{"id":"W2069458725","doi":"10.1080/19425120.2012.675985","title":"Anomalous Ocean Conditions May Explain the Recent Extreme Variability in Fraser River Sockeye Salmon Production","year":2012,"lang":"en","type":"article","venue":"Marine and Coastal Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"National Oceanic and Atmospheric Administration","keywords":"Oncorhynchus; Fishery; Stock (firearms); Oceanography; Juvenile; Fish stock; Environmental science; Geography; Biology; Fish <Actinopterygii>; Ecology; 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":[],"category_scores_codex":[0.0004666623,0.0001071118,0.0001005033,0.00001528648,0.000295016,0.00001608403,0.0000708868,0.00003764654,0.002635765],"category_scores_gemma":[0.00009642589,0.00008037163,0.00001696694,0.0001272049,0.000479397,0.0003792774,0.0005575692,0.0001026539,0.0000346616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000372719,"about_ca_system_score_gemma":0.000002639063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005814429,"about_ca_topic_score_gemma":0.009218,"domain_scores_codex":[0.9992273,0.000113773,0.0001292884,0.0001986083,0.00009120011,0.000239804],"domain_scores_gemma":[0.9997127,0.00005829981,0.00003658071,0.0001530478,0.000005553404,0.00003383267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002440684,0.0001246302,0.9468607,0.000007497106,0.00001060756,0.000001766541,0.0007557445,0.000003676787,0.000009298172,0.0001536292,0.0461862,0.005861856],"study_design_scores_gemma":[0.0001243008,0.00002979014,0.8962446,0.000001637247,0.00001280477,0.000002161781,0.0007475563,0.0000105577,0.00003311272,0.00222754,0.1004741,0.00009175524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453478,0.000007191752,0.00001893752,0.005976007,0.0002195843,0.0002590454,0.000006507988,0.00003227211,0.04813258],"genre_scores_gemma":[0.9953344,0.0001332915,0.00008993683,0.0005497335,0.00005407528,0.00004039715,0.00002287865,0.000005731875,0.003769549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05428792,"threshold_uncertainty_score":0.9982759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459041261362575,"score_gpt":0.2051163254969837,"score_spread":0.1905259128833579,"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."}}