{"id":"W4396690803","doi":"10.15278/isms.2023.6723","title":"SATELLITE CHARACTERIZATION OF GLOBAL STRATOSPHERIC SULFATE AEROSOLS RELEASED BY TONGA VOLCANO","year":2023,"lang":"en","type":"article","venue":"","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Volcano; Satellite; Sulfate; Environmental science; Remote sensing; Astrobiology; Meteorology; Geology; Geography; Chemistry; Aerospace engineering; Seismology; Engineering; Physics","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":[0.0001599145,0.000255692,0.0002013348,0.000450307,0.0003029905,0.0002890884,0.0001755794,0.0002752345,0.0005763823],"category_scores_gemma":[0.0001439382,0.0001285599,0.0002812197,0.0004561679,0.000142178,0.0002413338,0.0002527442,0.0001417052,0.0001323892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003375789,"about_ca_system_score_gemma":0.0002922325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488778,"about_ca_topic_score_gemma":0.0211938,"domain_scores_codex":[0.9999423,0.000004310393,0.000003147389,0.00001635851,0.00001744965,0.00001652396],"domain_scores_gemma":[0.9999018,0.00001036545,0.00002131012,0.00001331767,0.00003213941,0.00002095794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000605847,0.0001027483,0.4932081,0.00009681633,0.0002033421,0.0004925656,0.0004906252,0.004881165,0.4891121,0.00013662,0.0005128729,0.01015732],"study_design_scores_gemma":[0.00001687951,0.0001602484,0.9664692,0.000004590154,0.00008255003,0.0000912987,0.0002991757,0.007797586,0.02401761,0.000024752,0.001024185,0.0000118451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993526,0.00002889488,0.00007781325,0.000008788185,0.000002553136,0.000002127566,0.0002128904,0.00000718584,0.0003071932],"genre_scores_gemma":[0.9988229,0.00003538097,0.0001973902,0.00001026983,0.000003331575,0.000002949467,0.0005776799,0.000006684959,0.000343467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488778,"threshold_uncertainty_score":0.02960223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005917083162232405,"score_gpt":0.1946022380595286,"score_spread":0.1886851548972962,"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."}}