{"id":"W4224050180","doi":"10.5194/acp-2022-155-rc1","title":"Comment on acp-2022-155","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":"Robertson Foundation; National Aeronautics and Space Administration","keywords":"Methane; Methane emissions; Atmospheric methane; Structural basin; Emission inventory; Environmental science; Inversion (geology); Satellite; Fossil fuel; Troposphere; Atmospheric sciences; Geology; Meteorology; Geography; Geomorphology; Chemistry; Air quality index","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":[],"consensus_categories":[],"category_scores_codex":[0.002727061,0.0007599373,0.0007969311,0.001255895,0.003068051,0.003862954,0.002398871,0.02247559,0.06541464],"category_scores_gemma":[0.02611742,0.0004242898,0.001135044,0.00147082,0.001732064,0.002751247,0.001484214,0.01443632,0.05969205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003679077,"about_ca_system_score_gemma":0.007260052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04823425,"about_ca_topic_score_gemma":0.04678035,"domain_scores_codex":[0.9968463,0.0001984474,0.0002712157,0.0003281901,0.001924002,0.0004318517],"domain_scores_gemma":[0.9891686,0.002151411,0.0003523249,0.000741505,0.006591438,0.0009947238],"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":[0.00001350776,0.000006024533,0.00007641911,0.00003182049,0.000001633603,0.0000954241,0.00001377968,0.00001387283,0.00005252544,0.0006106618,0.9965926,0.002491709],"study_design_scores_gemma":[0.000008977474,0.000004686788,0.0004587384,0.00004484202,0.00000220523,0.00002986513,0.00002664576,0.0000318009,0.00007766463,0.0003661964,0.9989405,0.000007857004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007654318,0.002100983,0.0006750984,0.5471029,0.3296869,0.00040382,0.004227477,0.001274278,0.113763],"genre_scores_gemma":[0.006931191,0.001993482,0.0008727195,0.5843895,0.08541414,0.0006061772,0.001905432,0.0005445485,0.3173428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06541464,"threshold_uncertainty_score":0.2188337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382496484901415,"score_gpt":0.2427493505146029,"score_spread":0.2289243856655888,"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."}}