{"id":"W4409770354","doi":"10.1139/cjfas-2024-0231","title":"Investigating entrance hydrodynamics of sea lamprey traps","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Great Lakes Fishery Commission","keywords":"Lamprey; Fishery; Environmental science; Oceanography; Biology; Ecology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002813715,0.0002832232,0.0002897235,0.0003651114,0.0003718384,0.0007251367,0.0002632654,0.0003412586,0.0007562641],"category_scores_gemma":[0.0006536393,0.0002214267,0.000260084,0.0001588109,0.0003243032,0.0003776088,0.0004365237,0.0002776199,0.0001909371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005589027,"about_ca_system_score_gemma":0.000558473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006860346,"about_ca_topic_score_gemma":0.01084693,"domain_scores_codex":[0.9997949,0.00002889625,0.000007339827,0.00004633895,0.0000507205,0.00007171172],"domain_scores_gemma":[0.9996148,0.00007803597,0.00008988612,0.00002352807,0.0001041656,0.00008956011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001113763,0.0005798663,0.4602083,0.0001354692,0.00004893557,0.001019732,0.002033073,0.02496385,0.477019,0.0007146223,0.0007964783,0.03136697],"study_design_scores_gemma":[0.00005392515,0.002942956,0.802103,0.00006661116,0.00006770105,0.0002671239,0.002582308,0.1148598,0.07474056,0.0001722442,0.002038345,0.000105386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986481,0.00001745761,0.0006842024,0.0000063703,0.000002942706,0.00001328004,0.00005301241,0.00002454945,0.0005500275],"genre_scores_gemma":[0.9986198,0.00002661907,0.0007753711,0.000005368836,0.000001118312,0.000009232045,0.00009728852,0.0000056354,0.0004594831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9931396,"threshold_uncertainty_score":0.01364082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00957778607607686,"score_gpt":0.2020136518422195,"score_spread":0.1924358657661426,"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."}}