{"id":"W2966926970","doi":"10.1016/j.epsl.2019.115736","title":"Physicochemical models of effusive rhyolitic eruptions constrained with InSAR and DEM data: A case study of the 2011-2012 Cordón Caulle eruption","year":2019,"lang":"en","type":"article","venue":"Earth and Planetary Science Letters","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Canadian Space Agency; Science Mission Directorate; Missile Defense Agency; U.S. Geological Survey; National Science Foundation; European Space Agency; Agenzia Spaziale Italiana; Deutsches Zentrum für Luft- und Raumfahrt; Jet Propulsion Laboratory; University of Auckland; Macdonald Stewart Foundation; Centre National d’Etudes Spatiales; National Aeronautics and Space Administration; Cornell University","keywords":"Geology; Effusive eruption; Lava; Magma; Rhyolite; Volcano; Vulcanian eruption; Seismology; Explosive eruption; Interferometric synthetic aperture radar; Petrology; Lateral eruption; Strombolian eruption; Volcanic rock; Synthetic aperture radar","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009052964,0.0006885408,0.00059924,0.0007834033,0.0004778466,0.001375949,0.001521041,0.001481393,0.002778171],"category_scores_gemma":[0.002552276,0.0007157756,0.001003798,0.0008374654,0.0006450699,0.001254783,0.0004224968,0.0007624054,0.0004068563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191533,"about_ca_system_score_gemma":0.001053998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1106118,"about_ca_topic_score_gemma":0.07667357,"domain_scores_codex":[0.9998647,0.00002795857,0.00001253312,0.00005343357,0.00001201843,0.00002928256],"domain_scores_gemma":[0.9985721,0.0009364474,0.0001596516,0.00009387865,0.0001400701,0.00009783523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005692234,0.00004529079,0.01435738,0.00002233571,0.00004444487,0.00008196068,0.00003066978,0.982113,0.000483187,0.0009560085,0.0004134011,0.001395356],"study_design_scores_gemma":[0.0000119937,0.000006510672,0.003582059,0.000001810594,0.000009153167,0.00001247715,0.00001600031,0.9956962,0.0000865527,0.0004335507,0.0001381221,0.000005589118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882486,0.0002433045,0.004921589,0.0005339662,0.00002769771,0.00002306609,0.003661874,0.0002556544,0.002084103],"genre_scores_gemma":[0.9956927,0.0001377557,0.001559113,0.00003517828,0.00002345456,0.00001484389,0.001653485,0.00004698333,0.000836484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1106118,"threshold_uncertainty_score":0.219936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737530385833036,"score_gpt":0.1984810595252527,"score_spread":0.1811057556669223,"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."}}