{"id":"W2143319326","doi":"10.1016/j.jglr.2010.07.011","title":"Round goby (Neogobius melanostomus) population structure, biomass, prey consumption and mortality from predation in the Bay of Quinte, Lake Ontario","year":2010,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University; Ministry of Natural Resources and Forestry","funders":"Ministry of Natural Resources","keywords":"Round goby; Neogobius; Bay; Predation; Fishery; Bass (fish); Biology; Population; Zooplankton; Biomass (ecology); Goby; Perch; Ecology; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[],"category_scores_codex":[0.001363123,0.00007323208,0.0001499356,0.0001030832,0.0001405529,0.00003645471,0.0002095103,0.000084791,0.001323517],"category_scores_gemma":[0.0001746926,0.0000488499,0.00002748012,0.0001397793,0.0003120968,0.0003592336,0.0001226214,0.0004587251,0.000005519867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008956277,"about_ca_system_score_gemma":0.00001575271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006492458,"about_ca_topic_score_gemma":0.9443924,"domain_scores_codex":[0.9986639,0.000231147,0.0003000732,0.0001364743,0.0005097896,0.0001586255],"domain_scores_gemma":[0.9993804,0.0002192806,0.0001689032,0.0001560591,0.00004199358,0.00003340056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007590246,0.00004984768,0.9957917,0.00001058519,0.00004066644,0.000009447835,0.0008843687,0.0000154946,0.001544008,0.00007635538,0.001159924,0.0003416853],"study_design_scores_gemma":[0.0003432079,0.0001288964,0.9949365,0.00001320419,0.00002467956,0.00000941805,0.0001061132,0.00003855764,0.0002103301,0.002927858,0.001217407,0.00004379966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978248,0.00001837741,0.00001102212,0.0002489013,0.0001330466,0.0002319633,0.00001802591,0.000002076976,0.001511787],"genre_scores_gemma":[0.9995506,0.00004686434,0.0001307498,0.0000218931,0.00003498663,0.000003627397,0.00001784864,0.000003373644,0.0001900293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9379,"threshold_uncertainty_score":0.9995894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04155099428885149,"score_gpt":0.3217481148193549,"score_spread":0.2801971205305034,"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."}}