_agreement":null},{"id":"W1995410377","doi":"10.1007/s12289-008-0185-y","title":"Tensile tests with bending: a mechanism for incremental forming.","year":2008,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Larus Technologies (Canada)","funders":"","keywords":"Bending; Materials science; Elongation; Hardening (computing); Bend radius; Tension (geology); Composite material; Ultimate tensile strength; Structural engineering; Strain hardening exponent; Forming processes; Roll forming; Mechanism (biology); Sheet metal; Pure bending; Tensile testing; Engineering; Physics","score_opus":0.02071761397038071,"score_gpt":0.26399805560570777,"score_spread":0.24328044163532705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995410377","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":[0.65787804,0.0006577104,0.3024421,0.0005464037,0.00079342397,0.00086136535,0.0007383122,0.0026367356,0.033445917],"genre_scores_gemma":[0.95112514,0.00015148589,0.04329194,0.00014777154,0.000033851524,0.00016383734,0.00028032192,0.00017852124,0.0046270792],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834085,0.00024245166,0.00010615065,0.00017895823,0.0009913837,0.0001402206],"domain_scores_gemma":[0.99656665,0.0011889844,0.00030505404,0.0010341539,0.0007273954,0.00017772664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015162937,0.0007559115,0.0003275106,0.00071201124,0.00050029537,0.0006622419,0.0028782112,0.0010851558,0.01208669],"category_scores_gemma":[0.0062058573,0.00040386137,0.00034004904,0.00045819886,0.0010731856,0.0016083821,0.0013392046,0.00075531856,0.0011119716],"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":[0.0020236198,0.00044636164,0.0037581488,0.00044218512,0.000041944993,0.0005424864,0.0006298813,0.010686527,0.88575804,0.011316695,0.002334171,0.082019925],"study_design_scores_gemma":[0.000120023586,0.0020017081,0.004482051,0.00006856265,0.000058198413,0.00074014056,0.000332798,0.072532736,0.91132724,0.0034062723,0.0048548495,0.00007534286],"about_ca_topic_score_codex":0.00024995548,"about_ca_topic_score_gemma":0.0005373955,"teacher_disagreement_score":0.01208669,"about_ca_system_score_codex":0.00022313856,"about_ca_system_score_gemma":0.00036109283,"threshold_uncertainty_score":0.040434003},"labels":[],"label_agreement":null},{"id":"W1997181967","doi":"10.1007/s12289-014-1170-2","title":"Comparison of two models for predicting tool wear and cutting force components during high speed trimming of CFRP","year":2014,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Trimming; Tool wear; Materials science; Composite material; Cutting tool; Exponential function; Mechanical engineering; Mathematics; Metallurgy; Engineering; Machining","score_opus":0.014579453573354382,"score_gpt":0.2864838099869285,"score_spread":0.27190435641357413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997181967","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":[0.857438,0.0006732537,0.1370438,0.00008262115,0.00007957124,0.00008727664,0.0003720259,0.0012180393,0.0030054427],"genre_scores_gemma":[0.98911065,0.000113043905,0.009694901,0.00001336559,0.0000073593346,0.00004324393,0.00014666587,0.00004550396,0.000825247],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997719,0.000042298692,0.000015856504,0.00005490138,0.00007728997,0.000037657814],"domain_scores_gemma":[0.9985061,0.00094844215,0.000102993276,0.000097234966,0.00030904272,0.00003622396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007945611,0.0009050636,0.0007032329,0.0009656017,0.00040819682,0.0008197028,0.001011674,0.0014418447,0.0011941474],"category_scores_gemma":[0.0016393688,0.00037985487,0.00076738343,0.00053319096,0.0002504309,0.00059258373,0.00029037145,0.00047068732,0.00027986124],"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":[0.00075719843,0.0003097875,0.011072609,0.00014928488,0.00011215352,0.000073276715,0.000093917486,0.91926175,0.008669107,0.00035521036,0.00039613585,0.058749568],"study_design_scores_gemma":[0.000017839055,0.00015677385,0.0031349766,0.0000050796857,0.000024273124,0.000018635927,0.000019019117,0.9942107,0.002240267,0.00007043449,0.0000929542,0.0000091255415],"about_ca_topic_score_codex":0.01740592,"about_ca_topic_score_gemma":0.011165689,"teacher_disagreement_score":0.01740592,"about_ca_system_score_codex":0.00070833997,"about_ca_system_score_gemma":0.00056926324,"threshold_uncertainty_score":0.0346092},"labels":[],"label_agreement":null},{"id":"W1998531973","doi":"10.1007/s12289-008-0005-4","title":"Three-dimensional injection molding simulation of AZ91D semi-solid magnesium alloy","year":2008,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; National Research Council Canada","funders":"","keywords":"Magnesium alloy; Materials science; Finite element method; Mechanical engineering; Molding (decorative); Robustness (evolution); Automotive industry; Microstructure; Composite material; Structural engineering; Engineering","score_opus":0.015775423612454664,"score_gpt":0.23875304935779154,"score_spread":0.2229776257453369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998531973","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":[0.94365764,0.0002133392,0.013774721,0.00026144672,0.00007581459,0.000075155476,0.0009386303,0.0005801874,0.040422983],"genre_scores_gemma":[0.99450004,0.000055625947,0.0031653992,0.000029000139,0.0000050448016,0.000024340792,0.00017152407,0.000060983708,0.0019879],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987257,0.00002326799,0.0000056614704,0.000016808026,0.000046910336,0.00003481565],"domain_scores_gemma":[0.9995863,0.00022501586,0.00004813047,0.000031548996,0.00006212427,0.000046936188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018640661,0.00052053784,0.0006722349,0.0005044167,0.00059419783,0.0008573589,0.0011428032,0.0015623218,0.006679677],"category_scores_gemma":[0.00078391255,0.00048228554,0.0006231706,0.00043656325,0.000787137,0.000381503,0.00043598015,0.00048193077,0.0004422699],"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":[0.000067642395,0.00004381781,0.000913563,0.00003970875,0.000012715643,0.00015931681,0.000051617197,0.99380785,0.0023256566,0.0011693584,0.00022534975,0.0011834233],"study_design_scores_gemma":[0.000023748822,0.000032783973,0.0004918231,0.0000049470154,0.0000052290534,0.00001546806,0.000021918411,0.9980044,0.0009546082,0.00012814958,0.0003113923,0.0000055034266],"about_ca_topic_score_codex":0.018317487,"about_ca_topic_score_gemma":0.0136316735,"teacher_disagreement_score":0.018317487,"about_ca_system_score_codex":0.0009710963,"about_ca_system_score_gemma":0.0010436454,"threshold_uncertainty_score":0.036421716},"labels":[],"label_agreement":null},{"id":"W2008326670","doi":"10.1007/s12289-014-1205-8","title":"Titanium based cranial reconstruction using incremental sheet forming","year":2014,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":71,"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":"Engineering and Physical Sciences Research Council; University College London Hospitals NHS Foundation Trust; Queen's University Belfast; Queen's University; University College London","keywords":"Incremental sheet forming; Finite element method; Process (computing); Materials science; Deformation (meteorology); Forming processes; Computer science; Structural engineering; Composite material; Engineering","score_opus":0.01359704105179551,"score_gpt":0.25763725744822785,"score_spread":0.24404021639643234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008326670","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":[0.36544567,0.0007291173,0.61150867,0.00011915926,0.00016264773,0.00020448006,0.00025033238,0.0013208546,0.020259164],"genre_scores_gemma":[0.75150377,0.00045508007,0.24483849,0.000030166733,0.000016132326,0.000034813904,0.00018554734,0.00010182312,0.0028342782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978477,0.000018628578,0.000011046419,0.00002100813,0.00014882219,0.000015608344],"domain_scores_gemma":[0.9998085,0.00006404255,0.00002958854,0.000061787374,0.000026025677,0.000010206692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024177782,0.0003267739,0.00021860028,0.00043037164,0.00015489003,0.0004811502,0.00064189796,0.0003972542,0.0019353089],"category_scores_gemma":[0.0004402991,0.00025489024,0.0006481675,0.00022063896,0.00032984157,0.00031438223,0.0003526327,0.00024561852,0.00034839826],"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":[0.0003043034,0.000119927354,0.005640711,0.00058422657,0.00013245814,0.0017687853,0.00034900568,0.3792378,0.3745452,0.012457003,0.002070955,0.22278972],"study_design_scores_gemma":[0.000054849126,0.0010196888,0.007128096,0.00006371512,0.00010179908,0.005892177,0.00015448166,0.6988701,0.25933176,0.0030488512,0.024233013,0.000101531106],"about_ca_topic_score_codex":0.00066047424,"about_ca_topic_score_gemma":0.0009961553,"teacher_disagreement_score":0.0019353089,"about_ca_system_score_codex":0.00015190522,"about_ca_system_score_gemma":0.0003769319,"threshold_uncertainty_score":0.0064742565},"labels":[],"label_agreement":null},{"id":"W2013278804","doi":"10.1007/s12289-013-1146-7","title":"Derivation of a forming limit stress diagram from an experimental FLC, and comparison of the two criteria when applied to FE simulation of a pressing using different yield functions","year":2013,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","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":"Novelis (Canada)","funders":"","keywords":"Forming limit diagram; von Mises yield criterion; Limit (mathematics); Path (computing); Yield (engineering); Stamping; Stress (linguistics); Sheet metal; Forming processes; Diagram; Transformation (genetics); Mathematics; Applied mathematics; Structural engineering; Finite element method; Computer science; Engineering; Mechanical engineering; Materials science; Mathematical analysis; Composite material","score_opus":0.04485086709380619,"score_gpt":0.337707307449108,"score_spread":0.2928564403553018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013278804","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":[0.04989285,0.00017370527,0.9139373,0.00024961063,0.000044496308,0.00033772422,0.00068402337,0.002389859,0.032290462],"genre_scores_gemma":[0.69861066,0.00030023733,0.28981435,0.0001493945,0.000025325486,0.0006832722,0.0005934153,0.00070095,0.009122393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997068,0.00004110291,0.000022931627,0.00003077644,0.00018225788,0.000016138647],"domain_scores_gemma":[0.99920964,0.00032328785,0.000077957404,0.00007304686,0.0002973919,0.000018621451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006840918,0.00046564208,0.00042411857,0.0014335971,0.00063778606,0.00094335224,0.0009615398,0.001653498,0.013862176],"category_scores_gemma":[0.0027817634,0.0004301071,0.0002907615,0.00060402334,0.0007112944,0.0009125433,0.00048111353,0.0005702847,0.0014245387],"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":[0.0001961001,0.00023675527,0.0026068052,0.0006320097,0.000021563472,0.0006369083,0.00069852965,0.62125117,0.14604084,0.14367758,0.0048135063,0.07918821],"study_design_scores_gemma":[0.000021065885,0.000056697336,0.00120348,0.000045039065,0.0000050095164,0.00017503292,0.00006054771,0.9697724,0.01693373,0.006937104,0.004763502,0.000026367714],"about_ca_topic_score_codex":0.005426614,"about_ca_topic_score_gemma":0.005198378,"teacher_disagreement_score":0.013862176,"about_ca_system_score_codex":0.0008040851,"about_ca_system_score_gemma":0.00089318055,"threshold_uncertainty_score":0.046373546},"labels":[],"label_agreement":null},{"id":"W2018015311","doi":"10.1007/s12289-010-0767-3","title":"Formability extension of aerospace alloys for tube hydroforming applications","year":2010,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Formability; Hydroforming; Materials science; Finite element method; Forming processes; Austenite; Deformation (meteorology); Metallurgy; Softening; Context (archaeology); Tube (container); Structural engineering; Composite