{"id":"W3005090438","doi":"10.1111/fog.12469","title":"Time‐varying relationships between ocean conditions and sockeye salmon productivity","year":2020,"lang":"en","type":"article","venue":"Fisheries Oceanography","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; Alaska Department of Fish and Game; Simon Fraser University; Massachusetts Department of Fish and Game","keywords":"Pacific decadal oscillation; Oncorhynchus; Ocean gyre; Productivity; Sea surface temperature; Oceanography; Environmental science; Pacific ocean; Fishery; Fish stock; Ecosystem; Marine ecosystem; Regime shift; Fish <Actinopterygii>; Ecology; Biology; Geology; Subtropics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009519528,0.0001532742,0.0001107758,0.0004808481,0.0001603465,0.000482575,0.0001300699,0.0002124261,0.001134533],"category_scores_gemma":[0.002602273,0.0001261357,0.0002537385,0.0006288388,0.0002757669,0.0003630908,0.0002724038,0.000258933,0.0001067757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676405,"about_ca_system_score_gemma":0.0002979451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02689487,"about_ca_topic_score_gemma":0.0514035,"domain_scores_codex":[0.9998339,0.00004597049,0.00001762353,0.00004909852,0.00002158466,0.00003171563],"domain_scores_gemma":[0.9978733,0.0008779152,0.0006793533,0.0001217722,0.000276467,0.000171163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001450408,0.00000404272,0.9985683,0.000003544224,0.00005947797,0.00001215977,0.00003091827,0.0002839471,0.0002611352,0.00002158713,0.00002836143,0.0007119732],"study_design_scores_gemma":[5.289729e-7,0.000007691509,0.9994233,0.000001243839,0.000009729852,0.000007410847,0.00006335929,0.0003833768,0.00003948325,0.00001940671,0.00004308508,0.000001295251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993166,0.00009376461,0.00009243549,0.00002530125,0.000003704245,7.708535e-7,0.0002278949,0.000002116481,0.0002374609],"genre_scores_gemma":[0.9996887,0.00003881579,0.00002373669,0.000006363616,0.000002623197,6.79086e-7,0.0001603631,6.839496e-7,0.00007789696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689487,"threshold_uncertainty_score":0.05347663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367446065178182,"score_gpt":0.2336645491241436,"score_spread":0.1999900884723617,"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."}}