{"id":"W7064471141","doi":"","title":"Arsenic Removal by Sand Filtration for Potable Water&#13;\\nin Newfoundland","year":2012,"lang":"en","type":"report","venue":"Memorial University Research Repository (Memorial University)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arsenic; Groundwater; Filtration (mathematics); Distilled water; Sand filter; Slow sand filter; Potable water; Arsenic contamination of groundwater","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":[0.0001821852,0.0002402733,0.0002239581,0.000272891,0.0007778077,0.0006122164,0.0002403333,0.0001925324,0.001582166],"category_scores_gemma":[0.0001435287,0.0001023127,0.0004234464,0.0002768956,0.0001970617,0.000250129,0.000150814,0.0002745761,0.0003010471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323692,"about_ca_system_score_gemma":0.00165162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3624841,"about_ca_topic_score_gemma":0.5368586,"domain_scores_codex":[0.9998,0.00001382569,0.00001116655,0.00005007299,0.00007594863,0.00004897205],"domain_scores_gemma":[0.9998854,0.00001627043,0.00002896421,0.000006233818,0.00004995401,0.00001316542],"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":[0.0001826415,0.0001545736,0.008475595,0.0001957709,0.00002981942,0.0001391122,0.0001872627,0.0008018374,0.9654217,0.0001708978,0.00116996,0.02307084],"study_design_scores_gemma":[0.00002481251,0.001381892,0.1566634,0.00003646546,0.00009753805,0.0003238695,0.0005533202,0.002697617,0.8131073,0.00007242504,0.02499913,0.00004228026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906848,0.0009857157,0.001904158,0.0002669647,0.00004970295,0.0000889165,0.0004491416,0.00008224061,0.005488339],"genre_scores_gemma":[0.973683,0.001605952,0.004210223,0.0001617777,0.00001430943,0.00006943628,0.0008722889,0.00002413194,0.01935883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6375159,"threshold_uncertainty_score":0.7207484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604954860906034,"score_gpt":0.2723090603302886,"score_spread":0.2362595117212282,"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."}}