{"id":"W2061180251","doi":"10.1007/s10661-006-9350-2","title":"Temporal Trends of Young-of-Year Fishes in Lake Erie and Comparison of Diel Sampling Periods","year":2006,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Geological Survey; Ministry of Natural Resources","keywords":"Dorosoma; Perch; Notropis; Fishery; Gizzard shad; Diel vertical migration; Morning; Biology; Alewife; Evening; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000413299,0.0001270091,0.0001804035,0.00129308,0.0002917684,0.0003306684,0.0001722096,0.0002681232,0.0007203018],"category_scores_gemma":[0.0009537793,0.0001915595,0.000144955,0.000753658,0.000220737,0.0003929505,0.0004158831,0.000165119,0.0001825341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004253281,"about_ca_system_score_gemma":0.0002883474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01833815,"about_ca_topic_score_gemma":0.06820989,"domain_scores_codex":[0.999867,0.00001378328,0.00001700963,0.00003513382,0.0000244958,0.00004255691],"domain_scores_gemma":[0.9990878,0.0001712576,0.0002553966,0.00003530463,0.000316407,0.0001338424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002419602,0.0000137042,0.9905247,0.00002467601,0.00003532336,0.00005019035,0.0005827671,0.00008665765,0.003838698,0.00003855111,0.000123184,0.004439589],"study_design_scores_gemma":[4.175808e-7,0.00001458828,0.9995326,0.000001439844,0.000004858524,0.00002079948,0.0001313332,0.00003353002,0.0001470985,0.000002626352,0.0001095017,0.000001196952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990765,0.0001117521,0.00006151492,0.00001056897,0.000001016286,0.000001822839,0.0004361096,0.000004250922,0.0002964561],"genre_scores_gemma":[0.9982005,0.0001241601,0.0001463291,0.00001421831,0.000002503258,0.000008751406,0.0007551994,0.000002801009,0.0007455139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9816619,"threshold_uncertainty_score":0.03646278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660012353424728,"score_gpt":0.2821363562488201,"score_spread":0.2655362327145728,"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."}}