{"id":"W2224231733","doi":"10.3394/0380-1330(2008)34[169:csatim]2.0.co;2","title":"Current Status and Trends in Muskegon Lake, Michigan","year":2008,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Alberta Water Research Institute","keywords":"Phytoplankton; Environmental science; Water quality; Bay; Neogobius; Habitat; Spring (device); Fishery; Abundance (ecology); Oceanography; Hydrology (agriculture); Ecology; Nutrient; Fish <Actinopterygii>; Biology; Geology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004193959,0.0001559892,0.0001746133,0.00152857,0.0005618251,0.0008367833,0.0005251482,0.0004911375,0.003145633],"category_scores_gemma":[0.001094545,0.0001328836,0.0001936516,0.002531694,0.0003356482,0.001020794,0.0004273014,0.0002484117,0.000388739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230578,"about_ca_system_score_gemma":0.001043081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1144826,"about_ca_topic_score_gemma":0.3432533,"domain_scores_codex":[0.9997498,0.00002887071,0.00004979058,0.00004240475,0.00008465166,0.00004446324],"domain_scores_gemma":[0.9988548,0.0000768749,0.0004301292,0.00001600182,0.0004048263,0.000217485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103433,0.00003256246,0.9841034,0.0001042401,0.00004730654,0.00005861243,0.000665842,0.00003668827,0.0004637611,0.00008246623,0.001526956,0.01277463],"study_design_scores_gemma":[0.000003090001,0.00005032074,0.9936314,0.00003713481,0.00002758877,0.00008716504,0.0008965895,0.0001530384,0.0001031867,0.00002080203,0.004986189,0.000003519666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848268,0.004352355,0.0001097023,0.001764362,0.00003527316,0.00001376828,0.003383318,0.0000392389,0.005475263],"genre_scores_gemma":[0.9920346,0.002351398,0.000244935,0.0001862573,0.00006041107,0.00002026236,0.00206342,0.000004369183,0.003034334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144826,"threshold_uncertainty_score":0.2276326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06040006729951698,"score_gpt":0.3420451640367613,"score_spread":0.2816450967372444,"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."}}