{"id":"W2948038841","doi":"10.1111/risa.13335","title":"Risk Perception and Human Health Risk in Rural Communities Consuming Unregulated Well Water in Saskatchewan, Canada","year":2019,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Risk perception; Environmental health; Tap water; Perception; Risk assessment; Health risk; Occupational safety and health; Water supply; Arsenic contamination of groundwater; Medicine; Psychology; Environmental engineering; Environmental science; Arsenic; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.001308081,0.0001260999,0.0003867502,0.0002572386,0.0008273385,0.00005026473,0.0001279519,0.00008785581,0.0007333371],"category_scores_gemma":[0.00001046931,0.0001144029,0.0000585093,0.0003569766,0.0002083924,0.0001572538,0.00005183448,0.0003782708,0.00002057162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006799978,"about_ca_system_score_gemma":0.0001643141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984477,"about_ca_topic_score_gemma":0.9998835,"domain_scores_codex":[0.9975862,0.001138022,0.0003814955,0.0001447663,0.0002770471,0.0004724702],"domain_scores_gemma":[0.9993269,0.0001612143,0.0001743449,0.0001978724,0.00001417741,0.000125453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008181517,0.00002501326,0.9194037,0.00003827795,0.00005661278,7.686967e-7,0.07825824,0.001084255,0.000005749832,0.00002088623,0.00005887812,0.001039409],"study_design_scores_gemma":[0.0001989236,0.00001210338,0.5795206,0.00002906088,0.0001367326,5.410405e-8,0.4191549,0.000530748,0.00000218907,0.00004414656,0.0002820032,0.00008861523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984123,0.0005453519,0.000004767321,0.0003601503,0.00004002077,0.0001995111,0.00005243912,0.00001417521,0.0003712765],"genre_scores_gemma":[0.9909096,0.008133797,0.00003518814,0.0002012516,0.0000222445,0.000007306699,0.00009543158,0.000008155343,0.0005869927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3408966,"threshold_uncertainty_score":0.8029527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007999501371136707,"score_gpt":0.2694809873198121,"score_spread":0.2614814859486754,"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."}}