{"id":"W2313809123","doi":"10.3166/jesa.42.337-354","title":"Etude préliminaire d'une commande sans modèle pour papillon de moteur","year":2008,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009504964,0.0007431499,0.001067956,0.0002929717,0.0009849019,0.0004294018,0.0007709081,0.0004238718,0.0002721275],"category_scores_gemma":[0.0001411875,0.0007621557,0.0005730775,0.0005450538,0.0002545183,0.0006377508,0.0001331649,0.001325238,0.0005364431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501285,"about_ca_system_score_gemma":0.0004292847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346761,"about_ca_topic_score_gemma":0.0003531374,"domain_scores_codex":[0.9951577,0.0007138226,0.001451615,0.0004126785,0.0007716755,0.001492515],"domain_scores_gemma":[0.9975652,0.0002053783,0.0005616039,0.0005989147,0.0002953468,0.0007735263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001015705,0.0007416975,0.02924553,0.002782295,0.001967013,0.01245991,0.01454651,0.2703081,0.01404407,0.007471629,0.03264172,0.61369],"study_design_scores_gemma":[0.001586072,0.0002509143,0.3011733,0.001417896,0.0001861938,0.02315786,0.0003848165,0.6618467,0.00007736599,0.002223901,0.007030052,0.0006648875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518506,0.03079595,0.09882472,0.003795715,0.002857589,0.0005132665,0.00007874137,0.0006353844,0.01064808],"genre_scores_gemma":[0.9654078,0.005619439,0.009796201,0.000179583,0.001563338,0.00002285862,0.000007356716,0.0002844865,0.01711887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6130251,"threshold_uncertainty_score":0.9994829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850289248411819,"score_gpt":0.2219956789104764,"score_spread":0.2034927864263582,"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."}}