{"id":"W3005455204","doi":"10.22215/etd/2019-13743","title":"Fish Community Interactions with Very Low Head (VLH) Turbine Technology","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Trent University","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Fish <Actinopterygii>; Turbine; Entrainment (biomusicology); Fishery; Environmental science; Engineering; Biology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003902123,0.0001187575,0.0001491711,0.0003986723,0.001156177,0.000675146,0.0001718404,0.0004105089,0.003211808],"category_scores_gemma":[0.001349274,0.0001202033,0.0001583959,0.0002409691,0.0005461986,0.0004627198,0.001299183,0.0003333194,0.0003130005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231805,"about_ca_system_score_gemma":0.000575124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02891883,"about_ca_topic_score_gemma":0.1187434,"domain_scores_codex":[0.9996887,0.00008154786,0.000009173906,0.00006460447,0.00007861138,0.00007735212],"domain_scores_gemma":[0.9995207,0.00009781243,0.0001317766,0.00001712586,0.00009867081,0.0001339148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670437,0.0001887776,0.9389031,0.00007795902,0.00004670706,0.0004340685,0.0197979,0.0002644172,0.01599059,0.00034704,0.0007018219,0.02298057],"study_design_scores_gemma":[0.000002880217,0.0003303474,0.9763077,0.00002059383,0.00001187209,0.00007793251,0.02089679,0.00020043,0.0004209859,0.0001210563,0.001595498,0.00001387424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980252,0.00003136103,0.00006300459,0.00006343736,0.000002378927,0.00001132911,0.00002587541,0.000001171706,0.001776227],"genre_scores_gemma":[0.995574,0.0001109898,0.0003083616,0.00008070064,0.000004108651,0.0000192116,0.00004652173,0.000002120709,0.003853934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02891883,"threshold_uncertainty_score":0.05750102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008124890191905458,"score_gpt":0.2427091549962829,"score_spread":0.2345842648043775,"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."}}