{"id":"W4285088280","doi":"10.7717/peerj.13577","title":"Five decades of change in somatic growth of Pacific hake from Puget Sound and Strait of Georgia","year":2022,"lang":"en","type":"article","venue":"PeerJ","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Otolith; Fishery; Juvenile; Biology; Population; Abundance (ecology); Clupea; Geography; Fish <Actinopterygii>; Ecology; Herring; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001789201,0.00004913731,0.0001479685,0.00003891258,0.00002447813,0.000003963915,0.0001492057,0.00001918943,0.00761511],"category_scores_gemma":[0.00003135886,0.00004779639,0.00002163268,0.0001686854,0.0001688253,0.00007533763,0.0003510409,0.00008375736,0.000001972935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003022085,"about_ca_system_score_gemma":0.000006610399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009324423,"about_ca_topic_score_gemma":0.0006570774,"domain_scores_codex":[0.9992533,0.00004689987,0.0001624027,0.0001201375,0.0003039859,0.0001133154],"domain_scores_gemma":[0.9997185,0.0000675632,0.00006388133,0.0001155863,0.000005335342,0.00002915791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002302785,0.00007953271,0.9875372,0.00005246834,0.000007618109,0.000003207861,0.004581487,0.00000850381,0.002112147,0.0001312243,0.00007422598,0.005389368],"study_design_scores_gemma":[0.000292343,0.0001355604,0.9877462,0.000004321246,0.000005113643,0.000001077742,0.001643784,0.001006572,0.001093352,0.007704724,0.000305611,0.00006138629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900085,0.00003043938,0.000004736363,0.0001206816,0.00001160692,0.0001232904,0.0001065843,0.000002272753,0.009591829],"genre_scores_gemma":[0.9993718,0.00001619293,0.0001926902,0.000008860608,0.000005078053,0.00001550296,0.00001383963,0.000004455421,0.0003715505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00936327,"threshold_uncertainty_score":0.9972726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052338826741249,"score_gpt":0.2567767963170464,"score_spread":0.2262534080496339,"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."}}