{"id":"W2149687507","doi":"10.1139/f10-161","title":"Dynamics of two sailfin sandfish (<i>Arctoscopus japonicus</i>) stocks in the Sea of Japan, and their management","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overfishing; Environmental science; Stock (firearms); Biology; Fishery; Biomass (ecology); Ecology; Oceanography; Geography; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122572,0.0002769257,0.0001743976,0.0004316128,0.0003776123,0.0004863226,0.0002470032,0.0002472994,0.0003623955],"category_scores_gemma":[0.0003443269,0.0002106546,0.0004102415,0.000253553,0.000371529,0.000363666,0.0004592854,0.0001454846,0.0000556436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236514,"about_ca_system_score_gemma":0.0008424399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1008803,"about_ca_topic_score_gemma":0.1208863,"domain_scores_codex":[0.9999454,0.000006407652,0.000005838558,0.00001525435,0.000009485994,0.00001751735],"domain_scores_gemma":[0.9998261,0.00001487756,0.00006261174,0.000007641155,0.00002774167,0.00006101621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521015,0.00005745993,0.9719442,0.00001890138,0.00008202005,0.000307422,0.0003641651,0.01692887,0.0055181,0.0003990638,0.000160931,0.004066778],"study_design_scores_gemma":[0.00003534562,0.000169829,0.9150026,0.00001146555,0.000102732,0.0001486461,0.0009235867,0.08203702,0.0008717416,0.0002165702,0.0004479343,0.00003249438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998274,0.000009602758,0.00003845989,0.000009531001,4.358629e-7,9.503096e-7,0.00001137243,0.0000013484,0.0001008247],"genre_scores_gemma":[0.999774,0.00001551499,0.0000694443,0.000004055256,4.450636e-7,0.000002170057,0.00004370276,5.237613e-7,0.00009006554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008803,"threshold_uncertainty_score":0.2005862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218898515856227,"score_gpt":0.2241091997145084,"score_spread":0.2019202145559461,"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."}}