{"id":"W4317786940","doi":"10.5194/acp-2022-749-rc1","title":"Comment on acp-2022-749","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":"Environmental Defense Fund; National Aeronautics and Space Administration","keywords":"Methane; Environmental science; Methane emissions; Atmospheric sciences; Atmospheric methane; Emission intensity; Structural basin; Troposphere; Satellite; Emission inventory; Meteorology; Geography; Geology; Chemistry; Physics; Air quality index","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":[],"consensus_categories":[],"category_scores_codex":[0.002151188,0.001039415,0.0009694605,0.001162806,0.003374187,0.004687441,0.002891284,0.02546606,0.252194],"category_scores_gemma":[0.01784676,0.0005847979,0.001456288,0.00174717,0.001831417,0.00321021,0.001779821,0.01515765,0.2120494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00319977,"about_ca_system_score_gemma":0.004545706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03381301,"about_ca_topic_score_gemma":0.03120888,"domain_scores_codex":[0.9979048,0.0001626586,0.0001775171,0.0002401962,0.001106187,0.000408638],"domain_scores_gemma":[0.9938555,0.001343286,0.0002293255,0.0004837695,0.00328973,0.0007982673],"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":[0.00001234842,0.000005670513,0.00003268251,0.00001939847,8.642036e-7,0.0000389503,0.000005930791,0.000006159359,0.00002740224,0.0002869208,0.9978536,0.001710041],"study_design_scores_gemma":[0.00001564029,0.000008471622,0.0003483612,0.00006310895,0.000001857939,0.00001952129,0.00003474806,0.00002594418,0.00006894409,0.0003802124,0.9990245,0.000008686542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005278066,0.001180251,0.0006161223,0.4054837,0.3554229,0.0006419199,0.007080772,0.002861233,0.2261852],"genre_scores_gemma":[0.003479252,0.0009843525,0.0005141898,0.4653041,0.05834522,0.0006491726,0.00218877,0.0008193142,0.4677156],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.252194,"threshold_uncertainty_score":0.8436731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189479731306844,"score_gpt":0.2562935725942276,"score_spread":0.2373455994635432,"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."}}