{"id":"W2021967074","doi":"10.1021/ie050570d","title":"Rigorous Model for Predicting the Behavior of CO<sub>2</sub> Absorption into AMP in Packed-Bed Absorption Columns","year":2005,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Packed bed; Absorption (acoustics); Column (typography); Absolute deviation; Aqueous solution; Analytical Chemistry (journal); Materials science; Thermodynamics; Chemistry; Chromatography; Physics; Mathematics; Physical chemistry; Statistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009232373,0.000658006,0.0009568494,0.0004412479,0.0005656707,0.0008259864,0.001446678,0.001737795,0.001441477],"category_scores_gemma":[0.002671119,0.0005150842,0.0009770474,0.0004037911,0.001107841,0.001010754,0.0005493396,0.001076695,0.0003066194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265947,"about_ca_system_score_gemma":0.002061666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190307,"about_ca_topic_score_gemma":0.00436279,"domain_scores_codex":[0.9996716,0.00008580262,0.00001247163,0.00002555723,0.0001493131,0.00005525213],"domain_scores_gemma":[0.9988733,0.0006783526,0.00009128463,0.00006710095,0.0002435276,0.00004639418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009858823,0.00001620229,0.0001704712,0.00001760973,0.000007834409,0.00002526727,0.0000119063,0.9904705,0.001618332,0.006807916,0.0001065188,0.0007374645],"study_design_scores_gemma":[0.000003372916,0.000003706537,0.00002714132,7.061136e-7,9.069705e-7,0.000002070478,0.000001204386,0.999257,0.0001241386,0.0005251273,0.00005324559,0.000001310223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1440274,0.0002979859,0.8414575,0.0004621078,0.00006487809,0.0001530936,0.0003253562,0.0005619297,0.01264958],"genre_scores_gemma":[0.8894924,0.0004779932,0.09938533,0.000221106,0.00005873446,0.0006903035,0.0004823306,0.0002335143,0.008958285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01190307,"threshold_uncertainty_score":0.02366757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06153821200574412,"score_gpt":0.3076260792417166,"score_spread":0.2460878672359725,"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."}}