{"id":"W6920469876","doi":"10.60692/brh91-38511","title":"Reply on RC1","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","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":[0.003151557,0.0009870107,0.001031652,0.001092361,0.002604032,0.003813412,0.003275228,0.02503692,0.07227624],"category_scores_gemma":[0.02587635,0.00058083,0.001433955,0.0008871829,0.002526307,0.004203527,0.002349328,0.02922034,0.06816585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004043297,"about_ca_system_score_gemma":0.003742767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009704626,"about_ca_topic_score_gemma":0.009288767,"domain_scores_codex":[0.9973031,0.0004930058,0.0003226064,0.0005763635,0.0009110785,0.0003938039],"domain_scores_gemma":[0.9933509,0.002163734,0.0002479755,0.0005154593,0.002777894,0.0009440103],"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":[0.00001158166,0.000003832783,0.00004880394,0.00001907661,0.000002725174,0.00006510665,0.00001306544,0.000005301501,0.00001941477,0.0004337015,0.9970125,0.002364765],"study_design_scores_gemma":[0.00001133688,0.000006754166,0.0002724138,0.00006861323,0.000004111223,0.00008498345,0.00005553476,0.00001595995,0.00006169784,0.00068723,0.9987197,0.00001177878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001721849,0.002367694,0.0001835297,0.7892967,0.1928939,0.00006223583,0.0005105636,0.0001812824,0.01433196],"genre_scores_gemma":[0.002126904,0.001364478,0.0001845771,0.8688088,0.06893878,0.00012766,0.0001973871,0.0001001414,0.05815129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9277238,"threshold_uncertainty_score":0.2417881,"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."}}