{"id":"W2338704001","doi":"10.1080/02705060.2016.1173120","title":"Fish community changes in Shoal Lake, Canada, following the overexploitation of a top predator","year":2016,"lang":"en","type":"article","venue":"Journal of Freshwater Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"Ministry of Natural Resources","keywords":"Overexploitation; Minnow; Esox; Notropis; Coregonus clupeaformis; Fishery; Biology; Biomanipulation; Catch per unit effort; Ecology; Coregonus; Trophic level; Predation; Abundance (ecology); Phoxinus; Trophic cascade; Perch; Stocking; Apex predator; Food web; Pike; Eutrophication; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002022507,0.0002211773,0.0001888819,0.0009260791,0.00191021,0.0006177173,0.0003344909,0.0002624547,0.001031521],"category_scores_gemma":[0.0007539413,0.0001943821,0.0002113289,0.001222565,0.0004693535,0.0003019327,0.0005369951,0.0002276006,0.0001266828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009050682,"about_ca_system_score_gemma":0.007801695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9429147,"about_ca_topic_score_gemma":0.9912327,"domain_scores_codex":[0.9998208,0.000008337462,0.000008124015,0.00003027164,0.00007355865,0.00005904626],"domain_scores_gemma":[0.9994587,0.00001611674,0.0001187182,0.000009687384,0.0002336134,0.000163157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009750307,0.0000298565,0.9857879,0.00004764617,0.0000550905,0.0002550054,0.001617605,0.0001756435,0.005253745,0.00004672256,0.0004498082,0.006183592],"study_design_scores_gemma":[9.029384e-7,0.00001013777,0.9991637,0.0000027057,0.000003909176,0.00001468348,0.0005072043,0.00006567138,0.00005450765,0.000004016117,0.0001707957,0.000001806265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990467,0.00008478806,0.00002664758,0.00003259224,0.000001558664,0.000008466527,0.0002703326,0.000002599064,0.0005262065],"genre_scores_gemma":[0.9983733,0.0001487652,0.0001290236,0.00004221632,0.000001544965,0.000007946484,0.0004104943,0.00000151116,0.0008851813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05708528,"threshold_uncertainty_score":0.1148429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181123862118993,"score_gpt":0.2127986946043003,"score_spread":0.2009874559831103,"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."}}