{"id":"W4414511114","doi":"10.1128/spectrum.01626-25","title":"Dynamic airborne mycobiome in the metropolitan city transit system is driven by seasonality and station type","year":2025,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metropolitan area; Seasonality; Diversity (politics); Public transport; Fungal Diversity; Public health; Transit (satellite)","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":[0.0002002646,0.0002472897,0.000228119,0.0006148313,0.0004017207,0.000610373,0.0002300599,0.0002657692,0.001313443],"category_scores_gemma":[0.0006001524,0.0001498638,0.0003005287,0.0009276355,0.0001904565,0.0003468632,0.0005314694,0.0002811018,0.0002325462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003413562,"about_ca_system_score_gemma":0.0003573179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01910001,"about_ca_topic_score_gemma":0.04090494,"domain_scores_codex":[0.9997687,0.00003773603,0.0000150462,0.00007638541,0.00003533226,0.00006693966],"domain_scores_gemma":[0.9995722,0.00004146476,0.0001683706,0.0000280586,0.0001134261,0.00007643349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007853044,0.00002149122,0.9912083,0.00003391076,0.00006102895,0.00009787142,0.0004785088,0.0001608966,0.003640284,0.00003146814,0.0002864848,0.003901025],"study_design_scores_gemma":[6.330445e-7,0.00002132199,0.99864,0.000006606547,0.00001345985,0.00003860825,0.0005288664,0.0002986823,0.0001474466,0.00001561443,0.0002861554,0.000002570936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990109,0.0001274866,0.0001306818,0.00002961768,0.000004567329,0.000005154198,0.0005019807,0.00000407922,0.0001855207],"genre_scores_gemma":[0.9990215,0.00006456216,0.0001429259,0.00001811963,0.000006344061,0.00000649349,0.0005223202,0.000002802789,0.0002149233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01910001,"threshold_uncertainty_score":0.0379777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00522585691996658,"score_gpt":0.2296821702899095,"score_spread":0.2244563133699429,"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."}}