{"id":"W6990737062","doi":"","title":"Effect of zeolite types LTX and LTA on physicochemical parameters of drinking water sample in Ghana, assisted by light transmission experiment","year":2018,"lang":"en","type":"article","venue":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Leverhulme Trust","keywords":"Turbidity; Raw water; Zeolite; Light intensity; Water treatment; Intensity (physics); Tap water; Raw material; Metal","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":[0.0003241437,0.0001996284,0.0001942406,0.0001791282,0.0001828458,0.0002636279,0.0001022031,0.0002036515,0.001026856],"category_scores_gemma":[0.0008381503,0.0001581431,0.0002070801,0.0002445185,0.0002255129,0.0002283843,0.0001438236,0.0002362502,0.0001842365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428949,"about_ca_system_score_gemma":0.0001201829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655947,"about_ca_topic_score_gemma":0.004005868,"domain_scores_codex":[0.9997261,0.00007041037,0.00002620646,0.00006013434,0.00008316245,0.00003387515],"domain_scores_gemma":[0.9996213,0.0001479894,0.0001100153,0.00001960846,0.00007795703,0.00002315961],"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":[0.000376617,0.00002422252,0.004811636,0.00009617688,0.00001249572,0.00006559075,0.0001220701,0.0001154006,0.9908832,0.000009895716,0.00002245772,0.003460248],"study_design_scores_gemma":[0.00001195887,0.0006852612,0.03897565,0.00001379261,0.0000348394,0.0001190155,0.000285153,0.0005764667,0.9581921,0.00001245624,0.001082104,0.00001123517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987453,0.0003159112,0.0004941786,0.00002649727,0.00000549126,0.000009260904,0.00009465916,0.00001162608,0.0002970446],"genre_scores_gemma":[0.9965037,0.0005581214,0.002015721,0.00003472238,0.000003805487,0.00001750853,0.0001126933,0.000008697524,0.0007451231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001655947,"threshold_uncertainty_score":0.003435194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108460426642372,"score_gpt":0.2194062862342089,"score_spread":0.2083216819677851,"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."}}