{"id":"W3135447140","doi":"10.1021/acssuschemeng.0c08933","title":"Practically Achievable Process Performance Limits for Pressure-Vacuum Swing Adsorption-Based Postcombustion CO <sub>2</sub> Capture","year":2021,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; University of Alberta","keywords":"Adsorption; Pressure swing adsorption; Bar (unit); Process engineering; Process (computing); Chemistry; Work (physics); Vacuum swing adsorption; Computer science; Chromatography; Thermodynamics; Engineering; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023828,0.0005023716,0.0004218075,0.0001093532,0.00007682013,0.0001704905,0.0003514898,0.0005076928,0.00001511039],"category_scores_gemma":[0.001314799,0.0006092702,0.0001367705,0.0006007726,0.0000388797,0.0005600551,0.0000612931,0.0007466205,0.000003913603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003780293,"about_ca_system_score_gemma":0.0002410819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002419964,"about_ca_topic_score_gemma":3.557133e-7,"domain_scores_codex":[0.9976963,0.00000748603,0.0004060583,0.0005225204,0.0003292681,0.001038345],"domain_scores_gemma":[0.9982697,0.0002614494,0.00008517859,0.0006130224,0.0006214438,0.000149189],"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":[0.00001685888,0.00002292544,0.00005032715,0.003876081,0.00006600665,0.00003880808,0.00004825904,0.4639355,0.5315522,0.00006649682,0.0002359504,0.00009063782],"study_design_scores_gemma":[0.0005141938,0.00001733656,0.00006507952,0.0001618284,0.0001051817,0.0000459825,0.0006669999,0.1622925,0.8310073,0.00003174509,0.00454619,0.0005456922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738984,0.00268881,0.01922571,0.0003592581,0.0001669759,0.000536475,0.00002364983,0.002535941,0.0005648391],"genre_scores_gemma":[0.9971403,0.0001158428,0.001357525,0.00003629491,0.000172252,0.0004023868,0.0001611225,0.0001650522,0.0004492554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301643,"threshold_uncertainty_score":0.9996359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004712870736710864,"score_gpt":0.2020808501834462,"score_spread":0.1973679794467354,"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."}}