{"id":"W4319792488","doi":"10.5194/egusphere-2022-1331-ac2","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Jet Propulsion Laboratory; California Institute of Technology; Environment and Climate Change Canada; University of Toronto; Connaught Fund; Canadian Foundation for Climate and Atmospheric Sciences; Ontario Innovation Trust; Government of Canada; National Aeronautics and Space Administration; Nova Scotia Research Innovation Trust","keywords":"Suns in alchemy; Environmental science; Trace gas; Satellite; Atmospheric sciences; Remote sensing; Meteorology; SCIAMACHY; Troposphere; Physics; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002795996,0.001038959,0.001070841,0.001093859,0.003237278,0.005236784,0.003219996,0.02395398,0.1923851],"category_scores_gemma":[0.02570755,0.0005835045,0.001481019,0.0008947068,0.002067659,0.004062894,0.00274476,0.02073768,0.1597496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003485507,"about_ca_system_score_gemma":0.003587874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007027157,"about_ca_topic_score_gemma":0.007750346,"domain_scores_codex":[0.9974176,0.0004456608,0.00024522,0.000514977,0.0009337956,0.0004427108],"domain_scores_gemma":[0.9937329,0.001798641,0.0002383472,0.0005497009,0.002672641,0.001007758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008247961,0.000003034785,0.00002400585,0.000011866,0.00000134003,0.00003817461,0.000007231584,0.000003387766,0.00001721245,0.0003063176,0.9977186,0.001860592],"study_design_scores_gemma":[0.000009799853,0.000005796018,0.0001375586,0.00003988896,0.000002314419,0.0000431298,0.00004410928,0.00001641152,0.00005485553,0.0004578592,0.999181,0.000007304646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002352123,0.0017374,0.0002986369,0.6727173,0.2763879,0.0001259847,0.001035854,0.0006084571,0.04685331],"genre_scores_gemma":[0.002455459,0.001052929,0.0002459641,0.7292451,0.08092297,0.000210754,0.0004064711,0.0003689436,0.1850915],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1923851,"threshold_uncertainty_score":0.6435924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819515760592318,"score_gpt":0.2535720802054497,"score_spread":0.2353769225995266,"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."}}