{"id":"W4416144112","doi":"10.1007/978-3-032-00102-3_110","title":"Arsenic Removal and Stabilization from Enargite, Arsenopyrite and Tennantite Copper/Gold Concentrates","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Thetford","funders":"","keywords":"Arsenic; Copper; Retort; Calcination; Base metal; Raw material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007750063,0.0003079713,0.0003390116,0.000112288,0.00005000852,0.0001216435,0.00005421774,0.0002953893,0.0003552825],"category_scores_gemma":[0.0000175212,0.000275218,0.00005231786,0.00002600254,0.00006351592,0.0001355792,0.0000407451,0.0003253469,0.00002734253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003191004,"about_ca_system_score_gemma":0.00001643985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003784402,"about_ca_topic_score_gemma":0.00007540147,"domain_scores_codex":[0.9990752,0.00001091063,0.0003060705,0.000325152,0.0001245139,0.0001580933],"domain_scores_gemma":[0.9995449,0.0001021168,0.00005379031,0.0001727013,0.00003544267,0.00009109919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001210035,0.00004545589,0.0006086832,0.00160398,0.001406047,0.0001990754,0.000618101,0.000389341,0.11582,0.4492282,0.04289633,0.3870638],"study_design_scores_gemma":[0.0004705376,0.00002542792,0.0001451283,0.000524864,0.0001386939,0.00003467714,0.00005764493,0.02777675,0.0006712737,0.002514123,0.9670181,0.0006227872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005068528,0.01440086,0.001180368,0.0000813109,0.0006918868,0.0003198647,0.0001806641,0.0004438275,0.9776327],"genre_scores_gemma":[0.0798557,0.02826811,0.002919671,0.0003679548,0.0002982737,0.000004587486,0.00052638,0.0001131644,0.8876461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9241217,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017183265672882,"score_gpt":0.197247198080185,"score_spread":0.1870753654234561,"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."}}