{"id":"W6977078475","doi":"10.60825/erys-r351","title":"Genetic monitoring program for beluga (Delphinapterus leucas) harvested in the Nunavik and Nunavut (Belcher Islands) regions","year":2025,"lang":"en","type":"report","venue":"Fisheries and Oceans Canada / Pêches et Océans Canada - Publications","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Beluga; Beluga Whale; Genetic monitoring; Bay; Arctic; Aerial survey","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":[0.0007265945,0.0001567735,0.0001087433,0.001292022,0.0008535755,0.0003088217,0.0004804886,0.0001016889,0.001216459],"category_scores_gemma":[0.0007327617,0.0001250047,0.00009402567,0.0007253845,0.0003120025,0.000191239,0.0002787813,0.000219732,0.0003185706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631785,"about_ca_system_score_gemma":0.003168799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6641396,"about_ca_topic_score_gemma":0.8811547,"domain_scores_codex":[0.9997392,0.00004485365,0.00001814039,0.00007212368,0.00007802164,0.00004762913],"domain_scores_gemma":[0.9987551,0.00009436824,0.000248011,0.00006472512,0.0005750239,0.0002627577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050859,0.00007419992,0.9691941,0.00002365047,0.00002099514,0.0001356745,0.0008785488,0.0003512275,0.008625238,0.00008853051,0.0009623902,0.01954031],"study_design_scores_gemma":[0.000006770671,0.0001153575,0.9963522,0.00001275419,0.00001242783,0.00007185329,0.00102612,0.0003577617,0.000886255,0.00002037879,0.001132153,0.000006067003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9946326,0.0001003004,0.0007246294,0.0001309034,0.000008845747,0.0001516293,0.001719991,0.00005230459,0.002478735],"genre_scores_gemma":[0.9840813,0.0002108255,0.008670446,0.00008570759,0.000007458142,0.0001704254,0.003113653,0.00001388268,0.003646269],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3358604,"threshold_uncertainty_score":0.6756766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351991369976083,"score_gpt":0.2875790708854894,"score_spread":0.2440591571857286,"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."}}