{"id":"W2914110119","doi":"10.1002/hpm.2747","title":"Exploring relevance, public perceptions, and business models for establishment of private well water quality monitoring service","year":2019,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"California Department of Public Health","keywords":"Business; Population; Water quality; Government (linguistics); Water industry; Water supply; Environmental economics; Environmental health; Environmental science; Economics; Environmental engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062868,0.00005581591,0.0001349233,0.00008435106,0.0002419965,0.00006610728,0.0001892011,0.00001488648,0.000007415666],"category_scores_gemma":[0.00001528012,0.00003889441,0.00001855645,0.00003910708,0.00003978642,0.0005321694,0.00008991507,0.00007448064,0.000001087162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106809,"about_ca_system_score_gemma":0.00003101291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000386375,"about_ca_topic_score_gemma":0.00002253489,"domain_scores_codex":[0.9988976,0.00007859876,0.0003784281,0.00008210186,0.0003859916,0.0001773473],"domain_scores_gemma":[0.9993964,0.000127564,0.0002411202,0.00005644065,0.0001213647,0.00005705004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001337563,0.0006905311,0.266522,0.01649209,0.0009397086,0.00001471812,0.2698537,0.03839738,0.0004919257,0.2919712,0.002148003,0.1111412],"study_design_scores_gemma":[0.003409567,0.0003074971,0.4290154,0.005119505,0.0001106673,0.00001374755,0.3633667,0.0009378111,0.0001436895,0.009958609,0.1872178,0.0003990369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726762,0.001448796,0.001630237,0.02256481,0.0007353231,0.0002750441,0.000003616517,0.000005784922,0.0006602644],"genre_scores_gemma":[0.9711143,0.02641443,0.001459347,0.0006802237,0.0001661686,0.00001426965,0.000002827739,0.000005094984,0.0001433021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2820126,"threshold_uncertainty_score":0.1861266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169906767102423,"score_gpt":0.3814726040938347,"score_spread":0.2115658369914117,"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."}}