{"id":"W4387444525","doi":"10.5194/egusphere-2023-1538-rc2","title":"Comment on egusphere-2023-1538","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":"Dalhousie University; Bedford Institute of Oceanography; Geological Survey of Canada; Université du Québec à Rimouski; University of New Brunswick","funders":"","keywords":"Canyon; Oceanography; Submarine canyon; Diatom; Sediment trap; Geology; Sediment; Estuary; Submarine pipeline; Bloom; Continental shelf; Environmental science; Water column; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001143866,0.0007575629,0.0006330819,0.00108146,0.002426915,0.002629403,0.001802858,0.01215662,0.5002195],"category_scores_gemma":[0.006580464,0.0004238397,0.0008565497,0.001010968,0.001106461,0.001962088,0.001794817,0.006100903,0.3335131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353651,"about_ca_system_score_gemma":0.002241238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04050574,"about_ca_topic_score_gemma":0.05574346,"domain_scores_codex":[0.9991331,0.00005169373,0.00006183426,0.00009601496,0.000463235,0.0001942814],"domain_scores_gemma":[0.9968123,0.0004341876,0.0001089039,0.0002553998,0.001708706,0.0006805559],"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":[0.00001707265,0.000008575168,0.00005805965,0.00001916996,8.125664e-7,0.00004455028,0.000005682474,0.000005260103,0.00004841291,0.0001821527,0.9966024,0.003007706],"study_design_scores_gemma":[0.00001357177,0.000007135896,0.0004020883,0.00003992039,0.000001047631,0.00001238827,0.00002971774,0.00001538192,0.00006966151,0.0001460836,0.9992571,0.000005870753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0009452678,0.00096377,0.0006421201,0.2302537,0.344446,0.0006992838,0.008691299,0.003631381,0.4097272],"genre_scores_gemma":[0.002840631,0.0004756501,0.0002765429,0.1306252,0.02900642,0.0001990273,0.00178045,0.0006474121,0.8341487],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5002195,"threshold_uncertainty_score":0.7128763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314429322838031,"score_gpt":0.2801808176221242,"score_spread":0.2487378853383211,"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."}}