{"id":"W2913346485","doi":"10.1007/978-3-030-05864-7_82","title":"Evolution of Mechanical Resistance of Alumina Raft Exposed to the Bath in Hall-Héroult Cells","year":2019,"lang":"en","type":"book-chapter","venue":"The minerals, metals & materials series","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Rio Tinto (Canada); Université du Québec à Chicoutimi","funders":"","keywords":"Raft; Materials science; Aluminium; Electrolyte; Metallurgy; Composite material; Chemistry; Copolymer","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":[0.0008551687,0.0004704513,0.001066879,0.000181439,0.00004522333,0.00005010313,0.0005193121,0.0003660422,0.0002932732],"category_scores_gemma":[0.00003058074,0.0003289749,0.0001596395,0.000121313,0.0001083185,0.0001884351,0.0001313859,0.0001708801,0.00007056579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009731064,"about_ca_system_score_gemma":0.00007065698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263906,"about_ca_topic_score_gemma":0.001658148,"domain_scores_codex":[0.997642,0.0001485378,0.001124378,0.0003413963,0.0004207282,0.0003229126],"domain_scores_gemma":[0.9984265,0.000118495,0.0003781028,0.000879708,0.0001503981,0.00004676943],"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":[0.0001719775,0.00001428938,8.471046e-7,0.0006494006,0.0001025353,0.000003094937,0.0002652913,0.001767831,0.9499779,0.04447187,0.002527881,0.00004703157],"study_design_scores_gemma":[0.0004381606,0.0001402565,0.0001146072,0.0008244689,0.0002466381,0.000006649252,0.0001251084,0.0001260694,0.9037481,0.006894372,0.08673923,0.0005963751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8183426,0.02518793,0.004833447,0.001584328,0.0130516,0.01084586,0.00400285,0.000765752,0.1213857],"genre_scores_gemma":[0.8652086,0.00125544,0.0004914632,0.00004182762,0.0003142476,0.00006226428,0.0001064755,0.0001609375,0.1323587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08421135,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311836079491999,"score_gpt":0.2010499091532801,"score_spread":0.1879315483583601,"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."}}