{"id":"W7128248176","doi":"10.1093/icesjms/fsaf140","title":"Three decades of observer records reveal ongoing risks of marine mammal depredation and entanglement in Canada’s Atlantic fisheries","year":2025,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"Fisheries and Oceans Canada","keywords":"Marine mammal; Bottlenose dolphin; Fishing; Bycatch; Foraging; Porpoise; Commercial fishing; Endangered species; Mammal","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005545822,0.0002081143,0.0001728964,0.00200065,0.001105406,0.001053984,0.000611268,0.0002274531,0.001024191],"category_scores_gemma":[0.002137479,0.0001994654,0.0002501996,0.003202494,0.0003982185,0.0003513643,0.0008442654,0.000326959,0.0001623195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00550585,"about_ca_system_score_gemma":0.006044628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9653365,"about_ca_topic_score_gemma":0.9884471,"domain_scores_codex":[0.9994763,0.00002678751,0.00004319882,0.0001044681,0.0002006249,0.0001485791],"domain_scores_gemma":[0.996463,0.0001908331,0.001049282,0.0001735699,0.001729266,0.0003940358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001291604,0.00000365482,0.9964271,0.00001175046,0.00002177841,0.00001833789,0.0002708974,0.00005136508,0.0001342728,0.00001814623,0.0005287305,0.002501041],"study_design_scores_gemma":[3.651659e-7,0.000002657684,0.9988346,0.000009760271,0.000005788729,0.000009491771,0.0005068025,0.00009866008,0.00002896358,0.000004922116,0.0004963797,0.000001726343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910672,0.00027569,0.0001699455,0.0001056271,0.000007943464,0.00001269033,0.006710604,0.00001166995,0.001638696],"genre_scores_gemma":[0.9919412,0.0002668799,0.0002513483,0.00004614934,0.000004391361,0.00001149609,0.00661919,0.00000442069,0.0008548934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0346635,"threshold_uncertainty_score":0.06973523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246257601765228,"score_gpt":0.2711296379808431,"score_spread":0.2386670619631908,"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."}}