{"id":"W3166848599","doi":"10.1080/09603123.2021.1942437","title":"Control measures for airborne ammonia and respirable dust exposure in swine barns","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Health Research","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Prairie; University of Saskatchewan","funders":"","keywords":"Barn; Environmental science; Occupational exposure; Waste management; Contamination; Exposure assessment; Toxicology; Environmental engineering; Environmental health; Medicine; Engineering; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537112,0.00008581371,0.0002302819,0.0002344077,0.00006147305,0.00003287604,0.0002670974,0.00008794849,0.0001034243],"category_scores_gemma":[0.0008546837,0.0000759391,0.00006355717,0.00008132608,0.00007671933,0.0001194053,0.00009592185,0.0005723773,0.000003779103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083915,"about_ca_system_score_gemma":0.0001137314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003794087,"about_ca_topic_score_gemma":0.00002961774,"domain_scores_codex":[0.9982017,0.0000979129,0.0004872474,0.0001586526,0.0007356445,0.0003188296],"domain_scores_gemma":[0.9990556,0.0004715129,0.00009976178,0.0001048648,0.0001143176,0.0001539188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002411968,0.0009997059,0.03786865,0.0001509886,0.0002987854,0.0005250045,0.00042187,0.002161236,0.5601591,0.001580668,0.004129905,0.3892921],"study_design_scores_gemma":[0.04621412,0.003908029,0.3733034,0.001943687,0.00003837822,0.001061427,0.005537212,0.02114293,0.1902253,0.007836001,0.3478821,0.0009073972],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508445,0.0105952,0.003811974,0.03367214,0.0003910023,0.0003297426,0.0001253986,0.00002232189,0.0002077739],"genre_scores_gemma":[0.9970976,0.001075494,0.001065296,0.0002151442,0.0001982424,0.00001330596,0.000004444712,0.00001407872,0.0003163778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3883847,"threshold_uncertainty_score":0.3096707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07527621760249356,"score_gpt":0.3809422215246362,"score_spread":0.3056660039221427,"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."}}