{"id":"W7133017205","doi":"","title":"Hydroacoustic assessment of lake trout (Salvelinus namaycush) populations","year":2005,"lang":"","type":"dissertation","venue":"TSpace","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Natural Resources","keywords":"Trout; Abundance (ecology); Sampling (signal processing); Population; Salmonidae; Population density","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004186913,0.000105207,0.0001234873,0.0006729545,0.0002446013,0.0002417711,0.0001626382,0.0000950842,0.0006694395],"category_scores_gemma":[0.0005912148,0.0001147065,0.00006860359,0.0002869159,0.0001968972,0.0002338643,0.0003932366,0.00009860407,0.0001270711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004023379,"about_ca_system_score_gemma":0.0003206246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124847,"about_ca_topic_score_gemma":0.0354999,"domain_scores_codex":[0.9998965,0.00002456725,0.000007782489,0.0000193709,0.0000404168,0.00001135421],"domain_scores_gemma":[0.9998243,0.00002819518,0.00005043076,0.000007443789,0.00005078918,0.0000388432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002202728,0.0000691116,0.9017259,0.00004442674,0.00003847205,0.0001292223,0.002246151,0.001010612,0.04715344,0.0001481959,0.0001613441,0.04705274],"study_design_scores_gemma":[0.000003521615,0.00009855703,0.9969951,0.000005531124,0.000006682253,0.00004840585,0.0005564112,0.0009210891,0.001117013,0.00002836678,0.0002152474,0.000004064429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994214,0.00002829245,0.0001259794,0.00000724289,3.819959e-7,0.000002960865,0.00002061856,0.000002718787,0.0003905629],"genre_scores_gemma":[0.9988085,0.00006314947,0.0005530927,0.000004520552,0.000002102569,0.00001193152,0.00007228794,0.000001833563,0.0004825348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124847,"threshold_uncertainty_score":0.02236599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243297829760265,"score_gpt":0.3501215853811642,"score_spread":0.3276886070835616,"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."}}