{"id":"W4385848035","doi":"","title":"METHOD FOR MONITORING AN ELECTROMAGNETIC ACTUATOR TYPE APPARATUS","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Actuator; Type (biology); Computer science; Control engineering; Engineering; Artificial intelligence; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003131946,0.0006547406,0.0005349019,0.0009025821,0.0003276209,0.000443619,0.0009526355,0.001105801,0.003433917],"category_scores_gemma":[0.0006585389,0.0002476094,0.000213588,0.0004136086,0.0003669737,0.0005274829,0.0005458549,0.0006150503,0.0009487085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364817,"about_ca_system_score_gemma":0.0002479701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002887873,"about_ca_topic_score_gemma":0.0003722093,"domain_scores_codex":[0.9994714,0.00008976922,0.00001549931,0.0001644898,0.0002340117,0.00002490924],"domain_scores_gemma":[0.9995853,0.0001534261,0.00004713247,0.00008164937,0.0001014809,0.00003091035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003059921,0.00005013892,0.001570831,0.000345551,0.00003626453,0.0001588559,0.00009081289,0.001324705,0.842748,0.003058576,0.0008903394,0.1494199],"study_design_scores_gemma":[0.0001333328,0.00101499,0.01263012,0.00008651823,0.000155164,0.0036749,0.000147645,0.1682262,0.777961,0.006818091,0.0290117,0.0001405025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03695929,0.0009899657,0.9551571,0.0001467122,0.0002273953,0.0001357619,0.000203673,0.001499187,0.004680847],"genre_scores_gemma":[0.6074995,0.0006568563,0.3792605,0.0001670374,0.0001184607,0.000182304,0.0001517247,0.0001092806,0.01185431],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003433917,"threshold_uncertainty_score":0.0114876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366606319935308,"score_gpt":0.2697174034590438,"score_spread":0.2460513402596907,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}