{"id":"W2783813721","doi":"10.1038/s41437-017-0038-x","title":"Human-mediated and natural dispersal of an invasive fish in the eastern Great Lakes","year":2018,"lang":"en","type":"article","venue":"Heredity","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biological dispersal; Round goby; Neogobius; Ecology; Biology; Introduced species; Invasive species; Species richness; Genetic structure; Fishery; Colonization; Genetic variation; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000170435,0.00005956798,0.00008081928,0.000009104527,0.00008107738,0.000007138303,0.0001403457,0.00005677778,0.002137223],"category_scores_gemma":[0.00002935995,0.00003889397,0.0000115034,0.00006517753,0.0005919404,0.0001485208,0.00005891829,0.00009629982,0.0001466427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674418,"about_ca_system_score_gemma":0.000005058223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006844137,"about_ca_topic_score_gemma":0.06571883,"domain_scores_codex":[0.9994726,0.00008797373,0.00009294551,0.000128717,0.000102075,0.0001157363],"domain_scores_gemma":[0.9997686,0.00004623024,0.00003654579,0.0001186546,0.000004582781,0.00002543804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001074649,0.00009543345,0.9894767,0.000003419831,0.000002470381,0.00001452781,0.003344017,3.544878e-7,0.003771313,0.00001227387,0.002803778,0.0004649059],"study_design_scores_gemma":[0.0002336508,0.0001601768,0.9969507,0.000004287881,0.000007859142,0.000006116701,0.0007013559,0.0006656549,0.00101758,0.0001046113,0.00009149516,0.00005645017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984618,0.000002500451,5.923982e-7,0.0001278211,0.0001168087,0.0001003624,0.00000758433,0.000006315295,0.001176257],"genre_scores_gemma":[0.999374,6.278566e-7,0.00001882695,0.0003590586,0.0000651546,0.00000478235,0.000009366975,0.000002311414,0.0001658835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06503442,"threshold_uncertainty_score":0.9987749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782196349105074,"score_gpt":0.2522206784026666,"score_spread":0.2343987149116158,"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."}}