{"id":"W2606394503","doi":"10.3390/met7040133","title":"Aluminium Production Process: Challenges and Opportunities","year":2017,"lang":"en","type":"article","venue":"Metals","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Bauxite; Aluminium; Bayer process; Cryolite; Metallurgy; Materials 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002739867,0.0005495067,0.0006610797,0.0005557246,0.001270397,0.004061138,0.001738011,0.002313179,0.004570665],"category_scores_gemma":[0.001737203,0.0003081206,0.0004699809,0.0009300187,0.00139987,0.005495893,0.001652414,0.002021139,0.003444272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672632,"about_ca_system_score_gemma":0.003346291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084946,"about_ca_topic_score_gemma":0.003242181,"domain_scores_codex":[0.9987611,0.0001650044,0.00005317568,0.0001891839,0.0006575283,0.0001739542],"domain_scores_gemma":[0.9987417,0.0002991078,0.000121513,0.00009364251,0.0005938789,0.0001501143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005534804,0.0004947862,0.003905626,0.007281205,0.00007838135,0.001557341,0.001477765,0.0154678,0.09449087,0.1093538,0.0716843,0.6936547],"study_design_scores_gemma":[0.00004860988,0.0005444243,0.002370152,0.00120127,0.00004576276,0.001313992,0.005183168,0.01846672,0.05230602,0.0709288,0.847474,0.000117076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1387725,0.4294917,0.08353492,0.2040911,0.006347626,0.0002259601,0.0007835398,0.001374173,0.1353785],"genre_scores_gemma":[0.5205048,0.3768058,0.05789871,0.007978291,0.003548084,0.0001795626,0.0009706551,0.0002682751,0.03184576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004570665,"threshold_uncertainty_score":0.01529038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108134700808726,"score_gpt":0.2794041561131585,"score_spread":0.1712694553044325,"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."}}