{"id":"W4402192922","doi":"10.1021/acs.iecr.4c02196","title":"An Experimental Study of Room Temperature Reoxidation Behavior of Direct H<sub>2</sub>-Reduced Iron in Air","year":2024,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Rio Tinto","keywords":"Wüstite; Chemistry; Hydrogen; Fayalite; Direct reduced iron; Analytical Chemistry (journal); Mineralogy; Hematite; Environmental chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001746569,0.0003713074,0.0003466397,0.0001157806,0.000217482,0.0001411077,0.0003246813,0.0003880622,0.0013107],"category_scores_gemma":[0.0002622086,0.0001923786,0.0001616176,0.0001428734,0.000284864,0.0001918203,0.0001271948,0.0004231129,0.0002485728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002391062,"about_ca_system_score_gemma":0.0001102328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112167,"about_ca_topic_score_gemma":0.002268546,"domain_scores_codex":[0.9998374,0.00001682172,0.000007785429,0.00004840304,0.00005840581,0.00003115386],"domain_scores_gemma":[0.9998362,0.00004969393,0.0000270854,0.00002451405,0.0000511976,0.00001120303],"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":[0.00009323804,0.00001568336,0.0001683348,0.00004198333,0.000004263478,0.00004005524,0.000028569,0.00008244873,0.998818,0.00001352694,0.00001855701,0.0006752451],"study_design_scores_gemma":[0.00000547896,0.0002947531,0.002112895,0.000002028703,0.000007967181,0.00005891573,0.00001894489,0.0004553169,0.9966281,0.000009159681,0.0004029086,0.000003533336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974463,0.0002535935,0.001263582,0.00001843728,0.00001229808,0.00001836582,0.0001190326,0.00004269066,0.0008257396],"genre_scores_gemma":[0.9960204,0.0002227466,0.002263696,0.00001927683,0.000006144556,0.00001601517,0.000152448,0.00001914756,0.001280201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0013107,"threshold_uncertainty_score":0.004384756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635888904096133,"score_gpt":0.3364828100043898,"score_spread":0.2901239209634285,"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."}}