{"id":"W2026553587","doi":"10.3155/1047-3289.61.3.277","title":"Development of a Livestock Odor Dispersion Model: Part II. Evaluation and Validation","year":2011,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Saskatchewan","funders":"","keywords":"Odor; Environmental science; Dispersion (optics); Plume; Atmospheric dispersion modeling; Meteorology; Air pollution; Chemistry; Geography; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327744,0.0007020419,0.000680279,0.0004240899,0.0004105066,0.0006656322,0.00129058,0.000874539,0.001506153],"category_scores_gemma":[0.002475816,0.0004433454,0.0005438848,0.0003492964,0.0002361023,0.0006769674,0.000677722,0.0007541152,0.0003718678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036944,"about_ca_system_score_gemma":0.001404583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01909854,"about_ca_topic_score_gemma":0.007889077,"domain_scores_codex":[0.9996594,0.00007525981,0.00002960298,0.0000523965,0.0001495444,0.00003377528],"domain_scores_gemma":[0.9990968,0.0003702033,0.00006000771,0.00007341207,0.0003622633,0.00003728135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000970747,0.0001901591,0.005921748,0.00009470595,0.00003957823,0.00007964757,0.00002549754,0.9646416,0.00583958,0.0003630367,0.0003861348,0.02232136],"study_design_scores_gemma":[0.00003001781,0.0000756594,0.0009086539,0.000006643949,0.000007606502,0.000008642962,0.000008086576,0.9947254,0.003787604,0.00007808894,0.0003563853,0.000007255054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7312317,0.0002301545,0.2569942,0.0002454909,0.00007998096,0.0008938597,0.001608839,0.001893135,0.006822546],"genre_scores_gemma":[0.9261732,0.0001390387,0.06962279,0.00004423615,0.00001044994,0.0007425647,0.001274552,0.00008868421,0.001904467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01909854,"threshold_uncertainty_score":0.03797477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310826319146408,"score_gpt":0.2424794265775325,"score_spread":0.2093711633860684,"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."}}