{"id":"W4281913491","doi":"10.5194/acp-2022-120-ac1","title":"Reply on CC1","year":2022,"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":"","funders":"Eurostars; Australian Research Council; Canadian Space Agency; Centre National de la Recherche Scientifique; Ministry of Business, Innovation and Employment; Université de La Réunion; Centre National d’Etudes Spatiales; California Institute of Technology; European Commission; Canadian Foundation for Climate and Atmospheric Sciences; Ontario Innovation Trust; Government of Canada; Conseil Régional, Île-de-France; National Aeronautics and Space Administration; Sorbonne Université; Nova Scotia Research Innovation Trust","keywords":"Environmental science; Atmospheric sciences; Carbon monoxide; Carbon dioxide; Inversion (geology); Combustion; Carbon flux; Prior probability; Mixing ratio; Meteorology; Ecosystem; Chemistry; Statistics; Mathematics; Geology; Geography; Bayesian probability","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896342,0.0009192769,0.0009489016,0.001009663,0.002259416,0.004075226,0.001956061,0.01560129,0.2874455],"category_scores_gemma":[0.01682719,0.0003842924,0.001208105,0.0008617501,0.001525032,0.002492716,0.002043662,0.01145775,0.1827627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022333,"about_ca_system_score_gemma":0.002716069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005529134,"about_ca_topic_score_gemma":0.005725654,"domain_scores_codex":[0.9981484,0.0002434869,0.0001811835,0.0003473062,0.0006638973,0.0004156481],"domain_scores_gemma":[0.9966862,0.0008405661,0.0001360843,0.0003528798,0.001402918,0.0005813499],"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":[0.00001920334,0.000006472874,0.00005445274,0.00002656843,0.000001901829,0.00006077853,0.000009085571,0.000008620228,0.00004645705,0.0008761486,0.9940127,0.00487752],"study_design_scores_gemma":[0.00001182094,0.000006716395,0.0002244653,0.00006030493,0.000001690823,0.0000420293,0.00002893633,0.00002606016,0.00007839321,0.0005758622,0.9989366,0.000007137983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000543066,0.002515841,0.0006289444,0.4285437,0.4165873,0.0003055959,0.002905243,0.0009911702,0.1469792],"genre_scores_gemma":[0.006371211,0.002054614,0.0005286054,0.3873822,0.1290288,0.0005385775,0.001530843,0.0007191796,0.471846],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2874455,"threshold_uncertainty_score":0.9616011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307131066136812,"score_gpt":0.239477557127776,"score_spread":0.2264062464664079,"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."}}