{"id":"W6920663064","doi":"10.60692/jm4qf-qyh41","title":"Reply on RC2","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Methane emissions; Methane; Atmospheric methane; Troposphere; Inversion (geology); Emission inventory; Satellite","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":[0.002637426,0.0009905027,0.0009697423,0.001020976,0.00246063,0.00380809,0.003006984,0.02237863,0.07982771],"category_scores_gemma":[0.02071596,0.0005330479,0.001371658,0.0007947285,0.002232034,0.003838434,0.002277214,0.02590762,0.0722978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00352816,"about_ca_system_score_gemma":0.003209978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008405443,"about_ca_topic_score_gemma":0.00887536,"domain_scores_codex":[0.9976614,0.0004121489,0.0002565566,0.0004910805,0.0008352614,0.0003436242],"domain_scores_gemma":[0.9949651,0.001549025,0.0001858042,0.0004254998,0.002074562,0.0007998722],"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":[0.00001329682,0.000004415738,0.00005006696,0.00001782269,0.000002866951,0.00007055506,0.00001086217,0.00000608101,0.00002312781,0.0004383492,0.9968066,0.002556042],"study_design_scores_gemma":[0.00001094139,0.000006016995,0.0002294771,0.00005010374,0.000003514877,0.0000714635,0.00004285334,0.00001609359,0.00006129988,0.0005728565,0.9989259,0.000009521998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002165806,0.002502938,0.0002213276,0.7305407,0.2465968,0.00007800801,0.0005961566,0.0002370986,0.01901039],"genre_scores_gemma":[0.002510761,0.001424838,0.000218985,0.8262728,0.08199882,0.0001517121,0.0002350785,0.0001316285,0.08705539],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9201723,"threshold_uncertainty_score":0.2670503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212614149483753,"score_gpt":0.1683998377913767,"score_spread":0.1562736962965392,"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."}}