{"id":"W2041155936","doi":"10.1016/j.biortech.2010.10.100","title":"Air sampling methods for VOCs related to field-scale biosecure swine mortality composting","year":2010,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Food Inspection Agency","keywords":"Aeration; Airflow; Environmental science; Duct (anatomy); Volatile organic compound; Waste management; Compost; Environmental engineering; Pulp and paper industry; Environmental chemistry; Chemistry; Engineering; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007776393,0.0002422991,0.0003423009,0.00009231336,0.0004106275,0.00003483994,0.0007146302,0.0005631216,0.00004580507],"category_scores_gemma":[0.00103847,0.0001203387,0.0001367065,0.0008102427,0.0001138172,0.00003104047,0.0003702526,0.0005545558,0.0000110752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001786344,"about_ca_system_score_gemma":0.000007804382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001919046,"about_ca_topic_score_gemma":0.0002649234,"domain_scores_codex":[0.9983603,0.00005760283,0.0004103365,0.0005660319,0.0001014816,0.0005042344],"domain_scores_gemma":[0.9984275,0.0009075245,0.0001566761,0.0002463042,0.0001387385,0.0001233087],"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":[0.00001742518,0.00004582574,0.01722067,0.000006663538,0.000009934218,9.671908e-7,0.00003781262,0.000001709834,0.7876684,0.0006103527,0.0002576139,0.1941226],"study_design_scores_gemma":[0.0003472092,0.001483652,0.08060771,0.0001248055,0.00005928464,0.0001094074,0.0002919738,0.001444926,0.6219031,0.01464738,0.278056,0.0009245613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845086,0.00004824381,0.00268006,0.009522184,0.0002411188,0.0005386407,0.00003224605,0.00215366,0.0002752992],"genre_scores_gemma":[0.8159905,0.000001750867,0.1833158,0.0004125607,0.0001344077,0.00005513609,0.00003781383,0.000004212429,0.00004784059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2777984,"threshold_uncertainty_score":0.4907268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038134807197026,"score_gpt":0.3599002304692975,"score_spread":0.3295188823973272,"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."}}