{"id":"W2077612703","doi":"10.1179/000844311x13117643274677","title":"Reduction behaviour of rice husk ash for preparation of high purity silicon","year":2011,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Husk; Silicon; Reduction (mathematics); Materials science; Pulp and paper industry; Chemistry; Metallurgy; Mathematics; Engineering; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001124865,0.00009812607,0.0001948464,0.0001358142,0.00002691495,0.000006915341,0.00008720451,0.0001268385,0.0001253177],"category_scores_gemma":[0.000009316471,0.0001047954,0.00008139541,0.0001527549,0.0000360318,0.0001568251,0.000001484557,0.00005760309,0.000005651127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005246485,"about_ca_system_score_gemma":0.00005434717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01815816,"about_ca_topic_score_gemma":0.01210669,"domain_scores_codex":[0.999286,0.00002480018,0.0002918226,0.0001329283,0.00008642242,0.0001780205],"domain_scores_gemma":[0.9994923,0.00001487138,0.00005736441,0.0001758354,0.000098509,0.0001610534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001343651,0.001549404,0.003451292,0.006005364,0.002204911,0.00008899426,0.04220936,0.0115349,0.5156792,0.2130977,0.0116005,0.1912348],"study_design_scores_gemma":[0.00581237,0.008062934,0.5613027,0.000292708,0.00172001,0.0001633403,0.002430926,0.08443688,0.2900299,0.03052101,0.01251943,0.002707838],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919997,0.00009586353,0.005397856,0.00001525998,0.0002317994,0.0003030041,0.00006166446,0.00003905424,0.001855814],"genre_scores_gemma":[0.9991416,0.000007126817,0.0006297861,0.000004062616,0.00004817016,0.00002917139,0.0000545572,0.00001588746,0.00006964589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5578514,"threshold_uncertainty_score":0.98838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820970162975369,"score_gpt":0.226081274459531,"score_spread":0.2078715728297773,"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."}}