{"id":"W4387971196","doi":"10.5194/egusphere-2023-1161-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":"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; Atmospheric chemistry; Arctic; Climatology; Ozone; Tropospheric ozone; Atmospheric composition; Greenhouse gas; Meteorology; Atmosphere (unit); Geography; Physics; 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":[],"consensus_categories":[],"category_scores_codex":[0.002544796,0.001001533,0.0009565796,0.001023643,0.002811496,0.004913407,0.002922869,0.0194445,0.219197],"category_scores_gemma":[0.02328767,0.0005546652,0.0014568,0.0008507023,0.002044573,0.003898324,0.00274702,0.01916888,0.1721206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003136399,"about_ca_system_score_gemma":0.003308309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006996636,"about_ca_topic_score_gemma":0.007817039,"domain_scores_codex":[0.9973934,0.0004395165,0.0002310955,0.0005327414,0.0009925667,0.0004107042],"domain_scores_gemma":[0.9938215,0.001500688,0.0002071499,0.0005478446,0.002890277,0.001032521],"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":[0.000008123613,0.000003286594,0.00002432179,0.00001256839,0.000001254019,0.0000331211,0.000006832892,0.00000390465,0.00001794725,0.0002858831,0.9973258,0.002276916],"study_design_scores_gemma":[0.000006814691,0.0000053007,0.0001247906,0.00003663351,0.000001792452,0.00003435239,0.00003781189,0.00001394091,0.00004692904,0.0003369996,0.9993491,0.000005581106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002326873,0.001858039,0.0003150538,0.6254995,0.3148039,0.0001362618,0.0008263055,0.0005618097,0.05576648],"genre_scores_gemma":[0.002375326,0.001113665,0.0002821329,0.6705516,0.08144442,0.0001890156,0.0003299969,0.0003657218,0.2433481],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.219197,"threshold_uncertainty_score":0.7332872,"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."}}