{"id":"W4280567841","doi":"10.1007/s11356-022-20411-x","title":"Experimental investigations and the modeling approach for CO2 solubility in aqueous blended amine systems of monoethanolamine, 2-amino-2-methyl-1-propanol, and 2-(butylamino)ethanol","year":2022,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Solubility; Amine gas treating; Aqueous solution; Chemistry; Absorption (acoustics); Ethanol; Desorption; Analytical Chemistry (journal); Organic chemistry; Materials science; Adsorption","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":[0.002256142,0.0001085846,0.0001648994,0.0002031125,0.0005189328,0.00004763939,0.0001901928,0.00003729295,0.000004567964],"category_scores_gemma":[0.00004939712,0.00009188733,0.00001796472,0.0003440997,0.001738173,0.0002122767,0.0003146327,0.0002360873,1.812676e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572094,"about_ca_system_score_gemma":0.00004730582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001700731,"about_ca_topic_score_gemma":0.0000035314,"domain_scores_codex":[0.9984164,0.0001695964,0.000229165,0.0003039415,0.0005437389,0.0003371375],"domain_scores_gemma":[0.9995965,0.00009338036,0.00002764497,0.0001783707,0.00001045168,0.00009370124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000792014,0.0001042477,0.0005216592,0.00006416343,0.00001066261,8.19456e-7,0.002024686,0.04969717,0.9444845,0.001747419,0.000003897286,0.001261524],"study_design_scores_gemma":[0.001004675,0.0001116209,0.001009492,0.000006558094,0.000004246393,0.00001594172,0.004081268,0.9692691,0.02401078,0.0003754825,0.00001361065,0.00009721744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994469,0.003028057,0.001154522,0.00007229007,0.0000491684,0.0009302355,0.00008284833,0.00001523704,0.0001985936],"genre_scores_gemma":[0.9991669,0.0001457539,0.0002668562,0.000007857888,0.0000146697,0.0003369231,0.00001259624,0.00001120358,0.00003722185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9204738,"threshold_uncertainty_score":0.6404371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823027520823505,"score_gpt":0.2782330212687913,"score_spread":0.2400027460605562,"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."}}