{"id":"W3169202066","doi":"10.1007/s40831-021-00373-z","title":"Numerical and Experimental Evaluations of Cooling Strategies and Environmental Sustainability for the Cut-out Aluminum Reduction Pot","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Metallurgy","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Enclosure; Demolition; Chiller; Heat transfer; Process (computing); Mechanical engineering; Process engineering; Environmental science; Nuclear engineering; Engineering; Computer science; Civil engineering; Mechanics","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":[0.0004109618,0.0000981407,0.0002008716,0.00006756238,0.0001215361,0.00007270178,0.00005096045,0.00004900952,0.00002849074],"category_scores_gemma":[0.0001026965,0.00007913214,0.00007023213,0.00009452235,0.00009810405,0.0004981071,0.0000279045,0.0001023888,7.15412e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526305,"about_ca_system_score_gemma":0.0001573518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001197315,"about_ca_topic_score_gemma":0.000001216307,"domain_scores_codex":[0.9991877,0.00005470626,0.0003270205,0.00009175496,0.0001701462,0.0001686549],"domain_scores_gemma":[0.9994212,0.0001102976,0.0001098946,0.00009628436,0.0002106642,0.00005168535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007719658,0.0008027737,0.0006630321,0.002309478,0.00161481,0.0001710428,0.01798338,0.712284,0.2105036,0.03067253,0.0007435653,0.02147984],"study_design_scores_gemma":[0.002236374,0.0005723239,0.004979796,0.00005071163,0.000597887,0.0007588757,0.6676098,0.1153557,0.1908987,0.008184128,0.008387608,0.000368108],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416937,0.01305299,0.04452416,0.0002139447,0.0001448489,0.0002698818,0.000002161557,0.000009636225,0.00008871267],"genre_scores_gemma":[0.9988568,0.0004459542,0.0003897907,0.000004762282,0.00008490309,0.00001148166,0.000004656012,0.0000139023,0.0001877406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6496264,"threshold_uncertainty_score":0.3226915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410836047187325,"score_gpt":0.2734756238726922,"score_spread":0.2593672634008189,"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."}}