{"id":"W4243729517","doi":"10.1007/978-3-662-53120-4_300515","title":"PPC (Production Planning and Control)","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Production (economics); Control (management); Production planning; Computer science; Artificial intelligence; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750729,0.001436333,0.0009371869,0.001379997,0.0005388406,0.003106399,0.0009760839,0.001074977,0.1062201],"category_scores_gemma":[0.0006806215,0.0005523775,0.0004819882,0.003322881,0.0006543139,0.001969795,0.001073124,0.002338657,0.06729266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001506516,"about_ca_system_score_gemma":0.001497123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803222,"about_ca_topic_score_gemma":0.005000711,"domain_scores_codex":[0.9995825,0.00002882566,0.00001359046,0.0000840685,0.0002648368,0.00002611403],"domain_scores_gemma":[0.9998369,0.00004494788,0.000009738328,0.00003498989,0.00005822737,0.00001504328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000176087,0.00003011056,0.00003537229,0.0003767687,0.000006677617,0.00003422141,0.00003375428,0.004865048,0.0008493246,0.08751155,0.400307,0.5059325],"study_design_scores_gemma":[0.000002825959,0.00001157831,0.0001188651,0.0001373963,0.000003222484,0.00006987545,0.000009410005,0.002076381,0.0004272839,0.02310916,0.9740258,0.000008177978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003736,0.02457,0.07070176,0.001421805,0.00367151,0.00009551354,0.00113318,0.001479084,0.8965535],"genre_scores_gemma":[0.005979424,0.02249881,0.02488155,0.0006816559,0.001160711,0.0001521263,0.00122157,0.0007401475,0.9426839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1062201,"threshold_uncertainty_score":0.3553418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006473542281828903,"score_gpt":0.1806451337056476,"score_spread":0.1741715914238187,"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."}}