{"id":"W4410888925","doi":"10.5267/j.ijiec.2025.3.004","title":"Performance investigation of metaheuristics for the just-in-time single-machine under different time windows and setup restriction","year":2025,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Metaheuristic; Computer science; Mathematical optimization; Mathematics; Algorithm","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002239907,0.00009948567,0.0001628526,0.0003932647,0.00003174168,0.00004934679,0.0001701766,0.00007031304,0.000004677819],"category_scores_gemma":[0.0002713247,0.0000836991,0.00005043167,0.0002321953,0.00002344114,0.0001122699,0.00001933614,0.0002094041,5.139408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087944,"about_ca_system_score_gemma":0.00004077917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002919256,"about_ca_topic_score_gemma":4.667824e-7,"domain_scores_codex":[0.9991617,0.00001609903,0.0004811813,0.00006145981,0.0002006697,0.00007892398],"domain_scores_gemma":[0.9989238,0.0005958395,0.0001543075,0.00005188858,0.0002421848,0.00003199257],"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":[0.00002290548,0.00001719643,0.0008118702,0.00001054929,0.0001523675,4.688878e-7,0.00005808908,0.9956599,0.0009123497,0.0001788246,0.0001151727,0.002060271],"study_design_scores_gemma":[0.0010526,0.00004438908,0.004292457,0.0001821673,0.00006278069,0.000008297478,0.00001815315,0.9927762,0.001331981,0.00009455057,0.00007097243,0.00006552103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5058997,0.0002162151,0.491138,0.0006759811,0.001791147,0.0001828563,0.0000281155,0.00003877299,0.00002924019],"genre_scores_gemma":[0.990244,0.00007262472,0.009353824,0.00002121707,0.0002380308,0.00000555821,0.00002404593,0.00001325827,0.00002745676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4843443,"threshold_uncertainty_score":0.341315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595319939458575,"score_gpt":0.2440257378795476,"score_spread":0.2180725384849619,"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."}}