{"id":"W2980185676","doi":"","title":"Poisoned perfection: Welling concerns about arsenic, drinking water, and public health in rural Newfoundland.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental health; Perfection; Arsenic; Public health; Medicine; Pathology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007439481,0.000121348,0.0001791518,0.00003516264,0.0006038474,0.0003212653,0.000202386,0.00005492264,0.00008941135],"category_scores_gemma":[0.00003926402,0.00008694433,0.00003465547,0.00003899277,0.000199478,0.0004387819,0.0002039121,0.0001579979,0.00003804427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590338,"about_ca_system_score_gemma":0.000007582054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007258677,"about_ca_topic_score_gemma":0.005537832,"domain_scores_codex":[0.9987074,0.00006251878,0.0001732341,0.0002540843,0.0001620746,0.0006406484],"domain_scores_gemma":[0.9994116,0.00002448406,0.00008442322,0.0002604824,0.000003332534,0.0002156213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001435375,0.00003380778,0.5225752,0.00001078965,0.000007767974,0.00001018161,0.0005634063,0.0000606493,0.000246444,0.00007054047,0.000112138,0.4762947],"study_design_scores_gemma":[0.0007340751,0.00002216375,0.9813768,0.00001140112,0.000002441607,0.00002480944,0.00005346266,0.001103797,0.00009875243,0.0001460279,0.01628104,0.0001452394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989208,0.0001852966,0.00004990613,0.005219485,0.0006244059,0.0004546307,7.271439e-7,0.00003565063,0.004221899],"genre_scores_gemma":[0.9985143,0.0002056233,0.00006639658,0.0002304585,0.000194548,0.00008169402,0.000004273889,0.00001253188,0.000690202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4761495,"threshold_uncertainty_score":0.9993521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561828820204466,"score_gpt":0.2424094936529941,"score_spread":0.2167912054509494,"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."}}