{"id":"W6991324176","doi":"","title":"A generic algorithm approach to job shop scheduling problems with a batch allocation issue","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Job scheduler; Job shop scheduling; Flow shop scheduling; Scheduling (production processes); Job shop; Batch production","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002785047,0.001434878,0.002198663,0.001737791,0.001629774,0.002571632,0.004101333,0.003214682,0.005840938],"category_scores_gemma":[0.004874247,0.000890318,0.002935349,0.003667123,0.002050885,0.003734074,0.003180442,0.003132263,0.002072447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258001,"about_ca_system_score_gemma":0.002349095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110336,"about_ca_topic_score_gemma":0.001584874,"domain_scores_codex":[0.9978898,0.0006994518,0.0001097,0.0003956724,0.0006741208,0.0002312656],"domain_scores_gemma":[0.9987758,0.0003800117,0.0001049046,0.0003711563,0.0002589962,0.0001092368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001787138,0.0002259031,0.0006813506,0.0004781782,0.000191492,0.0002842904,0.0002117741,0.3704967,0.005181401,0.4661912,0.01252784,0.1433511],"study_design_scores_gemma":[0.00009046162,0.00009898806,0.0001978735,0.0000318191,0.0000600543,0.0001807071,0.00002944184,0.7948206,0.001128213,0.1890368,0.01429409,0.00003097401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002401294,0.000142731,0.9935736,0.0002311979,0.0001065822,0.0001033445,0.00004579414,0.0003615703,0.003033799],"genre_scores_gemma":[0.07122426,0.0005667687,0.9214892,0.0002399914,0.0003206031,0.0002829775,0.0002728736,0.0002720579,0.005331209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005840938,"threshold_uncertainty_score":0.01953983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511190813427955,"score_gpt":0.2142416244894501,"score_spread":0.1991297163551705,"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."}}