{"id":"W2011580883","doi":"10.1080/03632415.2011.574582","title":"Assessing Risk of Extinction of Marine Fishes in Canada—The COSEWIC Experience","year":2011,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"IUCN Red List; Endangered species; Conservation status; Threatened species; Wildlife; Geography; Vulnerable species; Fishery; Conservation-dependent species; Marine conservation; Porpoise; Near-threatened species; Ecology; Critically endangered; Environmental resource management; Biology; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004160086,0.0002957365,0.0002316166,0.001240753,0.00508172,0.002363936,0.001210431,0.0005998954,0.001935287],"category_scores_gemma":[0.004953631,0.0002026891,0.0002477659,0.001762373,0.001706639,0.0009393283,0.00176408,0.001305319,0.0001569674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04895332,"about_ca_system_score_gemma":0.08561395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897392,"about_ca_topic_score_gemma":0.9964184,"domain_scores_codex":[0.9982999,0.0001686985,0.00004425102,0.0001459576,0.000979124,0.0003621208],"domain_scores_gemma":[0.9918251,0.0006560619,0.000272285,0.0001593984,0.00520775,0.001879291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003143639,0.0006039117,0.7410471,0.000112715,0.0001025734,0.0009363943,0.02266915,0.001862675,0.0007022729,0.002709124,0.03687535,0.1920644],"study_design_scores_gemma":[0.00004776424,0.0003352746,0.8524072,0.0002490004,0.0000526221,0.0003002104,0.05505241,0.001764237,0.0006111547,0.0009620601,0.08814567,0.00007248669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296891,0.002785969,0.0008831311,0.01088669,0.0001296095,0.0002731424,0.001780782,0.00007391161,0.05349774],"genre_scores_gemma":[0.9803104,0.002711266,0.001888238,0.001923943,0.00002996345,0.00005881051,0.00124814,0.00002508896,0.01180421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04895332,"threshold_uncertainty_score":0.3551829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167634090205088,"score_gpt":0.2017763272845643,"score_spread":0.1800999863825134,"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."}}