{"id":"W3164132955","doi":"10.22541/au.162206833.39398388/v1","title":"Experimental and Modeling study of the CO 2 absorption performance into DEEA solution in membrane contactor","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Contactor; Wetting; Hollow fiber membrane; Mass transfer; Multiphysics; Dimensionless quantity; Mass transfer coefficient; Membrane; Absorption (acoustics); Materials science; Phase (matter); Chemistry; Analytical Chemistry (journal); Fiber; Chromatography; Thermodynamics; Composite material; Finite element method; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002964518,0.0003334002,0.0003443934,0.0002045582,0.0002975247,0.0002674869,0.000354559,0.0005617298,0.0008235258],"category_scores_gemma":[0.0004325397,0.0001297685,0.0003709292,0.000343465,0.0002275722,0.0005174379,0.0002313668,0.0002876922,0.0001787909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462293,"about_ca_system_score_gemma":0.0002477934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292873,"about_ca_topic_score_gemma":0.001455723,"domain_scores_codex":[0.9997492,0.00001564023,0.00001085395,0.00005709935,0.0001324097,0.00003475397],"domain_scores_gemma":[0.9998042,0.00005675422,0.0000230461,0.00002218523,0.00008483155,0.000009020679],"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":[0.00009553852,0.00003339184,0.0007553276,0.0001000126,0.000005170573,0.00006794319,0.00005875089,0.005255491,0.9902143,0.0002009881,0.00005268742,0.003160344],"study_design_scores_gemma":[0.000005018885,0.0001131524,0.00140864,0.000002366001,0.000006097823,0.00003113847,0.00002938374,0.0369406,0.9608849,0.00003695698,0.0005328894,0.000008863079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772422,0.0003112768,0.02055588,0.00004663234,0.00001483168,0.00002724496,0.0001835283,0.0001626918,0.001455715],"genre_scores_gemma":[0.9918103,0.0002523235,0.006786585,0.00001089639,0.000003974704,0.00002913787,0.0001068816,0.0000155283,0.0009844039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002292873,"threshold_uncertainty_score":0.00455904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209445609929093,"score_gpt":0.2440954251451635,"score_spread":0.2231508641522542,"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."}}