{"id":"W4322627381","doi":"10.5194/egusphere-2023-74-rc1","title":"Comment on egusphere-2023-74","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":"Oceanography; Methane; Arctic; Anaerobic oxidation of methane; Bay; Water column; Meltwater; Seawater; Atmospheric methane; Environmental chemistry; Geology; Environmental science; Chemistry; Glacier; Geomorphology; Greenhouse gas","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":[0.001553219,0.001037163,0.001101418,0.001753749,0.002874796,0.004235758,0.002401473,0.01416069,0.5446474],"category_scores_gemma":[0.009295015,0.0005395804,0.001496395,0.002042114,0.001385405,0.002547566,0.00233619,0.007667536,0.4159025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300773,"about_ca_system_score_gemma":0.002527227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02868167,"about_ca_topic_score_gemma":0.03336046,"domain_scores_codex":[0.998732,0.0000834587,0.000100238,0.0001362128,0.000680355,0.0002677978],"domain_scores_gemma":[0.9954626,0.0007275656,0.0001722408,0.0004565742,0.002365585,0.0008155621],"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":[0.00002290944,0.00001150599,0.0000448451,0.00003285459,0.000001331026,0.00003907048,0.000004858319,0.000006531669,0.00004800791,0.0002302144,0.9956773,0.003880465],"study_design_scores_gemma":[0.00002326282,0.00001115925,0.0004627789,0.00007045903,0.00000179742,0.00001253446,0.00002581773,0.00002074246,0.00008397915,0.0002302466,0.9990489,0.000008233776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0006305503,0.0009789579,0.0005740832,0.1565631,0.4152107,0.0008658912,0.01212875,0.004656149,0.4083918],"genre_scores_gemma":[0.002186668,0.0006177974,0.0003706334,0.1484507,0.04273941,0.0004048719,0.003318012,0.001185279,0.8007267],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5446474,"threshold_uncertainty_score":0.6495052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152069529351697,"score_gpt":0.2799945603924569,"score_spread":0.2484738650989399,"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."}}