{"id":"W7065149146","doi":"","title":"The Development of Emission Factors for Ammonia and Size-Fractioned Particulate Matter from a Cage-Free Layer Facility in Western Canada","year":2020,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barn; Particulates; Litter; Ventilation (architecture); Ammonia; Air quality index; Pollutant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004334005,0.0004271356,0.0002066423,0.0007703908,0.001559402,0.0008809085,0.0006441664,0.000210743,0.0006470519],"category_scores_gemma":[0.0006154707,0.0002695991,0.0003845391,0.001302465,0.0004535057,0.0002838303,0.0004325206,0.0003018472,0.0001186026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01870668,"about_ca_system_score_gemma":0.01462123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9856259,"about_ca_topic_score_gemma":0.9934021,"domain_scores_codex":[0.9992682,0.00002546998,0.00001832016,0.0001245684,0.0004046136,0.0001587215],"domain_scores_gemma":[0.9990985,0.00003783776,0.00006538963,0.00001808911,0.0007021872,0.00007791634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003072112,0.0002203199,0.8993239,0.0001722842,0.0001491988,0.0007027515,0.001972693,0.0056433,0.05098302,0.0003377802,0.001561445,0.03862594],"study_design_scores_gemma":[0.000007035312,0.000124645,0.98742,0.00001885991,0.0000347034,0.00007597391,0.001272495,0.003886971,0.005321722,0.00002184798,0.001791197,0.00002456994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945411,0.00008941138,0.001238964,0.00003820755,0.000003398124,0.0000640232,0.0007614861,0.00002803851,0.003235322],"genre_scores_gemma":[0.9940864,0.0001530905,0.002676086,0.00004179382,0.000001377127,0.0000297592,0.001107892,0.0000129049,0.001890614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01870668,"threshold_uncertainty_score":0.1357271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455588822119021,"score_gpt":0.2270335328707843,"score_spread":0.2124776446495941,"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."}}