{"id":"W4402279556","doi":"10.1016/j.jcou.2024.102922","title":"Experimental evaluation of electrochemically mediated amine regeneration integrated with amine thermal swing for CO2 capture at optimized desorption temperatures","year":2024,"lang":"en","type":"article","venue":"Journal of CO2 Utilization","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Amine gas treating; Desorption; Materials science; Thermal; Co2 removal; Swing; Thermal desorption; Regeneration (biology); Chemical engineering; Chemistry; Adsorption; Thermodynamics; Organic chemistry; Carbon dioxide; Mechanical engineering; Engineering; Physics","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":[0.0004838436,0.000188051,0.0002763279,0.0003004345,0.00002133065,0.00005006975,0.0001032971,0.0001798915,0.00003259572],"category_scores_gemma":[0.0002730349,0.0001439192,0.00008769793,0.0004209942,0.00004187817,0.0002827929,0.0000110253,0.0002048844,4.314298e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000563705,"about_ca_system_score_gemma":0.0001090377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001824098,"about_ca_topic_score_gemma":0.000009711051,"domain_scores_codex":[0.9986715,0.00005102673,0.0005026437,0.0001340448,0.0004980967,0.0001427298],"domain_scores_gemma":[0.9987934,0.0000918704,0.000186335,0.000116294,0.0007764737,0.00003559861],"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":[0.0002982889,0.00002188103,0.00002330612,0.00005754061,0.0001127094,0.00000254974,0.0002423185,0.1312709,0.8669103,0.00006347417,0.0005584388,0.0004382331],"study_design_scores_gemma":[0.0009622636,0.000158852,0.00005604517,0.000164349,0.0001333491,0.00004611994,0.0001741369,0.3512768,0.6468224,0.00002604081,0.000084648,0.00009499123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437578,0.008973505,0.04627483,0.0000859943,0.0002417912,0.0004084052,0.00001185669,0.0001975585,0.0000483169],"genre_scores_gemma":[0.9957952,0.0001049976,0.003631586,0.00001105551,0.0001034144,0.00003424854,0.0002539759,0.00004524336,0.00002024887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2200879,"threshold_uncertainty_score":0.5868855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100797544681515,"score_gpt":0.2623279671282537,"score_spread":0.2413199916814385,"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."}}