{"id":"W4387442217","doi":"10.5194/egusphere-2023-1431-rc2","title":"Comment on egusphere-2023-1431","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":"","funders":"National Oceanic and Atmospheric Administration; Nuclear Safety and Security Commission; National Aeronautics and Space Administration","keywords":"Environmental science; Tundra; Boreal; Atmospheric sciences; Ozone Monitoring Instrument; Ozone; Climatology; Arctic; Oceanography; Meteorology; Geography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002604727,0.0008623559,0.0009283433,0.001852141,0.002728464,0.003839707,0.002259955,0.01373264,0.3575787],"category_scores_gemma":[0.02121475,0.0004374927,0.001274545,0.001652124,0.001281281,0.003370255,0.001994446,0.006380432,0.2584008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532959,"about_ca_system_score_gemma":0.003562951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02172918,"about_ca_topic_score_gemma":0.02804726,"domain_scores_codex":[0.997517,0.0001560428,0.0001990301,0.0002193986,0.001556146,0.0003524683],"domain_scores_gemma":[0.9873155,0.001688894,0.0004223924,0.0008430692,0.008098881,0.001631178],"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":[0.00001147087,0.000005908257,0.00003489043,0.00003071799,8.966275e-7,0.00003604194,0.000004489068,0.00000509345,0.00003269505,0.0002129299,0.9969721,0.002652659],"study_design_scores_gemma":[0.00001471573,0.000006920745,0.0003187065,0.00005846197,0.000001491229,0.00001460292,0.00002266521,0.00001855648,0.00006461794,0.0001839508,0.9992889,0.000006468796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005292975,0.001251318,0.0005738808,0.2807177,0.5040541,0.0006992569,0.006963834,0.002937502,0.2022731],"genre_scores_gemma":[0.003258392,0.001404283,0.0005502115,0.1866069,0.08787818,0.0003970016,0.003253612,0.001225782,0.7154257],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3575787,"threshold_uncertainty_score":0.916336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876693215432736,"score_gpt":0.2538764742830572,"score_spread":0.2351095421287298,"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."}}