{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"423efcc97b83","filters":{"venue":"Proceedings of the Optimization Symposium"}},"results":[{"id":"W2742651759","doi":"10.1299/jsmeopt.2012.10.0__1107-1_","title":"1107 Control of the vibration mode by Differential Evolution","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Optimization Symposium","topic":"Advanced Measurement and Metrology Techniques","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":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Modal; Vibration; Differential (mechanical device); Continuation; Differential evolution; Mode (computer interface); Mathematical optimization; Computer science; Finite element method; Point (geometry); Node (physics); Control theory (sociology); Mathematics; Control (management); Algorithm; Engineering; Geometry; Structural engineering; Physics; Artificial intelligence; Acoustics","authors":[{"name":"Toshikio Kuramitsu","is_ca":true},{"name":"Shinichi Ishizuka","is_ca":true},{"name":"Akimitsu Hanzawa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004519606877022305,"gpt":0.1908981845455847,"spread":0.1863785776685624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093526,0.00009323635,0.0001189372,0.00003882045,0.00005648207,0.000006737251,0.0001757205,0.00007750588,0.000008730461],"category_scores_gemma":[0.00003134766,0.00006155987,0.00006194214,0.0001578328,0.00004980179,0.0003227568,0.00002719855,0.00007765785,2.623732e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005454829,"about_ca_system_score_gemma":0.000004989278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000166756,"about_ca_topic_score_gemma":1.256073e-7,"domain_scores_codex":[0.9994084,0.000006822472,0.0002057223,0.00006414431,0.0001776843,0.0001371907],"domain_scores_gemma":[0.999598,0.000007758591,0.0001504984,0.00007590199,0.0001457235,0.00002215651],"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":[0.0000172782,0.0000318601,0.01160698,0.00004054552,0.00002308503,4.630836e-10,0.0001196378,0.09581167,0.8896883,0.001920263,0.0007174166,0.00002296169],"study_design_scores_gemma":[0.000374283,0.00001830209,0.001100057,0.0000324564,0.00007723903,6.967034e-7,0.00002429475,0.2023479,0.7956328,0.0001592374,0.0001433374,0.00008942115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07871871,0.0001870044,0.9167913,0.0002494889,0.0004902275,0.0004789117,0.00001326927,0.0001496606,0.002921443],"genre_scores_gemma":[0.9968905,0.0000318458,0.002881218,0.00001945331,0.0000577346,0.00002762524,0.000002302568,0.00001677576,0.00007256835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9181718,"threshold_uncertainty_score":0.2510339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}