{"id":"W3140679040","doi":"10.1002/jeq2.20227","title":"Ammonia emissions and dispersion from broiler production","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental science; Seasonality; Ammonia; Litter; Broiler; Production (economics); Arid; Ammonia production; Atmospheric sciences; Environmental protection; Ecology; Animal science; 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":[0.0001500112,0.00008154368,0.0001773807,0.00002105284,0.00005033225,0.0000114706,0.0000677389,0.00008063304,0.0003614897],"category_scores_gemma":[0.0002969787,0.00006443517,0.00007632036,0.00003511257,0.00004795366,0.0001269972,0.00007868998,0.0002419723,0.000006612898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000682893,"about_ca_system_score_gemma":0.000007619152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000759232,"about_ca_topic_score_gemma":8.616056e-7,"domain_scores_codex":[0.9992347,0.00003674177,0.0003069832,0.000129742,0.000197541,0.00009427473],"domain_scores_gemma":[0.9995604,0.00006743745,0.0001297623,0.0001447121,0.000008354295,0.00008930465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003064015,0.00009436953,0.008272948,0.000006573342,0.00002548739,0.00001236327,0.0000699431,0.00003471124,0.9739904,0.00001780925,0.0003467177,0.01709804],"study_design_scores_gemma":[0.0008405898,0.00004257493,0.1941774,0.0001011321,0.00005656526,0.0000771894,0.001542273,0.000217603,0.7879272,0.0009449429,0.01387502,0.0001975061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964974,0.001553599,0.0003999406,0.001238233,0.0001764901,0.00001994154,0.00001574245,0.00001866459,0.00008001735],"genre_scores_gemma":[0.9971377,0.000497953,0.001704404,0.00003799394,0.0001324118,4.52532e-7,0.000004419476,0.000007310673,0.0004773847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860632,"threshold_uncertainty_score":0.3958058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755393829835387,"score_gpt":0.2558984397683813,"score_spread":0.2383445014700274,"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."}}