{"meta":{"query_hash":"c0ca1f223717","filters":{"venue":"The Proceedings of the JSME Materials and Processing Conference (M&P)"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/c0ca1f223717","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Proceedings+of+the+JSME+Materials+and+Processing+Conference+%28M%26P%29"},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01428648677099623,"score_gpt":0.18584659344082377,"score_spread":0.17156010666982754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W372770416","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":[0.9928973,0.00036548977,0.004896399,0.00003785181,0.000013096539,0.000012948973,0.000019704983,0.00008502131,0.001672227],"genre_scores_gemma":[0.998204,0.000052754414,0.0010225623,0.0000056297563,0.0000022838153,0.0000027491567,0.000019554518,0.000012991144,0.0006774922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975616,0.00002176911,0.000009080187,0.000028161841,0.00014958702,0.000035260193],"domain_scores_gemma":[0.99939585,0.0002238541,0.00010940618,0.00005236531,0.000177335,0.00004133278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000257078,0.00011988905,0.00017910344,0.00025989016,0.00019414558,0.00023112335,0.00016936731,0.00027589605,0.0014337252],"category_scores_gemma":[0.0009121113,0.00014623287,0.00014151075,0.00017348425,0.00029548767,0.0003663614,0.00011365692,0.00013277668,0.00025777504],"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":[0.00025216627,0.000025356072,0.0034108239,0.000056836656,0.000006546081,0.00023521883,0.00038512988,0.0011357266,0.97994643,0.0003574235,0.00017736499,0.014010856],"study_design_scores_gemma":[0.000017546661,0.0007839133,0.028536785,0.0000105117,0.000031134838,0.001084619,0.0001958511,0.013630975,0.95284694,0.00019818202,0.0026352962,0.000028255308],"about_ca_topic_score_codex":0.00053351786,"about_ca_topic_score_gemma":0.00049926154,"teacher_disagreement_score":0.0014337252,"about_ca_system_score_codex":0.00017225624,"about_ca_system_score_gemma":0.00010106438,"threshold_uncertainty_score":0.004796326},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02743355355126913,"score_gpt":0.22071977977847962,"score_spread":0.19328622622721048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W416940836","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":[0.16171111,0.00041403546,0.8193312,0.00019842577,0.000037154325,0.000041154806,0.00009939277,0.000403798,0.017763717],"genre_scores_gemma":[0.8954506,0.00047757835,0.0910554,0.000052402494,0.000032403856,0.00012212493,0.00011782165,0.00008565464,0.012606084],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990666,0.000026636353,0.000004133689,0.000017443275,0.00003336859,0.000011690441],"domain_scores_gemma":[0.99991715,0.000024925579,0.000020520572,0.000013729133,0.000017076407,0.0000066592024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960725,0.00029598532,0.00032442692,0.00040680284,0.00018829173,0.00045396766,0.00048177235,0.0007857408,0.0009356907],"category_scores_gemma":[0.0003399312,0.00024562696,0.0003706552,0.0002118381,0.00070307904,0.0006423842,0.00034215755,0.0002478302,0.0003459248],"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":[0.000018468436,0.000025663685,0.00030824143,0.000035511697,0.000007980913,0.00013215441,0.000034810433,0.9464389,0.02000159,0.02787903,0.00021387557,0.0049036997],"study_design_scores_gemma":[0.000001911995,0.000011444532,0.00010918986,0.0000017088468,0.0000016930408,0.000027302907,0.000007131938,0.99382025,0.0008529499,0.0045951824,0.000569023,0.000002251854],"about_ca_topic_score_codex":0.0009503066,"about_ca_topic_score_gemma":0.0007965606,"teacher_disagreement_score":0.0009503066,"about_ca_system_score_codex":0.0002979417,"about_ca_system_score_gemma":0.00034477052,"threshold_uncertainty_score":0.0031302571},"labels":[],"label_agreement":null}]}