{"id":"W4377244694","doi":"10.1111/fme.12632","title":"In‐stream population structuring of Lake Sturgeon in Northern Manitoba, Canada","year":2023,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Manitoba Hydro","keywords":"Stocking; Sturgeon; Lake sturgeon; Biological dispersal; Range (aeronautics); Bay; Geography; Fishery; Population; Ecology; Acipenser; Fish <Actinopterygii>; Biology; Archaeology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120008,0.00008837246,0.0001546516,0.00008937911,0.00006353302,0.000004650839,0.00009246423,0.00003789623,0.000458421],"category_scores_gemma":[0.00001089759,0.00009221291,0.000009790748,0.000254014,0.00006566813,0.0001243971,0.0003795289,0.00005365335,0.00001375363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064976,"about_ca_system_score_gemma":0.000002536293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1327884,"about_ca_topic_score_gemma":0.9996444,"domain_scores_codex":[0.9992558,0.00002654425,0.0001911856,0.0002021572,0.00008045611,0.0002438462],"domain_scores_gemma":[0.9998073,0.00003013904,0.00005491564,0.00009029911,0.000001782196,0.00001557734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001310028,0.00001453692,0.9867122,0.00004143073,0.00001572877,0.00006418853,0.00010392,0.0007725148,6.053058e-7,0.0001063228,0.01119912,0.0009563428],"study_design_scores_gemma":[0.00027198,0.00002686507,0.990665,0.000003940433,0.000007106549,3.515468e-7,0.0008909933,0.00008427622,0.000001757145,0.001189577,0.006776534,0.00008160185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859244,0.000002079061,5.348456e-7,0.0008412654,0.0002460668,0.000223754,0.000002668293,0.00001517679,0.01274401],"genre_scores_gemma":[0.9980434,0.00008086712,0.00003017304,0.0002308174,0.00000764251,0.0000402901,0.00002182663,0.000005324256,0.001539633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.866856,"threshold_uncertainty_score":0.8729865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006945268602608695,"score_gpt":0.1749451828776103,"score_spread":0.1679999142750016,"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."}}