{"id":"W4292397280","doi":"10.1007/s10530-022-02865-9","title":"Molecular insights into the invasion dynamics of Carcinus crabs in South Africa","year":2022,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Forestry, Fisheries and the Environment; Macquarie University","keywords":"Carcinus maenas; Biology; Propagule pressure; Invasive species; Ecology; Population; Genetic diversity; Range (aeronautics); Introduced species; Population genetics; Zoology; Fishery; Decapoda; Crustacean; Biological dispersal; Demography","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":[0.0001344793,0.0001035822,0.0001238688,0.00005312084,0.0002146476,0.00000614255,0.0003539629,0.0001198929,0.00008527033],"category_scores_gemma":[0.0001126722,0.00006998232,0.0000921927,0.0002403696,0.0001283845,0.000001410764,0.0006393524,0.0001689964,0.000002614132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002235559,"about_ca_system_score_gemma":0.00004623146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004332685,"about_ca_topic_score_gemma":0.0001260199,"domain_scores_codex":[0.99904,0.0002332071,0.0001884018,0.0002520775,0.00014168,0.000144608],"domain_scores_gemma":[0.999522,0.00002593598,0.00008017848,0.0002885046,0.00003651069,0.00004683996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002693532,0.0002831767,0.1254149,0.00001769901,0.00007188886,0.0000427207,0.008591951,0.01472559,0.8351778,0.01276334,0.0008228587,0.001818703],"study_design_scores_gemma":[0.005040757,0.005391175,0.4925848,0.00005576858,0.0001583912,0.00006673416,0.04366177,0.003468247,0.1904577,0.0452638,0.2116059,0.002244926],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976845,0.0008454826,0.0002262315,0.0002609264,0.0000962939,0.0001688438,0.00003227932,0.000006138338,0.0006793093],"genre_scores_gemma":[0.9991099,0.00004734614,0.0002203234,0.0002622262,0.00001898255,0.00001956642,0.0002322499,0.000005140076,0.00008422852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6447201,"threshold_uncertainty_score":0.2853796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06791605943951236,"score_gpt":0.2316024549864342,"score_spread":0.1636863955469218,"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."}}