{"id":"W3213886857","doi":"10.1130/ges02086.1","title":"Porphyry copper deposit formation in arcs: What are the odds?","year":2021,"lang":"en","type":"article","venue":"Geosphere","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Geology; Porphyry copper deposit; Geochemistry; Hydrothermal circulation; Batholith; Magma; Platinum group; Sulfide; Fluid inclusions; Volcano; Tectonics; Chemistry; Platinum","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":[0.001714565,0.0002260282,0.0003194225,0.0006999113,0.0005192215,0.002092855,0.0005983032,0.0008835529,0.003316638],"category_scores_gemma":[0.00491052,0.0002051395,0.0002613911,0.0006453223,0.0009627223,0.001681079,0.0007684024,0.0004079914,0.0003014739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008021382,"about_ca_system_score_gemma":0.0004615702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00552868,"about_ca_topic_score_gemma":0.008580247,"domain_scores_codex":[0.9993348,0.0001256565,0.0000664963,0.000223568,0.0001246056,0.0001248657],"domain_scores_gemma":[0.9961696,0.001409845,0.001590333,0.0001874088,0.0003016419,0.0003411814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001390037,0.00001341313,0.9912827,0.00006623933,0.00007735622,0.0002138322,0.0001398266,0.0009117781,0.000969248,0.0005092682,0.0001201147,0.00555736],"study_design_scores_gemma":[0.000007341986,0.0001562079,0.9867235,0.00004107352,0.00006086874,0.0006000739,0.002586619,0.005194032,0.001270088,0.002087566,0.001254186,0.00001851312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956044,0.001521564,0.0005184514,0.0006061788,0.000006735088,0.000008590519,0.000175415,0.00001651083,0.001542241],"genre_scores_gemma":[0.999298,0.0003518421,0.0001428917,0.00001304145,0.00001463596,0.000001289708,0.00004386232,0.000002233954,0.0001321208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00552868,"threshold_uncertainty_score":0.01109529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048608951947809,"score_gpt":0.1780417827416197,"score_spread":0.1675556932221416,"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."}}