{"id":"W2111785156","doi":"10.1021/es200676z","title":"Processing of Arsenopyritic Gold Concentrates by Partial Bio-Oxidation Followed by Bioreduction","year":2011,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrick Gold (Canada)","funders":"Barrick Gold Corporation","keywords":"Sulfur; Chemistry; Pyrite; Hydrogen sulfide; Arsenopyrite; Sulfide minerals; Sulfide; Environmental chemistry; Tailings; Inorganic chemistry; Mineralogy; Copper; Organic chemistry; Chalcopyrite","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002130797,0.0006568399,0.0006809362,0.0003050905,0.000262552,0.0004724019,0.0003341314,0.0004055063,0.0007263996],"category_scores_gemma":[0.0001828847,0.0002483368,0.000520037,0.0003404271,0.0002392168,0.0002307508,0.0003057069,0.0004539198,0.0004220542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003402809,"about_ca_system_score_gemma":0.0003284101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707928,"about_ca_topic_score_gemma":0.002616821,"domain_scores_codex":[0.9998184,0.00002088797,0.0000120475,0.00003927993,0.00007255057,0.00003680234],"domain_scores_gemma":[0.9999288,0.00001222448,0.00001504412,0.000009087065,0.00002285482,0.0000119201],"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":[0.000025231,0.000005496001,0.00003181237,0.00003693698,0.000005304759,0.00002218724,0.000006163724,0.0001266722,0.9985959,0.00001938996,0.00001565017,0.001109215],"study_design_scores_gemma":[0.000002741814,0.00007986977,0.0003946504,0.000002602065,0.000008227833,0.00004365281,0.000008086178,0.0003456955,0.9983695,0.0000164316,0.0007257932,0.000002785483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978918,0.001952323,0.01613292,0.0001165763,0.00004372667,0.0001187584,0.000282942,0.0001903124,0.002244452],"genre_scores_gemma":[0.9759162,0.001796293,0.01737392,0.00007252765,0.00001585669,0.00005670448,0.000523584,0.00007616034,0.004168767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001707928,"threshold_uncertainty_score":0.003395915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00741812907186964,"score_gpt":0.1946716361692138,"score_spread":0.1872535070973441,"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."}}