{"id":"W4254606500","doi":"10.15278/isms.2021.re03","title":"SULFUR DIOXIDE FROM THE ATMOSPHERIC CHEMISTRY EXPERIMENT (ACE) SATELLITE","year":2021,"lang":"en","type":"article","venue":"Proceedings of the 2021 International Symposium on Molecular Spectroscopy","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aerosol; Sulfur dioxide; Atmospheric sciences; Sulfate; Albedo (alchemy); Atmospheric chemistry; Volcano; Environmental science; Satellite; Sulfate aerosol; Altitude (triangle); Latitude; Meteorology; Climatology; Chemistry; Ozone; Geology; Geography; 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":[0.0003722682,0.001101665,0.0008324518,0.001400212,0.0003765953,0.0006111233,0.0009377331,0.0007730474,0.003920659],"category_scores_gemma":[0.0005376547,0.0002535528,0.0006535423,0.002250704,0.0001572403,0.0006318328,0.0005206612,0.0006328099,0.003088383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005484745,"about_ca_system_score_gemma":0.0009637681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03287486,"about_ca_topic_score_gemma":0.0344599,"domain_scores_codex":[0.9996889,0.00002875158,0.00002724191,0.00008987974,0.0001173717,0.00004785876],"domain_scores_gemma":[0.9996486,0.00002324672,0.00005555641,0.00006058434,0.0001717512,0.00004039769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008474151,0.0004322339,0.07237943,0.001676825,0.0009265522,0.0003661925,0.0001333981,0.01542012,0.01994162,0.001815662,0.8509389,0.03512153],"study_design_scores_gemma":[0.0008557069,0.0002058571,0.3285953,0.000189586,0.0003353879,0.0001923641,0.000234775,0.02964515,0.01673349,0.002383784,0.6204308,0.0001979328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02330998,0.0002638873,0.0004966514,0.000142538,0.0001092781,0.00006521728,0.9719082,0.0008967617,0.002807413],"genre_scores_gemma":[0.02578372,0.0001385552,0.001482703,0.00008008267,0.00004641473,0.00008955517,0.9715508,0.00006541171,0.0007626803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03287486,"threshold_uncertainty_score":0.06536698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004536357348780373,"score_gpt":0.2109739311109588,"score_spread":0.2064375737621784,"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."}}