{"id":"W2792703122","doi":"10.1111/ddi.12726","title":"Consistent life history shifts along invasion routes? An examination of round goby populations invading on two continents","year":2018,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Intraspecific competition; Ecology; Life history theory; Population; Range (aeronautics); Competition (biology); Invasive species; Colonization; Productivity; Goby; Life history; Demography; Fishery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002316808,0.0000757694,0.00009204875,0.00003670262,0.001034932,0.000008748899,0.00009253588,0.00006319259,0.0003803196],"category_scores_gemma":[0.0001637472,0.00008382073,0.00002769959,0.0001015908,0.0003678991,0.0004179845,0.0002833516,0.00006527578,0.00004959831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724264,"about_ca_system_score_gemma":0.00001553578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516991,"about_ca_topic_score_gemma":0.001911025,"domain_scores_codex":[0.9993112,0.00009284763,0.0001412174,0.0001963914,0.0001402207,0.0001181211],"domain_scores_gemma":[0.9995782,0.0000534421,0.0001088779,0.0001221623,0.00003475506,0.0001025869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002086095,0.0001594946,0.9881902,0.000002394636,0.000007691064,9.511583e-7,0.0007586131,0.00002125259,0.000165324,0.008549225,0.001738012,0.0003859366],"study_design_scores_gemma":[0.0004065916,0.0001190257,0.9972923,0.000009668636,0.00003767622,8.799763e-7,0.0001974252,0.0006718663,0.00005858782,0.0005007072,0.0006189205,0.00008636203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996577,0.000009001902,0.001088967,0.0002677676,0.0001820861,0.0001219935,0.00006606041,0.00002331762,0.001663823],"genre_scores_gemma":[0.9991804,0.000003341205,0.0001234879,0.0003019101,0.00002530645,0.0000029285,0.0002513849,0.000002129259,0.0001091299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009102044,"threshold_uncertainty_score":0.7959965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06917407347656657,"score_gpt":0.2412018782864455,"score_spread":0.172027804809879,"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."}}