{"id":"W3033144828","doi":"10.1002/eap.2190","title":"Shifting trophic control of fishery–ecosystem dynamics following biological invasions","year":2020,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Ministry of Natural Resources and Forestry; University of Toronto","funders":"College of Veterinary Medicine, Cornell University; Ministry of Natural Resources; Lakehead University; Ontario Ministry of Natural Resources and Forestry; New York State Department of Environmental Conservation","keywords":"Planktivore; Trophic level; Food web; Ecology; Trophic cascade; Piscivore; Coregonus clupeaformis; Overfishing; Biology; Ecosystem; Fishery; Environmental science; Predation; Fishing; Nutrient; Predator; Phytoplankton","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002248481,0.0001347405,0.0002992576,0.00001291892,0.0002593738,0.00001002129,0.0003704109,0.0002142693,0.006793389],"category_scores_gemma":[0.0001838451,0.0001028211,0.0001492904,0.0003260726,0.0001687263,0.0000707568,0.000177753,0.0002108975,0.002071273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026992,"about_ca_system_score_gemma":0.00001439258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007239559,"about_ca_topic_score_gemma":0.00008454467,"domain_scores_codex":[0.9987048,0.0001179673,0.000410917,0.0003703277,0.0001297373,0.0002662619],"domain_scores_gemma":[0.9991713,0.0003275456,0.0001527807,0.0001805189,0.000009079065,0.0001587881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002229576,0.000662465,0.9738621,0.0000118697,0.00004028268,0.00001756025,0.0001436758,0.0006346918,0.01053961,0.009326923,0.001161903,0.003576613],"study_design_scores_gemma":[0.001502612,0.0008638916,0.9305602,0.000009605324,0.0001712824,0.00001018043,0.0004823235,0.05353129,0.0004627072,0.006822719,0.00499583,0.0005873882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646721,0.000008646393,0.0267061,0.003316557,0.0000460769,0.0008058528,0.00004050076,0.0001030548,0.004301097],"genre_scores_gemma":[0.9961681,0.000002413118,0.002000195,0.001293355,0.00003927625,0.0004192557,0.00002846484,0.000007532461,0.00004140355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05289659,"threshold_uncertainty_score":0.9987057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108379463078871,"score_gpt":0.2263514437858228,"score_spread":0.1852676491550341,"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."}}