material; Engineering; Microstructure","score_opus":0.009556595723050166,"score_gpt":0.2769455408546331,"score_spread":0.2673889451315829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018015311","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":[0.9404566,0.00043032953,0.04076804,0.00007065168,0.0000264237,0.000039977745,0.00007934012,0.00015951876,0.017969094],"genre_scores_gemma":[0.99326396,0.000082709645,0.0043497407,0.0000056668046,0.000003302204,0.000008480984,0.00003701686,0.000026518563,0.0022226295],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998964,0.000019137884,0.0000051689703,0.000013036771,0.00005312779,0.000013123178],"domain_scores_gemma":[0.99971694,0.00009680157,0.000059682832,0.00004302513,0.00006734426,0.000016230988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003495367,0.00027264262,0.00018865691,0.00033256685,0.00022624919,0.00037709306,0.00030216138,0.00035518032,0.0023219406],"category_scores_gemma":[0.0009983587,0.00015488989,0.00020847937,0.0001484313,0.0003117604,0.0003209307,0.00024627885,0.00023149078,0.0003285517],"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":[0.0007384112,0.00016740033,0.0061341096,0.00021710769,0.000012504192,0.0006337463,0.00055399066,0.2825289,0.629059,0.009866011,0.00051318767,0.069575615],"study_design_scores_gemma":[0.00003865156,0.00090005493,0.01456551,0.00004476362,0.000027331007,0.0005408767,0.00016724782,0.651548,0.32175744,0.0028405,0.0075392164,0.000030343108],"about_ca_topic_score_codex":0.00046603926,"about_ca_topic_score_gemma":0.0009542306,"teacher_disagreement_score":0.0023219406,"about_ca_system_score_codex":0.00023064257,"about_ca_system_score_gemma":0.00028849227,"threshold_uncertainty_score":0.0077676177},"labels":[],"label_agreement":null},{"id":"W2020491251","doi":"10.1007/s12289-011-1044-9","title":"Influence of out-of-plane compression stress on limit strains in sheet metals","year":2011,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"AUTO21 Network of Centres of Excellence; Ontario Centres of Excellence","keywords":"Sheet metal; Formability; Plane stress; Materials science; Stress (linguistics); Plane (geometry); Compression (physics); Forming processes; Structural engineering; Composite material; Mechanics; Finite element method; Geometry; Mathematics; Physics; Engineering","score_opus":0.03360046597348573,"score_gpt":0.28489942366273296,"score_spread":0.25129895768924726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020491251","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":[0.98672485,0.00030714477,0.0027276645,0.00008566536,0.00001752713,0.000012375821,0.00003527151,0.000059901093,0.010029613],"genre_scores_gemma":[0.99899167,0.000074179785,0.0002752439,0.0000060750112,0.000004746947,0.0000035095647,0.000010316336,0.000014465136,0.0006196863],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985504,0.000036647976,0.0000059100935,0.000015643418,0.00005078638,0.000035860565],"domain_scores_gemma":[0.9987134,0.00092256704,0.000103999395,0.0000526981,0.00011669015,0.00009060838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002950502,0.0004156578,0.0004019674,0.0004896048,0.00044242572,0.0008375611,0.00035593403,0.0005759021,0.002068412],"category_scores_gemma":[0.0035846024,0.0002821029,0.00017047781,0.00026742416,0.0010855742,0.0005535933,0.00057319144,0.00030490616,0.00014421984],"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":[0.001703097,0.00041285958,0.00780709,0.00021904756,0.00003577596,0.0014697213,0.0005372499,0.72550917,0.22824983,0.011920841,0.0005580889,0.021577364],"study_design_scores_gemma":[0.00003743841,0.00023104642,0.008334705,0.000026773178,0.000021774973,0.00019671253,0.00015598966,0.91123194,0.07672339,0.002562054,0.00044182932,0.000036326994],"about_ca_topic_score_codex":0.002852541,"about_ca_topic_score_gemma":0.0021918507,"teacher_disagreement_score":0.002852541,"about_ca_system_score_codex":0.00035894205,"about_ca_system_score_gemma":0.00037939864,"threshold_uncertainty_score":0.006919503},"labels":[],"label_agreement":null},{"id":"W2021884792","doi":"10.1007/s12289-009-0408-x","title":"Compressible flow in a plate/plate rheometer: application to the experimental determination of reactive expansion’s models parameters for polyurethane foam","year":2009,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Rheometer; Materials science; Viscoelasticity; Composite material; Rheology; Compressibility; Polyurethane; Mechanics; Thermodynamics","score_opus":0.01856319258932478,"score_gpt":0.29553587559563316,"score_spread":0.2769726830063084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021884792","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":[0.9089139,0.00117975,0.08497939,0.0003958709,0.00015766689,0.00041444504,0.00043099988,0.0010183706,0.0025096342],"genre_scores_gemma":[0.94412774,0.0008696512,0.052858405,0.00013621378,0.00009833828,0.00017417641,0.00024151301,0.0001064051,0.0013875486],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887496,0.00034308975,0.00007499155,0.00024181222,0.00039427975,0.00007080894],"domain_scores_gemma":[0.9981212,0.0012330258,0.00012442743,0.00020451286,0.00023782667,0.0000789322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021736242,0.00086196855,0.0007286004,0.0014070462,0.0008373732,0.00079523865,0.0017587158,0.00120526,0.0016249268],"category_scores_gemma":[0.0029473354,0.0006364508,0.00037907367,0.0010958946,0.0013059264,0.000804056,0.00050425925,0.0013963259,0.00043815168],"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":[0.00058437354,0.0002512656,0.001930989,0.00020771513,0.000017507062,0.00016167354,0.00039743367,0.0006076561,0.9655536,0.00052611576,0.00025935337,0.029502362],"study_design_scores_gemma":[0.000058736892,0.00047021837,0.0042894525,0.000015762482,0.000037533362,0.00025848844,0.000095968724,0.01779233,0.9758263,0.00012576448,0.0009959922,0.000033320048],"about_ca_topic_score_codex":0.0017506384,"about_ca_topic_score_gemma":0.0016901216,"teacher_disagreement_score":0.0021736242,"about_ca_system_score_codex":0.00041031485,"about_ca_system_score_gemma":0.0006771042,"threshold_uncertainty_score":0.011495352},"labels":[],"label_agreement":null},{"id":"W2024641074","doi":"10.1007/s12289-013-1148-5","title":"Steam-bending properties of seven poplar hybrid clones","year":2013,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Bending; Materials science; Composite material; clone (Java method); Biology","score_opus":0.017735107148625206,"score_gpt":0.20460841875659164,"score_spread":0.18687331160796644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024641074","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":[0.9988331,0.000039347982,0.00039195703,0.00000849207,0.0000030003202,0.0000051455218,0.00019103252,0.000010824432,0.00051710167],"genre_scores_gemma":[0.995782,0.00004735761,0.00034273625,0.000015296126,0.0000028258016,0.000013309658,0.0011716171,0.000021458045,0.0026033388],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998727,0.0000149811685,0.000013039495,0.00002993536,0.000046161003,0.000023211122],"domain_scores_gemma":[0.99974483,0.000091460955,0.000030194495,0.00002185621,0.000046036846,0.000065705935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013061527,0.00022475663,0.00016981718,0.0003980901,0.00017467186,0.00022753725,0.00017544621,0.00022987048,0.0016231617],"category_scores_gemma":[0.00023580893,0.00013165902,0.00025960364,0.00037794132,0.00017995798,0.0001624403,0.00029541162,0.0004223198,0.000322829],"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":[0.00004930472,0.000018028803,0.0008339031,0.0000065358236,0.0000037922778,0.000034469776,0.00006240367,0.00003839094,0.9981614,0.000017905706,0.000007647663,0.0007662124],"study_design_scores_gemma":[0.00001052581,0.00057330064,0.13426332,0.0000040204186,0.00006779263,0.00033449248,0.00031631274,0.0008107891,0.86229825,0.000045318826,0.0012584836,0.000017426815],"about_ca_topic_score_codex":0.00096384203,"about_ca_topic_score_gemma":0.00073562714,"teacher_disagreement_score":0.0016231617,"about_ca_system_score_codex":0.00016071889,"about_ca_system_score_gemma":0.00010029958,"threshold_uncertainty_score":0.005429983},"labels":[],"label_agreement":null},{"id":"W2034164931","doi":"10.1007/s12289-008-0071-7","title":"Forming residual stresses effects on the electron beam welding distortions of thick components","year":2008,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Welding Techniques and Residual Stresses","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":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Residual stress; Welding; Materials science; Residual; Electron beam welding; Composite material; Cathode ray; Beam (structure); Structural engineering; Metallurgy; Electron; Engineering; Computer science","score_opus":0.015285350628900848,"score_gpt":0.24457754262695225,"score_spread":0.2292921919980514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034164931","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":[0.99350065,0.00026504564,0.004237975,0.000016752661,0.000010897911,0.000008577731,0.00003997929,0.00006238917,0.0018577015],"genre_scores_gemma":[0.9990607,0.00004311823,0.00028817635,0.0000027240412,0.000001854095,0.0000014689999,0.000024540488,0.000019326193,0.0005579145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997404,0.000036491063,0.000015451464,0.000044133307,0.00010963748,0.000053816133],"domain_scores_gemma":[0.99851984,0.0007320638,0.00023504307,0.00014936812,0.00030004123,0.000063595544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029672022,0.00032580152,0.00028801628,0.0003561348,0.00026229135,0.0004699227,0.00028787903,0.00027461068,0.0033615655],"category_scores_gemma":[0.002166602,0.00023452078,0.00020707634,0.00044360926,0.0004994805,0.00034597347,0.00025547465,0.00028663207,0.00027132995],"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":[0.0026304412,0.00006645021,0.011663683,0.00017805467,0.000048280024,0.0004943459,0.0010049058,0.03540698,0.9192029,0.001242862,0.00016171944,0.027899384],"study_design_scores_gemma":[0.000046270132,0.0008830759,0.09024507,0.000021526621,0.00011174986,0.00080562866,0.00063686515,0.031622846,0.8737111,0.0003669232,0.0014879868,0.000060990027],"about_ca_topic_score_codex":0.0010021566,"about_ca_topic_score_gemma":0.0009914889,"teacher_disagreement_score":0.0033615655,"about_ca_system_score_codex":0.00024792165,"about_ca_system_score_gemma":0.00022045225,"threshold_uncertainty_score":0.011245489},"labels":[],"label_agreement":null},{"id":"W2040087898","doi":"10.1007/s12289-010-0746-8","title":"An effective warm forming process; numerical and experimental study","year":2010,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Blank; Die (integrated circuit); Forming processes; Computer simulation; Subroutine; Hardening (computing); Yield (engineering); Finite element method; Structural engineering; Composite material; Mechanics; Computer science; Engineering","score_opus":0.006331938258618382,"score_gpt":0.3111295067487679,"score_spread":0.3047975684901495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040087898","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":[0.9707299,0.0005425424,0.023832595,0.00007419413,0.00006717126,0.000087155175,0.00009417342,0.00018971882,0.0043826173],"genre_scores_gemma":[0.9922044,0.00012044962,0.0066683046,0.000007222863,0.000010243872,0.00001665506,0.000027518956,0.000023377897,0.00092177046],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943405,0.00009859398,0.000023535127,0.0000720629,0.0002935808,0.00007813787],"domain_scores_gemma":[0.9985574,0.00057755003,0.00017230681,0.00040256325,0.00021203219,0.00007817766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009904357,0.00035092118,0.0010108101,0.00055392075,0.00079993374,0.00076763646,0.0008955141,0.0007538175,0.0021882774],"category_scores_gemma":[0.0025124552,0.00031576396,0.0003096289,0.0005861924,0.0015413191,0.00077918783,0.00060036784,0.0005080521,0.00024459892],"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":[0.0018629213,0.0008118675,0.003116019,0.00048614823,0.00005943381,0.00045044103,0.0009484453,0.076016426,0.8826054,0.011884462,0.00073007087,0.021028329],"study_design_scores_gemma":[0.0002551046,0.0028927256,0.0059828213,0.000028514189,0.00009865463,0.00035080325,0.0002526469,0.2316365,0.7545922,0.0010744156,0.0027781078,0.000057511985],"about_ca_topic_score_codex":0.0007467627,"about_ca_topic_score_gemma":0.0005802894,"teacher_disagreement_score":0.0021882774,"about_ca_system_score_codex":0.00031452882,"about_ca_system_score_gemma":0.00037574852,"threshold_uncertainty_score":0.0073204637},"labels":[],"label_agreement":null},{"id":"W2042048130","doi":"10.1007/s12289-010-0983-x","title":"Influence of Punch Radius in a Nakazima Test for Mild Steel and Aluminium","year":2010,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Larus