{"id":"W4385728662","doi":"10.5194/egusphere-2023-1161-rc1","title":"Comment on egusphere-2023-1161","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":"Environment and Climate Change Canada; University of Toronto","funders":"Eurostars; Canadian Space Agency; Environment and Climate Change Canada; Ministry of Environment; Ministry of Land, Infrastructure, Transport and Tourism; Centre National d’Etudes Spatiales; Government of Canada; Grand Équipement National De Calcul Intensif; Environmental Restoration and Conservation Agency; Nova Scotia Research Innovation Trust; Ontario Innovation Trust","keywords":"Trace gas; Troposphere; Atmospheric sciences; Environmental science; Arctic; Climatology; Atmospheric chemistry; Ozone; Atmospheric composition; Greenhouse gas; Tropospheric ozone; Meteorology; Atmosphere (unit); Geography; Geology; Oceanography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002220534,0.0009162723,0.0008931247,0.001110099,0.002369699,0.004064083,0.002093243,0.01865641,0.3157118],"category_scores_gemma":[0.009038882,0.0004136198,0.001578668,0.001512101,0.001193384,0.002504898,0.00203285,0.008662622,0.2036614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002875679,"about_ca_system_score_gemma":0.003456894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03254769,"about_ca_topic_score_gemma":0.03730641,"domain_scores_codex":[0.9984624,0.0001053536,0.0001050441,0.0001551782,0.0008464842,0.0003254395],"domain_scores_gemma":[0.9962333,0.0007295958,0.0001663975,0.0003467949,0.001938166,0.0005858265],"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":[0.00003255644,0.00001137747,0.00007186327,0.00003905782,0.000001612516,0.00004046729,0.000006563502,0.0000109173,0.000070875,0.0004081618,0.9966653,0.002641281],"study_design_scores_gemma":[0.00002458052,0.00001219477,0.0006274758,0.00006329205,0.000002449633,0.00001203595,0.00003150803,0.00002773153,0.0001121024,0.00036681,0.9987102,0.000009664107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001107995,0.001517888,0.0007833496,0.3078327,0.3436335,0.0008475297,0.02437399,0.003662126,0.3162409],"genre_scores_gemma":[0.004468457,0.0008619763,0.0006474975,0.4290471,0.0419075,0.0005264013,0.006209399,0.001209302,0.5151224],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3157118,"threshold_uncertainty_score":0.976054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875332765404929,"score_gpt":0.2538364749132089,"score_spread":0.2350831472591596,"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."}}