{"id":"W2050368832","doi":"10.1175/jcli3898.1","title":"Climate Variability, Fish, and Fisheries","year":2006,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":460,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Pelagic zone; Groundfish; Population dynamics of fisheries; Fishing; Fisheries science; Pacific decadal oscillation; Fishery; Population; Fish stock; Climate change; Fisheries management; Environmental science; Abundance (ecology); Geography; Coastal fish; Anchovy; Sea surface temperature; Oceanography; Fish <Actinopterygii>; Ecology; Biology; Coral reef fish","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":[0.0004239662,0.0001963413,0.0001977169,0.0009756553,0.0002712953,0.0009596802,0.0001466385,0.0002821024,0.003196554],"category_scores_gemma":[0.00146504,0.00008434616,0.0002386677,0.001589164,0.0004564392,0.0005114558,0.000709642,0.0004479706,0.0003390757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005232802,"about_ca_system_score_gemma":0.0002901343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006916325,"about_ca_topic_score_gemma":0.005094047,"domain_scores_codex":[0.9997944,0.00006280962,0.0000120614,0.00007042862,0.00003421958,0.00002606786],"domain_scores_gemma":[0.9991829,0.0002808824,0.0002359221,0.00003958356,0.0001266833,0.0001339344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007110027,0.00005161297,0.9019681,0.0001842877,0.0006041783,0.0002358863,0.0001923811,0.007147599,0.0005348849,0.01493914,0.01043447,0.06363637],"study_design_scores_gemma":[0.000007967776,0.0000421012,0.9506583,0.0001313571,0.00009556876,0.0001282361,0.0003941208,0.006256329,0.0001306973,0.02390729,0.01821932,0.00002864532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8317094,0.08729529,0.004588405,0.01843239,0.0009671621,0.00002582838,0.006758603,0.0001636001,0.05005929],"genre_scores_gemma":[0.9897898,0.006844799,0.0002859911,0.0004175424,0.0003878817,0.000008485143,0.0005408108,0.000009034644,0.001715754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006916325,"threshold_uncertainty_score":0.0137521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009543865529651929,"score_gpt":0.2431354117420221,"score_spread":0.2335915462123702,"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."}}