{"id":"W2933902179","doi":"10.1002/9781119290544.ch8","title":"Exploring for Carbonate‐Hosted Ore Deposits Using Carbon and Oxygen Isotopes","year":2019,"lang":"en","type":"other","venue":"Geophysical monograph","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Carbonate; Geology; Hydrothermal circulation; Geochemistry; Isotopes of oxygen; Isotopes of carbon; Stable isotope ratio; Carbon fibers; Mineralogy; Carbonate rock; Chemistry; Paleontology; Environmental chemistry; Sedimentary rock; Total organic carbon","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":[0.0003839032,0.0002967963,0.0001296287,0.003209074,0.0006402986,0.0007489981,0.0003214782,0.0003339658,0.006950029],"category_scores_gemma":[0.0004479171,0.0001173971,0.0001805645,0.002083604,0.0002350116,0.0006964135,0.0004194573,0.0002789132,0.001934993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006424657,"about_ca_system_score_gemma":0.0006650457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033535,"about_ca_topic_score_gemma":0.1078005,"domain_scores_codex":[0.9998451,0.00001089195,0.000007730282,0.00003261194,0.00008539877,0.00001823084],"domain_scores_gemma":[0.9998109,0.00002857161,0.00004021707,0.00001559399,0.00008924666,0.00001550682],"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":[0.0001990374,0.0001042409,0.3502801,0.0007000496,0.00005983335,0.001181298,0.0009053554,0.0007682274,0.09932315,0.004178199,0.0194762,0.5228243],"study_design_scores_gemma":[0.000008729242,0.0001000614,0.599786,0.0002788932,0.00006210285,0.001250381,0.001821403,0.002279762,0.04207042,0.002231809,0.3500651,0.00004527357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6189012,0.01122332,0.01934011,0.00174825,0.0003455035,0.0002983241,0.01362233,0.0007350446,0.333786],"genre_scores_gemma":[0.7667884,0.01110613,0.06407107,0.0004474545,0.0001383672,0.0001022634,0.01001848,0.0003991035,0.1469287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033535,"threshold_uncertainty_score":0.04043394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0419191371207033,"score_gpt":0.207792996484495,"score_spread":0.1658738593637917,"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."}}