{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007176888,0.0003038377,0.0002814034,0.0008299043,0.002068337,0.001155248,0.0008358657,0.0003063123,0.003022537],"category_scores_gemma":[0.001695023,0.0002870689,0.000396846,0.002203004,0.0007809417,0.0003274422,0.0008891158,0.000591458,0.0001796624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02115657,"about_ca_system_score_gemma":0.027385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942563,"about_ca_topic_score_gemma":0.9967387,"domain_scores_codex":[0.9992999,0.0001892798,0.00003373613,0.0001184257,0.0002024531,0.0001562706],"domain_scores_gemma":[0.9983126,0.0002813718,0.0002429716,0.00005428248,0.0007603993,0.000348361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192375,0.0001173301,0.9777846,0.00008630012,0.00009207817,0.0002417996,0.003648068,0.000834971,0.0008164928,0.0003268121,0.001410294,0.01452205],"study_design_scores_gemma":[0.00001532558,0.00006382079,0.9874659,0.00006414725,0.0000385288,0.00006287971,0.008815386,0.001464304,0.0001865274,0.0002024253,0.001590976,0.0000298848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994915,0.0003552175,0.0003722263,0.0004463958,0.000009492995,0.00007043991,0.0009405804,0.000009272595,0.002881401],"genre_scores_gemma":[0.9973743,0.0003179736,0.0003702271,0.00008968225,0.000001948026,0.00003723735,0.0003003763,0.000002902423,0.001505441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02115657,"threshold_uncertainty_score":0.1535024,"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."}}