{"id":"W2096315612","doi":"10.2166/wh.2011.087","title":"Virus removal efficiency of Cambodian ceramic pot water purifiers","year":2011,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Filtration (mathematics); Environmental science; Suspended solids; Water quality; Pulp and paper industry; Ceramic; Water treatment; Environmental engineering; Portable water purification; Filter (signal processing); Materials science; Mathematics; Biology; Wastewater; Metallurgy; Ecology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003403845,0.00007150057,0.0001710779,0.00005072781,0.00009309189,0.00001183039,0.00009677904,0.00003219829,0.001457694],"category_scores_gemma":[0.000001206334,0.00003898911,0.00006096297,0.00002552289,0.00008201539,0.0001787017,0.00004769759,0.0001430657,0.00004412675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006841329,"about_ca_system_score_gemma":0.00001310169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253345,"about_ca_topic_score_gemma":0.0001723915,"domain_scores_codex":[0.9992067,0.0000316537,0.0003559561,0.0000833106,0.00008966156,0.0002327349],"domain_scores_gemma":[0.9996594,0.000002731917,0.0001109054,0.00007593878,0.00001249517,0.0001385524],"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":[0.00007659334,0.0001740148,0.001632137,0.00003155572,0.00001677251,0.00003538164,0.01260296,0.000006821692,0.9788918,0.000009644864,0.001306119,0.005216151],"study_design_scores_gemma":[0.001110131,0.001742425,0.2107186,0.0001044021,0.00004445491,0.002165979,0.0007033967,0.00002289115,0.7420931,0.0005201334,0.04050152,0.0002729395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966476,0.0000562951,0.00009372461,0.0006783218,0.0002770761,0.00005547424,0.000003555546,0.000002718154,0.002185258],"genre_scores_gemma":[0.9982532,0.0001972511,0.0006270265,0.0003858838,0.00004276089,2.392412e-7,0.000001241769,0.000006213034,0.0004861577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2367987,"threshold_uncertainty_score":0.9994551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822570286031971,"score_gpt":0.2616529711451849,"score_spread":0.2334272682848652,"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."}}