{"id":"W3211825780","doi":"10.1002/cjce.24322","title":"Experimental study on the absorption enhancement of <scp> CO <sub>2</sub> </scp> by <scp>MDEA‐MEA</scp> based nanofluids","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Nanofluid; Absorption (acoustics); Mass transfer; Pulmonary surfactant; Chemical engineering; Amine gas treating; Materials science; Nanoparticle; Aqueous solution; Chromatography; Chemistry; Nanotechnology; Organic chemistry; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003405329,0.0004653237,0.0002641708,0.0001917068,0.0003024761,0.0001629136,0.0002426462,0.0004423315,0.0006254599],"category_scores_gemma":[0.0003562248,0.0002107032,0.0002349731,0.0002117529,0.0002780122,0.0003030595,0.0001573971,0.000321887,0.0001776933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936627,"about_ca_system_score_gemma":0.000169772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009917369,"about_ca_topic_score_gemma":0.00116423,"domain_scores_codex":[0.9998267,0.00002468608,0.00001533029,0.00004212734,0.00006466129,0.0000263999],"domain_scores_gemma":[0.99978,0.00009073163,0.00005004511,0.00001435085,0.00005456244,0.00001029827],"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":[0.00002425283,0.000007982739,0.0000554197,0.0000344134,0.000001338575,0.00001754556,0.00001636409,0.00007560822,0.9994555,0.0000208649,0.000009504287,0.0002811746],"study_design_scores_gemma":[0.000003138488,0.0000758725,0.0004443256,0.000002216506,0.000004155926,0.00001431328,0.000008525813,0.0007397433,0.9985103,0.000006195726,0.0001877859,0.000003437244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915763,0.0004905835,0.006462263,0.00004821958,0.00002059043,0.00006430181,0.0001967067,0.00006140189,0.001079706],"genre_scores_gemma":[0.9895176,0.0005127711,0.009039886,0.00002657942,0.000007353248,0.00009430252,0.0001254628,0.00001449743,0.0006614841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009917369,"threshold_uncertainty_score":0.002856195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00899734662388786,"score_gpt":0.194820544273664,"score_spread":0.1858231976497762,"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."}}