{"id":"W4288058741","doi":"10.5194/bg-2021-358-rc2","title":"Comment on bg-2021-358","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":"Ministry of Water Resources; National Natural Science Foundation of China-Guangdong Joint Fund; National Natural Science Foundation of China","keywords":"Eutrophication; Environmental science; Deoxygenation; Biogeochemical cycle; Estuary; Nutrient; Oceanography; Atmospheric sciences; Environmental chemistry; Ecology; Chemistry; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002144774,0.001523595,0.001513185,0.00207752,0.00181021,0.005962004,0.002645455,0.01719132,0.1306708],"category_scores_gemma":[0.01153423,0.0006136128,0.00168385,0.00331591,0.001618392,0.002519374,0.00200297,0.008784804,0.1157741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003874447,"about_ca_system_score_gemma":0.004319609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.050278,"about_ca_topic_score_gemma":0.0335875,"domain_scores_codex":[0.997968,0.0001503051,0.0001206918,0.0002145101,0.001270544,0.0002759554],"domain_scores_gemma":[0.9947664,0.00101474,0.0003099972,0.0004478271,0.002975425,0.0004856414],"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":[0.00004617423,0.000009993499,0.00008767486,0.00004706918,0.000003624732,0.00004164685,0.00000768776,0.0000623353,0.00009966863,0.0003184983,0.9969774,0.002298032],"study_design_scores_gemma":[0.00004998528,0.00001363089,0.00212409,0.0001253267,0.000009051946,0.00002453444,0.00004734312,0.000235668,0.0002893951,0.001241183,0.9958098,0.00003003546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001372757,0.002824252,0.001026345,0.3748965,0.4631353,0.0004006294,0.04483567,0.004890456,0.1066181],"genre_scores_gemma":[0.0159268,0.003013106,0.002395069,0.4802368,0.1363827,0.0006820944,0.02489251,0.002516694,0.3339542],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1306708,"threshold_uncertainty_score":0.4371375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695489354609987,"score_gpt":0.2400801607247866,"score_spread":0.2131252671786867,"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."}}