{"id":"W1992557853","doi":"10.2166/wh.2012.046","title":"Characteristics of small residential and commercial water systems that influence their likelihood of being on drinking water advisories in rural British Columbia, Canada: a cross-sectional study using administrative data","year":2012,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Interior Health","funders":"Ministry of Education, India; Ministry of Environment; Public Health Agency; Public Health Agency of Canada","keywords":"Corporate governance; Business; Psychological intervention; Information system; Environmental health; Environmental planning; Geography; Engineering; Finance; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007461001,0.0002849596,0.0003645779,0.001026688,0.002532162,0.00149164,0.001176198,0.00045101,0.002192198],"category_scores_gemma":[0.003127009,0.0005709398,0.0002800085,0.003435733,0.001057301,0.00052799,0.0008523116,0.0007716479,0.000347505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0107045,"about_ca_system_score_gemma":0.01132659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817719,"about_ca_topic_score_gemma":0.9931961,"domain_scores_codex":[0.9989262,0.0001688332,0.00007946925,0.0001702541,0.0003136689,0.0003415579],"domain_scores_gemma":[0.9964694,0.000525934,0.0008741992,0.0001427972,0.00109286,0.0008948722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001869374,0.00004164366,0.9956678,0.00001335822,0.000015487,0.0000573027,0.002032711,0.00004375574,0.0001076541,0.00002685798,0.0003181381,0.001656571],"study_design_scores_gemma":[0.000001356165,0.00001669531,0.9949442,0.00001408107,0.000005758346,0.00002545319,0.004517291,0.00009767828,0.00002438113,0.00000864219,0.0003390751,0.00000535759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983353,0.00009008366,0.00006648304,0.0000791837,0.000002202599,0.00002247586,0.0006769878,0.000002930394,0.000724329],"genre_scores_gemma":[0.9981585,0.0001635933,0.0001446512,0.00005795178,0.000002032064,0.00002500219,0.0005495811,0.000003746424,0.0008950741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01822805,"threshold_uncertainty_score":0.07766694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06808569569326572,"score_gpt":0.3332787752249249,"score_spread":0.2651930795316592,"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."}}