{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002051534,0.0001016356,0.0001646985,0.00006085525,0.00008650426,0.00003248952,0.0001756088,0.00004528628,0.008561321],"category_scores_gemma":[0.00001442284,0.0001083666,0.00002720961,0.0003618638,0.0001267843,0.0001665726,0.001099238,0.00007144089,0.00001203427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005736035,"about_ca_system_score_gemma":0.000004445141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007344542,"about_ca_topic_score_gemma":0.002269618,"domain_scores_codex":[0.99893,0.00005929555,0.0002621165,0.0003228404,0.0001360446,0.000289729],"domain_scores_gemma":[0.99959,0.00004218202,0.00005627464,0.000254504,0.00001052943,0.0000465328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001401814,0.0001093352,0.9160356,0.00008382966,0.00003251262,0.00005516708,0.00005392905,0.00001358578,0.00001384367,0.001131657,0.008053839,0.07440267],"study_design_scores_gemma":[0.0003178031,0.00004357759,0.8482878,0.000004304382,0.00001284402,0.00000212202,0.0004480754,0.000196724,0.00001772371,0.0009865868,0.14959,0.00009250659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3350491,0.000004818419,0.0002929616,0.002319384,0.00007695397,0.0002957506,0.000006114154,0.00001728147,0.6619377],"genre_scores_gemma":[0.9394829,0.0007251209,0.009565488,0.001144515,0.00002968443,0.0003009785,0.0001005343,0.00002331721,0.04862742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6133102,"threshold_uncertainty_score":0.992345,"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."}}