{"id":"W3087750950","doi":"10.1021/acsestwater.0c00010","title":"Spectroscopic and Modeling Investigation of Sorption of Pb(II) to ZSM-5 Zeolites","year":2020,"lang":"en","type":"article","venue":"ACS ES&T Water","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Light Source (Canada); University of Saskatchewan; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Adsorption; Zeolite; Sorption; Chemistry; Silanol; Desorption; ZSM-5; Hydroxide; Inorganic chemistry; Extended X-ray absorption fine structure; Precipitation; Chemical engineering; Organic chemistry; Catalysis; Molecular sieve","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008089177,0.00008101724,0.0001145248,0.0000276921,0.00003868267,0.000007392919,0.00007582767,0.00004390262,0.0006783298],"category_scores_gemma":[0.000009025937,0.00005916558,0.00002637387,0.0000975162,0.00008250489,0.0001383868,0.0001401785,0.00004708901,0.0001375429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001887039,"about_ca_system_score_gemma":0.000002937881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004918884,"about_ca_topic_score_gemma":0.000006192439,"domain_scores_codex":[0.9992937,0.00001926195,0.000210797,0.0001740068,0.0001754839,0.0001266846],"domain_scores_gemma":[0.9997607,0.000003790898,0.00004220975,0.00008384156,0.000008577516,0.0001008628],"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":[0.0000182594,0.000008146668,0.006006819,0.00001184869,0.000003318703,2.358272e-7,0.001628018,0.0009421137,0.9908088,0.0001960119,0.00005672704,0.0003196576],"study_design_scores_gemma":[0.0002139933,0.0001721888,0.003173438,0.00001088855,0.00001066818,0.000001806429,0.00007042738,0.01095283,0.983712,0.001086803,0.0004948935,0.0001000746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962304,0.000007211439,0.001429609,0.001788088,0.00002705954,0.0001169001,0.000005433761,0.00001974798,0.000375533],"genre_scores_gemma":[0.9977293,0.00001110694,0.001444993,0.0006139016,0.00002838235,0.000001650745,0.000008811002,0.000006436946,0.0001554456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001072,"threshold_uncertainty_score":0.7427236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398810037707914,"score_gpt":0.2235368678604311,"score_spread":0.199548767483352,"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."}}