{"id":"W2909861719","doi":"10.1002/tafs.10150","title":"Vertical Habitat Use by Adult Walleyes Conflicts with Expectations from Fishery‐Independent Surveys","year":2019,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"Great Lakes Fishery Commission","keywords":"Fishery; Diel vertical migration; Habitat; Water column; Environmental science; Fish <Actinopterygii>; Population; Oceanography; Geography; Biology; Ecology; Geology","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":[0.002225557,0.0002278036,0.0002010858,0.0006331263,0.0004787959,0.0008293683,0.0003353495,0.0003226961,0.00168836],"category_scores_gemma":[0.007823932,0.0001704388,0.0003006324,0.0003534302,0.0005028021,0.0009690464,0.0007698716,0.0002739431,0.0002622803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004565978,"about_ca_system_score_gemma":0.0002625383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009874072,"about_ca_topic_score_gemma":0.03493162,"domain_scores_codex":[0.998765,0.0003633268,0.0001804453,0.0002493967,0.0002788522,0.000162949],"domain_scores_gemma":[0.9930218,0.001831249,0.003406533,0.0004307781,0.000892361,0.0004172772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005377327,0.0000114532,0.9962422,0.00001254855,0.00002602811,0.00002303639,0.000274829,0.00006392046,0.00082905,0.00004535631,0.0001121881,0.002305664],"study_design_scores_gemma":[0.000001303653,0.00005164065,0.9987764,0.00001007543,0.000006668939,0.00002751983,0.0006366035,0.0001851959,0.0001564118,0.00004677617,0.00009922898,0.00000220594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979801,0.00006119093,0.0002975922,0.00005113727,0.000004650986,0.000005365478,0.0001148647,0.00000540358,0.001479774],"genre_scores_gemma":[0.9994739,0.00002149435,0.0001739436,0.0000371012,0.000004029169,0.000007276407,0.0001243016,0.000001859461,0.0001561813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009874072,"threshold_uncertainty_score":0.01963323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008041365003712215,"score_gpt":0.1951672060096413,"score_spread":0.1871258410059291,"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."}}