{"id":"W2317087065","doi":"10.1021/es404667f","title":"Modeling Competitive Adsorption of Mixtures of Volatile Organic Compounds in a Fixed-Bed of Beaded Activated Carbon","year":2014,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ford Motor Company","keywords":"Adsorption; Activated carbon; Component (thermodynamics); Chemistry; Thermodynamics; Chromatography; Carbon fibers; Organic chemistry; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001913805,0.0001461115,0.0003439543,0.0008367239,0.00001038829,0.00000238404,0.0005641235,0.0002150468,0.00001435959],"category_scores_gemma":[0.0001109374,0.0001511706,0.00003447021,0.001075943,0.001333471,0.00009270599,0.000259032,0.0002366483,8.150818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218153,"about_ca_system_score_gemma":0.00001398036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005053193,"about_ca_topic_score_gemma":0.00003779133,"domain_scores_codex":[0.9988918,0.00001380404,0.0003613695,0.0002379121,0.0002461018,0.0002489693],"domain_scores_gemma":[0.9994217,0.00003221057,0.0001050565,0.0004076392,0.00001183192,0.00002156571],"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":[0.000007845055,0.00004177626,0.004350282,0.00001696506,0.000006710804,3.391809e-7,0.0001301376,0.0120848,0.9823158,0.0005724045,6.058755e-7,0.0004723828],"study_design_scores_gemma":[0.0002636076,0.00009738419,0.002186185,0.00004547589,0.000006244036,0.000003807243,0.0006249853,0.1181341,0.8775229,0.001003475,0.000003870753,0.000107963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983865,0.0001490097,0.0006008695,0.00003824449,0.0000522329,0.0001618153,0.000006639474,0.0001982891,0.0004064003],"genre_scores_gemma":[0.999121,0.00003121595,0.0008129863,0.000002304535,0.00000328215,0.000009865417,0.00000300378,0.00001492817,0.000001408878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1060493,"threshold_uncertainty_score":0.6164558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004390938938897951,"score_gpt":0.182641080341883,"score_spread":0.1782501414029851,"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."}}