{"id":"W4399684556","doi":"10.5194/egusphere-2024-1551","title":"Long-term global measurements of methanol, ethene, ethyne, and HCN from the Cross-track Infrared Sounder","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"NASA Headquarters; Minnesota Supercomputing Institute, University of Minnesota; National Oceanic and Atmospheric Administration","keywords":"Isoprene; Radiance; Troposphere; Environmental science; Infrared; Remote sensing; Atmospheric sciences; Satellite; Microwave Limb Sounder; Chemical transport model; Atmospheric Infrared Sounder; Chemistry; Meteorology; Physics; Geology","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":[0.000381323,0.000353085,0.0001326758,0.0004408611,0.0002187243,0.0002842116,0.0002659512,0.0002978485,0.0005947244],"category_scores_gemma":[0.0003191047,0.0001290774,0.0002078401,0.0006064744,0.000140155,0.0004637369,0.0003435634,0.000253029,0.0002141065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289554,"about_ca_system_score_gemma":0.000288984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256945,"about_ca_topic_score_gemma":0.02677958,"domain_scores_codex":[0.9998479,0.00001501479,0.000007091905,0.00005876703,0.0000543218,0.00001678621],"domain_scores_gemma":[0.9998009,0.0000188151,0.00004615914,0.00003195954,0.00008634814,0.00001593568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002952245,0.0001918207,0.7280637,0.0001270313,0.000379863,0.0001755129,0.0002162695,0.01207909,0.1972742,0.0003076015,0.002366196,0.05852351],"study_design_scores_gemma":[0.00003172358,0.0001253155,0.9473931,0.00001593489,0.000134644,0.000083662,0.0001080379,0.01879044,0.02862047,0.00008442833,0.004586229,0.00002602274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931826,0.0001450847,0.001628651,0.00004940675,0.00001651737,0.00001257526,0.002834461,0.00009698867,0.002033676],"genre_scores_gemma":[0.9880634,0.00009327036,0.004606842,0.00004412045,0.00001891441,0.00001739794,0.006501926,0.00002293549,0.0006311076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256945,"threshold_uncertainty_score":0.02499259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477216087395845,"score_gpt":0.29223261346719,"score_spread":0.2445110047276055,"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."}}