{"id":"W3155811745","doi":"10.1130/g48697.1","title":"Eruption risks from covert silicic magma bodies","year":2021,"lang":"en","type":"article","venue":"Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Silicic; Geology; Magma; Magma chamber; Rhyolite; Volcano; Explosive eruption; Basalt; Geochemistry; Seismology; Earth science; Volcanic rock","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":[0.0004026938,0.0001297478,0.0001258085,0.0004291794,0.0003344048,0.0005107638,0.0001860559,0.0004867089,0.002229301],"category_scores_gemma":[0.001902098,0.00009156618,0.0001651341,0.0001820197,0.000302362,0.000381329,0.0005891684,0.0003309462,0.0002371622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637333,"about_ca_system_score_gemma":0.0001778925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288168,"about_ca_topic_score_gemma":0.003502888,"domain_scores_codex":[0.9997099,0.00004353685,0.00002026019,0.00005988356,0.0001044063,0.00006201481],"domain_scores_gemma":[0.9983994,0.0004845663,0.0006793868,0.0001400077,0.000121761,0.0001748488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002296319,0.00004404721,0.9377994,0.00007060756,0.00007030633,0.002456497,0.0008831419,0.0009711318,0.01347565,0.0007482026,0.001065944,0.04218538],"study_design_scores_gemma":[0.000008716281,0.0003038345,0.9741728,0.00004643413,0.00004991689,0.01067177,0.0009515312,0.00146526,0.005356519,0.000757863,0.006203259,0.00001208869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961686,0.000318842,0.0001679197,0.0001614573,0.000003937086,0.000006968978,0.00008853111,0.00001675308,0.00306705],"genre_scores_gemma":[0.9992834,0.0001751313,0.0001066285,0.00002744407,0.000007610476,0.00000193243,0.00009704782,0.000001690989,0.0002991651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002229301,"threshold_uncertainty_score":0.007457733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595088320242512,"score_gpt":0.2271362913322066,"score_spread":0.2011854081297815,"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."}}