Technologies (Canada)","funders":"","keywords":"Formability; Aluminium; Materials science; Aluminium alloy; Deformation (meteorology); Bending; RADIUS; Composite material; Plane (geometry); Metallurgy; Geometry; Mathematics","score_opus":0.008001645363220535,"score_gpt":0.2647756097413616,"score_spread":0.2567739643781411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042048130","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":[0.99621683,0.00029522524,0.0019753524,0.000045115128,0.000033300792,0.000012753664,0.00003459635,0.00009798377,0.0012888621],"genre_scores_gemma":[0.99913955,0.000028165521,0.00034206788,0.0000124124945,0.0000041207677,0.0000021948754,0.000016203896,0.000019257217,0.00043587497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837047,0.00038262922,0.00010232728,0.00021244683,0.0006625126,0.0002695646],"domain_scores_gemma":[0.9874222,0.008856485,0.00083537423,0.00071263715,0.0016594699,0.0005137933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011035969,0.00042622432,0.00076097297,0.000540235,0.00070752064,0.0008017971,0.00074047316,0.0012849767,0.0035173849],"category_scores_gemma":[0.008380929,0.0004310503,0.00039179373,0.00027420593,0.0008859797,0.0008271762,0.00055796356,0.0004484524,0.0005999206],"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":[0.010709218,0.00019719219,0.01122341,0.0002767434,0.000061402105,0.0013105957,0.0011114848,0.010315601,0.9497294,0.0004424444,0.0003299093,0.014292554],"study_design_scores_gemma":[0.0001669734,0.007241059,0.05760082,0.00005178483,0.00026748545,0.0012368294,0.0013795324,0.030456232,0.89943224,0.0002205237,0.0018496125,0.00009689685],"about_ca_topic_score_codex":0.0019507218,"about_ca_topic_score_gemma":0.0032224,"teacher_disagreement_score":0.0035173849,"about_ca_system_score_codex":0.0005172863,"about_ca_system_score_gemma":0.00044227287,"threshold_uncertainty_score":0.011766851},"labels":[],"label_agreement":null},{"id":"W2044482226","doi":"10.1007/s12289-015-1225-z","title":"A two-phase flow model to simulate mold filling and saturation in Resin Transfer Molding","year":2015,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transfer molding; Saturation (graph theory); Materials science; Capillary pressure; Composite material; Mechanics; Relative permeability; Conservation of mass; Capillary action; Darcy–Weisbach equation; Permeability (electromagnetism); Porosity; Mold; Porous medium; Thermodynamics; Mathematics; Chemistry; Physics","score_opus":0.03267538665731386,"score_gpt":0.31247489029712827,"score_spread":0.27979950363981443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044482226","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":[0.38475552,0.0007268592,0.56654066,0.00091102347,0.000392623,0.00057019194,0.0010085658,0.0014032107,0.043691378],"genre_scores_gemma":[0.9436982,0.0003484629,0.037902705,0.000121573714,0.00004440898,0.0003849704,0.00039667264,0.00019704929,0.016905969],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998388,0.00004167363,0.0000083255345,0.000033951514,0.00004067586,0.000036538742],"domain_scores_gemma":[0.99948174,0.0003002922,0.000055826964,0.000025767944,0.00008722357,0.000049190035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042379182,0.0007861339,0.0009360157,0.00063013984,0.00081035134,0.0009523845,0.0015011308,0.0031564932,0.004677749],"category_scores_gemma":[0.0012384133,0.0007501885,0.0009691188,0.00048582105,0.0007819649,0.00086885394,0.00058509666,0.0010014585,0.00044419826],"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":[0.000024140405,0.00005371753,0.00020606078,0.000022671085,0.0000042516012,0.000043870114,0.000024683553,0.9945852,0.0013216698,0.0025565003,0.00012392786,0.0010333194],"study_design_scores_gemma":[0.000008728213,0.000008449393,0.000030001474,0.0000016617086,0.0000017947899,0.0000026658568,0.0000025875777,0.9993887,0.00028374165,0.00012336859,0.00014598653,0.0000023100283],"about_ca_topic_score_codex":0.020602776,"about_ca_topic_score_gemma":0.009630568,"teacher_disagreement_score":0.020602776,"about_ca_system_score_codex":0.0011224818,"about_ca_system_score_gemma":0.0017668079,"threshold_uncertainty_score":0.040965676},"labels":[],"label_agreement":null},{"id":"W2047700050","doi":"10.1007/s12289-012-1111-x","title":"Prediction of optimal flow front velocity to minimize void formation in dual scale fibrous reinforcements","year":2012,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Capillary action; Imbibition; Materials science; Void (composites); Porosity; Composite material; Epoxy; Transfer molding; Composite number","score_opus":0.015431623255362249,"score_gpt":0.24004429360284035,"score_spread":0.22461267034747812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047700050","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":[0.80640364,0.00015333995,0.19150242,0.000067255554,0.000020812993,0.00003725418,0.000052096013,0.00028266865,0.0014803944],"genre_scores_gemma":[0.9901336,0.000025163918,0.00952292,0.0000032832284,0.0000023522966,0.000009277508,0.000016178703,0.000012001398,0.00027526743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995077,0.000009304875,0.0000019296417,0.000013877558,0.000011039584,0.0000130952485],"domain_scores_gemma":[0.99951065,0.00032335593,0.000068891575,0.000011360938,0.000051704938,0.000034097884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027439895,0.000429259,0.00032498752,0.00038051247,0.00020202021,0.00038374294,0.00031374357,0.0007283811,0.0004489798],"category_scores_gemma":[0.0009325613,0.00032051423,0.00021391813,0.00012582369,0.0002527189,0.00024727578,0.00018398323,0.00029927632,0.000081648],"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":[0.000056096975,0.000052131287,0.0008736824,0.000015200322,0.000003040894,0.000021789412,0.000007882576,0.98554546,0.008483438,0.00030211225,0.00005694577,0.004582208],"study_design_scores_gemma":[0.0000021889557,0.000017968883,0.00013061606,5.892337e-7,8.693938e-7,0.000001603262,0.0000014524935,0.99817777,0.0016171063,0.00003704973,0.000011702951,0.0000011112379],"about_ca_topic_score_codex":0.0028085902,"about_ca_topic_score_gemma":0.0030098453,"teacher_disagreement_score":0.0028085902,"about_ca_system_score_codex":0.0004781986,"about_ca_system_score_gemma":0.00051716866,"threshold_uncertainty_score":0.005584419},"labels":[],"label_agreement":null},{"id":"W2047920343","doi":"10.1007/s12289-012-1115-6","title":"Formability improvement with independent die and punch temperature control","year":2012,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Formability; Die (integrated circuit); Materials science; Forming processes; Deep drawing; Finite element method; Isothermal process; Parametric statistics; Blank; Hardening (computing); Aluminium; Alloy; Composite material; Structural engineering; Metallurgy; Engineering; Layer (electronics); Thermodynamics","score_opus":0.004730922536828494,"score_gpt":0.2257147998648717,"score_spread":0.2209838773280432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047920343","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":[0.81101173,0.000625606,0.17192952,0.0001448944,0.00014843461,0.0000573882,0.00010858829,0.0017406415,0.014233215],"genre_scores_gemma":[0.9704672,0.00007393183,0.026108485,0.000018270495,0.000015257568,0.000014503123,0.00004112799,0.00013942432,0.003121786],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997409,0.000024297684,0.000013023784,0.00006623612,0.00011738488,0.00003818962],"domain_scores_gemma":[0.9994893,0.0001192622,0.00008131975,0.0001621658,0.00012184116,0.000025935691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002798092,0.00056341104,0.0004115057,0.00030174336,0.000222863,0.00037236407,0.000497167,0.00045068745,0.0017779851],"category_scores_gemma":[0.00075724314,0.00026334877,0.00022958113,0.0002528734,0.00027877762,0.00056945346,0.00038234674,0.00036683428,0.0004263245],"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":[0.00038548087,0.00014043596,0.0009400525,0.00008263682,0.000017822143,0.00006607724,0.000088951165,0.032669336,0.91507983,0.00073639874,0.00042532192,0.049367707],"study_design_scores_gemma":[0.000040205727,0.00052452605,0.0038839965,0.0000067599995,0.000038375587,0.0001342811,0.000022958639,0.1506184,0.8423799,0.00021854418,0.002102542,0.000029571102],"about_ca_topic_score_codex":0.00027168123,"about_ca_topic_score_gemma":0.0006606297,"teacher_disagreement_score":0.0017779851,"about_ca_system_score_codex":0.00017290938,"about_ca_system_score_gemma":0.00021764233,"threshold_uncertainty_score":0.0059479475},"labels":[],"label_agreement":null},{"id":"W2058731541","doi":"10.1007/s12289-015-1232-0","title":"Erratum to: A two-phase flow model to simulate mold filling and saturation in Resin Transfer Molding","year":2015,"lang":"en","type":"erratum","venue":"International Journal of Material Forming","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transfer molding; Mold; Saturation (graph theory); Materials science; Molding (decorative); Composite material; Flow (mathematics); Mechanics; Mathematics; Physics","score_opus":0.025400989290237548,"score_gpt":0.31200337703115133,"score_spread":0.2866023877409138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058731541","genre_codex":"editorial","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":[0.023210734,0.004702537,0.13434365,0.06796738,0.690487,0.00046306837,0.0068511646,0.003447141,0.06852732],"genre_scores_gemma":[0.15189569,0.0049969433,0.120671146,0.014231723,0.013575782,0.000405229,0.006239579,0.0027448286,0.6852391],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931955,0.00008228663,0.000078564444,0.00006517608,0.0004107671,0.000043693097],"domain_scores_gemma":[0.99760395,0.0006242824,0.00009639847,0.00012377289,0.0014517576,0.00009982375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008543293,0.0011130526,0.00085371046,0.0010129107,0.0013944382,0.0011348433,0.0014218538,0.003299487,0.023893178],"category_scores_gemma":[0.0072171846,0.0005640225,0.0009533205,0.0006594883,0.0006498778,0.001755241,0.0008393715,0.0019788258,0.007933444],"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":[0.0002614335,0.00009506323,0.0008780211,0.00041524408,0.000027579075,0.0016604735,0.00012666186,0.03846235,0.00221463,0.01774294,0.8959464,0.042169176],"study_design_scores_gemma":[0.000219146,0.00023024877,0.0016477022,0.00042707927,0.0001256296,0.001247851,0.00029056278,0.1782049,0.010174221,0.013582703,0.79365194,0.00019800739],"about_ca_topic_score_codex":0.01226868,"about_ca_topic_score_gemma":0.017378889,"teacher_disagreement_score":0.023893178,"about_ca_system_score_codex":0.0015886417,"about_ca_system_score_gemma":0.0020315729,"threshold_uncertainty_score":0.07993066},"labels":[],"label_agreement":null},{"id":"W2062321624","doi":"10.1007/s12289-014-1162-2","title":"Formability of AA3003 brazing sheet at elevated temperatures: limiting dome height experiments and determination of forming limit diagrams","year":2014,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Formability; Materials science; Limiting; Brazing; Forming limit diagram; Composite material; Limit (mathematics); Atmospheric temperature range; Metallurgy; Digital image correlation; Thermodynamics; Mechanical engineering; Mathematics","score_opus":0.01003184047768696,"score_gpt":0.2627818934158501,"score_spread":0.25275005293816316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062321624","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":[0.9963367,0.00015871611,0.0019313096,0.000011172937,0.0000047379444,0.000013235585,0.00017100431,0.00007487464,0.0012982698],"genre_scores_gemma":[0.9976634,0.000047343397,0.0012380482,0.0000037456546,0.0000011620375,0.0000092390665,0.00012855211,0.000022206317,0.00088631624],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967873,0.000034829423,0.00003434849,0.00007228258,0.00013974431,0.000040026684],"domain_scores_gemma":[0.99877137,0.0005775003,0.0001677128,0.00014673048,0.00026679912,0.00006975925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058908784,0.00024520297,0.0001974151,0.0004351736,0.00032593356,0.0003107921,0.0002608024,0.00043073506,0.001785417],"category_scores_gemma":[0.0014188511,0.00019871553,0.00019230485,0.00024184745,0.0002929466,0.0002893724,0.00012714253,0.00034943942,0.00037404103],"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":[0.00013531419,0.000017601462,0.0007545439,0.000022823431,0.0000018212215,0.000038483424,0.000199945,0.00065074227,0.9957009,0.0000927023,0.000037800717,0.0023473755],"study_design_scores_gemma":[0.000005376095,0.0002839484,0.007659248,0.0000039904417,0.0000045569186,0.00003638871,0.00004134399,0.0026494039,0.9888782,0.000036960973,0.00039264653,0.000007847787],"about_ca_topic_score_codex":0.0015999936,"about_ca_topic_score_gemma":0.0015560723,"teacher_disagreement_score":0.001785417,"about_ca_system_score_codex":0.00026731327,"about_ca_system_score_gemma":0.00023155348,"threshold_uncertainty_score":0.0059728622},"labels":[],"label_agreement":null},{"id":"W2062371064","doi":"10.1007/s12289-010-0681-8","title":"An