{"id":"W4387789210","doi":"10.1007/978-3-031-38141-6_111","title":"Advances in CaCl2-Assisted Direct Reduction of Chromite Processing","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Chromite; Ferrochrome; Materials science; Metallurgy; Sintering; Kinetics; Spinel; Slag (welding); Oxide; Chemical engineering; Smelting","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":[0.0002005944,0.0005698694,0.0003317141,0.0005571106,0.0002466116,0.001088335,0.0006598227,0.0004244992,0.007009877],"category_scores_gemma":[0.0001542948,0.0003401178,0.0003219306,0.0009352383,0.0003219156,0.001176524,0.0006257312,0.001302306,0.003644764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008572192,"about_ca_system_score_gemma":0.0006117923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096413,"about_ca_topic_score_gemma":0.00417544,"domain_scores_codex":[0.9998214,0.0000115107,0.000007486861,0.00003747871,0.000104387,0.00001774652],"domain_scores_gemma":[0.9999416,0.00002160008,0.000004833434,0.000008404317,0.00001908311,0.00000448332],"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":[0.0001259172,0.0002437274,0.0001726894,0.004261422,0.00004559299,0.0003575842,0.0002224738,0.00241183,0.5009432,0.05393552,0.02206607,0.415214],"study_design_scores_gemma":[0.000007824276,0.0001079584,0.000438677,0.0001203058,0.00002292557,0.0004900661,0.00004864326,0.002138191,0.3544763,0.0046561,0.6374663,0.00002663151],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06079579,0.4448115,0.09139043,0.001969062,0.003145882,0.0001679713,0.0007525424,0.0008727846,0.396094],"genre_scores_gemma":[0.1995443,0.3152899,0.05102102,0.0008341757,0.001031342,0.0001252825,0.001127322,0.0005598838,0.4304668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007009877,"threshold_uncertainty_score":0.02345031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449818639878345,"score_gpt":0.2235584585529302,"score_spread":0.2090602721541468,"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."}}