{"id":"W2122156265","doi":"10.5539/enrr.v2n3p1","title":"Defluoridation of Groundwater Using Raw Bauxite: Rural Domestic Defluoridation Technology","year":2012,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bauxite; Fluoride; Groundwater; Charcoal; Environmental science; Raw water; Raw material; Environmental engineering; Chemistry; Metallurgy; Geology; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001703834,0.0002733508,0.0003184085,0.0002839919,0.0002096775,0.0002616766,0.0002938322,0.0002601108,0.0006803647],"category_scores_gemma":[0.0001128118,0.0001231469,0.000216399,0.0002360217,0.0001604529,0.0002175577,0.0002082755,0.0001998221,0.0002385772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285959,"about_ca_system_score_gemma":0.0002411194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485166,"about_ca_topic_score_gemma":0.004954183,"domain_scores_codex":[0.9998672,0.00003724426,0.000005584618,0.0000237034,0.00005020135,0.00001605179],"domain_scores_gemma":[0.9999423,0.000009038804,0.00001738116,0.000006016091,0.00001963138,0.000005508022],"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":[0.00006403932,0.00003944136,0.001383837,0.0001805662,0.000006012005,0.0000576838,0.00005726133,0.000410451,0.9811973,0.00009734796,0.00004665878,0.0164596],"study_design_scores_gemma":[0.00002171136,0.000736009,0.007230199,0.0000135841,0.0000229621,0.0005969937,0.0001366371,0.002336535,0.9818973,0.00007076941,0.006926176,0.00001117232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606268,0.00105064,0.03559393,0.0001672106,0.000008788088,0.00006066448,0.00009245605,0.0001043079,0.002295281],"genre_scores_gemma":[0.9663529,0.0009249384,0.02971891,0.00003936902,0.000004325522,0.00002433082,0.0001126604,0.00001449502,0.002807952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001485166,"threshold_uncertainty_score":0.002953053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838131172350985,"score_gpt":0.2978579939988383,"score_spread":0.2794766822753284,"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."}}