{"id":"W4405025298","doi":"10.1007/s11663-024-03387-6","title":"Carbon-Enhanced Reduction and Nitridation of Ilmenite Concentrate with Ammonia Gas","year":2024,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ilmenite; Reduction (mathematics); Ammonia; Carbon fibers; Ammonia production; Materials science; Metallurgy; Chemistry; Mineralogy; Composite material; Mathematics; Composite number","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":[0.00008826352,0.0001778808,0.0001765083,0.000119426,0.0001713976,0.0001539986,0.0003156996,0.0002647437,0.0009014725],"category_scores_gemma":[0.0001340532,0.00008843641,0.0001415199,0.0001085656,0.0001220729,0.000145642,0.000121524,0.0001880594,0.0001615372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004258468,"about_ca_system_score_gemma":0.0002501722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976105,"about_ca_topic_score_gemma":0.007571503,"domain_scores_codex":[0.9999288,0.00000566878,0.000004193008,0.00001317888,0.00002321541,0.00002484949],"domain_scores_gemma":[0.9999709,0.000006684006,0.000006509617,0.000004098347,0.000008195228,0.000003559402],"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":[0.0001376708,0.0000113874,0.0001930249,0.0000374027,0.000004815736,0.0000549586,0.00002483357,0.0001771497,0.9978757,0.00009168415,0.00005324058,0.001338297],"study_design_scores_gemma":[0.000003267985,0.00003987411,0.0006771739,0.000001266764,0.000002457148,0.00001686805,0.000009398393,0.0005816432,0.9981871,0.000009248326,0.0004701057,0.000001460448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964864,0.0001937545,0.0007586534,0.00003766196,0.00001302539,0.000008144069,0.00007598014,0.00002920952,0.002397031],"genre_scores_gemma":[0.9969374,0.00009307199,0.0007946969,0.000009988229,0.000002797961,0.00000588563,0.0001077714,0.000007144722,0.002041136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002976105,"threshold_uncertainty_score":0.005917609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006044213401724185,"score_gpt":0.2040688963055118,"score_spread":0.1980246829037877,"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."}}