{"id":"W2149680723","doi":"10.1111/j.1567-1364.2011.00756.x","title":"Ecological structuring of yeasts associated with trees around Hamilton, Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"FEMS Yeast Research","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Biology; Candida parapsilosis; Yeast; Ecology; Colonization; Botany; Candida albicans; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003034064,0.0001235843,0.0001744471,0.00004552495,0.0001404905,0.00001178187,0.0002365422,0.0001052696,0.0002656626],"category_scores_gemma":[0.0001269261,0.00008838256,0.00003752155,0.0001236365,0.0002132092,0.00000279351,0.000161871,0.0002194301,0.000003259894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182395,"about_ca_system_score_gemma":0.0007014599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5947989,"about_ca_topic_score_gemma":0.9791161,"domain_scores_codex":[0.9986365,0.00008800902,0.0001709433,0.0002837697,0.000392995,0.0004277751],"domain_scores_gemma":[0.9992971,0.00002496353,0.00006021724,0.0002441111,0.0002722181,0.0001014173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009541991,0.0006454363,0.8603707,0.00005476258,0.001076938,0.0001880814,0.00234713,0.00007473558,0.1151168,0.0004509977,0.01677236,0.001947835],"study_design_scores_gemma":[0.0005309325,0.0006313402,0.9488609,0.00003655953,0.00001317924,0.00001158055,0.00071482,0.000008762642,0.04024191,0.00005500279,0.008705105,0.0001899313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875362,0.0001555046,0.000006486172,0.00001886516,0.00007013386,0.0001442832,0.00003188159,0.000005124418,0.01203155],"genre_scores_gemma":[0.9960386,0.00002262836,0.00008380849,0.00001282653,0.00007524098,0.00001556543,0.00003827182,0.00001470896,0.003698308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3843172,"threshold_uncertainty_score":0.4078994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392056142838956,"score_gpt":0.2747717490689112,"score_spread":0.2308511876405216,"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."}}