{"id":"W2970692350","doi":"10.1029/2019gl083975","title":"Impacts of Climate Change on Volcanic Stratospheric Injections: Comparison of 1‐D and 3‐D Plume Model Projections","year":2019,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate variability and models","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Horizon 2020 Framework Programme; Istituto Nazionale di Geofisica e Vulcanologia; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Royal Society; National Science Foundation","keywords":"Stratosphere; Volcano; Troposphere; Plume; Atmospheric sciences; Environmental science; Climatology; Climate change; Climate model; Explosive eruption; Geology; Meteorology; Geography; Magma; Seismology","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":[0.0009513861,0.0006552331,0.0005648903,0.0005643299,0.0004430457,0.0009544248,0.0007926864,0.001285526,0.00147952],"category_scores_gemma":[0.001632063,0.0004267454,0.001604541,0.0006756784,0.0003597743,0.0007465016,0.0004503372,0.0008835521,0.0002140928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134407,"about_ca_system_score_gemma":0.0009643992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06113912,"about_ca_topic_score_gemma":0.02660659,"domain_scores_codex":[0.9998166,0.0000685132,0.00001398659,0.00003921084,0.00002202911,0.00003968281],"domain_scores_gemma":[0.999104,0.0004222773,0.0001041168,0.0001066203,0.0001586071,0.0001043451],"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":[0.0001029553,0.00006298038,0.01517249,0.00001475889,0.0001122269,0.00003708737,0.00002537595,0.9815531,0.0008363286,0.0004458652,0.000303314,0.001333414],"study_design_scores_gemma":[0.00005919485,0.00004429576,0.01075871,0.000005914674,0.00003751746,0.0000163864,0.00003654545,0.9875266,0.000635905,0.0005597167,0.0002907031,0.0000285112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912027,0.0001155622,0.003078581,0.0002982615,0.00002681595,0.00001803854,0.002839257,0.0002844468,0.002136399],"genre_scores_gemma":[0.9968826,0.0000686107,0.001500343,0.00004202548,0.000008245861,0.00002311361,0.00128868,0.00003025914,0.0001562828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06113912,"threshold_uncertainty_score":0.1215665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07980952104197851,"score_gpt":0.3581218396077967,"score_spread":0.2783123185658182,"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."}}