{"id":"W2980608261","doi":"10.1080/02786826.2019.1682509","title":"Natural sources and experimental generation of bioaerosols: Challenges and perspectives","year":2019,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Vetenskapsrådet; Ministry of Defense; AFA Försäkring; Svenska Forskningsrådet Formas; Richard and Susan Smith Family Foundation","keywords":"Aerosol; Bioaerosol; Indoor bioaerosol; Environmental science; Biochemical engineering; Characterization (materials science); Natural (archaeology); Process engineering; Computer science; Meteorology; Nanotechnology; Engineering; Geography; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04426636,0.001063187,0.001246201,0.001204766,0.001014227,0.004817684,0.004045287,0.00316065,0.001846685],"category_scores_gemma":[0.02032466,0.0004756425,0.0008862776,0.001192348,0.004491272,0.00603654,0.002700544,0.003339369,0.0009752417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085591,"about_ca_system_score_gemma":0.003563979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467485,"about_ca_topic_score_gemma":0.003995662,"domain_scores_codex":[0.9846481,0.007709513,0.00122102,0.001227973,0.004751134,0.0004423367],"domain_scores_gemma":[0.9656208,0.02147435,0.00259329,0.003285161,0.006276741,0.000749538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0010082,0.002072438,0.02279137,0.02376345,0.0003696665,0.001226196,0.00178442,0.00956113,0.1876064,0.08499236,0.02028873,0.6445356],"study_design_scores_gemma":[0.000149068,0.004470208,0.01653915,0.007970052,0.0003099283,0.003170943,0.006067134,0.008857441,0.3464084,0.1172121,0.4883749,0.0004705951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06258111,0.6926715,0.1726609,0.04938661,0.00329317,0.0007589504,0.001075201,0.000535652,0.01703688],"genre_scores_gemma":[0.2936813,0.4928342,0.1953182,0.008631125,0.003120013,0.001489483,0.001390296,0.000279578,0.003255876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04426636,"threshold_uncertainty_score":0.2341056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189026769081328,"score_gpt":0.2363229663686032,"score_spread":0.2174202894604704,"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."}}