{"id":"W4321370307","doi":"10.1111/gwat.13303","title":"<scp>EPA</scp> 's Unprecedented Interim Drinking Water Health Advisories for <scp>PFOA</scp> and <scp>PFOS</scp>","year":2023,"lang":"en","type":"article","venue":"Ground Water","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interim; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001932324,0.0007908345,0.0005543689,0.001487772,0.001943444,0.002091129,0.001707645,0.003871959,0.06576066],"category_scores_gemma":[0.001839035,0.000401628,0.0005339569,0.001740976,0.001061363,0.0009184614,0.000950576,0.001757644,0.02755005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003078447,"about_ca_system_score_gemma":0.008970745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04853419,"about_ca_topic_score_gemma":0.09500109,"domain_scores_codex":[0.9973851,0.000138843,0.00008997732,0.00021292,0.001923591,0.0002494936],"domain_scores_gemma":[0.9972411,0.0002437089,0.0001127732,0.0002625341,0.002015105,0.0001246279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001142002,0.0002004682,0.00094812,0.0003022353,0.00001782781,0.0003512407,0.00006140424,0.000389766,0.01816291,0.01015974,0.900469,0.06882304],"study_design_scores_gemma":[0.00001381032,0.00003930736,0.001583914,0.0000510201,0.000008061651,0.00005183838,0.00004063672,0.0001902645,0.01175651,0.0008486634,0.9854015,0.00001444163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.009499576,0.004078954,0.008854291,0.03648961,0.006469033,0.001251475,0.0465498,0.003308319,0.883499],"genre_scores_gemma":[0.02642236,0.00412992,0.01189684,0.01556451,0.0006524693,0.0006508324,0.031308,0.0004487826,0.9089262],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06576066,"threshold_uncertainty_score":0.2199913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096492892404835,"score_gpt":0.2920038009111059,"score_spread":0.2610388719870576,"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."}}