{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002251116,0.0001022169,0.0002093676,0.00001486073,0.00009867352,0.000002849851,0.0001943458,0.00006519538,0.005031505],"category_scores_gemma":[0.000215761,0.00009085466,0.0000488106,0.0004487893,0.0003180877,0.00003281737,0.001241294,0.00003962092,0.0001981798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833964,"about_ca_system_score_gemma":0.00001693352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008084322,"about_ca_topic_score_gemma":0.0188919,"domain_scores_codex":[0.9990866,0.0000881239,0.0002695116,0.0003120571,0.00006821154,0.0001754767],"domain_scores_gemma":[0.9994953,0.00008561744,0.00006932972,0.0002785647,0.00002982234,0.00004142391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005287886,0.00004559768,0.960156,0.00001286809,0.00001851411,3.463969e-7,0.00001410806,0.000007494175,0.001105836,0.00418671,0.005882457,0.02851725],"study_design_scores_gemma":[0.0001754197,0.0000841982,0.9285038,0.000003617991,0.00001101481,8.517902e-7,0.00001173426,0.00005878612,0.0005840667,0.004377953,0.06611662,0.00007191116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95721,0.0001841713,0.000338713,0.004989835,0.0001101556,0.0002548677,0.00002582965,0.00002630864,0.0368601],"genre_scores_gemma":[0.9956421,0.0001117392,0.0008164683,0.002539131,0.000009407348,0.00002404925,0.00001990209,0.000002549284,0.0008346656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06023416,"threshold_uncertainty_score":0.9990107,"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."}}