{"id":"W2073347151","doi":"10.3166/jesa.43.435-462","title":"Pilotage des systèmes manufacturiers via une analyse multicritère intégrant produit, ressource et ordre. Application au pilotage en flux tiré d'un Job Shop","year":2009,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pilotage; Humanities; 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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006696673,0.001409259,0.001737866,0.001385527,0.002367855,0.003289034,0.001676993,0.0004552905,0.0004761638],"category_scores_gemma":[0.000954771,0.001328593,0.0008580289,0.002291607,0.0006810069,0.005022618,0.0005164043,0.001397425,0.00160261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402747,"about_ca_system_score_gemma":0.0001932424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005306358,"about_ca_topic_score_gemma":0.001172931,"domain_scores_codex":[0.9903342,0.001571198,0.003037741,0.001336756,0.001755376,0.001964779],"domain_scores_gemma":[0.9942746,0.0003590423,0.002769833,0.001359456,0.0008926854,0.0003444178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003932872,0.001795143,0.01764793,0.01396765,0.002453394,0.001207007,0.009487852,0.004715165,0.004942835,0.02347831,0.02818183,0.8917296],"study_design_scores_gemma":[0.003633614,0.0004993691,0.8013944,0.006681719,0.002828589,0.0008550641,0.00542351,0.05599223,0.0005163283,0.03031076,0.0892067,0.002657705],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7193423,0.01729047,0.2088441,0.02066517,0.00422377,0.005142846,0.0001124397,0.001909481,0.02246944],"genre_scores_gemma":[0.9733815,0.0007088063,0.003656234,0.001961303,0.00325965,0.00008147761,0.0001465851,0.0002470342,0.0165574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8890719,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797119142025353,"score_gpt":0.2620116281487911,"score_spread":0.2440404367285376,"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."}}