{"id":"W2063946149","doi":"10.3182/20060517-3-fr-2903.00065","title":"OPERATOR'S ASSIGNMENT PROBLEM IN WORKSHOP SCHEDULING","year":2006,"lang":"en","type":"article","venue":"IFAC Proceedings Volumes","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Operator (biology); Scheduling (production processes); Computer science; Mathematical optimization; Integer programming; Operations research; Algorithm; Mathematics","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":[0.002075676,0.0006591477,0.001158757,0.0006332338,0.001201243,0.001497129,0.001612743,0.001099132,0.01182239],"category_scores_gemma":[0.003971666,0.0003713127,0.0007384078,0.001748021,0.0007636703,0.003221489,0.0009599224,0.001529212,0.000739807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007450166,"about_ca_system_score_gemma":0.001683619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349175,"about_ca_topic_score_gemma":0.0023903,"domain_scores_codex":[0.9991969,0.0003612043,0.00003059818,0.000125797,0.0001276191,0.0001578773],"domain_scores_gemma":[0.998483,0.000978613,0.00007843806,0.0001258988,0.0001289311,0.000205207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001176147,0.0006153805,0.001079317,0.0004986504,0.0001066847,0.0005813235,0.0004745235,0.3944377,0.006109606,0.3487563,0.025839,0.2203253],"study_design_scores_gemma":[0.0001135888,0.0002378702,0.0004121729,0.00002880914,0.00005376909,0.0002024985,0.0003068882,0.7779663,0.002044396,0.2086688,0.009937058,0.00002764659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1079285,0.000635483,0.8631372,0.001883298,0.0005960487,0.0002138865,0.0004488484,0.0003908081,0.0247659],"genre_scores_gemma":[0.7104422,0.001112255,0.2623813,0.0002509541,0.0004690085,0.0002507601,0.0006716501,0.0002387149,0.02418312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01182239,"threshold_uncertainty_score":0.03954989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007344124982307067,"score_gpt":0.2071162829955573,"score_spread":0.1997721580132502,"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."}}