{"id":"W2462876017","doi":"10.1016/j.applthermaleng.2016.07.090","title":"Transient process model of open anode baking furnace","year":2016,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aluminerie Alouette (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Transient (computer programming); Process (computing); Anode; Materials science; Process engineering; Waste management; Mechanical engineering; Engineering; Computer science; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001267253,0.0002153398,0.0002842016,0.00005808684,0.00002280614,0.00002573105,0.0005117572,0.0000789679,0.00006929617],"category_scores_gemma":[0.000006011056,0.0001541653,0.000054516,0.0001500561,0.00001995105,0.0001945102,0.0000621732,0.0001087092,0.00001059254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003496356,"about_ca_system_score_gemma":0.00001449233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001741389,"about_ca_topic_score_gemma":6.740457e-7,"domain_scores_codex":[0.9990596,0.000002628534,0.0002807228,0.0001852519,0.000162814,0.0003089511],"domain_scores_gemma":[0.9995896,0.00003712362,0.00003654466,0.0002216778,0.00002567866,0.00008936153],"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":[0.00001075701,0.000009979637,8.467067e-7,0.0001175149,0.00003075188,7.274448e-7,0.0001105176,0.6208628,0.3663336,0.009181489,9.673273e-7,0.003339996],"study_design_scores_gemma":[0.0004861133,0.000008570285,0.00004500418,0.00008261972,0.00001643522,0.000001837951,0.00001121731,0.9595351,0.0388367,0.0005420413,0.0001755499,0.0002588399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4852382,0.00008668458,0.5002425,0.00001482504,0.00006039106,0.0001949779,0.00000936739,0.0001968916,0.01395615],"genre_scores_gemma":[0.9977531,0.00003357492,0.001992128,0.00001156699,0.00003382468,0.00005171013,0.000001577546,0.00008074555,0.00004171761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5125149,"threshold_uncertainty_score":0.628668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226899630535416,"score_gpt":0.2096296676792622,"score_spread":0.197360671373908,"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."}}