{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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","author_layer_release":"2026-06-26"},"query_hash":"c0ca1f223717","filters":{"venue":"The Proceedings of the JSME Materials and Processing Conference (M&P)"}},"results":[{"id":"W372770416","doi":"10.1299/jsmeintmp.10.2.202","title":"530 The forming characteristics in Micro-Forging with Ultrasound Vibration","year":2002,"lang":"en","type":"article","venue":"The Proceedings of the JSME Materials and Processing Conference (M&P)","topic":"Metallurgy and Material Forming","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":"SKiN Health","funders":"","keywords":"Forging; Materials science; Lubrication; Vibration; Deformation (meteorology); Metallurgy; Flow stress; Die (integrated circuit); Mechanical engineering; Composite material; Acoustics; Engineering; Alloy","authors":[{"name":"Mitsugu MOTOMURA","is_ca":false},{"name":"Kengo Saitoh","is_ca":false},{"name":"Ryota Kimura","is_ca":true},{"name":"Ayumu Kuroshima","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01428648677099623,"gpt":0.1858465934408238,"spread":0.1715601066698275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000257078,0.0001198891,0.0001791034,0.0002598902,0.0001941456,0.0002311234,0.0001693673,0.000275896,0.001433725],"category_scores_gemma":[0.0009121113,0.0001462329,0.0001415108,0.0001734843,0.0002954877,0.0003663614,0.0001136569,0.0001327767,0.000257775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722562,"about_ca_system_score_gemma":0.0001010644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005335179,"about_ca_topic_score_gemma":0.0004992615,"domain_scores_codex":[0.9997562,0.00002176911,0.000009080187,0.00002816184,0.000149587,0.00003526019],"domain_scores_gemma":[0.9993958,0.0002238541,0.0001094062,0.00005236531,0.000177335,0.00004133278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002521663,0.00002535607,0.003410824,0.00005683666,0.000006546081,0.0002352188,0.0003851299,0.001135727,0.9799464,0.0003574235,0.000177365,0.01401086],"study_design_scores_gemma":[0.00001754666,0.0007839133,0.02853679,0.0000105117,0.00003113484,0.001084619,0.0001958511,0.01363098,0.9528469,0.000198182,0.002635296,0.00002825531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928973,0.0003654898,0.004896399,0.00003785181,0.00001309654,0.00001294897,0.00001970498,0.00008502131,0.001672227],"genre_scores_gemma":[0.998204,0.00005275441,0.001022562,0.000005629756,0.000002283815,0.000002749157,0.00001955452,0.00001299114,0.0006774922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001433725,"threshold_uncertainty_score":0.004796326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W416940836","doi":"10.1299/jsmeintmp.10.1.366","title":"115 Modeling of Smart Composite Materials with a Regular Array of Embedded Actuators and Reinforcements","year":2002,"lang":"en","type":"article","venue":"The Proceedings of the JSME Materials and Processing Conference (M&P)","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Actuator; Homogenization (climate); Piezoelectricity; Asymptotic homogenization; Smart material; Composite number; Materials science; Anisotropy; Thermal expansion; Piezoelectric sensor; Mechanical engineering; Computer science; Composite material; Engineering; Physics","authors":[{"name":"Alexander L. Kalamkarov","is_ca":true},{"name":"A.V. Georgiades","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02743355355126913,"gpt":0.2207197797784796,"spread":0.1932862262272105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960725,0.0002959853,0.0003244269,0.0004068028,0.0001882917,0.0004539677,0.0004817724,0.0007857408,0.0009356907],"category_scores_gemma":[0.0003399312,0.000245627,0.0003706552,0.0002118381,0.000703079,0.0006423842,0.0003421576,0.0002478302,0.0003459248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979417,"about_ca_system_score_gemma":0.0003447705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009503066,"about_ca_topic_score_gemma":0.0007965606,"domain_scores_codex":[0.9999067,0.00002663635,0.000004133689,0.00001744328,0.00003336859,0.00001169044],"domain_scores_gemma":[0.9999171,0.00002492558,0.00002052057,0.00001372913,0.00001707641,0.000006659202],"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":[0.00001846844,0.00002566368,0.0003082414,0.0000355117,0.000007980913,0.0001321544,0.00003481043,0.9464389,0.02000159,0.02787903,0.0002138756,0.0049037],"study_design_scores_gemma":[0.000001911995,0.00001144453,0.0001091899,0.000001708847,0.000001693041,0.00002730291,0.000007131938,0.9938203,0.0008529499,0.004595182,0.000569023,0.000002251854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1617111,0.0004140355,0.8193312,0.0001984258,0.00003715432,0.00004115481,0.00009939277,0.000403798,0.01776372],"genre_scores_gemma":[0.8954506,0.0004775783,0.0910554,0.00005240249,0.00003240386,0.0001221249,0.0001178216,0.00008565464,0.01260608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009503066,"threshold_uncertainty_score":0.003130257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}