{"id":"W2046496676","doi":"10.1046/j.1365-2427.2002.01011.x","title":"Stocking piscivores to improve fishing and water clarity: a synthesis of the Lake Mendota biomanipulation project","year":2002,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"Wisconsin Department of Natural Resources; National Science Foundation","keywords":"Biomanipulation; Fishery; Stocking; Pike; Planktivore; Biology; Zooplankton; Fishing; Biomass (ecology); Eutrophication; Environmental science; Ecology; Electrofishing; Fish <Actinopterygii>; Nutrient; Phytoplankton","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002057257,0.00009637806,0.0001441367,0.00002891641,0.0000984014,0.00001813944,0.0001656104,0.00008090284,0.000477412],"category_scores_gemma":[0.0000323356,0.0000504736,0.0000312142,0.00006281553,0.00008604483,0.00006028969,0.0002613498,0.00005987351,0.00003789449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002402592,"about_ca_system_score_gemma":0.000001342655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170795,"about_ca_topic_score_gemma":0.04232752,"domain_scores_codex":[0.9992017,0.00009375682,0.0002003225,0.0002225265,0.00007433267,0.0002073963],"domain_scores_gemma":[0.9996498,0.00005083362,0.00005690237,0.0002101197,0.000004477046,0.00002786876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001734548,0.00005048325,0.7206323,0.00005715487,0.00004059633,0.000002144857,0.00312219,0.0001334085,0.2644999,0.000297049,0.002020291,0.00912707],"study_design_scores_gemma":[0.001280848,0.0008299539,0.2033918,0.0002766607,0.0001643701,0.0001021615,0.0004029612,0.1407047,0.319438,0.006683534,0.3252791,0.001445896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974342,0.0000119263,0.0002169049,0.0006552008,0.0001597218,0.000335704,0.00009974531,0.00001313655,0.001073481],"genre_scores_gemma":[0.9989101,0.00000229219,0.0006170322,0.0001075066,0.00003188851,0.00003193169,0.000006551233,0.000007918698,0.0002847422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5172405,"threshold_uncertainty_score":0.9751475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723416294945734,"score_gpt":0.2205542777546976,"score_spread":0.2033201148052403,"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."}}