{"id":"W4394060576","doi":"10.1016/j.hydromet.2024.106302","title":"Characterization of the solid leach residues from the iodine-assisted chalcopyrite leaching in ferric sulfate media","year":2024,"lang":"en","type":"article","venue":"Hydrometallurgy","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Chalcopyrite; Leaching (pedology); Sulfate; Characterization (materials science); Ferric; Iodine; Inorganic chemistry; Environmental chemistry; Nuclear chemistry; Organic chemistry; Copper; Nanotechnology; Geology","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":[0.0004837418,0.000192669,0.000254125,0.0001679769,0.00008152711,0.0001014201,0.0003038456,0.0001036142,0.0002290473],"category_scores_gemma":[0.00008707408,0.0001164139,0.0001457109,0.0006598388,0.00004727621,0.0002502895,0.0000608755,0.0005045449,0.00006254144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005619768,"about_ca_system_score_gemma":0.0000180454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237497,"about_ca_topic_score_gemma":0.0004267208,"domain_scores_codex":[0.9986717,0.0001706249,0.000441027,0.0002225739,0.0002699949,0.0002241242],"domain_scores_gemma":[0.9993473,0.0002184989,0.00006254167,0.0003167747,0.00001440072,0.00004046276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000007188619,0.00002217727,0.0002865457,0.00005942606,0.0000862196,0.000009602205,0.001275022,0.001207336,0.9796602,0.0003756092,0.00005422847,0.01695642],"study_design_scores_gemma":[0.0006409392,0.00003450052,0.5116776,0.0009812234,0.0001591091,0.00004382506,0.0003211502,0.3431645,0.08426075,0.000592159,0.05745802,0.0006662378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941406,0.0009602335,0.0008795442,0.00042459,0.001396957,0.0001540302,0.00002932872,0.0002093139,0.001805388],"genre_scores_gemma":[0.9990572,0.000231258,0.00004891031,0.00006812203,0.000205099,0.0000142713,0.00008839363,0.00004032261,0.000246438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8953995,"threshold_uncertainty_score":0.4747221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004018451525505,"score_gpt":0.23149663147647,"score_spread":0.211456446961215,"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."}}