{"id":"W41753158","doi":"10.1522/030115871","title":"Prediction de l'efficacite de courant du procede Hall-Heroult /","year":2009,"lang":"ca","type":"book","venue":"","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Diction; Physics; Philosophy; Linguistics","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":[0.000603924,0.0008174209,0.0006407694,0.000517127,0.0003364423,0.00102449,0.0005492278,0.001061808,0.003481679],"category_scores_gemma":[0.00118497,0.0003617768,0.001057483,0.0004775428,0.0002953128,0.0006085337,0.0003206918,0.0008939659,0.0008564493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128784,"about_ca_system_score_gemma":0.001694546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02050139,"about_ca_topic_score_gemma":0.01591699,"domain_scores_codex":[0.9996514,0.00005254265,0.00001471676,0.0001070762,0.0001419461,0.00003238708],"domain_scores_gemma":[0.9995703,0.0002200012,0.00005256946,0.00003767328,0.0001022267,0.00001725998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005475971,0.0001621883,0.01184122,0.0004677905,0.0000940555,0.0001935951,0.00008743208,0.8293123,0.05363695,0.002683439,0.001789788,0.09918378],"study_design_scores_gemma":[0.00002371731,0.0002552182,0.005974086,0.00002683352,0.00003633782,0.00003967193,0.00005164173,0.9514289,0.03869164,0.0008657906,0.002574981,0.00003115938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5515501,0.001697806,0.4222279,0.0006277738,0.0002619677,0.0002453522,0.00139025,0.002837293,0.01916164],"genre_scores_gemma":[0.9450784,0.0006995341,0.0384298,0.00004054552,0.00001590103,0.0001221316,0.0006928436,0.00009363321,0.01482724],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02050139,"threshold_uncertainty_score":0.04076409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00932109146552572,"score_gpt":0.193133259452424,"score_spread":0.1838121679868982,"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."}}