{"id":"W4400646677","doi":"10.1007/s11837-024-06721-0","title":"Magnetization Roasting of Siderite Ore in a Low-Oxygen Atmosphere","year":2024,"lang":"en","type":"article","venue":"JOM","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"National Natural Science Foundation of China","keywords":"Roasting; Siderite; Atmosphere (unit); Metallurgy; Iron ore; Materials science; Magnetization; Oxygen; Environmental science; Mineralogy; Chemistry; Pyrite; Physics; Thermodynamics; Magnetic field","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003838371,0.00005291772,0.00006843339,0.00001471921,0.000007051303,0.00002094832,0.00003690539,0.00003667199,0.00009942723],"category_scores_gemma":[0.00001923458,0.00005222848,0.0000159678,0.0002094668,0.000005683422,0.0000623202,0.000009393245,0.00006374012,0.00001915743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001750631,"about_ca_system_score_gemma":0.00001098773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001471167,"about_ca_topic_score_gemma":0.00006314216,"domain_scores_codex":[0.999671,0.000003925702,0.0001164429,0.00006729212,0.00005670794,0.00008464247],"domain_scores_gemma":[0.9999002,0.00001964489,0.000006926314,0.00005160353,0.00001020559,0.00001145264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001581807,0.00004761951,0.008772889,0.01165018,0.00004913393,0.0001450036,0.009033887,0.7181292,0.02206544,0.0110769,0.003622017,0.2153919],"study_design_scores_gemma":[0.0002390994,0.00003494802,0.01984644,0.00143319,0.00001312324,0.000009105205,0.0003834633,0.9220428,0.006354046,0.000291799,0.04909626,0.00025577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306228,0.005926721,0.004730436,0.00008659219,0.0004870341,0.0001106093,0.000005526908,0.0004578695,0.05757241],"genre_scores_gemma":[0.9979993,0.00003940353,0.0006812897,0.00001030143,0.00004417461,0.000003597527,0.000002900307,0.00001724671,0.001201781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2151362,"threshold_uncertainty_score":0.2129816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006137128613288433,"score_gpt":0.2064938327577494,"score_spread":0.200356704144461,"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."}}