{"id":"W2911638005","doi":"10.1007/978-3-030-05864-7_74","title":"A Transient Model of the Anodic Current Distribution in an Aluminum Electrolysis Cell","year":2019,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rio Tinto (Canada)","funders":"","keywords":"Anode; Cathode; Current (fluid); Electrolysis; Aluminium; Materials science; Transient (computer programming); Electrolyte; Work (physics); Mechanics; Electrolytic cell; Metallurgy; Composite material; Nuclear engineering; Electrode; Electrical engineering; Mechanical engineering; Engineering; Chemistry; Physics; Computer 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"],"consensus_categories":[],"category_scores_codex":[0.0003914434,0.0006962948,0.001148149,0.00005070511,0.00008078274,0.00007476412,0.0008387332,0.0004370612,0.0003550895],"category_scores_gemma":[0.00003265034,0.0004631159,0.0003207455,0.0001145089,0.0002031233,0.0002289939,0.000146733,0.0005620581,0.00001901302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342836,"about_ca_system_score_gemma":0.0001757346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002619494,"about_ca_topic_score_gemma":0.00003075464,"domain_scores_codex":[0.9971144,0.00006016697,0.001073042,0.0006200447,0.0005099018,0.0006224429],"domain_scores_gemma":[0.9982424,0.00006075408,0.0005326224,0.0009068192,0.0001588647,0.0000985865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001845247,0.00007519025,6.610586e-7,0.001137389,0.00006265978,0.000001021438,0.000102644,0.00153546,0.9943184,0.002174002,0.0003617313,0.00004630735],"study_design_scores_gemma":[0.000314904,0.00005006812,9.359515e-7,0.0002399885,0.0003171865,0.000008291699,0.000009241121,0.001271543,0.9867561,0.003236663,0.007288943,0.0005060628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713427,0.007040577,0.001406369,0.0003777721,0.0008213153,0.001504027,0.002692356,0.0002273485,0.01458752],"genre_scores_gemma":[0.9398551,0.0004569287,0.00003250006,0.0000428589,0.0002421323,0.00007882259,0.0009517948,0.000104076,0.05823576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04364824,"threshold_uncertainty_score":0.9997821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417028781954938,"score_gpt":0.2159091240041867,"score_spread":0.2017388361846373,"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."}}