{"id":"W2624953994","doi":"10.1002/ecs2.1846","title":"High salmon density and low discharge create periodic hypoxia in coastal rivers","year":2017,"lang":"en","type":"article","venue":"Ecosphere","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Australian Government; Nature Conservancy; Alaska Department of Fish and Game; National Park Service; Massachusetts Department of Fish and Game","keywords":"Hypoxia (environmental); Environmental science; Discharge; Oncorhynchus; Streamflow; Snow; Precipitation; STREAMS; Hydrology (agriculture); Fishery; Ecology; Oceanography; Oxygen; Biology; Geography; Fish <Actinopterygii>; Drainage basin; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009492141,0.00009268113,0.00012338,0.00000498908,0.0005195306,0.00003986765,0.0001520633,0.0000423145,0.003048235],"category_scores_gemma":[0.00003135294,0.00008602116,0.0000175143,0.00001860603,0.0003147935,0.0002505275,0.0005407926,0.00007810004,0.0007989816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003400229,"about_ca_system_score_gemma":0.000001983339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120794,"about_ca_topic_score_gemma":0.05293201,"domain_scores_codex":[0.9994156,0.00001673914,0.0000751104,0.0002309677,0.00006606297,0.0001954905],"domain_scores_gemma":[0.9996859,0.0000126768,0.00005599688,0.0002038014,0.000001575998,0.00004008076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002047556,0.00003863618,0.9600067,0.000007298404,0.00001046439,0.00003955137,0.0001692706,0.00001719702,0.00005824067,0.0001080487,0.03844814,0.001075995],"study_design_scores_gemma":[0.0003998256,0.00003623817,0.9970328,0.000006932798,0.000007988586,0.000001191139,0.0001098594,0.00009169993,0.00006214053,0.0005979404,0.001551122,0.0001022118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391677,0.000009106315,0.000006446861,0.0007385002,0.0001204168,0.0001132271,0.000004201131,0.00001552193,0.05982492],"genre_scores_gemma":[0.9950439,0.00009214537,0.0001912032,0.0001673007,0.0000131367,0.00000808093,0.000002162018,0.00000507099,0.004477025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05587622,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005735057379533657,"score_gpt":0.1944908903697752,"score_spread":0.1887558329902415,"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."}}