{"id":"W2105767221","doi":"10.1007/s11814-013-0263-9","title":"Fluoride removal from diluted solutions by Donnan dialysis using full factorial design","year":2014,"lang":"en","type":"article","venue":"Korean Journal of Chemical Engineering","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Current Water Technologies (Canada)","funders":"","keywords":"Fluoride; Factorial experiment; Chemistry; Flux (metallurgy); Inorganic chemistry; Sodium fluoride; Dialysis; Surgery; Mathematics; 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":[0.001101176,0.0009961639,0.002231531,0.0004040322,0.0007535065,0.0007464027,0.0008664482,0.0007276114,0.001748203],"category_scores_gemma":[0.0009583465,0.0004325418,0.00140255,0.0004923965,0.0004116718,0.0006174637,0.000479136,0.0005911517,0.0002326773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103481,"about_ca_system_score_gemma":0.00142501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232352,"about_ca_topic_score_gemma":0.002268533,"domain_scores_codex":[0.9982983,0.0003244684,0.0002296658,0.0005818705,0.000356333,0.0002093286],"domain_scores_gemma":[0.9993476,0.0002044529,0.0001390288,0.0001095503,0.0001550399,0.00004438262],"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":[0.009524236,0.001416457,0.000694907,0.0005731578,0.0001745855,0.00002146129,0.00009778437,0.003512488,0.9661402,0.0002341787,0.0001038056,0.01750673],"study_design_scores_gemma":[0.0007245908,0.01384176,0.005415847,0.00001370584,0.000425182,0.00004866313,0.00004945501,0.01298577,0.9627558,0.0003449043,0.003291169,0.0001031101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644805,0.0004431712,0.03257545,0.00004588564,0.00007051364,0.000934921,0.0005440461,0.0001777171,0.0007277371],"genre_scores_gemma":[0.8716708,0.0005937804,0.1173905,0.0001244447,0.00003642212,0.004182308,0.0007221468,0.00007721293,0.005202219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002232352,"threshold_uncertainty_score":0.007508099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009668631879576011,"score_gpt":0.1868373892096106,"score_spread":0.1771687573300346,"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."}}