{"id":"W1981405654","doi":"10.1002/1097-0290(20000120)72:2<156::aid-bit4>3.0.co;2-v","title":"Development of a novel bioreactor system for treatment of gaseous benzene","year":2000,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Bioreactor; Benzene; Hexadecane; Chemistry; Mass transfer; Volumetric flow rate; Chromatography; Analytical Chemistry (journal); Materials science; 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":[0.0003428133,0.0005569307,0.0006399095,0.0002271724,0.0002639251,0.0005447135,0.0007611281,0.0006698795,0.0004879922],"category_scores_gemma":[0.0002202222,0.0002333233,0.0004602122,0.0001870677,0.0001537919,0.0005267527,0.0003778201,0.0007402248,0.0006007411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438865,"about_ca_system_score_gemma":0.0006646709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512878,"about_ca_topic_score_gemma":0.002350016,"domain_scores_codex":[0.9997012,0.00002327439,0.00002281134,0.00009637549,0.0001209803,0.00003539324],"domain_scores_gemma":[0.9998884,0.00001636231,0.00001662103,0.000007668153,0.00004545742,0.00002553972],"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":[0.00001767328,0.00002850212,0.00005607785,0.00003140326,0.00000293377,0.00002569445,0.000008059519,0.0001263938,0.9973449,0.00003307975,0.0000271529,0.002298053],"study_design_scores_gemma":[0.00002687494,0.0003933668,0.001357185,0.000009801029,0.00002452594,0.0002133444,0.00001913948,0.008726696,0.9849761,0.00002689202,0.004209471,0.00001653328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6882908,0.002815434,0.3032622,0.0004974809,0.0003407469,0.0004284222,0.0005660458,0.002052824,0.001745972],"genre_scores_gemma":[0.7623398,0.002686412,0.2274119,0.0003031991,0.0001149549,0.0005292584,0.001091698,0.0001223036,0.00540048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002512878,"threshold_uncertainty_score":0.004996479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198279161749578,"score_gpt":0.2257624692594193,"score_spread":0.2059345530844615,"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."}}