{"id":"W6941109400","doi":"10.1093/conphys/cov059</p","title":"Themed Issue Article: Conservation Physiology of Marine Fishes Fisheries conservation on the high seas: linking conservation physiology and fisheries ecology for the management of large pelagic fishes","year":2016,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; National Oceanic and Atmospheric Administration; U.S. Department of Commerce; National Science Foundation","keywords":"Pelagic zone; Fishing; Bycatch; Fisheries management; Population; Fisheries science; Population dynamics of fisheries; Fish stock","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005090716,0.0002041248,0.0003856662,0.0000328552,0.0002743443,0.00002928246,0.0003454366,0.0001601368,0.002373955],"category_scores_gemma":[0.0004104005,0.00007458305,0.0001114713,0.0003441463,0.000230227,0.0004351503,0.0001745161,0.0001067888,0.000004669314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001959739,"about_ca_system_score_gemma":0.00002190714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009980442,"about_ca_topic_score_gemma":0.001589158,"domain_scores_codex":[0.998442,0.000214991,0.0005506472,0.0003197691,0.0001824506,0.0002901274],"domain_scores_gemma":[0.9918656,0.007002457,0.000520546,0.0001877448,0.0003859329,0.00003774455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002014095,0.0005610003,0.3440176,0.000529575,0.0006180008,0.000002612024,0.0003347605,0.000007181472,0.1896062,0.0500475,0.4047921,0.007469345],"study_design_scores_gemma":[0.0004222825,0.0005803418,0.8645649,0.0001549274,0.0000928264,0.000003826312,0.0008685838,0.0003458942,0.007600198,0.01156299,0.1136332,0.0001700473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335309,0.00005290387,0.00001455384,0.06262098,0.0003701172,0.0008403496,0.0019921,0.00002788816,0.0005502129],"genre_scores_gemma":[0.9946847,0.0008144777,0.0002373115,0.00222074,0.0001573014,0.0001812368,0.0005416178,0.000004250789,0.001158366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5205473,"threshold_uncertainty_score":0.998538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469474009805209,"score_gpt":0.2034004076282334,"score_spread":0.1887056675301813,"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."}}