{"id":"W2964337912","doi":"","title":"Proceedings IECON 2012 : 38th Annual Conference on IEEE Industrial Electronics Society, Ecole de Technologie Superieure de Montreal, Universite du Quebec Montreal, Canada 25-28 October, 2012","year":2012,"lang":"en","type":"article","venue":"Conference of the Industrial Electronics Society","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Electronics; Order (exchange); Engineering; Engineering physics; Telecommunications; Computer science; Electrical engineering; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002395107,0.001425333,0.0009234573,0.001904553,0.001135374,0.003542926,0.001423187,0.001280932,0.08668173],"category_scores_gemma":[0.001997621,0.000364437,0.0005029042,0.001295948,0.0009215008,0.001899403,0.001423506,0.001616756,0.03304715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164426,"about_ca_system_score_gemma":0.003685977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669081,"about_ca_topic_score_gemma":0.06178921,"domain_scores_codex":[0.9989111,0.000153506,0.00004605078,0.0001317786,0.0005837909,0.0001736861],"domain_scores_gemma":[0.9975529,0.0001654987,0.00004503867,0.0002309513,0.001632698,0.0003728679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002368232,0.0002347873,0.002523246,0.0002220091,0.00004193898,0.0003978564,0.0001956395,0.0008647878,0.006023436,0.003906815,0.6946799,0.2906729],"study_design_scores_gemma":[0.00003028239,0.0001357627,0.005186037,0.000247424,0.00005391679,0.0005733666,0.0002692299,0.003963204,0.004968849,0.002066318,0.9824679,0.00003773718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04822892,0.07013651,0.1851812,0.03747688,0.06332009,0.0008730784,0.00354711,0.008525327,0.5827107],"genre_scores_gemma":[0.070108,0.02054035,0.02539109,0.001751787,0.004021553,0.0001721942,0.00547144,0.001414166,0.8711295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08668173,"threshold_uncertainty_score":0.2899793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913499492799206,"score_gpt":0.1993400591930869,"score_spread":0.1802050642650949,"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."}}