{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004335534,0.0001109825,0.0001492725,0.00002098021,0.00001500205,0.00001223101,0.0001068583,0.0001223104,0.0001323502],"category_scores_gemma":[0.000008664062,0.0001123628,0.00003240205,0.0007219007,0.00002702297,0.00007185114,0.00001456913,0.00005888511,0.0001650817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003626574,"about_ca_system_score_gemma":0.0000110465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002434582,"about_ca_topic_score_gemma":0.00001107874,"domain_scores_codex":[0.9993793,0.000009456908,0.0001783231,0.0001238989,0.00009179256,0.0002171766],"domain_scores_gemma":[0.9997174,0.00001060287,0.00002565842,0.0001805653,0.0000228123,0.00004293822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005284568,0.000008956047,0.005912533,0.00002887511,0.00002275661,0.000004128973,0.0000120828,0.00003392093,0.9850301,0.001283347,0.001633503,0.006024478],"study_design_scores_gemma":[0.0008119669,0.0001251256,0.1158431,0.0000348523,0.00002432839,0.000006841608,0.00006809764,0.0195146,0.8490927,0.0006107199,0.01338207,0.0004856492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859302,0.00006464227,0.008240163,0.0001073815,0.0001666256,0.0001394628,0.00004140232,0.001601735,0.003708363],"genre_scores_gemma":[0.9987249,0.0002890075,0.0001887183,0.0000235085,0.00001328005,0.00001268936,0.00009585882,0.00002018113,0.0006318006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359375,"threshold_uncertainty_score":0.458202,"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."}}