{"id":"W2972683472","doi":"10.1071/mf19205","title":"Use of a novel acoustic ‘listening’ method for detecting pump impellor strike on downstream migrating eels","year":2019,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Fish <Actinopterygii>; Sound (geography); Downstream (manufacturing); Fishery; Duration (music); Channel (broadcasting); Environmental science; Acoustics; Oceanography; Computer science; Geology; Biology; Telecommunications; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003288917,0.0003336739,0.0002116701,0.0006779103,0.0001422884,0.0002588483,0.0003203655,0.0004772596,0.001149868],"category_scores_gemma":[0.0009411873,0.0001605723,0.0001674989,0.0002333473,0.000216201,0.000316845,0.0002777901,0.0002131748,0.0003870088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007038671,"about_ca_system_score_gemma":0.0001408648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004769444,"about_ca_topic_score_gemma":0.001326991,"domain_scores_codex":[0.9998235,0.00003734663,0.00001134171,0.00007536927,0.00003885718,0.00001360239],"domain_scores_gemma":[0.9995731,0.0001739478,0.00007632568,0.00004584792,0.00009148781,0.00003928673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006198339,0.0001737688,0.04752919,0.000184268,0.00005161375,0.0001863546,0.0002366384,0.0007369682,0.7742529,0.0001256015,0.0002189474,0.1756839],"study_design_scores_gemma":[0.00009549058,0.004629921,0.6499509,0.00004505226,0.0002896677,0.003886002,0.0003823665,0.0402117,0.2969714,0.000213374,0.003161586,0.0001624845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844419,0.0001407885,0.1125302,0.0000427522,0.00004079156,0.0001280296,0.0002319011,0.0004155774,0.002028102],"genre_scores_gemma":[0.8212314,0.0002078475,0.176196,0.0001102025,0.00004171159,0.0001960022,0.0002337548,0.00004066855,0.00174253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001149868,"threshold_uncertainty_score":0.003846645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06764702451356316,"score_gpt":0.330352148909749,"score_spread":0.2627051243961859,"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."}}