{"id":"W4290987544","doi":"10.5194/bg-2022-152-rc1","title":"Comment on bg-2022-152","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Environmental science; Hypoxia (environmental); Eutrophication; Nutrient; Estuary; Oceanography; Submarine pipeline; Biogeochemical cycle; Hydrology (agriculture); Ecology; Geology; Oxygen; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003331898,0.00157408,0.001713587,0.001723357,0.002140522,0.007650803,0.002766496,0.02848191,0.05876629],"category_scores_gemma":[0.0132809,0.0006326917,0.002091844,0.003269587,0.001871861,0.002745757,0.002238018,0.01335529,0.05897403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004753285,"about_ca_system_score_gemma":0.006657245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05354243,"about_ca_topic_score_gemma":0.03634244,"domain_scores_codex":[0.997557,0.0001955475,0.0001553201,0.0002889468,0.001449184,0.0003540328],"domain_scores_gemma":[0.9950444,0.00109694,0.0002460192,0.0005626939,0.002588474,0.0004614631],"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":[0.0001050825,0.00002090286,0.0001796902,0.00008213505,0.000009755579,0.0001259097,0.00001762443,0.0001439135,0.000194582,0.001080426,0.9941605,0.003879478],"study_design_scores_gemma":[0.00005152159,0.0000136594,0.002266022,0.000109923,0.00001218621,0.00003826792,0.00003880774,0.0002866732,0.0002438762,0.002440327,0.9944649,0.00003380245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001557061,0.00492172,0.001463432,0.4269146,0.3877721,0.0003983912,0.03190074,0.00360826,0.1414636],"genre_scores_gemma":[0.01569217,0.002786207,0.002476654,0.6604242,0.08241233,0.0007235981,0.01357515,0.001473849,0.2204359],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05876629,"threshold_uncertainty_score":0.1965928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667142645027719,"score_gpt":0.2403581802282439,"score_spread":0.2136867537779667,"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."}}