efficient solver of the saturation equation in liquid composite molding processes","year":2010,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transfer molding; Saturation (graph theory); Mechanics; Materials science; Void (composites); Composite number; Solver; Porosity; Capillary action; Relative permeability; Composite material; Mold; Mathematics; Mathematical optimization; Physics","score_opus":0.008764389077414584,"score_gpt":0.2516131232924895,"score_spread":0.24284873421507494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062371064","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":[0.03196416,0.0004516085,0.94472826,0.000375585,0.0001911485,0.0001507733,0.00017072947,0.0005162571,0.021451445],"genre_scores_gemma":[0.52771634,0.00051556475,0.43784687,0.00034958322,0.00017820584,0.0004906902,0.00035762702,0.0007846892,0.031760372],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997967,0.000059724436,0.00000930172,0.000016956443,0.00008468137,0.000032629305],"domain_scores_gemma":[0.99947697,0.00032747994,0.000028450551,0.000029090288,0.0001002393,0.000037865302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054886413,0.0006553512,0.00088855135,0.00040154363,0.0004917228,0.0009227268,0.0012970336,0.0014194355,0.0060077854],"category_scores_gemma":[0.0017705365,0.0005064945,0.0005016575,0.00054905226,0.00067847234,0.0010567553,0.0011538034,0.0012804711,0.00097352284],"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":[0.00017894087,0.00016655661,0.0007348493,0.0002663342,0.000043069835,0.00031489466,0.00016775636,0.8422845,0.0096574,0.08828365,0.0045070047,0.053394996],"study_design_scores_gemma":[0.00001766092,0.0000067446263,0.000025926745,0.000003808323,0.0000020520276,0.0000075834837,0.0000074813793,0.9958483,0.0004367193,0.0028463393,0.0007945653,0.0000028448317],"about_ca_topic_score_codex":0.005677798,"about_ca_topic_score_gemma":0.0065910644,"teacher_disagreement_score":0.0060077854,"about_ca_system_score_codex":0.00055543624,"about_ca_system_score_gemma":0.0013180345,"threshold_uncertainty_score":0.02009809},"labels":[],"label_agreement":null},{"id":"W2062819269","doi":"10.1007/s12289-009-0630-6","title":"Guiding selection for reduced process development time in RTM","year":2009,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Robustness (evolution); Computer science; Software; Process (computing); Fuzzy logic; Materials science; Mechanical engineering; Engineering drawing; Engineering; Artificial intelligence","score_opus":0.015622002359635071,"score_gpt":0.2802276194879083,"score_spread":0.26460561712827324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062819269","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":[0.30968836,0.0006050427,0.6650531,0.00036064835,0.000050612227,0.0003835366,0.00018612354,0.0053771925,0.018295275],"genre_scores_gemma":[0.72739184,0.00015245657,0.2685979,0.00011571701,0.000012053976,0.00013522318,0.00023369574,0.00046845738,0.0028925547],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857736,0.0005266633,0.00007651028,0.00021241773,0.00040654384,0.00020046775],"domain_scores_gemma":[0.9977024,0.0010803516,0.00031543805,0.00022338828,0.00059975876,0.00007867074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001610533,0.0007901046,0.0005422175,0.0011918594,0.0005571614,0.0011786765,0.0007901053,0.0005648763,0.0037020487],"category_scores_gemma":[0.004783855,0.00040008346,0.00035717848,0.0005694111,0.00025833896,0.0010792511,0.0006137812,0.00055154343,0.0009823405],"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":[0.0010536041,0.00081343955,0.012359628,0.00037309964,0.00005143023,0.00025496708,0.00046463675,0.0932521,0.23394336,0.0057837856,0.0036426638,0.64800733],"study_design_scores_gemma":[0.00013438977,0.0009545931,0.009383091,0.000062344836,0.00012577967,0.00029077817,0.00039351327,0.68381387,0.2868359,0.004957077,0.012982509,0.00006619248],"about_ca_topic_score_codex":0.001925959,"about_ca_topic_score_gemma":0.0037610896,"teacher_disagreement_score":0.0037020487,"about_ca_system_score_codex":0.000607402,"about_ca_system_score_gemma":0.0017916892,"threshold_uncertainty_score":0.0123845935},"labels":[],"label_agreement":null},{"id":"W2068707579","doi":"10.1007/s12289-012-1090-y","title":"Influence of preforming on the quality of curved composite parts manufactured by flexible injection","year":2012,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Canada Research Chairs; Polytechnique Montréal","keywords":"Transfer molding; Materials science; Thermosetting polymer; Composite material; Composite number; Molding (decorative); Finite element method; Injection moulding; Autoclave; Parametric statistics; Fiber; Glass fiber; Mechanical engineering; Mold; Structural engineering; Engineering","score_opus":0.022365342220601537,"score_gpt":0.29525670707367085,"score_spread":0.2728913648530693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068707579","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":[0.9984281,0.0002516862,0.00088716816,0.000008706968,0.000012868985,0.0000048102106,0.000031005336,0.000028580296,0.00034723803],"genre_scores_gemma":[0.9989629,0.000079194506,0.0005677302,0.000007952459,0.00000381246,0.0000025374572,0.00003901763,0.00001739576,0.00031952417],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997534,0.000030372776,0.000017490138,0.00004294942,0.0000984108,0.000057352827],"domain_scores_gemma":[0.9987803,0.00041686447,0.00034514748,0.00010171106,0.00024587178,0.000110080604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039392393,0.0003862589,0.0002446038,0.00022304538,0.00021964217,0.00031805263,0.00016239275,0.00038533096,0.0018041057],"category_scores_gemma":[0.001138963,0.0002911077,0.00030313808,0.00023088529,0.0003414498,0.00032997524,0.00019047796,0.00049509475,0.00019386016],"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":[0.00032501965,0.000025412897,0.0009004643,0.000060671973,0.000009907544,0.00009118179,0.00008909115,0.0006214122,0.99549073,0.00003909395,0.000026029471,0.0023210659],"study_design_scores_gemma":[0.000010822861,0.000660435,0.011251625,0.000008213976,0.000036866026,0.00008147983,0.00004938355,0.0015080767,0.9861216,0.000013141176,0.00024741958,0.000010921485],"about_ca_topic_score_codex":0.0006061722,"about_ca_topic_score_gemma":0.0012922316,"teacher_disagreement_score":0.0018041057,"about_ca_system_score_codex":0.00019854205,"about_ca_system_score_gemma":0.00016188952,"threshold_uncertainty_score":0.0060353875},"labels":[],"label_agreement":null},{"id":"W2084357048","doi":"10.1007/s12289-012-1104-9","title":"On the use of effective limit strains to evaluate the forming severity of sheet metal parts after nonlinear loading","year":2012,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","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":"University of Windsor","funders":"","keywords":"Formability; Forming limit diagram; Sheet metal; Materials science; Limit (mathematics); Stamping; Nonlinear system; Bilinear interpolation; Aluminium; Plane stress; Structural engineering; Metal forming; Forming processes; Strain (injury); Composite material; Metallurgy; Finite element method; Mathematics; Mathematical analysis; Engineering; Physics","score_opus":0.036671884692578594,"score_gpt":0.2976548681121228,"score_spread":0.2609829834195442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084357048","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":[0.83887243,0.00015341626,0.15680648,0.000045841378,0.0000140173315,0.00006715223,0.000057818434,0.0002448106,0.0037380673],"genre_scores_gemma":[0.9825598,0.000051906984,0.017005943,0.000008745915,0.0000024728154,0.000013747149,0.000024676669,0.000021505646,0.00031120202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962175,0.00011674795,0.00002897411,0.000035447552,0.00017564111,0.000021414982],"domain_scores_gemma":[0.997584,0.0013809536,0.0002523029,0.00025119708,0.00045789464,0.00007367685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000987313,0.00039607345,0.00028591402,0.0010356747,0.0002926108,0.0006346451,0.00052015745,0.0004911595,0.0006846749],"category_scores_gemma":[0.0037703535,0.00018414117,0.00021706602,0.00036091264,0.0007779344,0.00071668235,0.00041552586,0.0003662947,0.00010202483],"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":[0.001446295,0.0004975633,0.049921274,0.00020643092,0.00006805948,0.00029273232,0.0007057228,0.473154,0.31917927,0.0088442555,0.00028401014,0.1454004],"study_design_scores_gemma":[0.000008302189,0.00018961691,0.006965084,0.000012880896,0.000019381712,0.00007868878,0.000077601115,0.9152075,0.07636431,0.00086525315,0.00017703508,0.000034357607],"about_ca_topic_score_codex":0.0014920989,"about_ca_topic_score_gemma":0.0022935802,"teacher_disagreement_score":0.0014920989,"about_ca_system_score_codex":0.00024894517,"about_ca_system_score_gemma":0.0002984227,"threshold_uncertainty_score":0.0052214265},"labels":[],"label_agreement":null},{"id":"W2092906532","doi":"10.1007/s12289-010-0989-4","title":"Investigation on the strain-path dependency of stress-based forming limit curves","year":2010,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Ontario Centres of Excellence","keywords":"Materials science; Limit (mathematics); Bilinear interpolation; Path (computing); Structural engineering; Stress path; Dependency (UML); Strain (injury); Finite element method; Stress (linguistics); Plane stress; Path dependent; Composite material; Metallurgy; Mechanics; Plasticity; Mathematical analysis; Mathematics; Engineering; Physics; Computer science; Applied mathematics","score_opus":0.025213590247316228,"score_gpt":0.2626212410901173,"score_spread":0.23740765084280108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092906532","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":[0.938284,0.00026212703,0.050824225,0.000108954984,0.000009374157,0.00005042572,0.00016514858,0.000602778,0.0096929725],"genre_scores_gemma":[0.9964212,0.000060871025,0.0027039154,0.00000571357,0.0000013709115,0.000009317345,0.0000541171,0.000051623287,0.00069173175],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973327,0.00005597644,0.000007871876,0.00003672807,0.0001393706,0.00002687688],"domain_scores_gemma":[0.99708,0.0018826878,0.00022984255,0.0002494444,0.00050719257,0.000050727213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058074057,0.00037453684,0.00025424533,0.00078619836,0.00027794138,0.0004133819,0.00079024426,0.0006290541,0.001978966],"category_scores_gemma":[0.005865694,0.0002323483,0.00019452172,0.0005384871,0.00046968227,0.00077921676,0.00028829457,0.00035205946,0.00019501998],"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":[0.00063685863,0.00020157416,0.009857023,0.00033282983,0.00004140282,0.000601899,0.0009596211,0.6300679,0.28184122,0.017956572,0.00080543564,0.056697696],"study_design_scores_gemma":[0.0000053511644,0.00009823033,0.005430903,0.000015201022,0.000009904963,0.00015042655,0.000045779077,0.9249562,0.06744649,0.0012055979,0.00061573094,0.00002019857],"about_ca_topic_score_codex":0.0018330798,"about_ca_topic_score_gemma":0.0015159053,"teacher_disagreement_score":0.001978966,"about_ca_system_score_codex":0.00042300115,"about_ca_system_score_gemma":0.00036336313,"threshold_uncertainty_score":0.006620288},"labels":[],"label_agreement":null},{"id":"W2107683360","doi":"10.1007/s12289-012-1094-7","title":"Thermo-mechanical sheet metal forming of aero engine components in Ti-6Al-4V—PART 2: Constitutive modelling and validation","year":2012,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nordic Life Science Pipeline (Canada)","funders":"","keywords":"Materials science; Sheet metal; Isotropy; Anisotropy; Titanium alloy; Yield (engineering); Constitutive equation; Yield