{"id":"W2313631568","doi":"10.1177/1420326x15610396","title":"The impact of renovation on indoor airborne bacterial and fungal populations","year":2015,"lang":"en","type":"article","venue":"Indoor and Built Environment","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microorganism; Population; Biology; Bacteria; Indoor air; Environmental engineering; Environmental science; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004126809,0.000141011,0.0001372031,0.00002186564,0.0001863059,0.00003324631,0.0000998293,0.00008034691,0.0001887272],"category_scores_gemma":[0.00003486509,0.00009354426,0.00004476181,0.00006248296,0.0003013032,0.0001225348,0.000142288,0.000115509,0.0000492123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441974,"about_ca_system_score_gemma":0.00001262666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007258928,"about_ca_topic_score_gemma":0.00009351178,"domain_scores_codex":[0.9990594,0.00008120804,0.0002542473,0.000216521,0.0001924708,0.0001960854],"domain_scores_gemma":[0.9995099,0.0000434513,0.0001158341,0.0002163964,0.000004072225,0.0001103746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002233302,0.001094343,0.5715817,0.00002493838,0.0001691914,0.00001300556,0.005728654,0.005200815,0.1862127,0.003400556,0.02131299,0.2030278],"study_design_scores_gemma":[0.001577421,0.0009891021,0.9792579,0.00001365658,0.00002445616,0.00002161458,0.0001697933,0.0001951921,0.004925098,0.001866444,0.01072235,0.0002370241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981673,0.00006189978,0.00006304726,0.0003950336,0.0001005819,0.0002421732,0.00003535004,0.000009164522,0.0009254988],"genre_scores_gemma":[0.999253,0.00004476171,0.000180129,0.00005247758,0.00006456608,0.00001004559,0.00001928542,0.000009692148,0.0003660811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4076762,"threshold_uncertainty_score":0.3814624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623389696788368,"score_gpt":0.27482726509656,"score_spread":0.2385933681286763,"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."}}