{"id":"W2586731018","doi":"10.1007/978-3-319-51541-0_64","title":"Preventive Treatment of Anode Effects Using on-Line Individual Anode Current Monitoring","year":2017,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Molten salt chemistry and electrochemical processes","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aluminerie Alouette (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Anode; Current (fluid); Electrolysis; Preventive action; Materials science; Computer science; Environmental science; Reliability engineering; Engineering; Electrode; Electrical engineering; Chemistry; Computer security","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":[0.0002501697,0.001059221,0.001721934,0.00009215755,0.0002419212,0.0001748895,0.0007175283,0.0004695193,0.000235706],"category_scores_gemma":[0.0001111364,0.0007766343,0.0003599138,0.00003323784,0.0002737806,0.0002393865,0.0002338653,0.0003232805,0.00002773371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726211,"about_ca_system_score_gemma":0.0001000086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005173393,"about_ca_topic_score_gemma":0.000003172607,"domain_scores_codex":[0.9970554,0.00005617241,0.0009662209,0.0007325619,0.0005707788,0.0006188634],"domain_scores_gemma":[0.9974068,0.0002279796,0.001033725,0.001009572,0.000171887,0.0001500681],"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":[0.0002813101,0.0001334617,0.000001677912,0.001754159,0.0007668028,0.00002103727,0.000151798,0.0001866802,0.9951178,0.0005677076,0.00008248361,0.0009350632],"study_design_scores_gemma":[0.0005718176,0.0002816389,0.000001892361,0.001497187,0.0009476489,0.00002868712,0.0000065929,0.0000228224,0.9824141,0.002616654,0.01094333,0.0006676142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93891,0.02923878,0.0004054126,0.0001234847,0.004808301,0.002470543,0.002184211,0.0005402125,0.02131905],"genre_scores_gemma":[0.8753325,0.002080053,0.0004711368,0.00001461988,0.0033113,0.0001846281,0.0005456493,0.000283085,0.117777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09645792,"threshold_uncertainty_score":0.9994684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939414857949039,"score_gpt":0.2969594186869665,"score_spread":0.2475652701074761,"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."}}