{"id":"W4415945076","doi":"10.1007/978-3-032-00182-5_10","title":"Copper Geometallurgy Programs: Comparison Between Different Deposit Types","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ivanhoe Energy (Canada); Parks Canada","funders":"","keywords":"Tailings; Porphyry copper deposit; Mineral deposit; Mineral exploration; Tectonics; Mineral processing; Plan (archaeology); Copper mine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004562482,0.000386576,0.0002744675,0.001652395,0.0003925998,0.0009121964,0.001023581,0.0002541266,0.04081139],"category_scores_gemma":[0.00154749,0.0003226071,0.0003443754,0.002736595,0.0002062159,0.0008704594,0.0005415363,0.0002343053,0.006556557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008009437,"about_ca_system_score_gemma":0.0008269654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008120744,"about_ca_topic_score_gemma":0.01968433,"domain_scores_codex":[0.9995896,0.00005553354,0.00001886103,0.00005145386,0.0002458424,0.00003874899],"domain_scores_gemma":[0.9991659,0.0004878672,0.00003684271,0.00008090603,0.0001897836,0.00003874819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006565675,0.0002593254,0.007123388,0.0006349714,0.00003052214,0.0000895463,0.0003163237,0.007491756,0.0111734,0.007420073,0.04271663,0.9220874],"study_design_scores_gemma":[0.0003339102,0.001272277,0.1214147,0.0004636711,0.0003001971,0.00160195,0.00199577,0.0668761,0.1473968,0.01052801,0.6476641,0.0001527033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3167899,0.004053224,0.09548006,0.0003592813,0.0001761497,0.0005210395,0.01014146,0.01697205,0.5555069],"genre_scores_gemma":[0.4505469,0.003750619,0.1733004,0.0001293123,0.00003580533,0.0003462793,0.01627167,0.008900793,0.3467181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04081139,"threshold_uncertainty_score":0.1365277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253113797281986,"score_gpt":0.2391637436743945,"score_spread":0.2138523639461959,"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."}}