{"id":"W3088335600","doi":"10.1039/d0ee02585b","title":"A single-component water-lean post-combustion CO<sub>2</sub>capture solvent with exceptionally low operational heat and total costs of capture – comprehensive experimental and theoretical evaluation","year":2020,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Imaging Technology Commercialization","funders":"U.S. Department of Energy","keywords":"Combustion; Amine gas treating; Solvent; Component (thermodynamics); Process engineering; Chemistry; Environmental science; Waste management; Thermodynamics; Organic chemistry; 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":[0.0001003685,0.000222676,0.0001832256,0.0000698779,0.00007918775,0.0000469438,0.0001281891,0.00008732516,0.00005398228],"category_scores_gemma":[0.000009212411,0.0001757427,0.00003098224,0.00008988318,0.001514305,0.0002514792,0.0001407191,0.0001312613,0.000002487611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201357,"about_ca_system_score_gemma":0.00001762953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008227325,"about_ca_topic_score_gemma":0.000003074717,"domain_scores_codex":[0.9984387,0.00002654944,0.0001908254,0.000398783,0.0007042598,0.0002409404],"domain_scores_gemma":[0.9996454,0.00002545899,0.00002616394,0.0001335048,0.00002429549,0.000145212],"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":[0.00004850087,0.00006123154,0.000149898,0.000007301302,0.00001392038,0.000005281343,0.000724987,0.02406776,0.9724304,0.001784925,0.00001044518,0.0006953258],"study_design_scores_gemma":[0.0005673015,0.0002548583,0.005744288,0.00002947791,0.00001786224,0.00008728151,0.001571747,0.03914793,0.952309,0.00003798962,0.000009570366,0.0002226525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978281,0.0006174819,0.0007752355,0.0003146011,0.00005579443,0.0002196361,0.00003195758,0.00008250745,0.00007473554],"genre_scores_gemma":[0.9992623,0.00003030167,0.0003378217,0.0001866854,0.00002866173,0.00003072462,0.0001035396,0.00001913479,8.084788e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02012138,"threshold_uncertainty_score":0.7166578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006189501768003411,"score_gpt":0.1864367926230548,"score_spread":0.1802472908550514,"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."}}