{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001717242,0.0001878366,0.0002106274,0.0002014823,0.0001391995,0.0001898749,0.0001879843,0.0001627858,0.0007571692],"category_scores_gemma":[0.0001597912,0.0001280286,0.0001884884,0.000182339,0.0001529845,0.0001276614,0.0001343454,0.0002213533,0.0003349779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266627,"about_ca_system_score_gemma":0.0001575411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009441633,"about_ca_topic_score_gemma":0.003619817,"domain_scores_codex":[0.9998646,0.00001615354,0.000008225754,0.00002357839,0.00006396605,0.0000234456],"domain_scores_gemma":[0.9999367,0.00001524572,0.00001420887,0.000008693246,0.00001584532,0.000009261947],"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":[0.00002516119,0.000002851698,0.00006969844,0.0000249233,0.000002093916,0.00001887423,0.00001605977,0.0000509002,0.9991205,0.00002297589,0.00001135853,0.0006345559],"study_design_scores_gemma":[0.000001288939,0.00004509604,0.000658659,9.640885e-7,0.000002385585,0.00003498857,0.00001134731,0.0002571913,0.9985215,0.000005370069,0.000459766,0.00000141013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994171,0.0004684587,0.003155247,0.00003581432,0.000007194925,0.00001584923,0.0001026142,0.00007442849,0.001969312],"genre_scores_gemma":[0.9943045,0.0002483101,0.003467932,0.00001257679,0.000002365989,0.000006858631,0.0001347482,0.00002745787,0.001795167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009441633,"threshold_uncertainty_score":0.002532959,"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."}}