{"id":"W3088883017","doi":"10.1016/j.jhazmat.2020.124058","title":"Mineralogical phase transformation of Fe containing sphalerite at acidic environments in the presence of Cu2+","year":2020,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Beijing Synchrotron Radiation Facility; National Natural Science Foundation of China","keywords":"Sphalerite; Dissolution; Chemistry; Ion; Phase (matter); Inorganic chemistry; Raman spectroscopy; Covellite; Zinc; Chalcopyrite; Pyrite; Mineralogy; Copper; Physical 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007191902,0.00007852484,0.0002623634,0.00002984144,0.0000226696,0.00000954994,0.0002384064,0.00004602533,0.0009775653],"category_scores_gemma":[0.00008614689,0.00004866672,0.00005836723,0.00007982652,0.0001259093,0.0002175302,0.00004158456,0.00006225274,0.000007923113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003303616,"about_ca_system_score_gemma":0.000005443854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001995059,"about_ca_topic_score_gemma":0.000004589045,"domain_scores_codex":[0.9985995,0.0001634055,0.0006940924,0.00007053252,0.0003701372,0.0001023502],"domain_scores_gemma":[0.9992812,0.00005106389,0.0005419906,0.00007626812,0.000006764726,0.00004266475],"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":[0.0002451025,0.00009576735,0.0004323887,0.0000252905,0.000005828133,0.00002232661,0.004031253,0.00009455781,0.9938672,0.00001859421,0.0002533695,0.0009083767],"study_design_scores_gemma":[0.001119963,0.0008696362,0.004696177,0.00003648841,0.00001948347,0.00003375384,0.0005096381,0.0001003994,0.9906328,0.0001273466,0.001785732,0.00006859416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974908,0.00005599187,0.001036143,0.0007887698,0.00004639437,0.0001831074,0.0000125702,0.000002808562,0.0003834118],"genre_scores_gemma":[0.9992779,0.0001206024,0.0003607952,0.0001749593,0.00004408642,0.00000331706,0.000004096588,0.000004239654,0.00001002927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004263789,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265763057026009,"score_gpt":0.2647654177512468,"score_spread":0.2421077871809867,"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."}}