{"id":"W4412603653","doi":"10.1186/s40317-025-00420-6","title":"The performance of 76 kHz positional acoustic telemetry is challenged by acoustic conditions in the tailrace of a hydroelectric dam","year":2025,"lang":"en","type":"article","venue":"Animal Biotelemetry","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Telemetry; Biotelemetry; Hydroelectricity; Biology; Acoustics; Bioacoustics; Oceanography; Fishery; Marine engineering; Telecommunications; Ecology; Engineering; Geology; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008236215,0.0002999216,0.0002629684,0.0001790553,0.0002715049,0.0004332301,0.0004780295,0.0004832181,0.00112459],"category_scores_gemma":[0.003217461,0.0001570092,0.0001997025,0.000210942,0.0004468117,0.0005432785,0.0004786612,0.0001894454,0.0004227172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008554673,"about_ca_system_score_gemma":0.0006621492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096074,"about_ca_topic_score_gemma":0.01627029,"domain_scores_codex":[0.9995739,0.0001088737,0.00002324634,0.0001243698,0.0001158986,0.0000537197],"domain_scores_gemma":[0.9988225,0.0005276931,0.0002040645,0.0001365327,0.0002155139,0.00009365079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0017654,0.0001893126,0.5722181,0.0001723949,0.00009986656,0.0004548411,0.001507057,0.01935006,0.3345596,0.0001706562,0.0003080769,0.06920459],"study_design_scores_gemma":[0.00004879476,0.002513551,0.8488407,0.00002381501,0.0001312991,0.0005490091,0.0009411502,0.07098088,0.07501306,0.0001782156,0.000723363,0.00005610097],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99892,0.000007973563,0.0008406527,0.00001664642,0.000001344868,0.000003865881,0.000031556,0.00002443685,0.0001535577],"genre_scores_gemma":[0.9985924,0.000009915268,0.001160748,0.000008236351,0.000001161166,0.000004590975,0.00005258248,0.00000419559,0.0001661936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096074,"threshold_uncertainty_score":0.02179384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004695403719135104,"score_gpt":0.2304858113365392,"score_spread":0.2257904076174041,"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."}}