{"id":"W1982134396","doi":"10.1002/bit.20876","title":"Transient performance of two‐phase partitioning bioreactors treating a toluene contaminated gas stream","year":2006,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Aqueous solution; Bioreactor; Hexadecane; Chemistry; Toluene; Aqueous two-phase system; Phase (matter); Chromatography; Volatile organic compound; Volume (thermodynamics); Chemical engineering; Organic chemistry; Thermodynamics","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":[0.0002320844,0.0006516864,0.0006336216,0.000201575,0.0001998265,0.000556646,0.0003672717,0.0004640243,0.0006592819],"category_scores_gemma":[0.0003159507,0.000175268,0.0003900926,0.0002233699,0.0001995517,0.0003397681,0.0004337317,0.0005440722,0.0003163606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004435559,"about_ca_system_score_gemma":0.0004050889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002628534,"about_ca_topic_score_gemma":0.001752441,"domain_scores_codex":[0.9996831,0.00004059338,0.00003045617,0.00007290904,0.0000945823,0.00007818932],"domain_scores_gemma":[0.999796,0.00006354361,0.00003608496,0.00001667404,0.00005525442,0.00003236829],"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":[0.0001454944,0.00004456779,0.0001801527,0.00002532296,0.000004197385,0.00001602404,0.00001734586,0.0001450414,0.9984004,0.000007598597,0.000009748412,0.001004254],"study_design_scores_gemma":[0.000005130006,0.0003195803,0.0008511656,0.000001871873,0.00000618483,0.00001269787,0.0000259169,0.001006031,0.9976483,0.000004179401,0.0001146749,0.000004255972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974746,0.0001752551,0.001822484,0.00003320727,0.00001679646,0.00002166471,0.0001112109,0.00006846081,0.0002763397],"genre_scores_gemma":[0.9965335,0.000209425,0.002091653,0.00003072817,0.000006949096,0.00004136553,0.0002331879,0.00001718673,0.000836071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002628534,"threshold_uncertainty_score":0.005226433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007161803831310705,"score_gpt":0.2194470418892193,"score_spread":0.2122852380579086,"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."}}