{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097157,0.0001649463,0.0001840499,0.0002332561,0.0003117758,0.00003454703,0.0002145542,0.0001556337,0.0007422143],"category_scores_gemma":[0.00009474054,0.0001232376,0.00004609983,0.0003938925,0.0008647689,0.0004003779,0.0005112374,0.0004221868,0.0001895746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023129,"about_ca_system_score_gemma":0.00000438929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002060394,"about_ca_topic_score_gemma":0.000003914146,"domain_scores_codex":[0.9978679,0.0002034775,0.000245866,0.0002623562,0.0007879952,0.0006323443],"domain_scores_gemma":[0.9993357,0.0001830488,0.0000763519,0.0002549647,0.000008886931,0.0001410444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001597409,0.0001894181,0.2257361,0.00004357002,0.00003022362,0.000006926539,0.0009684156,0.0004551257,0.6805924,0.0003235941,0.0001930284,0.09130146],"study_design_scores_gemma":[0.001796863,0.0008118397,0.810701,0.0001128226,0.00007935564,0.0001808394,0.001424908,0.01463908,0.1287888,0.001616862,0.03901755,0.0008301268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967741,0.001933607,0.0001209061,0.0001557234,0.0001372793,0.0003222554,0.000001095088,0.00001930925,0.0005356916],"genre_scores_gemma":[0.997691,0.0002269948,0.001126577,0.00001098603,0.000142709,0.00001093029,0.00001130553,0.00001888682,0.000760601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5849648,"threshold_uncertainty_score":0.8126726,"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."}}