{"id":"W2363205275","doi":"","title":"Study on effect of defluoridation by Serpentine-a new drinking water defluoridation","year":2002,"lang":"en","type":"article","venue":"","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Alum; Environmental science; Environmental engineering; Mathematics; 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":[0.0002424815,0.000380529,0.0003779842,0.0001763573,0.0001262273,0.0001998419,0.0001374947,0.0001850672,0.0008333105],"category_scores_gemma":[0.0002662925,0.0001169537,0.0003737279,0.0001078646,0.0001885274,0.0003017868,0.0001778289,0.0002493823,0.0001172972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190066,"about_ca_system_score_gemma":0.0001426806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005201138,"about_ca_topic_score_gemma":0.0008947742,"domain_scores_codex":[0.9997892,0.00004112684,0.00001817087,0.000047724,0.00007981563,0.00002403052],"domain_scores_gemma":[0.9998134,0.00004968739,0.00006536705,0.00001539974,0.00003867157,0.00001761674],"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":[0.0004201315,0.0000993329,0.001218979,0.0002120576,0.00001702106,0.00005132802,0.00005073491,0.0002047997,0.9897775,0.00003862923,0.0000246431,0.007884799],"study_design_scores_gemma":[0.00002352287,0.002062511,0.005972709,0.000009686848,0.00004228452,0.0001192119,0.00002774745,0.0004056701,0.9901009,0.00001689361,0.001211897,0.000007002526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962302,0.0009827684,0.001966308,0.00002783128,0.00001547137,0.00003081674,0.00004981993,0.00001707386,0.0006796455],"genre_scores_gemma":[0.9919373,0.001477868,0.005194891,0.0000366032,0.00001130822,0.00001810325,0.0001022266,0.000009583375,0.001212085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008333105,"threshold_uncertainty_score":0.00278765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008931141164311316,"score_gpt":0.2217939607022974,"score_spread":0.2128628195379861,"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."}}