{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001997506,0.000195325,0.0001340305,0.0006112663,0.0005711869,0.000314227,0.0001978398,0.0001721165,0.001032864],"category_scores_gemma":[0.0005569638,0.0001259248,0.0001350717,0.0004924581,0.0003193978,0.0002591832,0.0003872224,0.0001947918,0.0002200125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007392816,"about_ca_system_score_gemma":0.0007865162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.171857,"about_ca_topic_score_gemma":0.5345423,"domain_scores_codex":[0.9998852,0.000007408858,0.000007427351,0.00004961018,0.00002597196,0.0000243936],"domain_scores_gemma":[0.9996737,0.00002520866,0.000133135,0.00001526726,0.00009709258,0.00005558855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004030708,0.00001136974,0.9845198,0.00002531544,0.00003771068,0.000127324,0.0009774624,0.00005369725,0.003412172,0.00002199129,0.000503697,0.01026914],"study_design_scores_gemma":[2.18458e-7,0.0000047229,0.9995593,0.000002338953,0.000002355841,0.00002101103,0.0001954021,0.00001277591,0.00003573891,0.000001802982,0.0001635227,7.104387e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989867,0.0001018392,0.00003239228,0.00002178219,0.000005281786,0.000003282186,0.0003187399,0.00000341363,0.000526699],"genre_scores_gemma":[0.9983245,0.0001650422,0.000162341,0.00002532287,0.000003692199,0.000008592197,0.0006554633,0.000004050036,0.000651019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.828143,"threshold_uncertainty_score":0.3417134,"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."}}