{"id":"W4414939190","doi":"10.1016/j.rvsc.2025.105930","title":"Exploring the indoor airborne microbiome and resistome in layer barns across Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Research in Veterinary Science","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Faculty of Veterinary Medicine, University of Calgary; Higher Education Commision, Pakistan","keywords":"Resistome; Indoor bioaerosol; Microbiome; Metagenomics; Bioaerosol; Antibiotic resistance; Pasteurella multocida; Airborne transmission; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434905,0.000438221,0.0003115718,0.001064892,0.002212113,0.001096218,0.0006108377,0.000348827,0.001314164],"category_scores_gemma":[0.0003326763,0.0002727258,0.000252299,0.001416052,0.0005900318,0.0001937744,0.0006070886,0.0003356255,0.0002258184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119061,"about_ca_system_score_gemma":0.01119737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9734536,"about_ca_topic_score_gemma":0.991011,"domain_scores_codex":[0.9995257,0.00002380434,0.00001251195,0.0001041516,0.0001919709,0.0001418798],"domain_scores_gemma":[0.9995734,0.00001858834,0.00004616119,0.00000993659,0.000258591,0.00009339919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004388186,0.00009878882,0.9200584,0.0002381159,0.0001110695,0.0009705934,0.005247616,0.0005070327,0.0390786,0.0003094005,0.002383848,0.03055776],"study_design_scores_gemma":[0.000005349033,0.00005801469,0.9906294,0.00005386682,0.00003216497,0.0001104066,0.005082824,0.0003188837,0.0007838824,0.0000282513,0.002884185,0.00001281575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993002,0.001016845,0.0005940706,0.0001883977,0.00001882596,0.00006652663,0.00283056,0.00001920877,0.002263547],"genre_scores_gemma":[0.9891679,0.001163494,0.002038075,0.0003985479,0.00001003197,0.00003436909,0.00267788,0.00001437693,0.004495323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02654636,"threshold_uncertainty_score":0.08638525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304046101456722,"score_gpt":0.3676005858252005,"score_spread":0.2371959756795283,"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."}}