{"id":"W2112886593","doi":"10.1111/j.1365-294x.2011.05030.x","title":"Dispersal strategies, secondary range expansion and invasion genetics of the nonindigenous round goby, <i>Neogobius melanostomus</i>, in Great Lakes tributaries","year":2011,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Ontario Federation of Anglers and Hunters; Ministry of Natural Resources","keywords":"Biological dispersal; Round goby; Neogobius; Biology; Ecology; Range (aeronautics); Tributary; Genetic structure; Genetic diversity; Colonization; Invasive species; Introduced species; Genetic variation; Population; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000173869,0.0001382776,0.000212634,0.00003893363,0.0001660745,0.000008577367,0.0002141589,0.0001315569,0.000495654],"category_scores_gemma":[0.00002391173,0.0001080799,0.00003745668,0.0001255779,0.0005927924,0.00009744085,0.0005035507,0.0001430108,0.00001648956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005867301,"about_ca_system_score_gemma":0.00002936709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006420197,"about_ca_topic_score_gemma":0.1006053,"domain_scores_codex":[0.9990155,0.0001402651,0.0001993551,0.0002685783,0.00009472776,0.0002816159],"domain_scores_gemma":[0.9996179,0.00004269099,0.00008505324,0.0002175072,0.000006566683,0.0000302773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006493857,0.000139879,0.9896989,0.00002323924,0.00004168134,0.0001185135,0.003776527,0.00008781214,0.00405074,0.0006603827,0.0005951276,0.0007422372],"study_design_scores_gemma":[0.0005943294,0.0002743978,0.9919465,0.000005056754,0.0000389494,0.00001429429,0.0006767551,0.00003155003,0.003580136,0.001658274,0.001055915,0.0001239104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886257,0.000225089,0.00006863876,0.0002044795,0.0001562071,0.0003667171,0.000007334666,0.00001124317,0.0103346],"genre_scores_gemma":[0.9989626,0.0001795124,0.0001516981,0.0005316059,0.000004500747,0.000028125,0.00000509682,0.000009543477,0.0001273591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09996325,"threshold_uncertainty_score":0.9158064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008783508398978223,"score_gpt":0.1877533415731647,"score_spread":0.1789698331741865,"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."}}