{"id":"W4392662922","doi":"10.5194/egusphere-egu24-21751","title":"Sulfur and fluorine degassing from Deccan Traps lavas inferred from pyroxene chemistry: potential for end-Cretaceous volcanic winters","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pyroxene; Deccan Traps; Volcano; Geology; Cretaceous; Geochemistry; Mineralogy; Earth science; Olivine; Paleontology; Volcanism; Tectonics","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":[0.0001845064,0.0004536155,0.0002601033,0.001252348,0.0006618113,0.001174382,0.0005331191,0.0006730914,0.0006813818],"category_scores_gemma":[0.0004430833,0.0002868106,0.0001462269,0.0008620724,0.0005780336,0.0004684385,0.0002893511,0.0002857906,0.0001506725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361837,"about_ca_system_score_gemma":0.0005120514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05675697,"about_ca_topic_score_gemma":0.06187669,"domain_scores_codex":[0.9998587,0.000007186277,0.000007182735,0.0000536697,0.00003969239,0.00003350797],"domain_scores_gemma":[0.9998251,0.0000363978,0.00004295566,0.0000134278,0.0000616191,0.0000206394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004805475,0.00004928799,0.6870595,0.0001157175,0.00009519028,0.000453454,0.0007810893,0.001418867,0.2979611,0.0001513866,0.0001602762,0.0112735],"study_design_scores_gemma":[0.00001026491,0.00005448197,0.9698598,0.00001023032,0.00003806859,0.000208753,0.000350834,0.003318631,0.0251715,0.00007962456,0.0008823575,0.00001554283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988157,0.0002759312,0.000110044,0.00002020134,0.000001182416,0.000002956989,0.0003385629,0.00001357344,0.0004218685],"genre_scores_gemma":[0.9991803,0.0001141099,0.0002230792,0.000007911709,0.000002671087,0.000002389251,0.0003543906,0.000008346339,0.0001068481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05675697,"threshold_uncertainty_score":0.1128532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009492427215191272,"score_gpt":0.222561030408469,"score_spread":0.2130686031932778,"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."}}