{"id":"W4417441818","doi":"10.1139/cjfas-2025-0112","title":"Speed meets standards: powering the Wild Salmon Policy with rapid status assessments for Pacific salmon Conservation Units","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"3v Geomatics (Canada); Fisheries and Oceans Canada","funders":"","keywords":"Comparability; Extinction (optical mineralogy); Habitat; Indigenous; CITES; Climate change; Habitat destruction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2291474,0.001426388,0.001462563,0.01029361,0.005327193,0.01020525,0.009207151,0.004716247,0.006876417],"category_scores_gemma":[0.3319089,0.001096844,0.001787293,0.009901266,0.006603099,0.01288094,0.009511532,0.008529135,0.00290175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03016733,"about_ca_system_score_gemma":0.2474259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5285346,"about_ca_topic_score_gemma":0.600697,"domain_scores_codex":[0.8679514,0.05487043,0.0119057,0.004457758,0.0571505,0.003664155],"domain_scores_gemma":[0.5749221,0.08443505,0.01922093,0.02068111,0.2840196,0.01672119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006487116,0.00007862568,0.006588018,0.003949271,0.0001290292,0.0001028871,0.003792153,0.002010738,0.0005382858,0.04769184,0.3773615,0.5576928],"study_design_scores_gemma":[0.00005541534,0.0001239298,0.01038404,0.01421919,0.0001490219,0.00007097214,0.002611857,0.001987539,0.0006713169,0.03859746,0.9309081,0.0002211002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01012756,0.05811803,0.1805333,0.5694749,0.01714786,0.008402491,0.008116912,0.005393109,0.1426858],"genre_scores_gemma":[0.09176462,0.06602095,0.7267027,0.07087496,0.003236291,0.008202164,0.009505352,0.001849565,0.02184339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4714654,"threshold_uncertainty_score":0.9505985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857276995594735,"score_gpt":0.2594384756893983,"score_spread":0.240865705733451,"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."}}