{"id":"W3156001623","doi":"10.1016/j.biteb.2021.100699","title":"Bio-oxidation behavior of pyrite, marcasite, pyrrhotite, and arsenopyrite by sulfur- and iron-oxidizing acidophiles","year":2021,"lang":"en","type":"article","venue":"Bioresource Technology Reports","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Technologique des Résidus Industriels; Cégep de l'Abitibi Témiscamingue; York University","funders":"University of Tehran","keywords":"Marcasite; Pyrrhotite; Arsenopyrite; Pyrite; Jarosite; Sulfur; Sulfide; Sulfide minerals; Acid mine drainage; Chemistry; Acidithiobacillus thiooxidans; Dissolution; Polysulfide; Sulfidation; Inorganic chemistry; Bioleaching; Metallurgy; Chalcopyrite; Mineralogy; Environmental chemistry; Sphalerite; Materials science; Acidithiobacillus ferrooxidans; Organic chemistry","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":[0.0001836722,0.0001988777,0.0002867919,0.00029024,0.000086345,0.0000346034,0.00005748894,0.0003380782,0.00003168402],"category_scores_gemma":[0.0001052886,0.0002038657,0.0000408901,0.0003686966,0.0002050811,0.0001121103,0.00009630676,0.0002682688,0.00000167386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002110082,"about_ca_system_score_gemma":0.00001049445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263062,"about_ca_topic_score_gemma":0.00001056042,"domain_scores_codex":[0.998816,0.00001970703,0.0004460014,0.0003611049,0.0001319646,0.0002251897],"domain_scores_gemma":[0.9993523,0.00002766339,0.0001517525,0.0003363809,0.0000549645,0.00007696504],"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":[0.000002690927,0.00003713312,0.04504072,0.0000748751,0.00002189922,0.0003622181,0.00004002072,0.000004866964,0.9284557,0.00007793211,0.0002546962,0.02562722],"study_design_scores_gemma":[0.0003182454,0.00006283744,0.03232931,0.0001163982,0.0001151761,0.006499944,0.0005711394,0.0003264774,0.9238415,0.0001959214,0.03514805,0.0004749875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929438,0.00538667,0.00018302,0.0001671161,0.0001400159,0.0001421395,0.00001231152,0.0004571303,0.0005678543],"genre_scores_gemma":[0.9970537,0.0005188308,0.002103762,0.00002132006,0.00002510192,0.00001530708,0.00004584643,0.00003192027,0.000184235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03489336,"threshold_uncertainty_score":0.8313402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005252007749602984,"score_gpt":0.2019990859972497,"score_spread":0.1967470782476467,"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."}}