{"id":"W4416463669","doi":"10.1016/j.buildenv.2025.113988","title":"Ten questions concerning indoor dust","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto; University of Washington; U.S. Environmental Protection Agency; W. M. Keck Foundation; Queensland University of Technology; U.S. Department of Housing and Urban Development; National Science Foundation","keywords":"Indoor air; Mineral dust; Atmospheric dust; Dust control; Human health; Sampling (signal processing)","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":[0.007291772,0.0003059046,0.0005219374,0.0008647945,0.00248555,0.004417243,0.001843445,0.005963977,0.01236063],"category_scores_gemma":[0.02305608,0.0002408887,0.0004625639,0.001309737,0.01281379,0.005719487,0.002903782,0.004672156,0.0009075488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129769,"about_ca_system_score_gemma":0.002177869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434543,"about_ca_topic_score_gemma":0.002973544,"domain_scores_codex":[0.9963296,0.001855137,0.000161944,0.0004195692,0.0009034519,0.0003302804],"domain_scores_gemma":[0.9791733,0.01642327,0.001098671,0.000681443,0.001970878,0.0006524366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002743742,0.0001963536,0.01563187,0.0007249036,0.0000491251,0.0009722766,0.01361978,0.001173341,0.001158103,0.8001544,0.0413761,0.1246694],"study_design_scores_gemma":[0.0000321603,0.00006174226,0.01067397,0.0005347189,0.00002736073,0.0005918025,0.03335039,0.0007029356,0.0007526785,0.759782,0.1934493,0.00004099232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1043931,0.03531598,0.02562482,0.6263064,0.004439026,0.000130883,0.0006365716,0.00004804201,0.2031052],"genre_scores_gemma":[0.8583375,0.01860275,0.007275818,0.08136211,0.005419414,0.0002484771,0.0004445966,0.00003679884,0.02827265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01236063,"threshold_uncertainty_score":0.04135042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037905808741437,"score_gpt":0.2341191279863908,"score_spread":0.2237400698989764,"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."}}