{"id":"W1768729033","doi":"10.1007/s40710-015-0112-4","title":"Desalination and Defluoridation of Tap Water by Electrodialysis","year":2015,"lang":"en","type":"article","venue":"Environmental Processes","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Current Water Technologies (Canada)","funders":"","keywords":"Fluoride; Electrodialysis; Desalination; Chloride; Tap water; Salinity; Water quality; Chemistry; Environmental chemistry; Ion exchange; Water treatment; Environmental science; Pollutant; Contamination; Environmental engineering; Seawater; Pollution; Membrane; Inorganic chemistry; Ion; Geology; Ecology","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":[0.0001558548,0.000217742,0.0002203266,0.0001215107,0.0001853386,0.0002698242,0.0002416651,0.0002710933,0.0006428807],"category_scores_gemma":[0.000243837,0.00008939792,0.0001730283,0.0001068717,0.00020697,0.00035636,0.000186418,0.0003461694,0.0001374133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004236775,"about_ca_system_score_gemma":0.0003947255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396723,"about_ca_topic_score_gemma":0.004257729,"domain_scores_codex":[0.9998844,0.00001429563,0.00000769062,0.00002721031,0.00003736251,0.00002901992],"domain_scores_gemma":[0.9999417,0.00001639536,0.000008358565,0.00000549961,0.00002225319,0.000005776682],"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":[0.0001498002,0.00001205304,0.0004327358,0.00003094292,0.000003815323,0.0000245354,0.00004328628,0.0001508063,0.994489,0.0000785646,0.00005971734,0.004524783],"study_design_scores_gemma":[0.000005619313,0.00005587791,0.0006016274,0.000001119311,0.000003579409,0.00002955898,0.00002646705,0.0005908659,0.9980211,0.00003268316,0.0006287639,0.000002743287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941017,0.0004101046,0.004347765,0.0001072451,0.00002093778,0.00001436681,0.0001129204,0.00003980581,0.000845087],"genre_scores_gemma":[0.9951428,0.000350594,0.002452237,0.00002710898,0.000005345104,0.000008609478,0.00008668719,0.000009734701,0.001916939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00396723,"threshold_uncertainty_score":0.007888258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004006455212305947,"score_gpt":0.1773008374649012,"score_spread":0.1732943822525953,"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."}}