{"id":"W2096584456","doi":"10.1111/j.1365-294x.2008.04014.x","title":"Invasion genetics of the Eurasian round goby in North America: tracing sources and spread patterns","year":2008,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Environmental Biology; U.S. Environmental Protection Agency","keywords":"Biology; Neogobius; Genetic diversity; Round goby; Population; Microsatellite; Founder effect; Population genetics; Genetic variation; Haplotype; Ecology; Invasive species; Allele; Genetics; Demography; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005143691,0.00008538982,0.0001394492,0.00002792711,0.0000944659,0.000003017064,0.0001712873,0.00006406601,0.0004730657],"category_scores_gemma":[0.00004892359,0.00006813852,0.0000314684,0.0001396243,0.0004741437,0.00003737292,0.0002895953,0.0001199133,0.00001841446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000371596,"about_ca_system_score_gemma":0.000009310786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003187751,"about_ca_topic_score_gemma":0.01879822,"domain_scores_codex":[0.999271,0.0001149677,0.0001605316,0.000193475,0.00007713638,0.0001829158],"domain_scores_gemma":[0.9996716,0.00004609054,0.00007921861,0.0001686231,0.000003982251,0.00003053632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003760445,0.0000426014,0.9942231,0.000004182011,0.000004959495,0.00004364186,0.000529131,0.0009187615,0.003208593,0.00001065045,0.0000492999,0.0009613859],"study_design_scores_gemma":[0.0001670551,0.00009873898,0.9941993,0.000001983059,0.00000586901,0.00003883823,0.0001007229,0.0001061214,0.004463851,0.00006997146,0.0006782775,0.00006920679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969744,0.00004550619,0.00007558357,0.0003271282,0.00006055623,0.0001345186,0.000002272687,0.000004652931,0.002375374],"genre_scores_gemma":[0.9990828,0.0001046931,0.0001274529,0.0005399169,0.000006791232,0.000007823782,0.000002420696,0.000006159202,0.000121963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01847945,"threshold_uncertainty_score":0.9991062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008726587812584266,"score_gpt":0.1886447795130904,"score_spread":0.1799181917005061,"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."}}