surface; Finite element method; Forming processes; Composite material; Alloy; Metallurgy; Structural engineering; Engineering","score_opus":0.03762545521933005,"score_gpt":0.2702322391181758,"score_spread":0.23260678389884573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107683360","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":[0.9400515,0.00047776336,0.044021122,0.0001456891,0.000053620362,0.00017308371,0.0004772745,0.00060951617,0.013990504],"genre_scores_gemma":[0.99000704,0.00010957707,0.007953852,0.000013292649,0.0000043293176,0.000038807626,0.00013120739,0.000051885287,0.0016898799],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996489,0.0000630912,0.000022459333,0.000036925536,0.00019123907,0.00003734866],"domain_scores_gemma":[0.99943227,0.00024154113,0.00007641543,0.00012074011,0.00010819925,0.000020874806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056663394,0.00046497319,0.0007209706,0.0005168705,0.00048894837,0.00063072774,0.0013384147,0.0013169936,0.002117749],"category_scores_gemma":[0.0010515001,0.000480528,0.00064617774,0.0005160344,0.00074912724,0.00042904424,0.00041918168,0.00041389788,0.00032086705],"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":[0.00015290796,0.00010564599,0.002211219,0.00019177784,0.000023182149,0.00010904935,0.0001791271,0.9377614,0.047314942,0.0012852703,0.00029606922,0.010369396],"study_design_scores_gemma":[0.000026877631,0.0002062674,0.002907848,0.000017288916,0.000014004583,0.00007995961,0.00006258637,0.96130335,0.034123015,0.00020494114,0.0010377956,0.000016008644],"about_ca_topic_score_codex":0.006417528,"about_ca_topic_score_gemma":0.006330838,"teacher_disagreement_score":0.006417528,"about_ca_system_score_codex":0.00064016966,"about_ca_system_score_gemma":0.00083412364,"threshold_uncertainty_score":0.012760341},"labels":[],"label_agreement":null},{"id":"W2111298799","doi":"10.1007/s12289-009-0476-y","title":"Optimization of a range of 2D and 3D bulk forming processes by a meta-model assisted evolution strategy","year":2009,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Forging; Die (integrated circuit); Mechanical engineering; Crankshaft; Range (aeronautics); Computer science; Software; Materials science; Engineering; Composite material","score_opus":0.02070141032716326,"score_gpt":0.25095029212656705,"score_spread":0.23024888179940378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111298799","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":[0.8481726,0.00046929574,0.13412182,0.00016565189,0.000052041833,0.00008619647,0.00014724002,0.0004170569,0.01636795],"genre_scores_gemma":[0.9482283,0.0001026779,0.050156724,0.000028878534,0.0000045959237,0.00007069492,0.00008324369,0.0000482713,0.0012766686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993706,0.000012235526,0.0000030527938,0.000011932068,0.00002102518,0.000014703537],"domain_scores_gemma":[0.9998801,0.00006045199,0.000017096567,0.000013593469,0.000019421006,0.000009387283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020522847,0.0005201577,0.00051241415,0.00040713724,0.00025443523,0.0005396843,0.00051056733,0.0007548904,0.0012528868],"category_scores_gemma":[0.0004369827,0.0003539999,0.00058301195,0.00032305313,0.00027170972,0.0004059569,0.00034257502,0.00037509587,0.00013370988],"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":[0.00009632696,0.00009711238,0.0010621974,0.0000605721,0.000042931002,0.00010119357,0.00003836694,0.95045173,0.025018137,0.0026385612,0.00035539872,0.020037558],"study_design_scores_gemma":[0.000024369128,0.00009682971,0.00027970443,0.000003009322,0.00001877629,0.000024863493,0.000017532684,0.9933513,0.00520249,0.00055352575,0.0004225764,0.0000050095828],"about_ca_topic_score_codex":0.0010886146,"about_ca_topic_score_gemma":0.001961767,"teacher_disagreement_score":0.0012528868,"about_ca_system_score_codex":0.00039365588,"about_ca_system_score_gemma":0.00046331758,"threshold_uncertainty_score":0.004191339},"labels":[],"label_agreement":null},{"id":"W2119841678","doi":"10.1007/s12289-008-0051-y","title":"Experimental validation of numerical sensitivities in a deep drawing simulation","year":2008,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Larus Technologies (Canada)","funders":"","keywords":"Blank; Benchmark (surveying); Pillar; Nonlinear system; Sensitivity (control systems); Deep drawing; Software; Simple (philosophy); Materials science; Computational intelligence; Structural engineering; Computer science; Engineering; Artificial intelligence; Composite material; Physics; Electronic engineering; Geology","score_opus":0.01821532748078933,"score_gpt":0.2837848625862941,"score_spread":0.26556953510550474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119841678","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":[0.9308249,0.00017799348,0.058005612,0.00021283029,0.0001226525,0.000105393,0.0004991508,0.0011734033,0.008878067],"genre_scores_gemma":[0.99359256,0.000029086412,0.0056506065,0.00002353684,0.0000041122858,0.000015260093,0.0000897095,0.000051463245,0.00054355344],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987244,0.00028719578,0.00006570702,0.00016078759,0.00063127273,0.00013067525],"domain_scores_gemma":[0.99459225,0.0030222924,0.00028751438,0.0009760659,0.00097140734,0.00015050209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012913592,0.0007092853,0.00042805602,0.00053624803,0.00041704118,0.0006609222,0.000958564,0.0012452423,0.003951839],"category_scores_gemma":[0.007400092,0.0004005681,0.00026247345,0.0005057012,0.00093300483,0.00068817113,0.0010602479,0.0007609798,0.00049819244],"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":[0.0020941999,0.0007359811,0.0047427104,0.00038068808,0.000045110624,0.00042369834,0.00057222054,0.37609506,0.5789564,0.004202796,0.0013316949,0.03041943],"study_design_scores_gemma":[0.00009521226,0.0010003312,0.0045109303,0.00003279408,0.00002440291,0.00015500186,0.000098324315,0.5758737,0.41621155,0.0006075993,0.0013385497,0.00005172564],"about_ca_topic_score_codex":0.0010554865,"about_ca_topic_score_gemma":0.000682929,"teacher_disagreement_score":0.003951839,"about_ca_system_score_codex":0.00038445165,"about_ca_system_score_gemma":0.00039476054,"threshold_uncertainty_score":0.013220251},"labels":[],"label_agreement":null},{"id":"W2129825976","doi":"10.1007/s12289-011-1079-y","title":"Multi-objective optimization of loading path design in multi-stage tube forming using MOGA","year":2011,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Hydroforming; Formability; Materials science; Tube (container); Finite element method; Structural engineering; Bending; Composite material; Forming processes; Engineering","score_opus":0.08563999283209013,"score_gpt":0.3123181814009468,"score_spread":0.2266781885688567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129825976","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":[0.104540646,0.0002986302,0.8864833,0.00014328871,0.00005177506,0.0001432051,0.000079467165,0.0003443663,0.007915253],"genre_scores_gemma":[0.8093746,0.00017007213,0.18621005,0.00005869038,0.000015434209,0.0002968806,0.00009578745,0.0001023639,0.0036761703],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966335,0.0001422112,0.000013173492,0.0000389746,0.00007926795,0.00006296732],"domain_scores_gemma":[0.99929464,0.00042207478,0.00008745693,0.000026735097,0.00012724337,0.00004186955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010386315,0.0009844421,0.0014627242,0.0008494642,0.00065087137,0.0010891556,0.0010358434,0.001682599,0.0027808007],"category_scores_gemma":[0.0018172493,0.0011142737,0.0011114331,0.00069581275,0.00058418507,0.0008357968,0.0009013991,0.0007218902,0.00030420438],"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":[0.000015158359,0.000012849749,0.000087922366,0.000014393039,0.0000081066855,0.000014326047,0.000009759821,0.9966732,0.00037908423,0.0003576065,0.00005106651,0.002376481],"study_design_scores_gemma":[0.0000039120837,0.0000197429,0.000035731846,0.0000021669184,0.0000033558686,0.0000025149163,0.000004179618,0.99957234,0.00016071826,0.00012882389,0.00006486567,0.0000015953096],"about_ca_topic_score_codex":0.0067088185,"about_ca_topic_score_gemma":0.0058081714,"teacher_disagreement_score":0.0067088185,"about_ca_system_score_codex":0.00074189564,"about_ca_system_score_gemma":0.0015622057,"threshold_uncertainty_score":0.013339579},"labels":[],"label_agreement":null},{"id":"W2741999014","doi":"10.1007/s12289-017-1371-6","title":"Introduction to the level-set full field modeling of laths spheroidization phenomenon in α/β titanium alloys","year":2017,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metallurgy and Material Forming","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":"Safran Electronics (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Materials science; Curvature; Finite element method; Titanium alloy; Deformation (meteorology); Diffusion; Mechanics; Metallurgy; Composite material; Structural engineering; Alloy; Geometry; Thermodynamics; Engineering; Physics; Mathematics","score_opus":0.024322486929419712,"score_gpt":0.26197912789211353,"score_spread":0.23765664096269382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741999014","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":[0.019042775,0.0020339973,0.93964714,0.00069388247,0.00022456612,0.00013500497,0.0004476546,0.00087453396,0.036900513],"genre_scores_gemma":[0.637227,0.0039598895,0.32396132,0.0004310455,0.00029811542,0.00045095466,0.0005510667,0.0007866571,0.032333914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998903,0.000025828289,0.000007786257,0.000013217891,0.00005151226,0.000011431061],"domain_scores_gemma":[0.99982977,0.000060748425,0.000017816674,0.000019357236,0.000057854217,0.000014508688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035369475,0.0004206165,0.00046862458,0.00036845807,0.00036867574,0.0009744713,0.0011227224,0.0010538062,0.0061765304],"category_scores_gemma":[0.00071255263,0.00039560648,0.0007215951,0.00051859824,0.0004959619,0.00066406874,0.00063363067,0.001110945,0.0009181135],"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":[0.000023248225,0.00003057974,0.00027293584,0.00011336101,0.00001732694,0.00009335241,0.00007663165,0.89439034,0.0046297032,0.07836562,0.0016635878,0.020323271],"study_design_scores_gemma":[0.0000032079574,0.000007335493,0.00007653074,0.000010171143,0.000001902302,0.000018113891,0.0000071342483,0.98997176,0.00046100383,0.0062411306,0.0031961414,0.00000565491],"about_ca_topic_score_codex":0.005416404,"about_ca_topic_score_gemma":0.0025540374,"teacher_disagreement_score":0.0061765304,"about_ca_system_score_codex":0.00056052295,"about_ca_system_score_gemma":0.0005259479,"threshold_uncertainty_score":0.020662546},"labels":[],"label_agreement":null},{"id":"W2746994404","doi":"10.1007/s12289-017-1369-0","title":"A composite approach for modeling deformation behaviors of thermoplastic polyurethane considering soft-hard domains transformation","year":2017,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","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":"Royal Military College of Canada","funders":"","keywords":"Thermoplastic polyurethane; Materials science; Composite number; Composite material; Deformation (meteorology); Polyurethane; Transformation (genetics); Thermoplastic; Computational intelligence; Structural engineering; Computer science; Engineering; Artificial intelligence","score_opus":0.033539887299378325,"score_gpt":0.28017424285961934,"score_spread":0.24663435556024102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746994404","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":[0.25304362,0.00066139974,0.72082627,0.0001711656,0.00011870266,0.00015586185,0.00018920483,0.00035181423,0.024481902],"genre_scores_gemma":[0.93272686,0.00030104362,0.060713284,0.000041527877,0.000024950576,0.00015855308,0.000085663676,0.00012630169,0.0058218166],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990034,0.000021099671,0.0000056718904,0.000018516941,0.00003890807,0.000015497164],"domain_scores_gemma":[0.99976856,0.00011798769,0.00002764283,0.000022032904,0.00004570599,0.000018169876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987196,0.0005266462,0.00045033768,0.00056300254,0.0004524262,0.0005724093,0.0009820763,0.0016009033,0.0023224067],"category_scores_gemma":[0.0005949266,0.0004860367,0.0008120396,0.00043545265,0.00039019078,0.00064214424,0.00043235917,0.00072677457,0.00026945295],"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":[0.000019530038,0.00004600394,0.00024200116,0.000046639667,0.00001607616,0.000085385254,0.000024390325,0.9826791,0.008485768,0.004307469,0.00006728973,0.0039803],"study_design_scores_gemma":[0.0000010529968,0.00000551863,0.000036976187,0.0000010931489,0.0000017659588,0.0000039714073,0.0000022481183,0.9993193,0.00036232226,0.00015953244,0.00010499696,0.0000011808322],"about_ca_topic_score_codex":0.005437013,"about_ca_topic_score_gemma":0.0059136194,"teacher_disagreement_score":0.005437013,"about_ca_system_score_codex":0.00045288558,"about_ca_system_score_gemma":0.00070945744,"threshold_uncertainty_score":0.010810733},"labels":[],"label_agreement":null},{"id":"W2895703479","doi":"10.1007/s12289-018-1443-2","title":"A