{"id":"W4386936153","doi":"10.1016/j.jhazmat.2023.132600","title":"Zein-enhanced sodium alginate/thiostannate microsphere adsorbent Zein@SA/KBS for efficient removal of cesium from wastewater","year":2023,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Chemical Synthesis and Characterization","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Adsorption; Caesium; Chemical engineering; Wastewater; Chemistry; Composite number; Materials science; Sodium; Waste management; Inorganic chemistry; Composite material; 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":[0.0001146433,0.0003144511,0.0002325311,0.0002758122,0.0002028215,0.0002341834,0.0002512608,0.0003711262,0.0007166858],"category_scores_gemma":[0.0001101143,0.000183858,0.0003677466,0.0001888634,0.0001521654,0.0002714787,0.0002483513,0.0003625007,0.000306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159064,"about_ca_system_score_gemma":0.0002509807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542776,"about_ca_topic_score_gemma":0.004204911,"domain_scores_codex":[0.9998758,0.00001086933,0.00001143498,0.00002243076,0.00004876845,0.00003068533],"domain_scores_gemma":[0.9999393,0.000007902338,0.00001607757,0.000005431276,0.0000195721,0.00001170115],"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":[0.00002960625,0.0000080985,0.00004835505,0.00002329684,0.000003530645,0.00001911957,0.000009448127,0.00008466868,0.9989702,0.00004010809,0.00002617855,0.0007373881],"study_design_scores_gemma":[0.000004557942,0.00005447513,0.0005427878,0.000001785798,0.000008292112,0.00002940835,0.00001111999,0.001267241,0.9975331,0.00001053557,0.0005319481,0.000004817977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944772,0.0003911414,0.003987595,0.00006941284,0.00002730986,0.00001309683,0.00009444224,0.0001194235,0.0008203391],"genre_scores_gemma":[0.9944009,0.0002476167,0.002812001,0.00002772005,0.000006493088,0.00001069998,0.00009768557,0.00001858652,0.002378178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001542776,"threshold_uncertainty_score":0.003067553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008606171615317426,"score_gpt":0.2210403212229744,"score_spread":0.2124341496076569,"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."}}