{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"48dbb630c435","filters":{"venue":"FME Transaction"}},"results":[{"id":"W2596748332","doi":"","title":"Testing of calibration models in order to certify the overall reliability of the trisonic blowdown wind tunnel of VTI","year":2010,"lang":"en","type":"article","venue":"FME Transaction","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wind tunnel; Aerodynamics; Boiler blowdown; Calibration; Reliability (semiconductor); Hypersonic wind tunnel; Missile; Engineering; Marine engineering; Meteorology; Environmental science; Aerospace engineering; Mechanical engineering; Inlet; Geography; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01305409563285054,"gpt":0.207925513528821,"spread":0.1948714178959705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001493295,0.00006054489,0.0001141918,0.00004321839,0.00001855921,0.00000227383,0.0001010611,0.0001096828,0.00002215611],"category_scores_gemma":[0.00009708585,0.00004187124,0.0000291717,0.0004704917,0.00003565278,0.0001183462,0.00000400509,0.0002121849,4.944995e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001688612,"about_ca_system_score_gemma":0.00002785343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002572254,"about_ca_topic_score_gemma":0.0004089682,"domain_scores_codex":[0.9994744,0.00001870962,0.0002539921,0.0000766036,0.00009610058,0.00008020606],"domain_scores_gemma":[0.9995709,0.00005835503,0.00005839046,0.0002203238,0.00007992094,0.00001211963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001307544,0.00002978312,0.003269548,0.00004668338,0.000004922489,2.12555e-8,0.0006523395,0.5943251,0.3992355,0.0001625259,0.00001605057,0.002244548],"study_design_scores_gemma":[0.0004349686,0.00006256922,0.09815355,0.0000456366,0.00002265492,9.490617e-7,0.0001280103,0.5098094,0.3892098,0.00197824,0.00005864102,0.00009557034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588145,0.000009077817,0.04020466,0.0004998074,0.0001007145,0.000204346,0.000006357619,0.00003593238,0.0001245902],"genre_scores_gemma":[0.9992391,0.000003514937,0.0007057308,0.00001135398,0.000007821387,0.000006851823,8.250306e-7,0.000008572997,0.00001623072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.094884,"threshold_uncertainty_score":0.170746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387437758","doi":"10.5937/fme2302183s","title":"Differences in Kaizen implementation between countries and industry types in multinational supply chain","year":2023,"lang":"en","type":"article","venue":"FME Transaction","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Bombardier (Canada); Sheridan College","funders":"Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja","keywords":"Kaizen; Multinational corporation; Business; Supply chain; Supply chain management; Operations management; Descriptive statistics; Industrial organization; Marketing; Engineering; Statistics; Mathematics; Lean manufacturing","retraction":null,"screen_n_in":null,"score":{"opus":0.03534167661064058,"gpt":0.2823961143008936,"spread":0.247054437690253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070637,0.00009301551,0.0001252359,0.000476603,0.00007439148,0.0001113523,0.00006152283,0.00008640587,0.0003581654],"category_scores_gemma":[0.000009875271,0.00009581471,0.00001649386,0.0004891179,0.00002822638,0.0007242998,0.000015458,0.0001552855,0.00006347309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003385537,"about_ca_system_score_gemma":0.000009053813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171717,"about_ca_topic_score_gemma":0.003604247,"domain_scores_codex":[0.9991983,0.00002164503,0.000230607,0.0001775219,0.0001949637,0.0001770286],"domain_scores_gemma":[0.9998083,0.00005974305,0.00005421544,0.00004939075,0.00002182318,0.000006506222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002623408,0.00002290119,0.9780532,0.000152319,0.00001235344,0.000003901626,0.000471305,0.0001208776,0.00002503544,0.004204529,0.0002748868,0.01663242],"study_design_scores_gemma":[0.0007406345,0.000006717804,0.9880355,0.00003109024,0.0000127598,1.000509e-7,0.001630345,0.002796235,0.00002806944,0.002744271,0.003860963,0.0001133431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945117,0.00001189711,0.000500944,0.00417418,0.00009972233,0.0002536055,0.00001330828,0.00006718977,0.0003675046],"genre_scores_gemma":[0.9991956,0.0000216878,0.00002069243,0.0002368779,0.0001555532,0.00004491053,0.0001576986,0.000007866843,0.0001590844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01651908,"threshold_uncertainty_score":0.392166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400904513","doi":"10.5937/fme2403371z","title":"Elastic-plastic