{"id":"W3206063574","doi":"10.1111/gcb.15895","title":"Marine and freshwater regime changes impact a community of migratory Pacific salmonids in decline","year":2021,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Forests; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Freshwater Fisheries Society of British Columbia","keywords":"Oncorhynchus; Productivity; Fish migration; Ecosystem; Fishery; Marine ecosystem; Regime shift; Population; Ecology; Density dependence; Geography; Environmental science; Biology; Habitat; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004380847,0.0001568746,0.0002037444,0.0005881733,0.0005848681,0.0006782693,0.0002671749,0.0002443402,0.001076917],"category_scores_gemma":[0.001417835,0.0001512355,0.0003146656,0.0005598987,0.0004674142,0.0004825934,0.0008445196,0.0002755083,0.0001113451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007963136,"about_ca_system_score_gemma":0.0007240463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04660512,"about_ca_topic_score_gemma":0.08892021,"domain_scores_codex":[0.9998259,0.00002765734,0.00001673642,0.00006534768,0.00003651841,0.00002796004],"domain_scores_gemma":[0.9995289,0.00004680521,0.0002160323,0.00002871207,0.0001024409,0.00007705946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002727946,0.00002044072,0.9865397,0.00002003726,0.00007312779,0.00005817553,0.0003230496,0.001277419,0.002814002,0.0002405995,0.0002660861,0.00834009],"study_design_scores_gemma":[0.000001589614,0.00002801517,0.996721,0.000007618339,0.00001923447,0.00003783118,0.0003947385,0.001889935,0.00009676316,0.0002205728,0.0005774816,0.000005262214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983782,0.00007189806,0.0003835193,0.00006561243,0.000002439628,0.000004481838,0.0001988138,0.00001444367,0.0008806988],"genre_scores_gemma":[0.9990343,0.0001003916,0.0002281357,0.00003907903,0.000004849739,0.00000627309,0.0003236939,0.000003277428,0.0002600169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04660512,"threshold_uncertainty_score":0.0926677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321404804308973,"score_gpt":0.3083705733653244,"score_spread":0.2651565253222347,"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."}}