{"id":"W2017211811","doi":"10.1080/02755947.2011.574931","title":"Gill-Net Saturation in Lake Erie: Effects of Soak Time and Fish Accumulation on Catch per Unit Effort of Walleye and Yellow Perch","year":2011,"lang":"en","type":"article","venue":"North American Journal of Fisheries Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Commercial Fisheries' Association","funders":"Ministry of Natural Resources; Virginia Polytechnic Institute and State University; U.S. Department of Agriculture","keywords":"Perch; Catch per unit effort; Fishery; Fish <Actinopterygii>; Biology; Saturation (graph theory); Fishing; Environmental science; Animal science; Mathematics","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":[0.001323336,0.0003660484,0.0004850691,0.0004071822,0.0002766343,0.0005150175,0.0003743571,0.0004290581,0.000688607],"category_scores_gemma":[0.002564065,0.0003188988,0.0007497611,0.000435501,0.0003495569,0.0006311006,0.0007171117,0.0002488128,0.000107581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609288,"about_ca_system_score_gemma":0.001150646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1086248,"about_ca_topic_score_gemma":0.1694564,"domain_scores_codex":[0.9995616,0.0001374288,0.00003339833,0.00008156533,0.00007323681,0.0001127671],"domain_scores_gemma":[0.9985066,0.0007582654,0.0002889822,0.00005981604,0.0002137719,0.0001725375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005464184,0.00006027929,0.9878807,0.00003086682,0.000251112,0.0002067286,0.0002399374,0.004586634,0.004251117,0.00006561764,0.00006849083,0.001812073],"study_design_scores_gemma":[0.000009570901,0.0001870263,0.9867953,0.000003882466,0.00005356339,0.00003666327,0.0002117118,0.01207189,0.0004861147,0.00003429894,0.0001018043,0.000008211964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997649,0.00001879076,0.00007978394,0.000007788295,3.288856e-7,0.000001663428,0.00004209068,0.000002180118,0.00008247307],"genre_scores_gemma":[0.9996258,0.00001369267,0.0001041535,0.000007804817,4.096766e-7,0.000003255394,0.00008363558,0.000001869278,0.0001594215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086248,"threshold_uncertainty_score":0.2159851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071152869878207,"score_gpt":0.2099517556951986,"score_spread":0.1992402269964165,"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."}}