{"id":"W7043513307","doi":"","title":"Spatial ecology of two Lake Whitefish (Coregonus clupeaformis) spawning aggregations in eastern Lake Ontario","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Overexploitation; Structural basin; Population; Spatial distribution; Spatial ecology; Pelagic zone; Fish <Actinopterygii>; Spatial variability","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":[0.0001289213,0.0001849153,0.0001789483,0.001080985,0.0008986664,0.0004761152,0.0003382915,0.0001672517,0.0006666381],"category_scores_gemma":[0.0005370081,0.0002311838,0.0002123394,0.001242794,0.0006587052,0.0002629709,0.0008260136,0.0001148727,0.00009860961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313549,"about_ca_system_score_gemma":0.002717993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8036477,"about_ca_topic_score_gemma":0.9551693,"domain_scores_codex":[0.9997799,0.00001023605,0.00001153367,0.00006507093,0.00007119114,0.00006211042],"domain_scores_gemma":[0.9995099,0.00002753747,0.0002008255,0.00001601082,0.0001618486,0.00008400164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004328814,0.00000953655,0.9868035,0.0000242001,0.00002482441,0.0001131461,0.002754089,0.0001150496,0.004034006,0.00004523346,0.0001963588,0.005836794],"study_design_scores_gemma":[7.090825e-7,0.000004640337,0.9991956,0.000002808753,0.000003177251,0.0000131595,0.0005529937,0.00005195235,0.00003179599,0.000003764108,0.0001377717,0.000001468774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991253,0.00006758633,0.00005630706,0.00001533234,0.000001061464,0.000005790712,0.0001548705,0.000002874835,0.0005708596],"genre_scores_gemma":[0.9989023,0.00007154357,0.0001188558,0.000008587419,9.640405e-7,0.000008996637,0.0002422033,0.00000176681,0.00064479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1963523,"threshold_uncertainty_score":0.3950173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006088112003493341,"score_gpt":0.1825226756513212,"score_spread":0.1764345636478278,"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."}}