{"id":"W4404095697","doi":"10.1016/j.seppur.2024.130434","title":"Efficient catalytic regeneration of amine-based solvents in CO2 capture: A comprehensive meta-analysis","year":2024,"lang":"en","type":"article","venue":"Separation and Purification Technology","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Thailand Science Research and Innovation; National Research Council of Thailand; Chulalongkorn University","keywords":"Amine gas treating; Catalysis; Regeneration (biology); Chemistry; Chemical engineering; Organic chemistry; Engineering; Biology; Cell biology","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":[0.001925398,0.001673513,0.002617579,0.001857725,0.0003287021,0.001571678,0.001146804,0.0005309886,0.00173709],"category_scores_gemma":[0.001777056,0.0004977681,0.003050215,0.001491622,0.000294832,0.001366937,0.0008264569,0.0008149962,0.0002894265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317221,"about_ca_system_score_gemma":0.001870855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921636,"about_ca_topic_score_gemma":0.005516565,"domain_scores_codex":[0.9995393,0.00009085271,0.00004463323,0.00008641508,0.0001568099,0.00008196203],"domain_scores_gemma":[0.999391,0.0002574484,0.0001153498,0.00006526819,0.0001512288,0.00001982002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002578404,0.001273936,0.00646477,0.126578,0.04442469,0.001038202,0.0006998578,0.05413728,0.1900291,0.01796884,0.005283391,0.5495236],"study_design_scores_gemma":[0.0006138906,0.008277251,0.02611225,0.01792921,0.150879,0.00185756,0.001056864,0.07882028,0.4378282,0.01320184,0.2628102,0.0006135067],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2174478,0.7514196,0.01675321,0.0006668572,0.0001575272,0.000397698,0.001217996,0.000250326,0.011689],"genre_scores_gemma":[0.5802646,0.4068072,0.008983196,0.0003757863,0.00008461136,0.0002073415,0.0009645938,0.00005340317,0.00225922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002921636,"threshold_uncertainty_score":0.01018256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282345432674972,"score_gpt":0.2740260343717127,"score_spread":0.2457914911042156,"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."}}