{"id":"W2969600024","doi":"10.1093/femsec/fiz122","title":"Fantastic yeasts and where to find them: the discovery of a predominantly clonal Cryptococcus deneoformans population in Saudi Arabian soils","year":2019,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Cryptococcus; Population; Soil water; Cryptococcus neoformans; Ecology; Microbiology; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194165,0.0002307418,0.0001729674,0.0006882951,0.000458684,0.0009427773,0.0001871014,0.000304794,0.0007613658],"category_scores_gemma":[0.0004650479,0.00009348585,0.00009193426,0.0005638578,0.0003875851,0.0003686028,0.0004666679,0.000186612,0.0001701238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023172,"about_ca_system_score_gemma":0.0002095731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007021217,"about_ca_topic_score_gemma":0.008332377,"domain_scores_codex":[0.9998626,0.00001949435,0.00001082823,0.00003444692,0.00003627241,0.00003639556],"domain_scores_gemma":[0.9997614,0.00002834051,0.00008517942,0.00001627988,0.00006108376,0.00004763873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004280166,0.00005113226,0.8724685,0.0001703655,0.00004282446,0.002110909,0.004807503,0.0001101211,0.06861996,0.0002110281,0.0004542265,0.05052555],"study_design_scores_gemma":[0.000007298784,0.0001254268,0.973203,0.00007892203,0.00002990462,0.005068398,0.009495491,0.0002853122,0.006677435,0.0001922402,0.00481754,0.00001916909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987401,0.0006794256,0.0001351961,0.00009338302,0.00000475796,0.000003562929,0.00008428323,0.000002105887,0.0002571588],"genre_scores_gemma":[0.9987204,0.000618859,0.0002869578,0.00007786509,0.000008770756,0.000001350941,0.00008806684,0.000001126588,0.0001965739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007021217,"threshold_uncertainty_score":0.01396072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923051631976191,"score_gpt":0.2426322593555089,"score_spread":0.233401743035747,"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."}}