{"id":"W1813716188","doi":"10.1371/journal.pone.0127916","title":"Colonization History, Host Distribution, Anthropogenic Influence and Landscape Features Shape Populations of White Pine Blister Rust, an Invasive Alien Tree Pathogen","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Natural Resources Canada; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Genome Canada","keywords":"Colonization; Biology; Population; Ecology; Host (biology); Genetic structure; Population genetics; Genetic variation; Genetics; Demography; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000723267,0.0001124437,0.0001599582,0.00002919905,0.00009534002,0.000009104716,0.00008359037,0.00009542408,0.00002420842],"category_scores_gemma":[0.0001734702,0.0001006069,0.00002429814,0.00007134821,0.0001215792,0.00001241383,0.0001197842,0.00004314187,0.000001773412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002570992,"about_ca_system_score_gemma":0.00007289007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003910321,"about_ca_topic_score_gemma":0.0003977955,"domain_scores_codex":[0.9993178,0.00003197707,0.000160975,0.000221689,0.00014164,0.0001259159],"domain_scores_gemma":[0.9992667,0.000005050999,0.0001048767,0.0001982286,0.0003361161,0.0000890607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001341686,0.0006364784,0.4988497,0.00006682861,0.0001435125,0.000002633784,0.0007351502,0.00004482057,0.4940434,0.0001600351,0.005064043,0.0001191882],"study_design_scores_gemma":[0.001309816,0.001198848,0.9484251,0.0000899639,0.0003214025,0.0000123973,0.0004031106,0.0001913283,0.0436699,0.00005286969,0.003920728,0.0004045473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954934,0.003572617,0.00006150211,0.0002147032,0.00003552929,0.0001734191,0.0002809642,0.00001100306,0.0001568612],"genre_scores_gemma":[0.9971177,0.0003541679,0.0004433645,0.0000888423,0.0001132085,0.00001447845,0.001497151,0.00001274258,0.0003583275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4503735,"threshold_uncertainty_score":0.4102632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612464853903496,"score_gpt":0.241030661100447,"score_spread":0.204906012561412,"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."}}