{"id":"W2580249388","doi":"10.1002/cjce.22794","title":"Amine regeneration tests on MEA, DEA, and MMEA with respect to cabamate stability analyses","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Partenariat Canadien Contre Le Cancer; National Natural Science Foundation of China","keywords":"Amine gas treating; Chemistry; Desorption; Carbamate; Regeneration (biology); Organic chemistry; Adsorption; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000196023,0.0001465396,0.0002098028,0.0001508316,0.00004739045,0.0001436091,0.0003256336,0.00006956573,0.000005174355],"category_scores_gemma":[0.0007037308,0.0001028828,0.00003721448,0.00009175723,0.00007501057,0.0001008013,0.00001754405,0.0003278317,9.743957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703939,"about_ca_system_score_gemma":0.0000603637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005835175,"about_ca_topic_score_gemma":0.003200595,"domain_scores_codex":[0.9993391,0.000005105041,0.0001895018,0.00009354287,0.0001441494,0.0002285748],"domain_scores_gemma":[0.9991285,0.00006573307,0.00005676498,0.0003996679,0.00007695534,0.0002724182],"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":[0.00002138313,0.000002476296,0.000572251,0.00003307058,0.00008686761,0.00008305789,0.0001862966,0.1221982,0.8750452,0.0002538605,0.0003603,0.001157026],"study_design_scores_gemma":[0.0002403348,0.00006728708,0.003985437,0.0001432322,0.00004021418,0.0001388173,0.00001758203,0.008765017,0.9859809,0.000091116,0.0003236472,0.000206388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977221,0.0003640614,0.0003460074,0.001169542,0.00009429692,0.00007364929,0.000005839353,0.00005590116,0.000168588],"genre_scores_gemma":[0.9988966,0.000004076444,0.000928994,0.00002739477,0.0001099495,0.000003207534,4.656395e-7,0.00002465154,0.000004670939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134332,"threshold_uncertainty_score":0.419544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785510004534515,"score_gpt":0.237766718357996,"score_spread":0.2099116183126509,"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."}}