{"id":"W1593312771","doi":"10.1186/1471-2458-5-129","title":"Public perception of drinking water from private water supplies: focus group analyses","year":2005,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Public Health Agency of Canada; University of Guelph; Health Sciences Centre; Memorial University of Newfoundland","funders":"Public Health Agency; Public Health Agency of Canada; University of Guelph","keywords":"Focus group; Outreach; Medicine; Public health; Environmental health; Government (linguistics); Biostatistics; Test (biology); Business; Nursing; Economic growth; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001738055,0.0001706493,0.0002770437,0.0001083755,0.0002025521,0.0001208073,0.0003318253,0.00008829662,0.01152042],"category_scores_gemma":[0.00003642207,0.0001055143,0.00009707738,0.0001509803,0.0001398166,0.0008931084,0.0002696314,0.0001413571,0.001022782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005368016,"about_ca_system_score_gemma":0.00002678804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003713441,"about_ca_topic_score_gemma":0.003342064,"domain_scores_codex":[0.9973191,0.0004175337,0.0006106991,0.000422206,0.0005329275,0.0006975362],"domain_scores_gemma":[0.9991266,0.00004318061,0.0001051607,0.0003873427,0.00002109056,0.0003165888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000412915,0.001048425,0.6219363,0.0001133253,0.00006258841,0.000001727582,0.02264873,0.0001129124,0.1181679,0.002454281,0.003273748,0.2301388],"study_design_scores_gemma":[0.001174648,0.0001731173,0.7373158,0.00001559194,0.00001116357,0.00000279544,0.0007436796,0.002337986,0.01558772,0.001981557,0.240193,0.0004629048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641955,0.00001243864,0.01611878,0.01757757,0.0000745928,0.0002401018,0.00001296339,0.00008601965,0.001681969],"genre_scores_gemma":[0.9940171,0.00001229866,0.003858223,0.001366929,0.0001057217,0.00002048907,0.0002848184,0.00001661051,0.0003178614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2369193,"threshold_uncertainty_score":0.999755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104654758396787,"score_gpt":0.3244813763037553,"score_spread":0.2198266179069683,"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."}}