{"id":"W2808207661","doi":"10.1146/annurev-marine-010318-095138","title":"Biogeochemical Controls on Coastal Hypoxia","year":2018,"lang":"en","type":"review","venue":"Annual Review of Marine Science","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":417,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hypoxia (environmental); Biogeochemical cycle; Anoxic waters; Upwelling; Nutrient; Environmental science; Estuary; Ecology; Oceanography; Oxygen; Biology; Geology; Chemistry","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":[0.0003299051,0.0005201845,0.0006214444,0.001029038,0.0002937871,0.000930125,0.0005574155,0.000641425,0.001857911],"category_scores_gemma":[0.0005678908,0.0001645949,0.0003972764,0.001156738,0.0004185052,0.0007158639,0.0007069471,0.0006211086,0.0004647878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000714481,"about_ca_system_score_gemma":0.001388917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043956,"about_ca_topic_score_gemma":0.004482723,"domain_scores_codex":[0.9998902,0.00002157589,0.00001513359,0.00002423184,0.00002926756,0.00001947532],"domain_scores_gemma":[0.9998482,0.00005113586,0.0000338937,0.000004899723,0.00004321371,0.00001861634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001253455,0.00006256955,0.003924693,0.04496555,0.0003830866,0.0009563356,0.0005326103,0.002529462,0.01599483,0.02734523,0.02749164,0.8756886],"study_design_scores_gemma":[0.00001168781,0.0001221312,0.01004036,0.00620835,0.0002789918,0.001446541,0.0004154646,0.000321485,0.004099614,0.006249589,0.9707662,0.00003952303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001612313,0.994752,0.0002935506,0.0004051294,0.0001845138,0.000007559619,0.00007201606,0.00001120608,0.002661532],"genre_scores_gemma":[0.007934509,0.9910135,0.0001554341,0.000143737,0.0001008108,0.000008225427,0.00006409015,0.000001869453,0.0005777974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003043956,"threshold_uncertainty_score":0.006215334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939121067679815,"score_gpt":0.279732467305725,"score_spread":0.2603412566289268,"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."}}