{"id":"W2084005913","doi":"10.1139/f10-008","title":"Exploring the population dynamics of winter skate (Leucoraja ocellata) in the Georges Bank region using a statistical catch-at-age model incorporating length, migration, and recruitment process errors","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Northeast Fisheries Science Center; National Marine Fisheries Service; Stony Brook University","keywords":"Skate; Akaike information criterion; Population; Biology; Abundance (ecology); Groundfish; Ecology; Chondrichthyes; Fishery; Fishing; Population decline; Statistics; Fisheries management; Demography; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006818781,0.0005326173,0.0004088807,0.0003523528,0.0003838642,0.0005738745,0.0005988796,0.0005557818,0.0006656335],"category_scores_gemma":[0.001426411,0.0005039995,0.0006602093,0.0002925358,0.0004208583,0.0005503561,0.0004195003,0.0004007467,0.0001298791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955142,"about_ca_system_score_gemma":0.001912349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2523785,"about_ca_topic_score_gemma":0.2029982,"domain_scores_codex":[0.9998881,0.00004197444,0.000005283099,0.00002858826,0.000007881373,0.00002824396],"domain_scores_gemma":[0.999301,0.0004176204,0.0001359868,0.00002957891,0.0000577761,0.00005797502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000975481,0.00006695999,0.1449863,0.00002145393,0.0001682496,0.0001635452,0.00009673886,0.8495885,0.001260777,0.001243653,0.0002366849,0.002069721],"study_design_scores_gemma":[0.00001399823,0.00006927114,0.03174934,0.000006409164,0.00006533507,0.00003004094,0.00006360697,0.9674298,0.0001449396,0.0003032893,0.0001104889,0.00001340189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983662,0.00002011316,0.001253636,0.00004764348,0.00000179308,0.000004205727,0.0001081913,0.000009058279,0.0001891096],"genre_scores_gemma":[0.99836,0.00005026315,0.0008612328,0.00001449876,0.000003575427,0.000009431367,0.000196648,0.000004403239,0.000499998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7476215,"threshold_uncertainty_score":0.5018189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08138993264130241,"score_gpt":0.2657365935706409,"score_spread":0.1843466609293385,"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."}}