{"id":"W4408086973","doi":"10.1007/978-3-031-80676-6_122","title":"Managing Bake Furnace Relines to Optimize Fire Startup","year":2025,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Resource-Constrained Project Scheduling","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aluminerie Alouette (Canada); Hatch (Canada)","funders":"","keywords":"Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.007946778,0.001463185,0.002850576,0.0009436716,0.0007603162,0.00307799,0.003504579,0.0006556084,0.007645961],"category_scores_gemma":[0.002025123,0.000980128,0.0006827787,0.0005070471,0.0005993847,0.0007752809,0.001802113,0.0005966274,0.001650224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138583,"about_ca_system_score_gemma":0.0003729411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002159431,"about_ca_topic_score_gemma":0.0002390151,"domain_scores_codex":[0.9901246,0.0007141238,0.003462502,0.002016064,0.002605772,0.001076914],"domain_scores_gemma":[0.9920086,0.001915013,0.001650382,0.003151803,0.0009400912,0.0003340662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00366185,0.0001356022,0.00002126972,0.001010523,0.002739689,0.0009753786,0.005832292,0.01149636,0.2278256,0.1387596,0.5544983,0.05304356],"study_design_scores_gemma":[0.000441161,0.0001543936,0.00001005014,0.0007101431,0.0003854264,0.0001336374,0.0007664203,0.0001351421,0.008625843,0.05833854,0.9289299,0.001369318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0458807,0.01176496,0.004795863,0.0455135,0.019886,0.007975842,0.004311177,0.001574052,0.8582979],"genre_scores_gemma":[0.008117696,0.0009031961,0.01585344,0.002458301,0.001737856,0.0001823153,0.0001317529,0.000216896,0.9703985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3744316,"threshold_uncertainty_score":0.9998118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575476229012436,"score_gpt":0.3222460499573405,"score_spread":0.2564912876672161,"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."}}