{"id":"W3082534710","doi":"10.1093/icesjms/fsaa117","title":"Northwest Atlantic mackerel population structure evaluated using otolith δ18O composition","year":2020,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","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; Scomber; Fishery; Geography; Population; Oceanography; Mackerel; Scombridae; Fish <Actinopterygii>; Geology; Biology; 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":[0.0006944693,0.0002029844,0.0001408441,0.001021695,0.0003041693,0.0003997223,0.0001949283,0.0001288423,0.0011583],"category_scores_gemma":[0.001643674,0.00009534788,0.0001843511,0.0004922422,0.0002164904,0.0003224119,0.0003038264,0.0001306245,0.0001527175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305338,"about_ca_system_score_gemma":0.0002858145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05358437,"about_ca_topic_score_gemma":0.1522662,"domain_scores_codex":[0.9997759,0.00005527577,0.00002397769,0.00006514456,0.00005197513,0.00002778324],"domain_scores_gemma":[0.9989797,0.0001840249,0.0003569979,0.00006371374,0.000290059,0.0001253758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003299513,0.00000549063,0.9982527,0.000001431651,0.00001073921,0.00001305726,0.00005138573,0.00003730958,0.0006041061,0.000006696248,0.00001925991,0.000964837],"study_design_scores_gemma":[7.248034e-7,0.00001214,0.9996549,0.000001063704,0.000003362114,0.00001359098,0.0000795688,0.0001196761,0.00008598894,0.000003847158,0.00002406637,0.000001051532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995857,0.00001453337,0.00004501594,0.000005602005,5.676579e-7,0.000001920366,0.0001451203,0.00000162291,0.0001997781],"genre_scores_gemma":[0.9994234,0.00001167537,0.0001465487,0.000003410094,8.247077e-7,0.000003338751,0.0002686118,0.000001155972,0.0001410283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05358437,"threshold_uncertainty_score":0.106545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632295050127581,"score_gpt":0.2891105116824493,"score_spread":0.2627875611811735,"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."}}