{"id":"W2258863998","doi":"10.1093/icesjms/fsv234","title":"Discards, hooking, and post-release mortality of porbeagle (<i>Lamna nasus</i>), shortfin mako (<i>Isurus oxyrinchus</i>), and blue shark (<i>Prionace glauca</i>) in the Canadian pelagic longline fishery","year":2015,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Fishery; Pelagic zone; Fishing; Discards; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004240383,0.000209483,0.0003524677,0.0002117346,0.0002233972,0.00007622789,0.0009251129,0.0001071893,0.0001651144],"category_scores_gemma":[0.0005646715,0.0001448725,0.00005842096,0.0005745431,0.002068567,0.0006606064,0.0008061704,0.0004376957,0.000007639858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001714945,"about_ca_system_score_gemma":0.0004577372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08989849,"about_ca_topic_score_gemma":0.3505881,"domain_scores_codex":[0.9976741,0.0002105664,0.0005728158,0.0003719043,0.0006690921,0.0005015227],"domain_scores_gemma":[0.9985854,0.0001374913,0.0003566838,0.0003243537,0.0001272722,0.0004687964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009653115,0.000105268,0.9915229,0.00001256274,0.000013539,0.0001719945,0.0009530688,0.0001530484,0.001406388,0.0001610501,0.0005116239,0.004892026],"study_design_scores_gemma":[0.0006086706,0.0004248268,0.9935685,0.00001870692,0.00003842771,0.0007325409,0.0005693716,0.0001966713,0.000319888,0.0008902058,0.002453406,0.0001787153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917204,0.0002965717,0.000006347986,0.001455629,0.0002835566,0.0001704841,0.00001312688,0.000004659782,0.006049184],"genre_scores_gemma":[0.9984346,0.0001175651,0.0004928553,0.0007210463,0.00007485165,0.000002723201,0.000003907249,0.000007622225,0.0001448254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2606896,"threshold_uncertainty_score":0.916162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367532331812901,"score_gpt":0.2474632058226391,"score_spread":0.23378788250451,"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."}}