{"id":"W2980440551","doi":"10.3390/pr7100754","title":"Arsenic Removal from Arsenopyrite-Bearing Iron Ore and Arsenic Recovery from Dust Ash by Roasting Method","year":2019,"lang":"en","type":"article","venue":"Processes","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wuhan University of Science and Technology; State Key Laboratory of Refractories and Metallurgy; Wuhan University; Hubei Provincial Department of Education","keywords":"Arsenopyrite; Arsenic; Roasting; Chemistry; Metallurgy; Nitrogen; Environmental chemistry; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000215692,0.0004395975,0.0003452379,0.0003260573,0.0002282245,0.0001455317,0.0003081462,0.0002338906,0.0007733982],"category_scores_gemma":[0.0001823982,0.0001362108,0.00036903,0.0003340358,0.0001403591,0.0001965483,0.0001780854,0.0002154858,0.000239824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180186,"about_ca_system_score_gemma":0.0001698011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988556,"about_ca_topic_score_gemma":0.003763509,"domain_scores_codex":[0.9997622,0.00003119552,0.00001815315,0.00006148862,0.00009795566,0.00002895777],"domain_scores_gemma":[0.9999453,0.00001055548,0.00001303898,0.000007783663,0.00001790458,0.000005494618],"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":[0.00006009716,0.00001758906,0.0003392586,0.00006560832,0.000006520552,0.00004579998,0.00003023665,0.0002093726,0.9963877,0.00002809331,0.00002547529,0.002784203],"study_design_scores_gemma":[0.000007789677,0.0002170029,0.00262353,0.000002881727,0.00001766629,0.000140485,0.00003076813,0.00151079,0.9944,0.0000245959,0.001014824,0.000009647262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895648,0.0004781383,0.008591392,0.00002872506,0.00001015633,0.0000392942,0.0001420355,0.0001022467,0.00104312],"genre_scores_gemma":[0.9858828,0.0006405158,0.01094567,0.00001551578,0.00000481701,0.00003101877,0.00024593,0.00002739275,0.002206363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001988556,"threshold_uncertainty_score":0.003953934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164779470198168,"score_gpt":0.2305465042063501,"score_spread":0.2188987095043684,"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."}}