{"id":"W2528751248","doi":"10.1016/j.epsl.2016.09.005","title":"Are eruptions from linear fissures and caldera ring dykes more likely to produce pyroclastic flows?","year":2016,"lang":"en","type":"article","venue":"Earth and Planetary Science Letters","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Institut national des sciences de l'Univers; Natural Sciences and Engineering Research Council of Canada","keywords":"Pyroclastic rock; Geology; Explosive eruption; Volcano; Air entrainment; Entrainment (biomusicology); Jet (fluid); Caldera; Turbulence; Petrology; Mechanics; Seismology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001211224,0.0001355269,0.0001205642,0.000109869,0.0001570461,0.0000704065,0.000153609,0.00002911252,0.00002432618],"category_scores_gemma":[0.00009584876,0.0001059959,0.00001115604,0.0001735734,0.0001901295,0.0003090916,0.00003944586,0.00009996889,0.00005957207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001015974,"about_ca_system_score_gemma":0.000007909123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005514034,"about_ca_topic_score_gemma":0.0002282342,"domain_scores_codex":[0.9989907,0.00001129741,0.0001226103,0.0003282148,0.0001988892,0.0003482902],"domain_scores_gemma":[0.9994218,0.0001174052,0.00001657843,0.0002017829,0.00001124516,0.0002311474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001920922,0.000008003085,0.1770925,0.00003513925,0.00002563372,0.00008425603,0.001060437,0.08760428,0.7204309,0.00001528108,0.001150301,0.01247404],"study_design_scores_gemma":[0.0001769256,0.00001981736,0.7617419,0.00008218775,0.00001011763,0.00001645536,0.00002931702,0.2335861,0.002424274,0.00001675917,0.001655485,0.0002406372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939389,0.000214685,0.002001378,0.003181096,0.0002844329,0.0001149049,0.0001230317,0.0001160757,0.00002554359],"genre_scores_gemma":[0.9942195,0.00002656394,0.004596601,0.0009684946,0.0001507414,0.000004226771,0.000006824261,0.000009681411,0.00001733875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7180066,"threshold_uncertainty_score":0.4322386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009954529688936613,"score_gpt":0.2009622201643042,"score_spread":0.1910076904753676,"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."}}