{"id":"W7133275554","doi":"","title":"Review of the Atlantic Seal management strategy precautionary approach framework","year":2025,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consistency (knowledge bases); Fur seal; Seal (emblem); Sustainability; Fisheries management; Management strategy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01713484,0.001041427,0.001194453,0.01365202,0.002363556,0.006199905,0.004601025,0.003170001,0.006674091],"category_scores_gemma":[0.03989954,0.0007452658,0.0009828364,0.01491992,0.002963484,0.002301832,0.001761938,0.003122829,0.003038267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04942243,"about_ca_system_score_gemma":0.2173304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.762168,"about_ca_topic_score_gemma":0.7970666,"domain_scores_codex":[0.984328,0.001689061,0.001766296,0.000674812,0.01066374,0.0008780714],"domain_scores_gemma":[0.9400479,0.008799608,0.002372884,0.0006037537,0.04656047,0.001615383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002615865,0.00004867292,0.000812372,0.01737674,0.00006623097,0.0002145244,0.000864987,0.001512049,0.0002861283,0.06619956,0.5997479,0.3128447],"study_design_scores_gemma":[0.000003039517,0.0000087389,0.001086461,0.01143925,0.00002762793,0.00002977792,0.0001469267,0.00007412871,0.00006901646,0.001230811,0.9858662,0.00001811048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008418987,0.8149468,0.003486893,0.07202557,0.006677313,0.0003491872,0.003057394,0.0001958077,0.09841918],"genre_scores_gemma":[0.01127188,0.9338937,0.007665614,0.02211636,0.00122435,0.0003228461,0.002854798,0.000127202,0.0205232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.237832,"threshold_uncertainty_score":0.4784651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009950986106549438,"score_gpt":0.2458930466571133,"score_spread":0.2359420605505639,"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."}}