{"id":"W4404698517","doi":"10.3390/w16233365","title":"Effects of Trap Funnel and Finger Design on Sea Lamprey Entrance and Retention","year":2024,"lang":"en","type":"article","venue":"Water","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Lamprey; Trap (plumbing); Funnel; Retention time; Water retention; Environmental science; Work (physics); Hydrology (agriculture); Fishery; Chemistry; Soil science; Biology; Engineering; Geotechnical engineering; Environmental engineering; Chromatography; Soil water; Mechanical engineering","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":[0.003299484,0.0009552358,0.0006088907,0.000472173,0.00040487,0.001275981,0.001118845,0.0009239035,0.001541373],"category_scores_gemma":[0.009758541,0.0006528682,0.0008377084,0.0002331883,0.0006618198,0.001070199,0.0006845558,0.000560183,0.0002479753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135392,"about_ca_system_score_gemma":0.0008005091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003082307,"about_ca_topic_score_gemma":0.0067569,"domain_scores_codex":[0.9963601,0.001265934,0.0003813716,0.001058276,0.0004522948,0.0004819801],"domain_scores_gemma":[0.982092,0.01170214,0.003373376,0.0008970683,0.001102385,0.0008329641],"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":[0.0237739,0.004847629,0.4471535,0.001347503,0.001144428,0.0005219675,0.0007815943,0.07375042,0.393578,0.0008421755,0.0004698382,0.05178905],"study_design_scores_gemma":[0.0007647883,0.03874224,0.6933642,0.0001802033,0.001763073,0.0005612627,0.0008146389,0.09773351,0.1616875,0.0006615448,0.003303664,0.0004232942],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950713,0.0001175466,0.003850108,0.00001766275,0.0000137728,0.0001586003,0.0002043557,0.00003993027,0.0005267792],"genre_scores_gemma":[0.9924266,0.00006280621,0.006360179,0.00003835044,0.000003921643,0.0002807551,0.0001780703,0.00002775484,0.0006215281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003299484,"threshold_uncertainty_score":0.01744956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007895000827819283,"score_gpt":0.1835443059857631,"score_spread":0.1756493051579439,"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."}}