{"id":"W3199418752","doi":"10.1016/j.scitotenv.2021.150427","title":"Towards unravelling the Rosette agent enigma: Spread and emergence of the co-invasive host-pathogen complex, Pseudorasbora parva-Sphaerothecum destruens","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Shipping Federation of Canada","funders":"Agence Nationale de la Recherche","keywords":"Biology; Invasive species; Introduced species; Ecology; Biodiversity; Freshwater ecosystem; Population; Host (biology); Genetic diversity; Ecosystem; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002936261,0.0005522385,0.0009122155,0.001261639,0.001286571,0.004016513,0.001630588,0.003547163,0.001874494],"category_scores_gemma":[0.004078616,0.0004442442,0.0003068633,0.0009118024,0.004746355,0.01171784,0.002804246,0.004511968,0.0006439375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127597,"about_ca_system_score_gemma":0.001826446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437651,"about_ca_topic_score_gemma":0.00367958,"domain_scores_codex":[0.9995012,0.0001080629,0.00003143579,0.0001838942,0.00009561338,0.00007975994],"domain_scores_gemma":[0.997493,0.001133532,0.0004525908,0.0002782425,0.0002983913,0.0003442827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006803094,0.0005115766,0.174745,0.002934818,0.0003782858,0.002179508,0.01063299,0.009681528,0.2047955,0.1920999,0.01308193,0.3882786],"study_design_scores_gemma":[0.00005729578,0.0006339523,0.1925218,0.001141737,0.0002026817,0.004951619,0.02870707,0.02877819,0.01683867,0.483877,0.241969,0.0003210818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6439124,0.1898385,0.08874721,0.06509625,0.0009592294,0.00009092222,0.0006774813,0.000397177,0.0102808],"genre_scores_gemma":[0.8953658,0.06420222,0.02875037,0.006598126,0.0007904227,0.00005415483,0.0004792024,0.00008083332,0.00367893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004016513,"threshold_uncertainty_score":0.01552862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740969884424283,"score_gpt":0.2277203938726528,"score_spread":0.21031069502841,"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."}}