{"id":"W2068175241","doi":"10.5539/enrr.v4n2p92","title":"Water Purification by Double Filtration Using Ceramic Filters","year":2014,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uganda Industrial Research Institute","keywords":"Filtration (mathematics); Grog; Sawdust; Ceramic; Materials science; Percolation (cognitive psychology); Chromatography; Pulp and paper industry; Chemistry; Composite material; Mathematics; Engineering","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":[0.00040713,0.000652039,0.0009301042,0.000630393,0.0003882471,0.0006651198,0.000395229,0.0005231201,0.0009070552],"category_scores_gemma":[0.0005098641,0.0002011758,0.0008414159,0.0004715223,0.0003700229,0.0007191443,0.0006285339,0.0006633195,0.0003092896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662961,"about_ca_system_score_gemma":0.000420715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969972,"about_ca_topic_score_gemma":0.002238919,"domain_scores_codex":[0.9992448,0.00005907526,0.00004901838,0.0001926939,0.000285475,0.0001688592],"domain_scores_gemma":[0.9995865,0.0001241638,0.00009669686,0.00003846398,0.00009760501,0.00005658618],"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":[0.0001457933,0.00002333443,0.0004475423,0.0001286006,0.00001862115,0.00004250105,0.00002850051,0.0001379691,0.9940764,0.00003206988,0.00005002454,0.004868684],"study_design_scores_gemma":[0.00001286969,0.0003825454,0.002016626,0.000005490627,0.00002765073,0.0002167535,0.00002343343,0.0007341171,0.9953889,0.00002421308,0.001155016,0.00001248775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678348,0.001623577,0.02884915,0.00009695029,0.00008781311,0.00008645978,0.0001303333,0.0002797058,0.001011295],"genre_scores_gemma":[0.9807866,0.0006836948,0.01668987,0.00005592228,0.00002526704,0.00003657864,0.000206631,0.00004279781,0.00147256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001969972,"threshold_uncertainty_score":0.003917038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251481609583016,"score_gpt":0.3154115104339806,"score_spread":0.2728966943381504,"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."}}