{"id":"W4405188940","doi":"10.3390/pr12122795","title":"Gold Recovery from Smelting Copper Sulfide Concentrate","year":2024,"lang":"en","type":"article","venue":"Processes","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Smelting; Flash smelting; Copper; Metallurgy; Environmental science; Recovery rate; Sulfide; Materials science; 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":[0.00005280062,0.0001286306,0.000116605,0.00005384152,0.00003824276,0.0002771542,0.00008550007,0.00006199849,0.0004058607],"category_scores_gemma":[0.0001072781,0.0001222515,0.00002895152,0.0003179687,0.00001699463,0.00060943,0.000008804302,0.0001449136,0.0005454025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003236803,"about_ca_system_score_gemma":0.00008739721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000141363,"about_ca_topic_score_gemma":0.0000381638,"domain_scores_codex":[0.9993206,0.000006624593,0.0001934783,0.0001874223,0.000118434,0.0001734028],"domain_scores_gemma":[0.9995765,0.0001974247,0.00001565844,0.0000806114,0.00007265541,0.00005712949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001356517,0.0001574702,0.002930538,0.02456243,0.000967943,0.0002431195,0.007590082,0.06624366,0.1103078,0.003048558,0.5911773,0.1926354],"study_design_scores_gemma":[0.0001330626,0.00002124373,0.00008434449,0.0003433284,0.00003460502,0.0000114015,0.0002372361,0.01074455,0.1134007,0.003465268,0.8711721,0.0003521277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3533646,0.2529201,0.02803132,0.001424257,0.006214626,0.0004507063,0.0002376476,0.008889856,0.348467],"genre_scores_gemma":[0.9908397,0.00528914,0.0002804677,0.0001653235,0.0002635988,0.00002589974,0.00004029705,0.00003691484,0.003058655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6374751,"threshold_uncertainty_score":0.7010227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556851970451772,"score_gpt":0.2488074932543451,"score_spread":0.2332389735498274,"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."}}