{"id":"W4403920414","doi":"10.1080/15459624.2024.2406240","title":"Airborne dust and bioaerosols in Canadian conventional and alternative houses for laying hens","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut de Recherche et de Développement en Agroenvironnement; Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Indoor bioaerosol; Environmental science; Sawdust; Litter; Indoor air quality; Laying; Manure; Feather pecking; Particulates; Air quality index; Bioaerosol; Toxicology; Waste management; Environmental engineering; Environmental health; Feather; Biology; Ecology; Engineering; Geography; Aerosol; Meteorology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003736867,0.0000879445,0.0001186401,0.0000850898,0.000116745,0.00003821674,0.00003960607,0.00004369426,0.0001847311],"category_scores_gemma":[0.00002572637,0.00007547638,0.00002495058,0.00004720375,0.0001949776,0.0003408891,0.00003797802,0.0001070135,0.000004955939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295246,"about_ca_system_score_gemma":0.00004431633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00492882,"about_ca_topic_score_gemma":0.003481264,"domain_scores_codex":[0.9992227,0.00002414807,0.0002491807,0.0001400252,0.0001727514,0.0001912148],"domain_scores_gemma":[0.9995092,0.0001170794,0.00006749853,0.00002814099,0.00000252604,0.0002756255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000222697,0.00009044015,0.9693644,0.00008857914,0.00003683201,0.00005134878,0.001183619,0.0004586717,0.000932899,0.001577854,0.001547104,0.02444555],"study_design_scores_gemma":[0.0005270729,0.0002044209,0.9835324,0.00007245247,0.00001251611,0.0001502848,0.0004063761,0.002515328,0.00007688534,0.001633389,0.01076721,0.0001016437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959961,0.0009012963,0.0002554541,0.002405705,0.00009039672,0.0001169517,0.0001553211,0.000002473173,0.00007632647],"genre_scores_gemma":[0.9974924,0.0004881769,0.001096889,0.0007442655,0.00007041799,0.000004242293,0.00001355102,0.000007054481,0.00008300049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434391,"threshold_uncertainty_score":0.7450935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492871252801672,"score_gpt":0.3159855035628963,"score_spread":0.2710567910348796,"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."}}