{"id":"W2094366200","doi":"10.1016/j.micromeso.2014.09.012","title":"Zeolite Y adsorbents with high vapor uptake capacity and robust cycling stability for potential applications in advanced adsorption heat pumps","year":2014,"lang":"en","type":"article","venue":"Microporous and Mesoporous Materials","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Natural Sciences and Engineering Research Council of Canada; Advanced Research Projects Agency - Energy; Government of Canada","keywords":"Sorption; Adsorption; Desorption; Chemistry; Water vapor; Ion exchange; Chemical engineering; Zeolite; Aqueous solution; Ion; Organic chemistry; Catalysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004630436,0.0002841821,0.0004709143,0.0000841772,0.000116552,0.0001085989,0.00008135348,0.000142873,0.00002618192],"category_scores_gemma":[0.00001100906,0.0002534337,0.00003060866,0.00008001534,0.00007689949,0.0001528276,0.00002585118,0.00008690131,0.000003142528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007067568,"about_ca_system_score_gemma":0.00001246791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004784893,"about_ca_topic_score_gemma":0.0001476012,"domain_scores_codex":[0.9985149,0.00006122732,0.0005251453,0.0004165682,0.0001155193,0.0003666646],"domain_scores_gemma":[0.9994226,0.00003555947,0.00008942041,0.0002647565,0.00007027096,0.000117395],"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":[0.0001817578,0.00009130381,0.001557653,0.0008292399,0.00004089855,0.000001673614,0.0006120226,0.009757817,0.9836786,0.0006317756,0.00002105896,0.002596196],"study_design_scores_gemma":[0.01500136,0.001013254,0.1017245,0.0007354569,0.0003855778,0.0004154926,0.002215083,0.01955074,0.8419909,0.003831787,0.009788214,0.003347622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690393,0.0002764463,0.0288755,0.00002614055,0.0002839861,0.001102912,0.0001656162,0.0001986369,0.00003148918],"genre_scores_gemma":[0.9950721,0.0001554633,0.004060459,0.0000302129,0.0001627815,0.0002709471,0.0001489519,0.0000586629,0.00004038704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1416877,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009061534881958995,"score_gpt":0.1899882763720955,"score_spread":0.1809267414901365,"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."}}