{"id":"W1972444296","doi":"10.1093/icesjms/fsm072","title":"Biological oceanography and fisheries management: perspective after 10 years","year":2007,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography","funders":"Canadian Space Agency; Natural Environment Research Council; Sight Research UK; National Aeronautics and Space Administration","keywords":"Marine ecosystem; Fisheries science; Fishery; Fisheries management; Oceanography; Biological oceanography; Ecosystem; Perspective (graphical); Ecosystem-based management; Stewardship (theology); Range (aeronautics); Geography; Environmental science; Environmental resource management; Ecology; Fishing; Biology; Computer science; Engineering; Political science; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.005159948,0.002736256,0.002172962,0.005654353,0.001357601,0.003923075,0.001798171,0.006061571,0.007396296],"category_scores_gemma":[0.006511037,0.000596795,0.001454544,0.004872506,0.003833088,0.01019167,0.003437483,0.01254777,0.003235073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003791569,"about_ca_system_score_gemma":0.003311568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157307,"about_ca_topic_score_gemma":0.02023043,"domain_scores_codex":[0.9980664,0.0008812075,0.0001951798,0.0002779642,0.000367419,0.0002119805],"domain_scores_gemma":[0.9911515,0.00340318,0.000922918,0.0004613207,0.002977022,0.001084061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000440344,0.0003083598,0.005059446,0.006648144,0.0005996874,0.001163985,0.001134372,0.002667929,0.001250867,0.06274354,0.4726134,0.4453699],"study_design_scores_gemma":[0.00002926103,0.00028706,0.009071763,0.01036857,0.0002036157,0.0006915327,0.001705022,0.0005667346,0.0002080584,0.05304858,0.9237257,0.00009407719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000598644,0.879931,0.0004661679,0.09942439,0.01635471,0.000005465602,0.0001965091,0.00002049047,0.003002595],"genre_scores_gemma":[0.01275719,0.9067341,0.000873392,0.04160411,0.03303647,0.0000231851,0.0002800263,0.00002220526,0.004669363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0157307,"threshold_uncertainty_score":0.03127831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213989472713624,"score_gpt":0.2574672808543944,"score_spread":0.2453273861272581,"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."}}