{"id":"W4405995289","doi":"10.3390/ma18010151","title":"Preparation of Fe3O4/C Composite Material from Red Mud for the Degradation of Acid Orange 7","year":2025,"lang":"en","type":"article","venue":"Materials","topic":"Bauxite Residue and Utilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Roasting; Composite number; Red mud; Persulfate; Chemical oxygen demand; Magnetite; Iron oxide; X-ray photoelectron spectroscopy; Nuclear chemistry; Materials science; Chemistry; Chemical engineering; Catalysis; Pulp and paper industry; Metallurgy; Composite material; Environmental engineering; Wastewater; Organic chemistry; Environmental science","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":[0.000157043,0.0003568019,0.0002809037,0.0005586011,0.0002355934,0.0002449616,0.0002820236,0.0005566666,0.0006807292],"category_scores_gemma":[0.000162637,0.0002255339,0.0003456377,0.0001829162,0.0001419716,0.0002032234,0.0001934023,0.0004097389,0.00028285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014439,"about_ca_system_score_gemma":0.0002086816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005964567,"about_ca_topic_score_gemma":0.001765256,"domain_scores_codex":[0.9998841,0.00001103387,0.000009521057,0.0000237816,0.00004780013,0.00002375911],"domain_scores_gemma":[0.9999322,0.000008921829,0.00001520438,0.000004937666,0.00002370136,0.00001494104],"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":[0.00003652745,0.00001441602,0.00007059407,0.00006663911,0.000005274995,0.00004660739,0.000006392455,0.0001049818,0.9980049,0.00002967008,0.00002133728,0.001592774],"study_design_scores_gemma":[0.000004988962,0.00009645378,0.0007304561,0.000003629814,0.00001210726,0.00007904918,0.000008732385,0.0007833037,0.9973903,0.00001060222,0.000874683,0.000005596268],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812138,0.001222392,0.01459785,0.00007459925,0.00005319434,0.00008470804,0.0001483955,0.000218365,0.002386621],"genre_scores_gemma":[0.9767606,0.0004805854,0.0203147,0.00004414469,0.00001295515,0.00004534999,0.0001691227,0.00003254013,0.002140061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006807292,"threshold_uncertainty_score":0.002277195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353310154731728,"score_gpt":0.2623219959605744,"score_spread":0.2487888944132572,"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."}}