{"id":"W2747185828","doi":"10.3390/w12061657","title":"Development of Ceramic Water Filter Clay Selection Criteria","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; Rhode Island Water Resources Center, University of Rhode Island; National Science Foundation","keywords":"Ceramic; Biofilm; Environmental science; Materials science; Grain size; Atterberg limits; Mineralogy; Soil water; Composite material; Geology; Soil science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001675445,0.0008615514,0.0006797726,0.001840875,0.0006403759,0.001310298,0.0009091998,0.0006497533,0.002340078],"category_scores_gemma":[0.004163764,0.0003400549,0.0005957522,0.0009794659,0.0003760004,0.000669615,0.001210337,0.0004746409,0.001330518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00076199,"about_ca_system_score_gemma":0.001425669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700092,"about_ca_topic_score_gemma":0.005928059,"domain_scores_codex":[0.9983183,0.000144684,0.0001648141,0.0002517932,0.000930451,0.0001899633],"domain_scores_gemma":[0.9972628,0.0004665052,0.0003243193,0.0001263043,0.001511843,0.0003081873],"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":[0.0002483129,0.0001845371,0.008990137,0.0004072185,0.00002850397,0.0006081554,0.0001544414,0.003115715,0.8994224,0.001184049,0.001267376,0.08438911],"study_design_scores_gemma":[0.00005114582,0.0006966582,0.01121534,0.00007944384,0.00008598328,0.001001539,0.0004276237,0.02538402,0.9300984,0.000498561,0.03038794,0.00007339594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7271385,0.001473487,0.2446268,0.0004591555,0.0001542882,0.002291174,0.001661067,0.002417107,0.01977845],"genre_scores_gemma":[0.6715704,0.0009697616,0.3151304,0.0002171046,0.00003621112,0.0008167322,0.003365002,0.0003942388,0.007500215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700092,"threshold_uncertainty_score":0.008860707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752390677813417,"score_gpt":0.2972145083614878,"score_spread":0.2596906015833537,"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."}}