{"id":"W7096558937","doi":"","title":"Département de Génie de la Production Automatisée à l&amp;apos;École de Technologie Supérieure","year":2009,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jury; Production (economics); Production system (computer science); Derogation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003205571,0.0001197356,0.0000943307,0.0001180201,0.00009087977,0.00004401106,0.00008390207,0.0002127118,0.00009981998],"category_scores_gemma":[0.000139845,0.0001178051,0.00004044071,0.0003834253,0.0000178906,0.00008701964,0.000006627373,0.0003365559,0.00006119234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003344489,"about_ca_system_score_gemma":0.00002813643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002639988,"about_ca_topic_score_gemma":0.00003174661,"domain_scores_codex":[0.9992259,0.00004685744,0.0001473297,0.0001512903,0.000101023,0.000327659],"domain_scores_gemma":[0.9996931,0.00002461393,0.0000172459,0.0001749457,0.00002037532,0.00006973846],"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":[0.00002127369,0.0001021813,0.000513624,0.00005372937,0.00003602457,0.000007127856,0.0002397072,0.0699627,0.6026967,0.0006554116,0.02814933,0.2975622],"study_design_scores_gemma":[0.0003250423,0.0002453964,0.007331326,0.00002916329,0.00002344619,0.000240566,0.00006494402,0.09627602,0.7957273,0.009992371,0.08938485,0.0003595994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5998865,0.0002263282,0.374202,0.002355895,0.000242819,0.0004890094,0.00000114443,0.006060606,0.01653562],"genre_scores_gemma":[0.9895512,0.00008519972,0.008739195,0.0001732205,0.0001137391,0.00006151573,0.000001839767,0.00001613495,0.001257949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3896647,"threshold_uncertainty_score":0.480395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300575764279225,"score_gpt":0.3244106777088043,"score_spread":0.291404920066012,"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."}}