{"id":"W2153552975","doi":"10.1111/ina.12047","title":"Indoor airborne bacterial communities are influenced by ventilation, occupancy, and outdoor air source","year":2013,"lang":"en","type":"article","venue":"Indoor Air","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":424,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Alfred P. Sloan Foundation","keywords":"Indoor bioaerosol; Occupancy; Bioaerosol; Environmental science; Ventilation (architecture); HVAC; Indoor air; Environmental engineering; Architectural engineering; Meteorology; Geography; Engineering; Air conditioning","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":[0.0003466215,0.0001947778,0.0003092914,0.0004691983,0.0002882874,0.0006453564,0.0001411371,0.0002481918,0.0006165898],"category_scores_gemma":[0.0008872536,0.0002253588,0.0001992943,0.0004243822,0.0004015786,0.000389475,0.0004605343,0.0001962844,0.0001432188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583032,"about_ca_system_score_gemma":0.0001891813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003925635,"about_ca_topic_score_gemma":0.006374772,"domain_scores_codex":[0.9994742,0.0001541228,0.00002273959,0.0001320177,0.00009173858,0.0001251304],"domain_scores_gemma":[0.9992915,0.0001957563,0.0002430021,0.0000421403,0.0001273315,0.0001001877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005192143,0.0001398205,0.8202475,0.0000556351,0.00007659719,0.0001023472,0.0009823083,0.0003218283,0.1668958,0.00006329615,0.00004662908,0.01054904],"study_design_scores_gemma":[0.000001909586,0.0002230736,0.9936023,0.000004580129,0.00001584162,0.00007543479,0.0007350757,0.0004530078,0.004738132,0.00004959544,0.00009389373,0.000007044065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995989,0.00005000303,0.0001690387,0.000004026877,8.055651e-7,0.000003139717,0.00003944731,0.00000167974,0.0001328602],"genre_scores_gemma":[0.9995183,0.00003998589,0.0002730669,0.000005710797,0.000001661949,0.000004387817,0.00006773476,0.000002114154,0.00008704792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003925635,"threshold_uncertainty_score":0.007805526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007748832586574593,"score_gpt":0.2098372364821047,"score_spread":0.2020884038955301,"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."}}