{"id":"W2137338539","doi":"10.1680/jees.2014.9.1.62","title":"Bioscrubbing as a treatment for a complex mixture of volatile organic compounds: influence of the absorption column characteristics on performance","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Absorption (acoustics); Packed bed; Chemistry; Mass transfer; Inlet; Biodegradation; Column (typography); Bioreactor; Chromatography; Chemical engineering; Organic chemistry; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003023297,0.001000809,0.0007002985,0.0003328793,0.0003611477,0.0005772037,0.0005119906,0.0005634269,0.001002663],"category_scores_gemma":[0.0003455061,0.0002408922,0.000375742,0.0003005599,0.0003023069,0.0004323468,0.0003597272,0.0005777073,0.0006223227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181848,"about_ca_system_score_gemma":0.0003084733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132384,"about_ca_topic_score_gemma":0.002167292,"domain_scores_codex":[0.9996876,0.00005674473,0.00001341362,0.00007832453,0.0001068679,0.00005707814],"domain_scores_gemma":[0.9997661,0.00008457911,0.00004221688,0.00001616326,0.00005236333,0.00003867114],"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":[0.00003317119,0.0000159478,0.00005308557,0.00004020058,0.000002603134,0.000008563909,0.00000883804,0.00003950063,0.9983332,0.000007817967,0.00001231634,0.001444719],"study_design_scores_gemma":[0.000002466971,0.0001737632,0.001232613,0.000003292365,0.000009661668,0.00003810452,0.00001099173,0.000426272,0.9976653,0.000005859014,0.0004274973,0.000004236481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794115,0.001890758,0.01708216,0.0001104771,0.0000354968,0.00009130632,0.0001478079,0.0003119293,0.0009184881],"genre_scores_gemma":[0.9679258,0.00192741,0.02565104,0.0001125661,0.0000284956,0.00007588515,0.0003864758,0.0001684875,0.003723952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001132384,"threshold_uncertainty_score":0.003354251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007737610616683563,"score_gpt":0.1973955415238845,"score_spread":0.189657930907201,"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."}}