{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006215331,0.00009341402,0.0001989837,0.00002318711,0.00008172792,0.00001509238,0.0001119523,0.0001069385,0.08774628],"category_scores_gemma":[0.0001311223,0.00006987815,0.00008737521,0.0001154954,0.0001136821,0.00004654986,0.00002904109,0.000124097,0.002898779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001388577,"about_ca_system_score_gemma":0.00001593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01554405,"about_ca_topic_score_gemma":0.02492703,"domain_scores_codex":[0.9991152,0.00008957607,0.0001488438,0.0002886001,0.0001015988,0.0002561889],"domain_scores_gemma":[0.9994819,0.0001937391,0.0000373916,0.0001546545,0.00004928188,0.00008301024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001676784,0.00001493173,0.9850131,0.000002122851,0.00003330378,0.0000590288,0.00002806585,0.000682019,0.0005813838,0.0000799984,0.0006912447,0.01279803],"study_design_scores_gemma":[0.0001228987,0.00003647155,0.8933373,0.000001503647,0.00002953558,0.0000122347,0.00004422207,0.002302238,0.001040194,0.09406193,0.008908057,0.0001034286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738876,0.002118423,0.00008736831,0.002788906,0.0001816475,0.00002206111,0.00004821165,0.00003729707,0.02082847],"genre_scores_gemma":[0.9958994,0.0001815419,0.0005077326,0.001546881,0.0001279673,6.676105e-7,0.0006599461,8.141507e-7,0.001075046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09398194,"threshold_uncertainty_score":0.9978776,"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."}}