{"id":"W6902926494","doi":"10.1021/acs.iecr.1c00469.s001","title":"Rapid Cycling Thermal Swing Adsorption Apparatus:\\nCommissioning and Data Analyses for Water Adsorption of Zeolites 4A\\nand 13X Over 2000 Cycles","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Adsorption; Thermogravimetric analysis; Zeolite; Swing; Thermal; Thermal analysis; Thermal stability","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001189985,0.0001919414,0.0002867226,0.00009494772,0.00007512584,0.000102508,0.00017888,0.0001342025,0.008668166],"category_scores_gemma":[0.0001719745,0.0001628763,0.0000808757,0.0001192389,0.000007098327,0.0003960222,0.0001288369,0.0001265901,0.00005439509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002725154,"about_ca_system_score_gemma":0.00002412241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005391866,"about_ca_topic_score_gemma":0.000004402802,"domain_scores_codex":[0.9988412,0.00004413067,0.0003697026,0.0003163093,0.0001629996,0.0002656243],"domain_scores_gemma":[0.9991828,0.0001280434,0.00007460797,0.000433816,0.000101067,0.0000796524],"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":[0.00004114394,0.00004216064,0.00077527,0.001616235,0.0001993785,0.000005341116,0.00125751,0.0237879,0.939431,0.00001188088,0.02392812,0.008904099],"study_design_scores_gemma":[0.00133545,0.00004090809,0.008976214,0.004394683,0.0001198279,0.00003030554,0.0005293128,0.365929,0.5621888,0.00006742146,0.05567298,0.0007150727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464101,0.01680973,0.001082381,0.00004104541,0.0003397602,0.0005206621,0.03306053,0.0004238265,0.001312023],"genre_scores_gemma":[0.9603306,0.00004942763,0.0003553226,0.0000238795,0.0002686961,0.00004564625,0.03867707,0.0000409881,0.0002083803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3772421,"threshold_uncertainty_score":0.992238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007036521880904,"score_gpt":0.3242775870180208,"score_spread":0.2235739348299304,"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."}}