viscoplastic model based on a variable strain rate sensitivity index for superplastic sheet metals","year":2018,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Superplasticity; Materials science; Viscoplasticity; Strain rate; Ultimate tensile strength; Alloy; Strain hardening exponent; Hardening (computing); Metallurgy; Composite material; Softening; Magnesium alloy; Sheet metal; Sensitivity (control systems); Aluminium; Constitutive equation; Structural engineering; Finite element method","score_opus":0.014001080670296706,"score_gpt":0.2723022215255732,"score_spread":0.2583011408552765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895703479","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":[0.13487327,0.0006873775,0.8424112,0.00022344515,0.00015754935,0.00008277711,0.00013336018,0.00048087657,0.020950044],"genre_scores_gemma":[0.953135,0.00045638258,0.035602693,0.000065615975,0.000029915276,0.00006994896,0.000071629,0.00012541213,0.0104433745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989927,0.000025275429,0.000005164196,0.000020091917,0.000037490605,0.000012708193],"domain_scores_gemma":[0.99984646,0.00006509909,0.000026201793,0.000016979717,0.00003483487,0.000010361276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002011142,0.00041012443,0.00057310594,0.0003822265,0.00028187252,0.00062944024,0.0010871222,0.0012371535,0.0017017972],"category_scores_gemma":[0.0005267966,0.00047421036,0.0006651807,0.00039214516,0.0004533756,0.00071311987,0.000399535,0.00068511907,0.00029461284],"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":[0.000014568516,0.0000125742345,0.000101232465,0.000015641128,0.0000058748174,0.000043006075,0.000015946962,0.9897216,0.004481943,0.0033276046,0.00008166015,0.002178379],"study_design_scores_gemma":[0.0000012353878,0.000005097567,0.00003000599,0.0000012927974,0.0000018803188,0.000005070851,0.0000012853206,0.99930835,0.00033507938,0.00018157624,0.00012706783,0.0000020096775],"about_ca_topic_score_codex":0.0063998355,"about_ca_topic_score_gemma":0.0044719577,"teacher_disagreement_score":0.0063998355,"about_ca_system_score_codex":0.00051907846,"about_ca_system_score_gemma":0.0006139945,"threshold_uncertainty_score":0.012725174},"labels":[],"label_agreement":null},{"id":"W2908531425","doi":"10.1007/s12289-018-01463-2","title":"Characterization and modelling the mechanical behaviour of poly(l-lactic acid) for the manufacture of bioresorbable vascular scaffolds by stretch blow moulding","year":2019,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":13,"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":"H2020 Marie Skłodowska-Curie Actions; Agenzia Nazionale per le Nuove Tecnologie, l'Energia e lo Sviluppo Economico Sostenibile; Engineering and Physical Sciences Research Council; China Scholarship Council; European Cooperation in Science and Technology; California Institute of Technology; Queen's University Belfast; Queen's University; European Commission; University of Warwick","keywords":"Materials science; Composite material; Injection moulding; Viscoelasticity; Hardening (computing); Deformation (meteorology); Ductility (Earth science); Creep; Layer (electronics)","score_opus":0.01536747945337844,"score_gpt":0.23010205862885555,"score_spread":0.2147345791754771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908531425","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":[0.960476,0.00037161686,0.03758709,0.000025712845,0.000009753717,0.00006193425,0.00032572227,0.00013973015,0.0010025852],"genre_scores_gemma":[0.97986424,0.0002522531,0.018815884,0.0000054686157,0.0000024113422,0.000082768966,0.00019211775,0.000022145297,0.0007626598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981564,0.000013019765,0.000010746025,0.00002663088,0.000115936826,0.000017989769],"domain_scores_gemma":[0.9997904,0.000081655766,0.000058622478,0.000022893271,0.000035779336,0.000010682821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028784308,0.00023861154,0.00015649066,0.00028434684,0.00011287528,0.00027913667,0.0001996859,0.00035788963,0.00060392777],"category_scores_gemma":[0.00037610347,0.00013806266,0.00018772564,0.00031130156,0.00020322767,0.00019524196,0.000091049595,0.00022240597,0.00015331456],"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":[0.000025421486,0.000019695375,0.0005206509,0.00006241046,0.0000016675863,0.000042211548,0.00003463767,0.014097044,0.98109907,0.000070267386,0.000025088228,0.00400191],"study_design_scores_gemma":[0.0000062267786,0.00026578055,0.007043572,0.000010703379,0.000007871633,0.000076889395,0.00003091548,0.118308045,0.8725642,0.000061240156,0.0016132786,0.000011188466],"about_ca_topic_score_codex":0.0010934715,"about_ca_topic_score_gemma":0.0018564863,"teacher_disagreement_score":0.0010934715,"about_ca_system_score_codex":0.0002350995,"about_ca_system_score_gemma":0.00020599444,"threshold_uncertainty_score":0.002174139},"labels":[],"label_agreement":null},{"id":"W2995140716","doi":"10.1007/s12289-019-01526-y","title":"Investigation of various necking criteria for sheet metal formability analysis using digital image strain data","year":2019,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Necking; Formability; Sheet metal; Digital image correlation; Materials science; Limit (mathematics); Strain (injury); Composite material; Mathematics; Mathematical analysis","score_opus":0.044816651891524104,"score_gpt":0.3267058058158498,"score_spread":0.2818891539243257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995140716","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":[0.9249109,0.00016572436,0.071663864,0.00003071158,0.000012095624,0.000047229274,0.00019824416,0.0003297303,0.0026415873],"genre_scores_gemma":[0.9797763,0.00004957703,0.019477,0.0000050366466,0.0000018343754,0.000014430475,0.00011034813,0.00003682404,0.00052864134],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995327,0.00004222667,0.00004289001,0.000055588025,0.000295356,0.000031175277],"domain_scores_gemma":[0.9980933,0.0007990698,0.0001866687,0.00011624262,0.0007583008,0.00004637617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055505865,0.0003741118,0.00026061173,0.0014599959,0.00021329086,0.00058288337,0.0003400291,0.00045614692,0.0010503217],"category_scores_gemma":[0.002648952,0.00014053343,0.00024734912,0.00078170304,0.00024496953,0.0005014808,0.00017350179,0.00015771152,0.00013009123],"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":[0.000691668,0.0001780139,0.024868498,0.0003235158,0.000027494303,0.0002614355,0.0005208797,0.05585573,0.7427628,0.0017932055,0.00042622344,0.17229044],"study_design_scores_gemma":[0.000017199107,0.00052558415,0.041432206,0.000030040348,0.00005222284,0.00021532197,0.0003268993,0.45961607,0.49608248,0.00029130696,0.0013501846,0.000060607057],"about_ca_topic_score_codex":0.002007631,"about_ca_topic_score_gemma":0.0037333728,"teacher_disagreement_score":0.002007631,"about_ca_system_score_codex":0.0002889495,"about_ca_system_score_gemma":0.0003247679,"threshold_uncertainty_score":0.0039918423},"labels":[],"label_agreement":null},{"id":"W3122369779","doi":"10.1007/s12289-021-01612-0","title":"Mold filling simulation and experimental investigation of metallic feedstock used in low-pressure powder injection molding","year":2021,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Mitacs","keywords":"Metal injection molding; Raw material; Materials science; Mold; Molding (decorative); Metal powder; Metallurgy; Composite material; Metal; Sintering","score_opus":0.01974120844196169,"score_gpt":0.2611000956357182,"score_spread":0.24135888719375648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122369779","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":[0.99487704,0.000049540908,0.0024557728,0.000021281588,0.000008935551,0.000014370787,0.00012360288,0.00006944392,0.0023800363],"genre_scores_gemma":[0.9983891,0.000026829839,0.0011045015,0.0000024402873,7.6581915e-7,0.000006287438,0.000042917,0.000008595278,0.00041855537],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999907,0.000011430129,0.000005616995,0.000020032687,0.000034546894,0.00002129696],"domain_scores_gemma":[0.99966323,0.00019551371,0.00004362505,0.000030072431,0.00005503012,0.000012555915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001714636,0.00028611743,0.00040517634,0.00024831554,0.00033891128,0.00040058166,0.00046628082,0.0006086787,0.0017598573],"category_scores_gemma":[0.00052551745,0.00019610541,0.00036866343,0.00028502566,0.00036347276,0.00037785617,0.00015259568,0.00023350758,0.00014442366],"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":[0.0009016216,0.0004369527,0.009791193,0.0004542207,0.000028640961,0.0007628741,0.00024638386,0.7576883,0.21084538,0.001618497,0.0003745415,0.016851362],"study_design_scores_gemma":[0.00004452627,0.00046234234,0.0049853106,0.000010941769,0.000027229684,0.000057493056,0.00010368161,0.8907962,0.10276844,0.0001591489,0.0005679686,0.00001664603],"about_ca_topic_score_codex":0.0032193337,"about_ca_topic_score_gemma":0.0023347682,"teacher_disagreement_score":0.0032193337,"about_ca_system_score_codex":0.00031303722,"about_ca_system_score_gemma":0.00032346766,"threshold_uncertainty_score":0.006401181},"labels":[],"label_agreement":null},{"id":"W3138255871","doi":"10.1007/s12289-021-01619-7","title":"Study of forming limit diagram (FLD) prediction of anisotropic sheet metals using Gurson model in M-K method","year":2021,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":19,"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; University of Alberta","funders":"","keywords":"Forming limit diagram; Volume fraction; Materials science; Parametric statistics; Anisotropy; Void (composites); Yield (engineering); Alloy; Formability; Metallurgy; Mathematics; Composite material; Statistics; Physics","score_opus":0.0475671030852567,"score_gpt":0.3315465953266512,"score_spread":0.2839794922413945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138255871","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6929025,0.0029840195,0.21264881,0.0009363902,0.00018774925,0.000120231496,0.00039093356,0.0011616691,0.08866763],"genre_scores_gemma":[0.9914555,0.00017458093,0.006153324,0.00003182586,0.000010596278,0.00002016897,0.00004078851,0.00007476257,0.002038316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983525,0.00006647411,0.0000064605597,0.00001922191,0.000050235132,0.000022458014],"domain_scores_gemma":[0.99931943,0.00038531361,0.00007174622,0.0000666615,0.00012563424,0.000031246393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032839793,0.00036844122,0.0005613075,0.0005895933,0.0005447714,0.00063052314,0.0009685853,0.0012491203,0.0018008025],"category_scores_gemma":[0.0016642278,0.0002495024,0.0004822203,0.00046284703,0.00053140987,0.0006414742,0.0003652373,0.00048284003,0.00021678783],"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":[0.00010899405,0.000051748353,0.0029757658,0.00019725454,0.000020499423,0.0006342479,0.00020769025,0.9354195,0.012819933,0.03841605,0.0014212773,0.0077271485],"study_design_scores_gemma":[0.0000033097472,0.000006042695,0.00023971833,0.0000069730645,0.0000022250533,0.000024235409,0.000011800316,0.9978835,0.0006890958,0.0009134576,0.00021636124,0.0000032817425],"about_ca_topic_score_codex":0.007879692,"about_ca_topic_score_gemma":0.004010819,"teacher_disagreement_score":0.007879692,"about_ca_system_score_codex":0.00061100273,"about_ca_system_score_gemma":0.00046810493,"threshold_uncertainty_score":0.015667677},"labels":[],"label_agreement":null},{"id":"W3206204092","doi":"10.1007/s12289-021-01645-5","title":"Fused filament fabrication