stress analysis of shrink-fitted thick FGM cylinders","year":2024,"lang":"en","type":"article","venue":"FME Transaction","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"von Mises yield criterion; Materials science; Plasticity; Plane stress; Composite material; Levy–Mises equations; Elasticity (physics); Elastic modulus; Stress (linguistics); Rotational symmetry; Yield (engineering); Mechanics; Cylinder; Structural engineering; Finite element method; Stress intensity factor; Mathematics; Geometry; Fracture mechanics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.00460607862958186,"gpt":0.2033075584898614,"spread":0.1987014798602795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004660963,0.0001231816,0.0002209165,0.0005796153,0.00003019096,0.00004331415,0.0000594454,0.00008450744,0.000525644],"category_scores_gemma":[0.000003592537,0.0001176003,0.0002073204,0.001418428,0.0000151024,0.0001307688,0.000001626519,0.000145036,0.000009863105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005453944,"about_ca_system_score_gemma":0.000008699125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004065315,"about_ca_topic_score_gemma":0.0002661414,"domain_scores_codex":[0.9992882,0.00001578139,0.0002437886,0.0001617942,0.0001717887,0.0001186753],"domain_scores_gemma":[0.9996876,0.00008867734,0.00001927339,0.0001288156,0.00003783799,0.00003785707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000984063,0.000008184026,0.0001889526,0.0001099012,0.001587313,0.000002117868,0.0003352622,0.9887316,0.004865893,0.00007188312,0.00002077234,0.004068241],"study_design_scores_gemma":[0.00007944213,0.00001634249,0.01014354,0.00003673308,0.002795239,8.347385e-7,0.00004153586,0.9829211,0.003689151,0.00002200532,0.0001391983,0.0001148793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1313967,0.0003092695,0.8667479,0.00001809749,0.0004621871,0.00004992345,0.00003873153,0.0002379839,0.0007391897],"genre_scores_gemma":[0.9993279,0.00009741689,0.0003469711,0.000003360443,0.00004568678,0.000003244369,0.0001157867,0.0000195971,0.00004001571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8679312,"threshold_uncertainty_score":0.5755433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415915955","doi":"10.5937/fme2504558p","title":"Influence of sample speed and impact angle on the wear of boride coatings in the mass of free abrasive particles","year":2025,"lang":"en","type":"article","venue":"FME Transaction","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Abrasive; Boride; Composite number; High-speed steel; Sample (material); Particle (ecology); Particle size; Response surface methodology","retraction":null,"screen_n_in":null,"score":{"opus":0.01103553474770853,"gpt":0.2562095240023191,"spread":0.2451739892546106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002819757,0.00005083683,0.00008514228,0.00002338907,0.00003644041,0.000004485232,0.0001231879,0.0000209077,0.0001026393],"category_scores_gemma":[0.0001088337,0.00002925965,0.0000277342,0.0002162156,0.0001402744,0.00006937583,0.000008178932,0.00007804486,0.000001044086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001672449,"about_ca_system_score_gemma":0.000006115592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489427,"about_ca_topic_score_gemma":0.0003733523,"domain_scores_codex":[0.9994797,0.0000728046,0.0001531723,0.00007987074,0.0001431464,0.00007128736],"domain_scores_gemma":[0.9993833,0.0003877876,0.00007731252,0.0001344939,0.000006215255,0.00001090948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006274544,0.000047925,0.2237522,0.00001472748,0.000004455527,1.945903e-7,0.002423329,0.01552295,0.7567431,0.0002361963,0.0000382049,0.00115398],"study_design_scores_gemma":[0.0002199589,0.00008915279,0.6796794,0.00004998376,0.0000081513,2.416631e-7,0.000915652,0.0007613107,0.3168952,0.001343991,0.0000113159,0.00002558875],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983781,0.000008734381,0.0006887534,0.0003696661,0.00000890715,0.0001208963,0.00001901793,0.000003041331,0.0004028856],"genre_scores_gemma":[0.9997922,0.00001181606,0.00008554793,0.0000969216,0.000001549523,0.000002272094,5.118503e-7,0.000002079037,0.000007143309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4559272,"threshold_uncertainty_score":0.3763285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}