{"id":"W2176396690","doi":"10.1139/cjfas-2012-0341","title":"Fishing the line: catch and effort distribution around the seasonal haddock (<i>Melanogrammus aeglefinus</i>) spawning closure on the Scotian Shelf","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Haddock; Fishing; Fishery; Oceanography; Closure (psychology); Spatial distribution; Distribution (mathematics); Seasonality; Pollock; Environmental science; Geography; Ecology; Biology; Geology; Fish <Actinopterygii>; Mathematics; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001862719,0.0001168281,0.00008485748,0.0004068356,0.0001575151,0.0002870226,0.0001491977,0.0001320736,0.0009583607],"category_scores_gemma":[0.0005915011,0.00008151015,0.000168331,0.0003808239,0.0002495554,0.0001665894,0.0002389355,0.0001193686,0.0001244574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008141591,"about_ca_system_score_gemma":0.0003971512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.255606,"about_ca_topic_score_gemma":0.4830614,"domain_scores_codex":[0.9999058,0.00001420699,0.000007295244,0.00003588928,0.00001352626,0.00002331201],"domain_scores_gemma":[0.9994794,0.00006479299,0.0002413365,0.00002694604,0.00007966521,0.0001078243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006000102,0.00001050047,0.9975536,0.000004626999,0.00001943187,0.00005410312,0.0001458414,0.0002419206,0.0006141943,0.00001521153,0.00007114637,0.001209412],"study_design_scores_gemma":[5.548836e-7,0.00001129585,0.9997008,0.000001151714,0.000002194957,0.00001130403,0.00009099331,0.0001362496,0.00001638863,0.000002390416,0.0000258607,7.502121e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996927,0.00001239026,0.00001674519,0.000003644631,4.539147e-7,9.852398e-7,0.000148736,8.09703e-7,0.0001234247],"genre_scores_gemma":[0.9994757,0.00001400404,0.00004145356,0.000003222702,6.686996e-7,0.000001443221,0.0002285225,6.286352e-7,0.0002343855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7443939,"threshold_uncertainty_score":0.5082365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748156332305715,"score_gpt":0.2161656255048088,"score_spread":0.1986840621817517,"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."}}