{"id":"W2042780362","doi":"10.1021/bp0000149","title":"Toluene Removal in an Automated Cyclical Bioreactor","year":2000,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Toluene; Bioreactor; Chemistry; Derivative (finance); Oxygen; Bandwidth throttling; Transient (computer programming); Pulp and paper industry; Carbon dioxide; Chromatography; Chemical engineering; Computer science; Organic chemistry; Engineering","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":[0.0002388615,0.0003083989,0.0002914734,0.0002041689,0.000226508,0.0003310977,0.0005993542,0.000255759,0.0004133067],"category_scores_gemma":[0.0004488328,0.0001407013,0.0001683879,0.0002338112,0.0002567547,0.0001916304,0.0003704613,0.000349414,0.0001721713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005532135,"about_ca_system_score_gemma":0.0005139073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785716,"about_ca_topic_score_gemma":0.003401297,"domain_scores_codex":[0.9994691,0.00005737442,0.00002550247,0.0001216293,0.0002818015,0.00004461478],"domain_scores_gemma":[0.9996674,0.00006505802,0.00009399121,0.00004788786,0.00009465868,0.0000310356],"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":[0.00008004309,0.00008270349,0.0004355076,0.00004336621,0.000005228516,0.00002735798,0.00002190948,0.001248025,0.9849658,0.00007050538,0.00009557636,0.01292387],"study_design_scores_gemma":[0.00003190816,0.0004986542,0.003071561,0.000004045367,0.00002051275,0.0001220347,0.00001121975,0.03326333,0.960817,0.0000466303,0.002090117,0.00002293219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466944,0.000286429,0.05036356,0.0001196436,0.00004919589,0.00008940139,0.000133554,0.000931098,0.001332665],"genre_scores_gemma":[0.9715008,0.0001485429,0.0265403,0.00006666406,0.00002354536,0.00006823858,0.0001239701,0.00002758119,0.001500322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002785716,"threshold_uncertainty_score":0.00553906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397050613647688,"score_gpt":0.2866362203554372,"score_spread":0.2726657142189604,"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."}}