{"id":"W7133283868","doi":"","title":"Stock assessment of northwest Atlantic grey seals in Canada in 2021","year":2022,"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":"National Oceanic and Atmospheric Administration; Instituto Antártico Argentino; Dalhousie University","keywords":"Population; Stock (firearms); Stock assessment; Aerial survey; Herd; Juvenile; Production model; Confidence interval","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0007766396,0.0004046664,0.0003252953,0.0009788843,0.00100643,0.0007940696,0.0008034051,0.0003151024,0.0012261],"category_scores_gemma":[0.001392833,0.0002673862,0.0004795929,0.0009793241,0.0002125886,0.0004163641,0.0004547364,0.0003330952,0.0003156947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01292802,"about_ca_system_score_gemma":0.009785914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9818657,"about_ca_topic_score_gemma":0.9913501,"domain_scores_codex":[0.9997845,0.00001084477,0.00001479279,0.00003671272,0.00009986294,0.00005321444],"domain_scores_gemma":[0.9987285,0.00004463106,0.0001301822,0.00003174356,0.0009198992,0.0001451526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007522631,0.00002448402,0.9826964,0.000029253,0.0000767349,0.0001763896,0.0003162121,0.004144821,0.0007621988,0.0001830443,0.001189506,0.0103257],"study_design_scores_gemma":[0.000007361886,0.00003955509,0.985518,0.00002891137,0.00004176249,0.00005547832,0.0006807535,0.01074484,0.0003780399,0.00005661577,0.002433639,0.00001513683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916204,0.0003092049,0.0004558283,0.0001219186,0.000008614684,0.00002577935,0.005666027,0.00002583118,0.001766308],"genre_scores_gemma":[0.9890942,0.0003358882,0.0008174576,0.000056533,0.000002942199,0.0000166256,0.007279145,0.00001011181,0.002387119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0181343,"threshold_uncertainty_score":0.09379977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009141781437933285,"score_gpt":0.2489717609966816,"score_spread":0.2398299795587483,"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."}}