{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006506746,0.0000597572,0.000165536,0.00003737066,0.00009492696,0.000002833525,0.0002524358,0.00004051513,0.0008759826],"category_scores_gemma":[0.000150968,0.00003231985,0.00003312164,0.00005924095,0.0001131513,0.0001264993,0.000182443,0.0001336542,0.000003982782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411864,"about_ca_system_score_gemma":0.00002079837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01263625,"about_ca_topic_score_gemma":0.9981553,"domain_scores_codex":[0.9992092,0.0002276621,0.000232339,0.00005302112,0.0001170938,0.0001606687],"domain_scores_gemma":[0.9993671,0.0003117014,0.000184975,0.0001031696,0.00001117672,0.00002184523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003462963,0.00005386976,0.9271041,0.000004668695,0.00004963209,0.00002201076,0.0006955455,0.00003656788,0.0009544088,0.00001263966,0.0707269,0.0003050121],"study_design_scores_gemma":[0.0005525937,0.0002046468,0.9826218,0.00001427362,0.00001887065,0.000005758821,0.0004389971,0.000005443747,0.001093957,0.0005463123,0.01445347,0.00004387198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857873,0.000003700857,0.00001133347,0.01304108,0.0003294511,0.00008050956,0.00001261915,0.000001635937,0.0007323131],"genre_scores_gemma":[0.9980718,0.0000218985,0.00007477756,0.001486736,0.00002154662,0.000006526294,7.214683e-7,0.00000315484,0.0003128412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9855191,"threshold_uncertainty_score":0.9939387,"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."}}