{"id":"W4416227222","doi":"10.1111/cobi.70147","title":"Vulnerability of marine megafauna to global at‐sea anthropogenic threats","year":2025,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Nature Conservancy of Canada; Simon Fraser University; Acadia University; University of Windsor; Algoma University; University of New Brunswick; Dalhousie University; Fisheries and Oceans Canada; University of British Columbia; Research Manitoba; Carleton University","funders":"Australian Research Council; San José State University; Pew Charitable Trusts","keywords":"Megafauna; Vulnerability (computing); Fishing; Threatened species; Range (aeronautics); Population; Disturbance (geology); Vulnerable species","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003011456,0.00030481,0.0001578731,0.001697489,0.0004650514,0.0008110123,0.0001849711,0.000314476,0.001429924],"category_scores_gemma":[0.001445364,0.0001031527,0.0003206478,0.001101599,0.0003434291,0.0004142847,0.001154555,0.0002100196,0.0002035512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005205103,"about_ca_system_score_gemma":0.0001772335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034152,"about_ca_topic_score_gemma":0.01833901,"domain_scores_codex":[0.999759,0.00003721293,0.00002385558,0.00003586601,0.00005061653,0.00009346947],"domain_scores_gemma":[0.9990706,0.000153615,0.00041624,0.00007012572,0.0001410636,0.0001484454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004746083,0.000009131121,0.9899597,0.00002106918,0.00009114621,0.0001433324,0.0003479595,0.00134739,0.001522938,0.000116364,0.0001565681,0.006236991],"study_design_scores_gemma":[8.074167e-7,0.00003919922,0.9978915,0.000009097065,0.00001561547,0.0001256947,0.000489762,0.0008105803,0.0001112982,0.0001299723,0.0003721895,0.000004263331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988651,0.00006319517,0.00004272514,0.00002301044,0.000001224256,0.00000183086,0.0001045885,0.00000201879,0.0008963828],"genre_scores_gemma":[0.9995584,0.00008760233,0.00003781252,0.000008404173,0.000001840049,0.000002764808,0.0001706922,7.432939e-7,0.0001317375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01034152,"threshold_uncertainty_score":0.02056265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913791900588356,"score_gpt":0.3214488115129463,"score_spread":0.2923108925070627,"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."}}