{"id":"W1750368681","doi":"10.1111/j.1365-2400.2011.00831.x","title":"Intra‐population variability of life‐history traits and growth during range expansion of the invasive round goby,<i>Neogobius melanostomus</i>","year":2011,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Carleton University","funders":"National Science Council; Trent University; Ministry of Natural Resources","keywords":"Neogobius; Round goby; Biology; Goby; Range (aeronautics); Life history theory; Population; Intraspecific competition; Ecology; Fishery; Demography; Invasive species; Life history; 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":[0.0001816644,0.00009084397,0.0001081675,0.0003796554,0.0002541891,0.0002827478,0.0001653801,0.0001383005,0.0006663238],"category_scores_gemma":[0.0004031242,0.0000849616,0.00009659615,0.0001863681,0.0003541928,0.0001355042,0.0002385936,0.0002061048,0.00009438302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006703608,"about_ca_system_score_gemma":0.000200477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05755492,"about_ca_topic_score_gemma":0.1652846,"domain_scores_codex":[0.9999204,0.00001388258,0.000003521465,0.00002643543,0.00001632409,0.00001937949],"domain_scores_gemma":[0.9997135,0.00004736649,0.00009884583,0.00002342315,0.00004211232,0.00007486107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001662785,0.00003945112,0.9751686,0.000006502644,0.00005864303,0.00007833658,0.0006919264,0.0001486027,0.02125836,0.00003054332,0.0001006276,0.002252015],"study_design_scores_gemma":[6.770677e-7,0.00001324442,0.9996543,5.892225e-7,0.000002587997,0.00001919209,0.000102184,0.00008520669,0.00008661332,0.000002525053,0.00003206907,8.819501e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998986,0.000005380917,0.00001058875,0.000002213116,1.636212e-7,6.193477e-7,0.00002221385,5.172406e-7,0.00005988681],"genre_scores_gemma":[0.9998,0.000004936986,0.00002420767,0.00000343086,3.416531e-7,0.000001887467,0.00007557242,6.409351e-7,0.00008905983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05755492,"threshold_uncertainty_score":0.1144398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192727919115914,"score_gpt":0.1588196294953802,"score_spread":0.146892350304221,"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."}}