{"id":"W2966723004","doi":"10.1039/c9cp01490j","title":"ZSM-5 decrystallization and dealumination in hot liquid water","year":2019,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"Saudi Aramco; American Chemical Society Petroleum Research Fund; National Science Foundation","keywords":"ZSM-5; Materials science; Chemistry; Zeolite; Catalysis; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00006152244,0.0002728432,0.0003835625,0.00001159112,0.00002901288,0.00004322109,0.0002038038,0.0001591785,0.0003434709],"category_scores_gemma":[0.00004317565,0.0002364168,0.0001312111,0.0001355143,0.00009465543,0.0001875399,0.0001450977,0.0002801761,0.00006423318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001164652,"about_ca_system_score_gemma":0.00001758143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008572964,"about_ca_topic_score_gemma":1.717295e-7,"domain_scores_codex":[0.9984874,0.000008720905,0.0002711648,0.0005471024,0.0003024967,0.0003830746],"domain_scores_gemma":[0.9992282,0.0001068912,0.00007096508,0.0003916683,0.0000653893,0.000136826],"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":[0.00009774165,0.0002762761,0.0002576128,0.0003482662,0.00001977794,0.000001863028,0.0002848443,0.00003635653,0.9973502,0.0001433422,0.00001573063,0.001167958],"study_design_scores_gemma":[0.0004532595,0.000007299382,0.00002431546,0.00005423589,0.0000284737,0.000002032731,0.00006121927,0.005397261,0.9916013,0.001519535,0.0005243344,0.0003267047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875221,0.00002397502,0.00004142451,0.00005769527,0.00000945178,0.00006016024,0.00001470836,0.00006304069,0.01220741],"genre_scores_gemma":[0.998677,0.000009784683,0.00003976197,0.00003793935,0.0003630675,0.00002787097,0.0003986747,0.00003995177,0.0004059261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180149,"threshold_uncertainty_score":0.9640796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006821856510969112,"score_gpt":0.2123006406005417,"score_spread":0.2054787840895725,"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."}}