{"id":"W4389331414","doi":"10.5194/egusphere-2023-2456-rc1","title":"Comment on egusphere-2023-2456","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":"Horizon 2020 Framework Programme; Goddard Space Flight Center; Sorbonne Université; Centre National de la Recherche Scientifique; Belgian Federal Science Policy Office; Centre National d’Etudes Spatiales; Conseil Régional, Île-de-France; Fonds De La Recherche Scientifique - FNRS; Bundesministerium für Bildung und Forschung; European Commission; National Institute of Water and Atmospheric Research; National Aeronautics and Space Administration; European Space Agency; University of Wollongong","keywords":"Isoprene; Omega; Fourier transform infrared spectroscopy; Ozone; Trace gas; Atmospheric sciences; Environmental science; Formaldehyde; Meteorology; Analytical Chemistry (journal); Physics; Chemistry; Environmental chemistry; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001920547,0.0009797795,0.0009752728,0.001220565,0.003016387,0.004217033,0.002426698,0.02066253,0.3829634],"category_scores_gemma":[0.01106833,0.0005105248,0.00153484,0.001477882,0.001483647,0.002779028,0.002180049,0.01063367,0.278865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304968,"about_ca_system_score_gemma":0.002892734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02278275,"about_ca_topic_score_gemma":0.02669954,"domain_scores_codex":[0.9984256,0.000107236,0.0001229813,0.0001741838,0.0008668041,0.0003032025],"domain_scores_gemma":[0.9962869,0.0007600304,0.0001557694,0.0003613883,0.001812735,0.000623098],"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":[0.00002295702,0.00001042406,0.00004320859,0.00002601951,0.000001434829,0.00005124692,0.000006756125,0.000006345987,0.00005571944,0.0003628282,0.996466,0.002947009],"study_design_scores_gemma":[0.00002081445,0.00001037738,0.0003255108,0.00005189937,0.000001940445,0.00001490141,0.00002731018,0.00002117563,0.00008703676,0.0003678027,0.9990643,0.000006997546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0006205995,0.001097025,0.0006190821,0.2986586,0.3870855,0.0006122343,0.008208087,0.003450395,0.2996485],"genre_scores_gemma":[0.00257004,0.0006475116,0.0003938286,0.3558395,0.04923418,0.0003274629,0.002246252,0.000926453,0.5878147],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3829634,"threshold_uncertainty_score":0.8801278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187574808472866,"score_gpt":0.2537444885246043,"score_spread":0.2349870076773177,"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."}}