{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001154872,0.0001978605,0.0001809566,0.00000127682,0.0001091629,0.0001372945,0.0007905699,0.0000628101,0.003914755],"category_scores_gemma":[0.00005376247,0.0001279101,0.0002032748,0.0002319768,0.00009522,0.0001038156,0.00009924232,0.0002112085,0.00007868018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003680648,"about_ca_system_score_gemma":0.00005111637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003107324,"about_ca_topic_score_gemma":0.00001678981,"domain_scores_codex":[0.9984249,0.00001564169,0.0002820701,0.0003848969,0.0006428416,0.0002496194],"domain_scores_gemma":[0.999309,0.00006106446,0.0002095098,0.0002120045,0.0001410731,0.0000673692],"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":[0.00006702856,0.00004851098,0.05133345,0.000007539259,0.0001250633,0.00001041552,0.0001888209,0.0002444917,0.9464784,0.0005938817,0.0004233899,0.0004790055],"study_design_scores_gemma":[0.0002210325,0.00003472049,0.0140884,0.00006873248,0.00003357481,0.00001315739,0.0006293599,0.0005612814,0.9754493,0.0008013019,0.007945696,0.0001535013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223706,0.001096179,0.00003741204,0.006351427,0.0005188459,0.0001155482,0.00004068989,0.00001833507,0.06945092],"genre_scores_gemma":[0.9923532,0.0006319556,0.004254573,0.001008604,0.0002846452,0.000005755134,0.00004633719,0.00001301891,0.001401885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06998258,"threshold_uncertainty_score":0.9969958,"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."}}