{"id":"W7023790937","doi":"","title":"Population structure of bigmouth buffalo (Ictiobus cyprinellus) across Canada and the United States","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Inbreeding; Genetic structure; Population genetics; Population structure; Founder effect; Population bottleneck; Genetic divergence; Population size; Genetic variation","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":[0.0004585069,0.0001571892,0.0002468002,0.001331255,0.00111051,0.0007522667,0.0003985761,0.0001822964,0.0008501354],"category_scores_gemma":[0.001135889,0.0001440917,0.0002443688,0.002070179,0.00053787,0.0002420652,0.0005336232,0.0002714068,0.00008276617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006569734,"about_ca_system_score_gemma":0.00750334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9723202,"about_ca_topic_score_gemma":0.9915451,"domain_scores_codex":[0.9995925,0.00003473712,0.00002235473,0.0001385885,0.0001137794,0.00009804968],"domain_scores_gemma":[0.9989671,0.00007080629,0.000116839,0.0000384324,0.0005978769,0.0002089178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004417286,0.00001127192,0.9894654,0.00001410124,0.00006015161,0.00006078404,0.001005003,0.0002324825,0.001183084,0.0001392328,0.0006002689,0.007184083],"study_design_scores_gemma":[0.000001993705,0.000009170412,0.9981451,0.00001110003,0.00001397909,0.00002500558,0.0008409271,0.0001742995,0.00007144469,0.00001357972,0.0006872925,0.00000610399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973025,0.0002141763,0.0001633676,0.0000777014,0.000004435641,0.0000179755,0.001327195,0.00000859805,0.0008839271],"genre_scores_gemma":[0.9967517,0.0003028628,0.0004733926,0.00004466276,0.000001908966,0.00002114342,0.001441719,0.00000619375,0.0009565242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0276798,"threshold_uncertainty_score":0.05568558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007132972755948434,"score_gpt":0.1869616005382989,"score_spread":0.1798286277823504,"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."}}