{"id":"W4388509016","doi":"10.5194/egusphere-2023-2246-rc1","title":"Comment on egusphere-2023-2246","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":"GHGSat (Canada)","funders":"National Physical Laboratory; Natural Environment Research Council; Met Office; Government of the United Kingdom; University of Bristol; European Space Agency","keywords":"Greenhouse gas; Environmental science; Satellite; Methane; Fossil fuel; Atmospheric sciences; Meteorology; Geography; Geology; Oceanography; Physics; Chemistry","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":[0.001744057,0.0008113914,0.0008173937,0.001029359,0.002794403,0.003692876,0.002065462,0.0183245,0.4447511],"category_scores_gemma":[0.01003693,0.0004381504,0.001321036,0.001276299,0.001274269,0.002765117,0.002205758,0.00898666,0.2848846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002660863,"about_ca_system_score_gemma":0.002721654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02839297,"about_ca_topic_score_gemma":0.03685606,"domain_scores_codex":[0.9987495,0.00008617577,0.00009177826,0.0001264833,0.0006656135,0.0002803552],"domain_scores_gemma":[0.9966344,0.0007510331,0.0001510908,0.000290746,0.001544063,0.0006287015],"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":[0.00002171216,0.000009187223,0.00005239903,0.00002755448,0.000001030089,0.00004680305,0.00000642049,0.000006744348,0.0000465932,0.0003613868,0.9968316,0.002588643],"study_design_scores_gemma":[0.00001862387,0.000009141527,0.0003795124,0.00004931326,0.00000146743,0.00001296304,0.00002958676,0.00001778109,0.00007884657,0.0002807105,0.9991145,0.000007704291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008960138,0.001080898,0.0007120162,0.2815257,0.279187,0.0007935729,0.01450988,0.004340079,0.4169549],"genre_scores_gemma":[0.003185988,0.0005869782,0.0003647131,0.2942294,0.02650393,0.0003717958,0.00307357,0.001091476,0.6705923],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4447511,"threshold_uncertainty_score":0.7919951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877905873906871,"score_gpt":0.2538380934042071,"score_spread":0.2350590346651384,"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."}}