{"id":"W2607701167","doi":"10.47339/ephj.2016.110","title":"Sampling of elementary school playground equipment for total coliforms and E. coli","year":2016,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contamination; Outbreak; Mean value; Veterinary medicine; Mathematics; Toxicology; Medicine; Biology; Statistics; Ecology; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002576722,0.000224936,0.0004437507,0.0002079838,0.001574154,0.00002145785,0.0001796908,0.0001555207,0.001566624],"category_scores_gemma":[0.0002775666,0.0001498267,0.0001113099,0.00008387961,0.0001483485,0.0004795564,0.0001563372,0.000409808,0.00005724963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547532,"about_ca_system_score_gemma":0.002343949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004488205,"about_ca_topic_score_gemma":0.000005955587,"domain_scores_codex":[0.995962,0.000378452,0.001474683,0.0003050493,0.000523872,0.001355908],"domain_scores_gemma":[0.9959429,0.0005702589,0.0008753818,0.0002006906,0.00003435105,0.002376447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007920547,0.0007345392,0.7023734,0.001751139,0.0001938054,0.00001014118,0.0007288928,0.000004700921,0.002452367,0.0005007318,0.04542716,0.245031],"study_design_scores_gemma":[0.009154242,0.001245128,0.5555972,0.0003520709,0.0000312209,0.00005260342,0.004979906,0.0000209348,0.00001623879,0.0005889511,0.427593,0.0003684457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809593,0.001879064,0.004785786,0.009263271,0.0005288527,0.001651211,0.0007852186,0.0000260722,0.0001212572],"genre_scores_gemma":[0.9834877,0.003206319,0.001515657,0.009237244,0.001789324,0.0002172683,0.00003899832,0.00004610049,0.0004613786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3821658,"threshold_uncertainty_score":0.9997256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08638007314818492,"score_gpt":0.3881888455078397,"score_spread":0.3018087723596548,"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."}}