{"id":"W3119252454","doi":"","title":"Planification de la production et Industrie 4.0 : Revue de la littérature","year":2019,"lang":"fr","type":"preprint","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Political science; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003576228,0.0008157523,0.0006784771,0.0005969736,0.0002216776,0.0007194799,0.0007688063,0.00371786,0.00006738146],"category_scores_gemma":[0.001376287,0.001013814,0.0002836806,0.0009281723,0.0001840591,0.0003436355,0.0002835967,0.004703837,0.00006581329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483751,"about_ca_system_score_gemma":0.001188932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003886365,"about_ca_topic_score_gemma":0.0002814632,"domain_scores_codex":[0.9955838,0.001238766,0.0008262871,0.0009752956,0.0003850833,0.0009907441],"domain_scores_gemma":[0.9967771,0.0005165779,0.000468461,0.001548535,0.0002415428,0.0004477548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000589906,0.0002492185,0.01023853,0.0004268943,0.0001567011,0.00005079723,0.001471802,0.9110441,0.003640487,0.05595374,0.005567335,0.01114142],"study_design_scores_gemma":[0.0006382668,0.00007664156,0.0389844,0.001267246,0.0002390742,0.0009461672,0.0003879114,0.9010108,0.01662398,0.004597895,0.03388064,0.001346993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02055938,0.006164412,0.9469839,0.01654269,0.001328888,0.001465916,0.0001807378,0.00203914,0.004734959],"genre_scores_gemma":[0.2962269,0.007219663,0.6823162,0.0006847279,0.001838039,0.0009551542,0.0006329574,0.0003685571,0.009757771],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2756675,"threshold_uncertainty_score":0.9992312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00976202024791947,"score_gpt":0.2306342807363793,"score_spread":0.2208722604884598,"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."}}