{"id":"W4307208605","doi":"10.5194/bg-2022-152-ac1","title":"Reply on RC1","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; 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":[0.001934096,0.001068664,0.001104851,0.001261338,0.002625715,0.003712442,0.003541201,0.02160312,0.1981708],"category_scores_gemma":[0.02200213,0.0006579073,0.001333018,0.0008825862,0.002038299,0.003970397,0.002804649,0.0198492,0.162781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00292282,"about_ca_system_score_gemma":0.002328532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006103043,"about_ca_topic_score_gemma":0.007396052,"domain_scores_codex":[0.998094,0.000343796,0.0002242877,0.0003528855,0.0007136655,0.0002713085],"domain_scores_gemma":[0.9940853,0.001734315,0.0002538129,0.0003948295,0.002559001,0.000972701],"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":[0.000007143931,0.000003034029,0.00002391091,0.00001515815,0.000001117926,0.00006066825,0.000008192306,0.000003953219,0.00001717461,0.0001719731,0.9974385,0.002249084],"study_design_scores_gemma":[0.000008316583,0.000006455311,0.0001386551,0.00005160864,0.000001916278,0.00008545372,0.00005283114,0.00002025106,0.00005076905,0.0003504215,0.999225,0.00000820026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002031795,0.002085848,0.0002880609,0.6851436,0.2727228,0.0001347069,0.0005479557,0.0006165927,0.03825721],"genre_scores_gemma":[0.00256929,0.001487717,0.000294765,0.7187137,0.08572008,0.0001971398,0.0002837501,0.000321532,0.190412],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1981708,"threshold_uncertainty_score":0.6629474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259789487362555,"score_gpt":0.2377532907319065,"score_spread":0.211774341995651,"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."}}