{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009170083,0.00008908186,0.0001817279,0.00002908886,0.0001090017,0.00009112415,0.0001615631,0.00004620842,0.005425803],"category_scores_gemma":[0.00006703049,0.00006866184,0.0000580309,0.0001120923,0.0001974832,0.0004013463,0.0003331476,0.0001763435,0.00002543652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004382268,"about_ca_system_score_gemma":0.000006703205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009047839,"about_ca_topic_score_gemma":0.0001017376,"domain_scores_codex":[0.9988205,0.00006661699,0.000363441,0.0001147117,0.0003282278,0.0003065299],"domain_scores_gemma":[0.9995128,0.00008761647,0.00016255,0.0001278473,0.00002074242,0.00008843643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008593719,0.00007363439,0.9663679,0.0000332264,0.000005441054,0.00004808556,0.00004721354,0.00001524185,0.0005205323,0.0002759602,0.009280331,0.02324648],"study_design_scores_gemma":[0.0005805001,0.0002637447,0.6498249,0.00001273184,0.00002030935,0.0002111199,0.00006592218,0.0003021877,0.0002913619,0.004555774,0.3436992,0.0001722596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5594018,0.00000537541,0.00003600731,0.001691203,0.00008860901,0.0000527954,0.000008110881,0.000008387731,0.4387078],"genre_scores_gemma":[0.9940025,0.001631011,0.002587403,0.0005509794,0.0002552105,0.000003142032,0.000003692111,0.00002184546,0.0009441815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4377636,"threshold_uncertainty_score":0.9954834,"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."}}