{"id":"W4417190129","doi":"10.1007/s44274-025-00479-1","title":"Assessment of indoor air quality in a primary school","year":2025,"lang":"en","type":"article","venue":"Discover Environment","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Indoor air quality; Particulates; Relative humidity; Air quality index; Noon; Air pollution","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004048481,0.0002575571,0.0003361178,0.0007431683,0.0007110101,0.0007751232,0.0002307906,0.000288308,0.00203613],"category_scores_gemma":[0.0005811465,0.0003090055,0.00019415,0.0006572655,0.0002587074,0.0002201605,0.0004675312,0.0002648273,0.0006137482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008637843,"about_ca_system_score_gemma":0.0004879322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388841,"about_ca_topic_score_gemma":0.04775612,"domain_scores_codex":[0.9994235,0.00008571181,0.00004057197,0.0001557432,0.0002120055,0.00008253782],"domain_scores_gemma":[0.9993433,0.0000498976,0.0001549282,0.00002984397,0.0002745804,0.0001474327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008296724,0.000121607,0.9895725,0.00003513362,0.00001699267,0.0001075125,0.0004694259,0.00006136348,0.005396563,0.000008560575,0.0001992299,0.003928164],"study_design_scores_gemma":[0.000001226755,0.0001904211,0.9987202,0.000003828485,0.000004662859,0.0000343149,0.0003918716,0.00005292389,0.000374429,0.000004096829,0.000220512,0.000001650108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981058,0.00009041354,0.000127306,0.00001374418,0.000005382761,0.00003728691,0.0003316877,0.00001206877,0.001276279],"genre_scores_gemma":[0.9984071,0.00004675049,0.0002142351,0.00001271593,0.000002767577,0.00001905754,0.0002177174,0.000001397837,0.00107836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02388841,"threshold_uncertainty_score":0.0474987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007695285699305207,"score_gpt":0.2668907586262366,"score_spread":0.2591954729269314,"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."}}