{"id":"W4417029829","doi":"10.1051/e3sconf/202567201001","title":"Effect of ventilation and wearing a facemask in reducing indoor aerosol transmission","year":2025,"lang":"fr","type":"article","venue":"E3S Web of Conferences","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Ventilation (architecture); Airborne transmission; Coronavirus disease 2019 (COVID-19); Aerosol; Transmission (telecommunications); Respirator; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007970889,0.0001283554,0.000443846,0.0003034004,0.00003965678,0.00001488437,0.00003995307,0.0001598776,0.0002431834],"category_scores_gemma":[0.0001488581,0.0001147173,0.00007621181,0.0002821027,0.0001142816,0.0001308042,0.0000175529,0.0001743781,0.000002106949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002914069,"about_ca_system_score_gemma":0.0004682219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004979896,"about_ca_topic_score_gemma":0.00004124934,"domain_scores_codex":[0.9988207,0.0001996724,0.0004854356,0.0001851825,0.0001521628,0.0001568439],"domain_scores_gemma":[0.9993024,0.000294852,0.0001840919,0.00009198927,0.00008732684,0.00003927636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001156551,0.0001248088,0.41114,0.003341462,0.00009286671,0.000002705801,0.0007166687,0.0002083593,0.09800205,0.003128571,0.00002615833,0.4820598],"study_design_scores_gemma":[0.007186589,0.001845409,0.3631119,0.01794079,0.0005065841,0.000005265869,0.0002888264,0.1058035,0.500259,0.0002282676,0.00263468,0.0001892576],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743628,0.007516327,0.005462281,0.0004408688,0.0008667707,0.0005298111,0.000003172424,0.00001138547,0.0108066],"genre_scores_gemma":[0.997775,0.0005455716,0.00005848788,0.000007636017,0.00006189534,0.000009298064,0.000006446337,0.000004605758,0.00153112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4818706,"threshold_uncertainty_score":0.4678036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054062897120653,"score_gpt":0.2920045452699505,"score_spread":0.281463916298744,"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."}}