{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030706,0.0002301088,0.00009617273,0.0004453462,0.001080561,0.0004267601,0.0002753637,0.0001529133,0.0006239848],"category_scores_gemma":[0.000221871,0.0001833594,0.0001329243,0.0006080189,0.0003665233,0.0001586911,0.0002703559,0.0001403385,0.00005907685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005645334,"about_ca_system_score_gemma":0.002351359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8479419,"about_ca_topic_score_gemma":0.9655364,"domain_scores_codex":[0.9997475,0.00001248089,0.0000110407,0.00005486544,0.0001101125,0.00006402496],"domain_scores_gemma":[0.9997035,0.0000173129,0.00006442773,0.000008822077,0.0001362113,0.00006963709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003183925,0.00009070196,0.9595188,0.00007472211,0.00003392728,0.000510455,0.001912269,0.00034694,0.02627956,0.00007231162,0.0002989971,0.01054288],"study_design_scores_gemma":[0.000001803011,0.00006494872,0.9979051,0.000003063243,0.00000528482,0.00003744068,0.0008690996,0.00008514525,0.0007407785,0.000003360357,0.000280477,0.000003380711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993665,0.00004448516,0.00003094894,0.000007883047,8.127572e-7,0.000005901625,0.000136286,9.621659e-7,0.0004062709],"genre_scores_gemma":[0.9989631,0.00008453125,0.0001569399,0.0000129093,9.124513e-7,0.000003019099,0.0002105567,7.232078e-7,0.000567164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520581,"threshold_uncertainty_score":0.3059071,"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."}}