{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002998715,0.0003277442,0.0003549105,0.00005583677,0.0005097984,0.0001072926,0.0004431109,0.0002444739,0.00368423],"category_scores_gemma":[0.00005425423,0.0003163196,0.00009114346,0.0002085325,0.0006033496,0.0007999268,0.0004129018,0.0003749818,0.001596511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243419,"about_ca_system_score_gemma":0.00001964888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006179569,"about_ca_topic_score_gemma":0.001309829,"domain_scores_codex":[0.998097,0.0002217494,0.000490528,0.0003531159,0.0003130255,0.0005246022],"domain_scores_gemma":[0.9989264,0.0001013385,0.0002611846,0.0004740491,0.00004268827,0.0001943109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004357741,0.0006609337,0.5746054,0.0001559624,0.0001361354,0.00001186868,0.01711237,0.0002542716,0.1332074,0.0001191468,0.2438697,0.02943107],"study_design_scores_gemma":[0.002198873,0.0002227662,0.6913944,0.0001037345,0.00003934645,0.00003253015,0.003129511,0.0001037429,0.0249268,0.0002664628,0.2767457,0.0008361456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960831,0.00006126556,0.0001746518,0.001011531,0.0002837444,0.0005972737,0.0001080105,0.0001458964,0.001534524],"genre_scores_gemma":[0.9952633,0.00001464464,0.0002957105,0.002110569,0.0001164496,0.00006310137,0.0001199745,0.00003800081,0.001978225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.116789,"threshold_uncertainty_score":0.9999289,"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."}}