{"id":"W2750304871","doi":"10.1016/j.egypro.2017.03.1208","title":"Regenerating Membrane Contactors for Solvent Absorption","year":2017,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"State Government of Victoria; Australian Government","keywords":"Contactor; Chemical engineering; Materials science; Mass transfer; Wetting; Membrane; Mass transfer coefficient; Thin-film composite membrane; Absorption (acoustics); Methanol; Chromatography; Chemistry; Composite material; Organic chemistry; Thermodynamics","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":[0.0003777193,0.0004591943,0.0002911749,0.0003768579,0.0003055166,0.0003898888,0.0004205253,0.0006338952,0.001395264],"category_scores_gemma":[0.0004729883,0.000184609,0.0004470094,0.0002731929,0.0002909997,0.0008463996,0.0003686686,0.0006237449,0.0007360023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003550595,"about_ca_system_score_gemma":0.0002529462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004646733,"about_ca_topic_score_gemma":0.0008295746,"domain_scores_codex":[0.9995878,0.0000388412,0.00002313513,0.0000775779,0.0002094078,0.00006323642],"domain_scores_gemma":[0.9996737,0.00008377347,0.00009872311,0.00004484601,0.00008024961,0.00001881328],"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":[0.00001985962,0.000005499579,0.00006376847,0.00005053182,0.000003496186,0.00004415761,0.00001967733,0.00006102549,0.9968588,0.00007627859,0.00004367392,0.002753251],"study_design_scores_gemma":[0.000001524207,0.00004836297,0.0002880177,0.000002815755,0.000003635839,0.00009353366,0.00001013142,0.0003862219,0.9978423,0.00001694067,0.001302486,0.000003943731],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266272,0.003745203,0.06462021,0.0001553847,0.00008974515,0.0001397697,0.0002264298,0.0007423526,0.00365374],"genre_scores_gemma":[0.9666569,0.001807016,0.02605464,0.00009611037,0.00002276089,0.0000820006,0.0002477127,0.0000936012,0.004939135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001395264,"threshold_uncertainty_score":0.00466758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434934086233056,"score_gpt":0.221348568318038,"score_spread":0.2069992274557074,"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."}}