{"id":"W2149532843","doi":"10.5194/acp-10-9901-2010","title":"Validation of northern latitude Tropospheric Emission Spectrometer stare ozone profiles with ARC-IONS sondes during ARCTAS: sensitivity, bias and error analysis","year":2010,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Troposphere; Stratosphere; Atmospheric sciences; Environmental science; Ozone; Arctic; Tropospheric ozone; Latitude; Climatology; Meteorology; Geodesy; Geology; Geography; Oceanography","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":[0.002599144,0.0004607424,0.0003321597,0.0006797697,0.0003233705,0.0006480051,0.0005673862,0.0004337543,0.0003717882],"category_scores_gemma":[0.004567048,0.0002232897,0.0004333166,0.0007924178,0.0002097587,0.0004498387,0.0005485961,0.0002422026,0.0001737258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554927,"about_ca_system_score_gemma":0.000492922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02443593,"about_ca_topic_score_gemma":0.02596425,"domain_scores_codex":[0.9980299,0.0005296749,0.0001738989,0.0004747031,0.0006992436,0.00009260428],"domain_scores_gemma":[0.9967681,0.001016363,0.0006875469,0.0004950354,0.00094905,0.00008389914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007645627,0.0002455779,0.9079604,0.00008883207,0.000558535,0.0001151647,0.0002673348,0.02634438,0.03104903,0.0002253223,0.0007646554,0.03161613],"study_design_scores_gemma":[0.0001026817,0.0003285527,0.8840162,0.00003599438,0.0001725129,0.0001468473,0.0002023205,0.06358881,0.04904325,0.0001311065,0.002181052,0.00005076258],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933708,0.0001121083,0.004000397,0.00003048936,0.00001997338,0.0000350914,0.001245354,0.0001896518,0.0009961654],"genre_scores_gemma":[0.9926916,0.00003704492,0.004965084,0.00003282042,0.000009192033,0.00003253155,0.001975286,0.00004222517,0.0002141628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02443593,"threshold_uncertainty_score":0.04858738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008382995019278095,"score_gpt":0.2043142480089317,"score_spread":0.1959312529896536,"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."}}