{"id":"W3168192818","doi":"10.1016/j.ccr.2021.214037","title":"Simultaneous detection and removal of fluoride from water using smart metal-organic framework-based adsorbents","year":2021,"lang":"en","type":"article","venue":"Coordination Chemistry Reviews","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":137,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Sharif University of Technology; Canada Research Chairs","keywords":"Fluoride; Chemistry; Adsorption; Metal-organic framework; Human health; Water treatment; Nanotechnology; Environmental chemistry; Inorganic chemistry; Organic chemistry; Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002994364,0.0008056448,0.0007855371,0.0004335761,0.000199828,0.0005076022,0.000894325,0.001048521,0.0006136859],"category_scores_gemma":[0.0002596214,0.0003128943,0.000411184,0.0002748878,0.0003695329,0.0005299341,0.0005368415,0.0006830185,0.0004096514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005733781,"about_ca_system_score_gemma":0.000182475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000938804,"about_ca_topic_score_gemma":0.001941148,"domain_scores_codex":[0.9996173,0.00002848683,0.00001266967,0.00009329131,0.0001442641,0.0001039537],"domain_scores_gemma":[0.9999323,0.00002169696,0.00001176397,0.000005701428,0.00001838412,0.00001016676],"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":[0.00005564091,0.00003326493,0.000108567,0.0004212522,0.00002596164,0.00006672421,0.00002141501,0.0002967349,0.9783164,0.0004338129,0.0006263436,0.01959393],"study_design_scores_gemma":[0.00001137424,0.0001196599,0.0005291151,0.00001329697,0.00002538801,0.0001230829,0.00001522128,0.002798682,0.9871378,0.0001177858,0.009085651,0.00002282071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7226214,0.1332695,0.1243049,0.001443623,0.000858472,0.0003054698,0.0007966034,0.002043859,0.0143562],"genre_scores_gemma":[0.8880739,0.04308174,0.05559083,0.0005718209,0.0002738877,0.000127951,0.0005174886,0.00006976497,0.01169262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001048521,"threshold_uncertainty_score":0.004160166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241318230872667,"score_gpt":0.2649668058145531,"score_spread":0.2408349827272864,"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."}}