{"id":"W4410024896","doi":"10.55016/pbgrc.v1i1.81414","title":"Bull Trout (Salvelinus confluentus) Population Structure and Extent of Hybridization with Brook Trout (S. fontinalis) Across Alberta's Eastern Slopes","year":2025,"lang":"en","type":"article","venue":"Peer Beyond Graduate Research Conference","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Mount Royal University; Government of Alberta; University of Montana","keywords":"Fontinalis; Trout; Salvelinus; Population; Biology; Geography; Fishery; Fish <Actinopterygii>; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000367296,0.0001349706,0.0001048531,0.001067414,0.0007652668,0.0003907651,0.0002758461,0.0001346676,0.0008545247],"category_scores_gemma":[0.0003995434,0.0000934461,0.0001208339,0.000740512,0.0005463632,0.0001250233,0.00034253,0.00016625,0.00009490448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601925,"about_ca_system_score_gemma":0.001571631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7450354,"about_ca_topic_score_gemma":0.9056771,"domain_scores_codex":[0.9997683,0.00002410777,0.00001028745,0.00007061865,0.00007582905,0.0000509679],"domain_scores_gemma":[0.9995493,0.00004059178,0.0001135407,0.00001594763,0.0001699242,0.0001106516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001313419,0.00003823358,0.9848087,0.000008629008,0.00003586886,0.0001019912,0.001351627,0.0003305485,0.008388445,0.0001101373,0.0001527135,0.004541783],"study_design_scores_gemma":[0.000001705539,0.00001106287,0.9993863,0.000001367799,0.000004011406,0.00001733858,0.0003256183,0.00006973254,0.00008376648,0.000007332358,0.00009058594,0.000001272873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999262,0.00002312631,0.00004295243,0.00000966257,5.13984e-7,0.000002805903,0.00009112041,0.000002126629,0.0005656045],"genre_scores_gemma":[0.9991401,0.00002650431,0.0001072043,0.000008152071,9.258449e-7,0.000003330682,0.0001850556,9.616729e-7,0.000527643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2549646,"threshold_uncertainty_score":0.5129322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474202044999601,"score_gpt":0.3281055345726127,"score_spread":0.2933635141226167,"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."}}