{"id":"W4392631122","doi":"10.30574/wjarr.2024.21.3.0712","title":"Physicochemical and bacteriological assessment of the polyethene packaged sachet water (popularly called “pure water”) as a major source of drinking water in Sagamu, Ogun State, Southwest, Nigeria","year":2024,"lang":"en","type":"article","venue":"World Journal of Advanced Research and Reviews","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ogun state; Water source; Environmental science; Waste management; Environmental health; Medicine; Water resource management; Geography; Engineering","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":[0.0002628443,0.0003064405,0.0002456565,0.0006197799,0.000476041,0.0007167179,0.0001298528,0.000325799,0.0003020439],"category_scores_gemma":[0.0002512033,0.0001650648,0.0001538073,0.0007599251,0.00035505,0.0003383555,0.0002772281,0.0001807189,0.00008327824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126478,"about_ca_system_score_gemma":0.0003763142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003977497,"about_ca_topic_score_gemma":0.01341957,"domain_scores_codex":[0.9996572,0.00006179016,0.00003973351,0.00005966048,0.0001527071,0.00002903574],"domain_scores_gemma":[0.9997801,0.00003131478,0.0000874361,0.000007943609,0.00007802283,0.00001513487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003667255,0.0002875718,0.4863399,0.000718742,0.0000555169,0.001417808,0.00343622,0.0004827334,0.4699713,0.0002288084,0.0002229226,0.03647172],"study_design_scores_gemma":[0.000007666453,0.001240235,0.9106836,0.0001117989,0.00009665022,0.001305206,0.01201313,0.0009508671,0.06946193,0.0001598529,0.003938465,0.00003050477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988394,0.0001738278,0.0002102079,0.00001367639,0.000005002819,0.00001700004,0.000067762,0.000001219394,0.0006718891],"genre_scores_gemma":[0.9976997,0.0003774219,0.0009716089,0.00002426211,0.000003929919,0.00001650906,0.0001106425,0.000001878635,0.0007940223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003977497,"threshold_uncertainty_score":0.007908702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804922231641103,"score_gpt":0.3550343533331006,"score_spread":0.3169851310166896,"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."}}