{"id":"W2621468726","doi":"","title":"Production and Purification of Silicon by Magnesiothermic Reduction of Silica Fume","year":2011,"lang":"en","type":"article","venue":"TSpace","topic":"Chemical and Physical Properties of Materials","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Silicon; Silica fume; Reduction (mathematics); Materials science; Chemical engineering; Metallurgy; Process engineering; Waste management; Pulp and paper industry; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001285065,0.00006050218,0.0001310178,0.00001314899,0.00001858747,0.000004503062,0.00006961708,0.00003697612,0.0004793239],"category_scores_gemma":[0.00005215669,0.00004789272,0.00001626951,0.00004444945,0.0001573454,0.00009218349,0.00002291885,0.00002133014,0.00001809676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006964281,"about_ca_system_score_gemma":0.000006772202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003047415,"about_ca_topic_score_gemma":5.861134e-7,"domain_scores_codex":[0.9994801,0.00003367369,0.0001631118,0.000161656,0.00008681835,0.00007465803],"domain_scores_gemma":[0.9996264,0.000007659797,0.0001269512,0.0001622836,0.00005010507,0.00002662154],"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":[0.0001206423,0.00008354386,0.00001646829,0.0001058044,0.000001504155,1.844421e-8,0.001108836,4.310914e-7,0.99736,0.00008484951,0.0005289094,0.0005890168],"study_design_scores_gemma":[0.0000606615,0.00008239379,0.0006096744,0.00002081579,0.000008373757,0.000001645959,0.0001417715,0.000003575407,0.9984162,0.0004945547,0.0001058442,0.00005442961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985668,0.0001499773,0.000005486055,0.0001960306,0.0001198312,0.0001196551,0.000004317641,0.00002241628,0.000815508],"genre_scores_gemma":[0.9989631,0.00002352469,0.0002675354,0.000004430479,0.00004779443,0.000006789845,0.000002149239,0.00000626169,0.0006784361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001056283,"threshold_uncertainty_score":0.524826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781592342256483,"score_gpt":0.2570180453544383,"score_spread":0.2292021219318734,"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."}}