{"id":"W2291354955","doi":"10.1080/19443994.2015.1062427","title":"Sustainable technology of trickling biosand filter (TBSF) combined with rock media to reduce organic matters for drinking water","year":2015,"lang":"en","type":"article","venue":"Desalination and Water Treatment","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Foundation of Korea; University of Calgary","keywords":"Trickling filter; Turbidity; Environmental science; Pulp and paper industry; Effluent; Environmental engineering; Filter (signal processing); Chemistry; Engineering; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001791123,0.0002854202,0.0002257177,0.0005578136,0.0003903074,0.0004441972,0.000399582,0.00042483,0.001797092],"category_scores_gemma":[0.0001578051,0.00009830992,0.0006097651,0.0003620305,0.0002079515,0.0005919703,0.0004363548,0.0003012412,0.0004489802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561706,"about_ca_system_score_gemma":0.0006443209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701639,"about_ca_topic_score_gemma":0.00326497,"domain_scores_codex":[0.9998241,0.00002157225,0.000009956405,0.00003035254,0.00008169677,0.00003234198],"domain_scores_gemma":[0.9999298,0.00001190268,0.00002016096,0.000004441324,0.0000219809,0.00001181057],"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":[0.0002511836,0.0001522619,0.002864781,0.0007409846,0.00003395195,0.0003045118,0.0001219226,0.001074732,0.9449618,0.002022318,0.0008133177,0.04665822],"study_design_scores_gemma":[0.00002541112,0.0008217996,0.003604763,0.00004552195,0.00007502724,0.000351561,0.0002560237,0.004530266,0.9769343,0.0005657359,0.01276577,0.00002386298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576314,0.004182638,0.02825108,0.0006168411,0.0002210986,0.00008375453,0.0002306625,0.0002538534,0.008528549],"genre_scores_gemma":[0.9751855,0.002623654,0.01578611,0.0001279017,0.00003282256,0.00004992482,0.00009776623,0.00002008357,0.006076383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001797092,"threshold_uncertainty_score":0.006011844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744105533732507,"score_gpt":0.2579242439644536,"score_spread":0.2404831886271285,"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."}}