{"id":"W3193727092","doi":"10.1111/fme.12511","title":"Management implications of shifting baselines in fish stock assessments","year":2021,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Stock assessment; Fish stock; Stock (firearms); Fishery; Fisheries management; Environmental resource management; Fish <Actinopterygii>; Economics; Geography; Fishing; Biology","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":[0.0456713,0.0003261825,0.0004056519,0.001825622,0.001108046,0.001873658,0.001064078,0.0008937875,0.001599025],"category_scores_gemma":[0.1740464,0.0002374799,0.000475867,0.001835928,0.001135304,0.003023761,0.001871483,0.001186545,0.000240826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003289104,"about_ca_system_score_gemma":0.001801983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212863,"about_ca_topic_score_gemma":0.01700653,"domain_scores_codex":[0.9703586,0.01652877,0.002728091,0.002423745,0.007225913,0.00073487],"domain_scores_gemma":[0.8856519,0.063652,0.02135857,0.01013671,0.01795493,0.001245988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001068871,0.0004796098,0.4657669,0.0004365603,0.0005312884,0.0006437026,0.003159722,0.07565218,0.00609136,0.01587406,0.008529239,0.4217665],"study_design_scores_gemma":[0.0001193887,0.001863268,0.8016772,0.001429899,0.0004461001,0.0006903438,0.007391525,0.08919942,0.01138948,0.05869669,0.02684289,0.0002537233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239865,0.002562873,0.0493643,0.007022409,0.0004595294,0.0002495458,0.00121461,0.0004635325,0.01467677],"genre_scores_gemma":[0.9878279,0.0001989303,0.0108296,0.0004262321,0.00005366338,0.00005683252,0.0002659596,0.00001941838,0.0003214327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0456713,"threshold_uncertainty_score":0.2415358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267060707345369,"score_gpt":0.2786168760222029,"score_spread":0.2559462689487492,"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."}}