{"id":"W1592348317","doi":"10.1007/978-3-319-48179-1_133","title":"Mechanism of Transport Between the Anode-Bath Interface and the Active Bubble Generation Sites in Hall-Héroult Cells","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Anode; Electrolysis; Electrolyte; Bubble; Cryolite; Materials science; Chemical engineering; Chemistry; Aluminium; Metallurgy; Electrode; Engineering; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001542533,0.0002744439,0.000528998,0.0002795386,0.0006729403,0.0009864419,0.001453719,0.000839244,0.002993352],"category_scores_gemma":[0.000124996,0.0002655294,0.0002851064,0.0002041619,0.0006794274,0.001250103,0.0004089169,0.001015147,0.0007492797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011529,"about_ca_system_score_gemma":0.0003590125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007270018,"about_ca_topic_score_gemma":0.000634536,"domain_scores_codex":[0.9999379,0.000007059377,0.000002051927,0.00001386656,0.00002446276,0.00001473331],"domain_scores_gemma":[0.9999701,0.00001489098,0.000002256221,0.000003268765,0.000006189241,0.000003306272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00025563,0.000140252,0.000594085,0.0007049618,0.00003969633,0.0009722161,0.0006509465,0.01070186,0.2899906,0.6379213,0.007559718,0.05046872],"study_design_scores_gemma":[0.0001141218,0.0003186584,0.001654614,0.0001300936,0.00006015522,0.001564875,0.0007057335,0.1211851,0.5040876,0.2887538,0.08130392,0.0001213388],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3945238,0.05843849,0.36564,0.006733397,0.002405317,0.0004045704,0.000865654,0.001492911,0.169496],"genre_scores_gemma":[0.8401839,0.01208984,0.02255973,0.0003745797,0.0001461732,0.0001788746,0.0002519709,0.0001213566,0.1240936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002993352,"threshold_uncertainty_score":0.01001376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646543743281386,"score_gpt":0.1966074510744511,"score_spread":0.1701420136416373,"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."}}