{"id":"W4232014547","doi":"10.1007/978-3-662-53120-4_300548","title":"Production System","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":[0.0002171633,0.0007330037,0.0004252598,0.0006117728,0.0006038898,0.001907489,0.0006448677,0.0004898601,0.1056063],"category_scores_gemma":[0.0004056405,0.0003225475,0.0003441497,0.001115929,0.0004019275,0.001242691,0.0008521138,0.0008195759,0.04316831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008423059,"about_ca_system_score_gemma":0.0009812607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936281,"about_ca_topic_score_gemma":0.001738279,"domain_scores_codex":[0.9997937,0.00002498657,0.000007704956,0.00005816503,0.0000976258,0.00001782749],"domain_scores_gemma":[0.9999105,0.00001591552,0.000004351144,0.00003059245,0.00002919099,0.000009360357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001078294,0.00009075798,0.0002303363,0.0003988934,0.00002226597,0.0002071372,0.0001259681,0.02893145,0.01136174,0.2383969,0.2190095,0.5011172],"study_design_scores_gemma":[0.00001626283,0.00007025478,0.0003997895,0.00005801813,0.000011254,0.0001694482,0.00003500234,0.0184713,0.00380053,0.05844888,0.9185027,0.00001657846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003410241,0.001913973,0.1790276,0.0009946516,0.0007671879,0.0002368882,0.001867423,0.00294962,0.8088324],"genre_scores_gemma":[0.07017429,0.003251456,0.04639728,0.0003851982,0.0003221817,0.0002403782,0.002650532,0.0005288022,0.8760499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1056063,"threshold_uncertainty_score":0.3532881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068932102549611,"score_gpt":0.1820478046413809,"score_spread":0.1713584836158848,"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."}}