{"id":"W4414266299","doi":"10.1111/faf.70024","title":"Into the Deep: Origins and Evolution of Northeastern Pacific Ocean Tuna (<scp><i>Thunnus</i></scp> spp.) Fisheries","year":2025,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Hakai Institute; National Museum of Natural History; Parks Canada","keywords":"Tuna; Kelp forest; Biodiversity; Pelagic zone; Marine ecosystem; Ecosystem; Marine habitats; Indigenous; Habitat","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004193132,0.0001722805,0.000101844,0.001081834,0.001137514,0.001098493,0.000363435,0.0002928207,0.0025334],"category_scores_gemma":[0.0009115101,0.0001913758,0.000118338,0.001383824,0.001292449,0.0008701975,0.001083735,0.0005158992,0.0001267374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052547,"about_ca_system_score_gemma":0.0007440616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1304634,"about_ca_topic_score_gemma":0.2813291,"domain_scores_codex":[0.9998609,0.00003042251,0.000005786945,0.00004599602,0.00001951115,0.00003727206],"domain_scores_gemma":[0.9995621,0.00007061695,0.0001550397,0.00002194814,0.00008777877,0.0001025499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008267967,0.00004106092,0.9414209,0.00004014473,0.00004658149,0.0005593098,0.01942338,0.0001413084,0.002999842,0.001597788,0.0002532489,0.03339373],"study_design_scores_gemma":[7.930051e-7,0.00001161068,0.9904082,0.000036469,0.0000087107,0.0001159941,0.007202665,0.0001223992,0.0001255442,0.00025158,0.001712009,0.000004151176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961181,0.0004430741,0.00007259841,0.0001761869,0.000003114904,0.000002651988,0.00005569323,0.000001491361,0.003127185],"genre_scores_gemma":[0.9987273,0.0005052279,0.000117358,0.00004018176,0.000003996326,0.000002063386,0.00004877257,0.000002813644,0.0005523427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304634,"threshold_uncertainty_score":0.2594081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006423557360561855,"score_gpt":0.2030647312047068,"score_spread":0.196641173844145,"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."}}