{"id":"W4318712584","doi":"10.2139/ssrn.4331125","title":"The Multi-Factory Two-Stage Assembly Scheduling Problem","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"","keywords":"Factory (object-oriented programming); Scheduling (production processes); Operations management; Stage (stratigraphy); Business; Operations research; Computer science; Manufacturing engineering; Engineering; Biology","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":[0.001795711,0.001599042,0.002549041,0.001092283,0.001030962,0.002265567,0.002631106,0.003562118,0.008566147],"category_scores_gemma":[0.003371379,0.001147473,0.001568576,0.002313524,0.0008256497,0.002130519,0.001627052,0.001777097,0.0009889911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363135,"about_ca_system_score_gemma":0.001628368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004381937,"about_ca_topic_score_gemma":0.003868742,"domain_scores_codex":[0.9988852,0.0003809202,0.00004728768,0.0002995428,0.0001407261,0.0002462804],"domain_scores_gemma":[0.998289,0.0009747753,0.0002244407,0.0001455448,0.0001170357,0.0002491464],"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":[0.0007640047,0.0002858795,0.001073062,0.0004390922,0.0001329364,0.000649051,0.00006586318,0.9435456,0.00310424,0.01394031,0.003936134,0.0320639],"study_design_scores_gemma":[0.0001541386,0.0002561439,0.0009811969,0.00002290044,0.00005159956,0.0001884069,0.00005826423,0.9812743,0.001324608,0.0134951,0.002161324,0.00003190364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1942565,0.001819221,0.779651,0.001914184,0.0004581511,0.0003507979,0.002273993,0.0006549281,0.01862123],"genre_scores_gemma":[0.8072382,0.001190746,0.171493,0.0002540842,0.0002815913,0.0003610621,0.001393457,0.0001990475,0.01758889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008566147,"threshold_uncertainty_score":0.0286566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421700885179544,"score_gpt":0.2544776273432371,"score_spread":0.2402606184914417,"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."}}