{"id":"W4388978527","doi":"10.5194/bg-2023-157-ac2","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meltwater; Methane; Oceanography; Water column; Arctic; Tundra; Anaerobic oxidation of methane; Bay; Atmospheric methane; Subarctic climate; Atmosphere (unit); Seawater; Environmental science; Atmospheric sciences; Geology; Environmental chemistry; Chemistry; Glacier; Geography; Greenhouse gas; Geomorphology; Meteorology","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":[0.001886921,0.001018326,0.001066133,0.001280077,0.002635936,0.003904399,0.003275891,0.01865492,0.2593206],"category_scores_gemma":[0.02200256,0.0006073357,0.001277428,0.0009038571,0.001852023,0.003457583,0.002891754,0.01693495,0.1962356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002828273,"about_ca_system_score_gemma":0.002303218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006398323,"about_ca_topic_score_gemma":0.007911853,"domain_scores_codex":[0.9980655,0.0003422573,0.0002019835,0.0003469352,0.0007530657,0.0002902538],"domain_scores_gemma":[0.9939412,0.001594451,0.0002486912,0.0004343538,0.002696418,0.0010849],"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":[0.000008210124,0.000002964644,0.00002308047,0.00001266305,0.000001063721,0.00005538101,0.00000662121,0.000003464864,0.00001693191,0.0001609923,0.9974024,0.002306219],"study_design_scores_gemma":[0.000009357452,0.000006012443,0.000134613,0.00004422405,0.000001895338,0.00006627481,0.0000473871,0.00001919726,0.00005138051,0.0003019596,0.9993104,0.00000727618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002302117,0.001656419,0.0003294569,0.5962343,0.3481116,0.0001512315,0.0007402541,0.0008873825,0.05165923],"genre_scores_gemma":[0.002581947,0.001079493,0.0002844109,0.6379196,0.09854361,0.0002006921,0.0003429601,0.0004217486,0.2586256],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2593206,"threshold_uncertainty_score":0.867514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249491160172715,"score_gpt":0.2832428077173849,"score_spread":0.2507478961156578,"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."}}