printing process of polymers highly filled with metallic powder: a significant influence of the nozzle radiation on the substrate temperature","year":2021,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"Association Nationale de la Recherche et de la Technologie","keywords":"Materials science; Nozzle; Substrate (aquarium); Fabrication; Extrusion; Fused filament fabrication; Composite material; Thermocouple; Protein filament; Die (integrated circuit); Deposition (geology); Molding (decorative); Adhesion; Polymer; Nanotechnology; Mechanical engineering","score_opus":0.006669887276908404,"score_gpt":0.21149578875858707,"score_spread":0.20482590148167867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206204092","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":[0.9810682,0.00073050463,0.015285642,0.00005842034,0.000046083842,0.000019194635,0.00012354311,0.00018666378,0.0024817188],"genre_scores_gemma":[0.9909662,0.00023954737,0.007343759,0.000011324307,0.000007854987,0.000010867302,0.00007267825,0.00005486503,0.0012930138],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983895,0.00001065539,0.000010483962,0.00004582295,0.000063667125,0.000030352063],"domain_scores_gemma":[0.9997987,0.00006339489,0.00006375558,0.000035386674,0.000025802901,0.000012954743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015388428,0.00020308491,0.00029869197,0.00012924611,0.00020090626,0.00026473412,0.00026660494,0.00029386944,0.001036453],"category_scores_gemma":[0.00025413386,0.00017672694,0.00034363777,0.00016757203,0.00016381906,0.00028834268,0.00018573881,0.00037917917,0.00023061619],"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":[0.000040708233,0.0000066230327,0.00008324739,0.00003566977,0.000004272063,0.00006636781,0.0000431206,0.00012353252,0.99763596,0.00011174695,0.00003469341,0.0018141376],"study_design_scores_gemma":[0.0000023463467,0.000042393338,0.0009052558,0.0000017219133,0.000004570283,0.00006307866,0.000005247446,0.00057955296,0.9980615,0.000010374854,0.00032106164,0.000002910631],"about_ca_topic_score_codex":0.0002080941,"about_ca_topic_score_gemma":0.00032898108,"teacher_disagreement_score":0.001036453,"about_ca_system_score_codex":0.00016979953,"about_ca_system_score_gemma":0.00013235082,"threshold_uncertainty_score":0.0034673214},"labels":[],"label_agreement":null},{"id":"W4223609914","doi":"10.1007/s12289-022-01679-3","title":"Hybrid twin models of fiber compaction for composite manufacturing based on dual kriging","year":2022,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transfer molding; Materials science; Compaction; Composite material; Composite number; Fiber; Molding (decorative); Mold; Volume fraction","score_opus":0.018185915225172586,"score_gpt":0.25692596138842066,"score_spread":0.23874004616324807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223609914","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":[0.057710055,0.0002841842,0.93876106,0.00007862506,0.000041039086,0.00005390038,0.00010989135,0.00040407517,0.0025572202],"genre_scores_gemma":[0.83012104,0.00031499047,0.16311526,0.00004168807,0.000020292937,0.00016924067,0.00023907673,0.00023419604,0.0057442538],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968326,0.000101688034,0.000022950624,0.00005910918,0.00008834936,0.00004466947],"domain_scores_gemma":[0.9989147,0.00067043136,0.00011134157,0.00009870114,0.00015746786,0.00004737363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008203654,0.00075456494,0.0013445965,0.0006594044,0.00058963127,0.0011928929,0.0017779507,0.001777113,0.0022226276],"category_scores_gemma":[0.002063964,0.0012624273,0.0012507996,0.0010015115,0.0007595218,0.0014080261,0.0008358179,0.0012275962,0.00042706603],"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":[0.000018164188,0.000010624035,0.00011751758,0.000011811325,0.0000074666136,0.000008184055,0.000011809185,0.99654704,0.0003074549,0.00089095655,0.000027354357,0.0020415594],"study_design_scores_gemma":[6.789007e-7,0.0000021900432,0.000013543847,5.9145924e-7,9.087191e-7,8.9533575e-7,8.6826515e-7,0.9997925,0.000056597568,0.00010112062,0.000028914377,0.0000011871626],"about_ca_topic_score_codex":0.020685446,"about_ca_topic_score_gemma":0.02028787,"teacher_disagreement_score":0.020685446,"about_ca_system_score_codex":0.001213963,"about_ca_system_score_gemma":0.0015034769,"threshold_uncertainty_score":0.041130066},"labels":[],"label_agreement":null},{"id":"W4313420843","doi":"10.1007/s12289-022-01735-y","title":"Void closure during open die forging of large size martensitic stainless-steel ingots: an experimental-analytical-numerical study","year":2022,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metallurgy and Material Forming","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":"Cégep de Sorel-Tracy; École de Technologie Supérieure","funders":"","keywords":"Forging; Materials science; Void (composites); Finite element method; Die (integrated circuit); Porosity; Metallurgy; Ellipsoid; Deformation (meteorology); Composite material; Structural engineering; Engineering; Geology","score_opus":0.016866753170275115,"score_gpt":0.3009203855264029,"score_spread":0.28405363235612774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313420843","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":[0.9990331,0.00013542126,0.0005691593,0.0000047207063,0.000008033417,0.000005453195,0.00003222699,0.000022402448,0.00018942247],"genre_scores_gemma":[0.9995421,0.000028332968,0.00019647612,0.0000016231688,0.0000016197698,0.00000219679,0.000023605156,0.000007210035,0.00019685143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981457,0.000012895449,0.000006945257,0.000037104535,0.000076667784,0.00005187132],"domain_scores_gemma":[0.99919456,0.00035999087,0.00014808851,0.000092478964,0.00013973072,0.00006525163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002854292,0.00017617879,0.00044409942,0.00021941254,0.0004619494,0.00032045864,0.0004813993,0.00041066587,0.00096732413],"category_scores_gemma":[0.0007945392,0.00015941152,0.00021369758,0.00017008878,0.0007597911,0.00057727325,0.00022792481,0.00029027485,0.000120299024],"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":[0.0015664442,0.00036283565,0.003986361,0.00021966049,0.000017159504,0.0005839352,0.00063715933,0.0057980195,0.9753356,0.00037659754,0.00020423377,0.010911889],"study_design_scores_gemma":[0.00005131742,0.0021878777,0.045108113,0.000025268606,0.000043300268,0.000395453,0.0006201664,0.03928017,0.9107251,0.00025099152,0.0012646267,0.000047607868],"about_ca_topic_score_codex":0.00081753696,"about_ca_topic_score_gemma":0.0013521996,"teacher_disagreement_score":0.00096732413,"about_ca_system_score_codex":0.00024386263,"about_ca_system_score_gemma":0.00026920388,"threshold_uncertainty_score":0.0032359958},"labels":[],"label_agreement":null},{"id":"W4377028423","doi":"10.1007/s12289-023-01757-0","title":"Characterizing and modelling the coupled in-plane shear-biaxial tension deformation response of unidirectional non-crimp fabrics","year":2023,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Advanced Manufacturing Consortium","keywords":"Materials science; Crimp; Composite material; Simple shear; Shear (geology); Deformation (meteorology); Pure shear; Hyperelastic material; Finite element method; Structural engineering; Engineering","score_opus":0.03377134942582242,"score_gpt":0.29064634182150845,"score_spread":0.256874992395686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377028423","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":[0.9600343,0.0000924738,0.035353005,0.00003789236,0.000012423734,0.000026207355,0.00008926,0.000109336324,0.0042451057],"genre_scores_gemma":[0.9967198,0.00004745784,0.0023005025,0.0000036383358,0.0000013974839,0.000010476283,0.00003110901,0.000009981783,0.00087567023],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991393,0.000014689603,0.0000038376147,0.00001848397,0.000033085096,0.000015950887],"domain_scores_gemma":[0.9998511,0.000067127454,0.000034717094,0.000021621438,0.000016621516,0.000008926569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014591293,0.00038375318,0.00018882751,0.00021390205,0.00014166278,0.00039820565,0.0003232013,0.0004309125,0.00071456475],"category_scores_gemma":[0.00040115148,0.00016995973,0.00023255529,0.00019612187,0.00029822558,0.00031219618,0.00016600634,0.00016959873,0.0001438209],"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":[0.00022632025,0.00017955712,0.005241449,0.00013953508,0.000024328656,0.00028934825,0.00014174894,0.68557876,0.29256538,0.0013908558,0.0001432599,0.014079351],"study_design_scores_gemma":[0.0000037025015,0.00007246426,0.003429426,0.0000031625955,0.0000050021326,0.000052226314,0.00002524156,0.9783718,0.017657002,0.00016253041,0.00021206375,0.0000053868916],"about_ca_topic_score_codex":0.0012932522,"about_ca_topic_score_gemma":0.0015766518,"teacher_disagreement_score":0.0012932522,"about_ca_system_score_codex":0.00023975725,"about_ca_system_score_gemma":0.00020451665,"threshold_uncertainty_score":0.002571404},"labels":[],"label_agreement":null},{"id":"W4386559834","doi":"10.1007/s12289-023-01782-z","title":"Heterogeneities induced by uniaxial compression and resulting errors in material behavior assessment","year":2023,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","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":"Université Laval; École de Technologie Supérieure","funders":"","keywords":"Viscoplasticity; Materials science; Strain rate; Strain hardening exponent; Hardening (computing); Strain (injury); Deformation (meteorology); Composite material; Displacement (psychology); Mechanics; Compression (physics); Forensic engineering; Constitutive equation; Thermodynamics; Finite element method; Physics","score_opus":0.036151059675761536,"score_gpt":0.3554016808575533,"score_spread":0.31925062118179176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386559834","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":[0.9137968,0.00025014507,0.0798169,0.00006296571,0.000040201434,0.000059333062,0.0001947565,0.0004546476,0.005324192],"genre_scores_gemma":[0.99361706,0.00004053384,0.005335146,0.000008298603,0.0000022036847,0.000013848778,0.00008552771,0.00006325928,0.0008341001],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990239,0.00011391107,0.000056187528,0.00014144105,0.0005828374,0.000081696104],"domain_scores_gemma":[0.9975865,0.001067728,0.00033428232,0.0004320348,0.00051986263,0.000059635557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111052,0.00039502594,0.00025203408,0.00097192236,0.00043828806,0.0005532124,0.00046980515,0.00044168555,0.0018283388],"category_scores_gemma":[0.00417849,0.00027162943,0.00012061432,0.0009523732,0.000507879,0.0006202795,0.00051423337,0.00032444825,0.00016697058],"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":[0.0014344234,0.00031538346,0.06412001,0.00028551245,0.00007501351,0.0009488544,0.0009202306,0.2275477,0.6026184,0.0062800646,0.00075436453,0.0947001],"study_design_scores_gemma":[0.0000122430165,0.00018725688,0.05892415,0.00002318018,0.000054628326,0.00036442146,0.00023819238,0.3751902,0.56237704,0.0011503553,0.0014420766,0.00003621337],"about_ca_topic_score_codex":0.0020904348,"about_ca_topic_score_gemma":0.005003462,"teacher_disagreement_score":0.0020904348,"about_ca_system_score_codex":0.0006551435,"about_ca_system_score_gemma":0.0005620948,"threshold_uncertainty_score":0.00611639},"labels":[],"label_agreement":null},{"id":"W4393948276","doi":"10.1007/s12289-024-01826-y","title":"Simulation and automation of aluminum panel shot peen forming","year":2024,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CTT Group (Canada); Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peening; Shot peening; Shot (pellet); Automation; Workflow; Materials science; Structural engineering; Computer science; Mechanical