{"id":"W4399422640","doi":"10.2139/ssrn.4819647","title":"Zeolitic Imidazolate Frameworks and Their Derived Materials for Sequestration of Radionuclides in the Environment: A Review","year":2024,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Chemical Synthesis and Characterization","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Imidazolate; Carbon sequestration; Zeolitic imidazolate framework; Environmental science; Chemistry; Metal-organic framework; Adsorption; Inorganic 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":[0.002085752,0.0002401112,0.0006865713,0.0000310502,0.00005536681,0.00005465007,0.0002454564,0.0002203257,0.0001262286],"category_scores_gemma":[0.00007498093,0.0001299829,0.0001940651,0.000101856,0.00007384825,0.00009769183,0.0000473209,0.0009857784,0.00001351807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000620949,"about_ca_system_score_gemma":0.000133234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000944316,"about_ca_topic_score_gemma":0.000009490849,"domain_scores_codex":[0.9981382,0.0002046587,0.0006285575,0.0002302523,0.0001666275,0.0006317039],"domain_scores_gemma":[0.9992973,0.0001509576,0.0003652596,0.0001522824,0.000004119158,0.0000301061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006422162,0.00005103148,0.000004040742,0.009423705,0.0001168596,0.000001204662,0.0001501514,0.000001017099,0.002672971,0.002671144,0.00004315221,0.9848583],"study_design_scores_gemma":[0.0003934556,0.0003703357,0.00007089775,0.08198074,0.003151903,0.001137178,0.0002833997,0.00004962375,0.0009727477,0.2162792,0.6941887,0.001121854],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002071204,0.9964396,0.0004678194,0.0002218271,0.00003852582,0.0007089541,0.0000228985,0.000004536281,0.00002461489],"genre_scores_gemma":[0.007496288,0.9921556,0.00002630141,0.00007030029,0.00007973013,0.00008790621,0.00003731617,0.00002630952,0.00002023864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837365,"threshold_uncertainty_score":0.5300548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479272471993964,"score_gpt":0.2651702027032355,"score_spread":0.2503774779832959,"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."}}