{"id":"W4366582566","doi":"10.1007/s00126-023-01177-9","title":"Constraining temporal variations in metal and sulfur sources using high-resolution mineral-scale analysis of pyrite: evidence from the Brothers volcano, Kermadec arc, New Zealand","year":2023,"lang":"en","type":"article","venue":"Mineralium Deposita","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Pyrite; Geology; δ34S; Geochemistry; Caldera; Chlorite; Pyrophyllite; Hydrothermal circulation; Sulfur; Mineralogy; Seawater; Volcano; Fluid inclusions; Quartz; Chemistry; Oceanography; Paleontology","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":[0.0002883608,0.000211145,0.0002313866,0.001244231,0.0007445474,0.0007986934,0.0004633024,0.0002950823,0.0007213981],"category_scores_gemma":[0.0007871388,0.0003275353,0.0002610708,0.001508007,0.0007286817,0.0004491874,0.0006276796,0.0003177889,0.0001504136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549317,"about_ca_system_score_gemma":0.0009375768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5549382,"about_ca_topic_score_gemma":0.7147837,"domain_scores_codex":[0.9998583,0.000008741763,0.000009604593,0.0000504571,0.00004003303,0.00003281484],"domain_scores_gemma":[0.9995949,0.00005966416,0.0001372258,0.00003148431,0.0001165038,0.00006020247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003051794,0.00007357867,0.9125779,0.00006339249,0.0001744923,0.0004025027,0.001817695,0.0006712534,0.07382294,0.0001961299,0.0002324551,0.0096624],"study_design_scores_gemma":[0.000004199246,0.000005162866,0.9990203,0.000001700185,0.00001018668,0.00003081076,0.000189141,0.0002216157,0.0002792804,0.0000132618,0.0002217537,0.0000026096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987256,0.00008303114,0.00013819,0.00002682274,0.000001339378,0.000006109678,0.0002711464,0.000005024059,0.0007427515],"genre_scores_gemma":[0.9990863,0.00008926103,0.000273867,0.000008779226,0.000002013209,0.000004913272,0.000233627,0.000005321235,0.00029593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5549382,"threshold_uncertainty_score":0.8953657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938202989875857,"score_gpt":0.2291043491749112,"score_spread":0.1997223192761526,"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."}}