engineering; Engineering; Metallurgy","score_opus":0.029109065981530236,"score_gpt":0.31235980754920123,"score_spread":0.283250741567671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393948276","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":[0.7803709,0.00016847474,0.19181259,0.00019238474,0.00008498509,0.000148988,0.00041795062,0.0038138654,0.02298974],"genre_scores_gemma":[0.9809707,0.00003447552,0.017309934,0.000016582097,0.0000030507972,0.000030376994,0.00011796291,0.00005994666,0.0014570109],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997725,0.00006185967,0.000008929034,0.000038662318,0.00006957505,0.000048482216],"domain_scores_gemma":[0.9994067,0.0003554401,0.00003566125,0.000072668234,0.00009041646,0.000039207218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030358494,0.00045805064,0.00054203277,0.00033348566,0.0004423747,0.0006725669,0.0009435536,0.00088258536,0.0044953083],"category_scores_gemma":[0.00095282384,0.00035654212,0.00041221143,0.00025754585,0.00043125355,0.00040149843,0.00049847935,0.00043658714,0.00030350796],"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":[0.00008816014,0.000059172336,0.0010521271,0.000027746666,0.000008900062,0.000059666923,0.000046692094,0.9878065,0.0026880773,0.00084739405,0.00018481069,0.00713073],"study_design_scores_gemma":[0.000006865898,0.00002207475,0.0001533648,0.0000010392848,0.0000018230888,0.0000058282676,0.000009726864,0.99825436,0.0011723958,0.00015746779,0.00021304883,0.0000019306572],"about_ca_topic_score_codex":0.012728412,"about_ca_topic_score_gemma":0.007497377,"teacher_disagreement_score":0.012728412,"about_ca_system_score_codex":0.00046341828,"about_ca_system_score_gemma":0.00095397566,"threshold_uncertainty_score":0.025308669},"labels":[],"label_agreement":null},{"id":"W4399773646","doi":"10.1007/s12289-024-01840-0","title":"Numerical simulation and experimental validation of microstructure evolution during the upsetting process of a large size martensitic stainless steel forging","year":2024,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de Sorel-Tracy; École de Technologie Supérieure","funders":"Mitacs","keywords":"Forging; Microstructure; Materials science; Volume fraction; Metallurgy; Deformation (meteorology); Finite element method; Martensite; Strain rate; Martensitic stainless steel; Composite material; Structural engineering; Engineering","score_opus":0.004569887027164499,"score_gpt":0.2640003909165516,"score_spread":0.2594305038893871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399773646","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":[0.9942391,0.00002835819,0.00471971,0.000011675897,0.0000058539244,0.000023317913,0.00009301405,0.0000923087,0.00078680436],"genre_scores_gemma":[0.9976295,0.000012181636,0.0021076996,0.0000019837425,6.7685534e-7,0.0000102607055,0.000038625607,0.0000046818873,0.00019436565],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986017,0.00002328435,0.000009500069,0.000023875105,0.00005792366,0.000025249361],"domain_scores_gemma":[0.99942005,0.00025850374,0.00007527775,0.00010732993,0.00010622548,0.000032564647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004174857,0.00028784855,0.00036644714,0.00031664243,0.0002714262,0.0002190808,0.00043317664,0.00058213685,0.0010740699],"category_scores_gemma":[0.00082323316,0.00018265114,0.00027997143,0.00024702976,0.00045835724,0.00020257861,0.00019910338,0.0002082362,0.00007818742],"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":[0.00032260883,0.00036216874,0.008415718,0.00013415492,0.000027349535,0.00032053143,0.00026968218,0.81305563,0.16653155,0.00056503207,0.000158718,0.0098369075],"study_design_scores_gemma":[0.000031487238,0.0005214868,0.0074983975,0.0000071805002,0.000011893516,0.0000483244,0.000044917135,0.9390436,0.05242105,0.00010199268,0.00025535072,0.000014345949],"about_ca_topic_score_codex":0.0027506917,"about_ca_topic_score_gemma":0.0025808536,"teacher_disagreement_score":0.0027506917,"about_ca_system_score_codex":0.00038988268,"about_ca_system_score_gemma":0.0002769983,"threshold_uncertainty_score":0.005469382},"labels":[],"label_agreement":null},{"id":"W4403466125","doi":"10.1007/s12289-024-01856-6","title":"UNIMAT: An enhanced forming simulation model of prepreg woven fabrics, with application to process optimization for wrinkle mitigation","year":2024,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wrinkle; Woven fabric; Materials science; Forming processes; Process (computing); Composite material; Computer science","score_opus":0.021892467748039456,"score_gpt":0.341778802032284,"score_spread":0.31988633428424457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403466125","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":[0.39010185,0.0007600047,0.5328454,0.0005048124,0.00037691265,0.00042240968,0.0041900435,0.006621237,0.06417734],"genre_scores_gemma":[0.85732013,0.0005388787,0.12210664,0.00012501335,0.000046095134,0.00047853918,0.0019200165,0.00093857077,0.016526083],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998777,0.000021945254,0.000006462048,0.000019417183,0.000049230504,0.00002522256],"domain_scores_gemma":[0.99959725,0.00018538687,0.00004639213,0.000048186663,0.0000904947,0.000032384396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033877752,0.0009920459,0.0010169555,0.00044287994,0.0005797131,0.0010361914,0.0017287486,0.0016657615,0.008301744],"category_scores_gemma":[0.0009796643,0.0006444661,0.0009848727,0.00045054188,0.0003600092,0.00064046803,0.0005677698,0.0008172951,0.0008306476],"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":[0.00003901049,0.00004785275,0.00038772504,0.00005348088,0.000013826667,0.00005206806,0.000023622211,0.9920345,0.0023949537,0.0016190909,0.00045287996,0.0028809858],"study_design_scores_gemma":[0.000008213526,0.000014186206,0.0000735978,0.0000026640555,0.0000037625177,0.000008327521,0.0000046247683,0.99825066,0.0007429302,0.00017185237,0.0007154952,0.0000036236372],"about_ca_topic_score_codex":0.011031925,"about_ca_topic_score_gemma":0.010647376,"teacher_disagreement_score":0.011031925,"about_ca_system_score_codex":0.0006071184,"about_ca_system_score_gemma":0.001400439,"threshold_uncertainty_score":0.027772069},"labels":[],"label_agreement":null},{"id":"W4404699624","doi":"10.1007/s12289-024-01865-5","title":"Numerical and experimental study of the consolidation of continuous carbon fiber thermoplastics made by robotic 3D printing","year":2024,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of New Brunswick; Canada Research Chairs; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Materials science; Consolidation (business); Composite material; 3D printing","score_opus":0.008150618025791563,"score_gpt":0.23790036116666677,"score_spread":0.2297497431408752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404699624","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":[0.9920433,0.00016599706,0.0033897907,0.000039386756,0.00002147962,0.000018967956,0.00015860243,0.00009698455,0.0040654824],"genre_scores_gemma":[0.9973568,0.000047642403,0.0020590483,0.0000034500752,0.0000030769475,0.000009106761,0.00004567429,0.000007483556,0.00046790074],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983084,0.0000135794035,0.000012561794,0.000030633248,0.00008489743,0.000027589193],"domain_scores_gemma":[0.9993856,0.000327029,0.000096013755,0.000062872736,0.0000977813,0.000030619318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002625628,0.00027683962,0.00043962078,0.00049708126,0.00047358903,0.0004791572,0.0005501319,0.00073939963,0.002406295],"category_scores_gemma":[0.0007429481,0.00023624705,0.0004356619,0.0005785223,0.0006935261,0.00041230497,0.00023070966,0.00038724474,0.00015689332],"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":[0.0005030661,0.0005955303,0.009182994,0.00036288562,0.00004835478,0.0005198332,0.0002448622,0.6963183,0.26672497,0.0031625705,0.0004504968,0.021886023],"study_design_scores_gemma":[0.00003670133,0.00036166096,0.0094679035,0.0000097082975,0.000025022595,0.00009698937,0.00010857634,0.924077,0.06492804,0.0002519391,0.00060166186,0.00003483605],"about_ca_topic_score_codex":0.0029397474,"about_ca_topic_score_gemma":0.0028741497,"teacher_disagreement_score":0.0029397474,"about_ca_system_score_codex":0.00043860715,"about_ca_system_score_gemma":0.00045844683,"threshold_uncertainty_score":0.008049846},"labels":[],"label_agreement":null},{"id":"W4407970863","doi":"10.1007/s12289-025-01883-x","title":"Enhancement of upsetting technology for minimizing internal defects in heavy ingot casting: simulation, optimization, and experimental validation","year":2025,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","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":"Queen's University","funders":"","keywords":"Ingot; Casting; Materials science; Computational intelligence; Mechanical engineering; Metallurgy; Computer science; Engineering; Artificial intelligence","score_opus":0.011214053273358287,"score_gpt":0.3033313078546224,"score_spread":0.29211725458126414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407970863","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":[0.969344,0.00034040623,0.025069755,0.000060799102,0.000028178969,0.000059640883,0.00012111923,0.00024657734,0.00472958],"genre_scores_gemma":[0.9905928,0.00012509216,0.008643288,0.00000501432,0.000002022916,0.0000126609275,0.0000413816,0.000023509077,0.0005543179],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987614,0.000015059892,0.0000041658673,0.0000130869685,0.00006823401,0.000023376746],"domain_scores_gemma":[0.99956864,0.00018249043,0.00008229992,0.00005035117,0.000099506295,0.000016666958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031427582,0.00040639678,0.00045420614,0.00028939915,0.00024095856,0.00043590454,0.0004956016,0.0004178462,0.0009766406],"category_scores_gemma":[0.00063512893,0.00021098503,0.0003622793,0.000270123,0.0002698458,0.00029365183,0.0001845986,0.00028741034,0.000116013565],"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":[0.00032900542,0.00037769703,0.0046982123,0.0003258302,0.000025489422,0.00012652478,0.0001067895,0.79434806,0.17404039,0.0013785852,0.00040418218,0.023839202],"study_design_scores_gemma":[0.0000383116,0.00057237863,0.0024018702,0.000012075622,0.000031654235,0.00003772706,0.00003817177,0.87025136,0.12577195,0.00015465099,0.0006770872,0.000012740966],"about_ca_topic_score_codex":0.0031142193,"about_ca_topic_score_gemma":0.004207539,"teacher_disagreement_score":0.0031142193,"about_ca_system_score_codex":0.00044467082,"about_ca_system_score_gemma":0.0006545116,"threshold_uncertainty_score":0.0061922073},"labels":[],"label_agreement":null},{"id":"W4410602531","doi":"10.1007/s12289-025-01908-5","title":"Characterization and assessment of anisotropic constitutive models using the flat punch hole expansion test","year":2025,"lang":"en","type":"article","venue":"International Journal of Material Forming","topic":"Metal Forming Simulation Techniques","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":"University of Waterloo","funders":"","keywords":"Anisotropy; Characterization (materials science); Constitutive equation; Materials science; Structural engineering; Engineering; Finite element method; Physics; Optics; Nanotechnology","score_opus":0.019588116186534048,"score_gpt":0.3032302785015748,"score_spread":0.28364216231504075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410602531","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":[0.8778307,0.00014185102,0.11468873,0.000079282385,0.000029112754,0.00008934359,0.00036321758,0.0005409041,0.0062368936],"genre_scores_gemma":[0.9873279,0.00008353554,0.011701941,0.000012316663,0.0000022617617,0.000025661246,0.00015117635,0.000038372495,0.0006570256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995585,0.00006741417,0.000020270283,0.00004460566,0.0002750877,0.0000340201],"domain_scores_gemma":[0.99865603,0.0005572042,0.00018009693,0.0002759471,0.00027999262,0.000050643113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007378609,0.00045168074,0.00027632542,0.0007180585,0.00020787795,0.0006018503,0.0006342376,0.00081677816,0.0010417358],"category_scores_gemma":[0.0019879597,0.00027883583,0.00029602597,0.0005150351,0.00051473157,0.00059172243,0.00026640217,0.00030032473,0.0002486043],"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":[0.0005722664,0.0006351573,0.0130868405,0.0001997144,0.00004378311,0.0006641889,0.000346258,0.4802398,0.43710083,0.0053340737,0.0011978506,0.06057918],"study_design_scores_gemma":[0.000016287808,0.0002364127,0.0070109465,0.000011575302,0.000020143336,0.00022829299,0.00007828914,0.93225485,0.058776196,0.0003483091,0.0009874944,0.000031212447],"about_ca_topic_score_codex":0.0016450775,"about_ca_topic_score_gemma":0.0027481108,"teacher_disagreement_score":0.0016450775,"about_ca_system_score_codex":0.00021461726,"about_ca_system_score_gemma":0.00042873225,"threshold_uncertainty_score":0.0039022565},"labels":[],"label_agreement":null}]}