{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002295192,0.0002377642,0.0001196531,0.001042385,0.0002441069,0.00035041,0.0001304331,0.0002578382,0.00107966],"category_scores_gemma":[0.0007406157,0.0001756101,0.0001726815,0.0008032064,0.0002706221,0.0002944974,0.0002996403,0.0002495076,0.0001041397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584435,"about_ca_system_score_gemma":0.0002307312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004829648,"about_ca_topic_score_gemma":0.009189373,"domain_scores_codex":[0.9999163,0.00002030727,0.000007262167,0.00002563624,0.00001192559,0.00001859613],"domain_scores_gemma":[0.9994788,0.000116773,0.0003108342,0.00001827034,0.0000381681,0.00003726268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003242636,0.00005016981,0.6865084,0.000301554,0.0001248933,0.00123075,0.005272159,0.002561612,0.2733581,0.0008593781,0.0001197174,0.02928906],"study_design_scores_gemma":[0.000009070461,0.00006886674,0.9901087,0.0000692367,0.00003181031,0.0005038244,0.001592746,0.002934454,0.002793978,0.0003137287,0.001558899,0.0000146441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992529,0.0001593678,0.0002480856,0.00002980824,8.514363e-7,0.000004242219,0.00006792226,0.000001919878,0.0002349455],"genre_scores_gemma":[0.9991562,0.0001596018,0.0004961157,0.00001085896,0.000001175485,0.000004158357,0.00005299038,0.000001441329,0.0001174468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004829648,"threshold_uncertainty_score":0.009603083,"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."}}