{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013612,0.0003848193,0.0002766106,0.0001957351,0.0001111385,0.0001649177,0.0002489221,0.0001822957,0.001986106],"category_scores_gemma":[0.0002331583,0.0001115168,0.0002074534,0.000435945,0.0001410412,0.000288166,0.0001072484,0.0003753514,0.0001944683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345199,"about_ca_system_score_gemma":0.0001603651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379338,"about_ca_topic_score_gemma":0.006034815,"domain_scores_codex":[0.9998416,0.0000108927,0.000007585996,0.00004375455,0.00006466459,0.00003142404],"domain_scores_gemma":[0.999935,0.00002350882,0.00002137092,0.000004011421,0.00001182316,0.000004320956],"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":[0.00008956866,0.00001181889,0.000528141,0.00007589866,0.00001017964,0.00004562555,0.00005092918,0.000487992,0.9960161,0.0001583115,0.00008303014,0.002442437],"study_design_scores_gemma":[0.000005620429,0.0001279843,0.004255837,0.000003993181,0.00000986606,0.00003949726,0.00003530814,0.003345227,0.9910465,0.00005496935,0.001069631,0.000005391625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892974,0.001055893,0.005439955,0.00005062227,0.00002254163,0.00003485767,0.00106705,0.000182016,0.002849729],"genre_scores_gemma":[0.9942291,0.0006318718,0.001852293,0.00002184312,0.000004144407,0.00002550582,0.0006977155,0.00004594837,0.00249165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003379338,"threshold_uncertainty_score":0.006719351,"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."}}