{"id":"W7117517102","doi":"10.5382/econgeo.5202","title":"Anatomy of a Moderately Telescoped Porphyry–High-Sulfidation System: Insights of a 2 km Vertical Profile of Alteration and Mineralization at Valeriano Cu-Au ± Mo Deposit, Chile","year":2025,"lang":"en","type":"article","venue":"Economic Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Breccia; Molybdenite; Mineralization (soil science); Felsic; Stockwork; Zircon; Chalcopyrite; Bornite; Pyroclastic rock; Epidote","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":[0.00008953836,0.00009641937,0.0003629904,0.0001143301,0.00004757376,0.000005411083,0.00008292752,0.0001020684,0.0006311418],"category_scores_gemma":[0.00002751414,0.00007765493,0.00004726144,0.0001031513,0.0001393444,0.00008258288,0.00002930598,0.00003809376,0.00001653188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001150823,"about_ca_system_score_gemma":0.00004095552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070517,"about_ca_topic_score_gemma":0.007746879,"domain_scores_codex":[0.9990379,0.00008872997,0.0004721768,0.000228831,0.00004577138,0.0001266169],"domain_scores_gemma":[0.9995686,0.00008629485,0.000147607,0.0001043246,0.00005088899,0.00004222094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003038861,0.00005225384,0.9516666,0.0002951675,0.00012531,0.000001756671,0.0001660451,0.0222731,0.01755036,0.006582831,0.00007165912,0.0009110557],"study_design_scores_gemma":[0.0004477761,0.000132978,0.7302873,0.00002391625,0.0000601916,0.000006292305,0.00003377339,0.2280014,0.03816428,0.002747432,0.00001500418,0.00007966637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971962,0.0002221466,0.0004847508,0.0001096712,0.00008055222,0.0001552976,0.00003237348,0.000008436841,0.001710598],"genre_scores_gemma":[0.9991492,0.00002028462,0.0003438945,0.00002680035,0.00001907031,0.000003265396,0.0003552549,0.000001145151,0.00008106836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2213793,"threshold_uncertainty_score":0.9958826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005359845598374576,"score_gpt":0.19041466130237,"score_spread":0.1850548157039955,"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."}}