{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001419805,0.000648147,0.0006652856,0.0002726918,0.001042891,0.0006127965,0.0008644547,0.0002929822,0.0002633476],"category_scores_gemma":[0.000200485,0.0004512402,0.0002360045,0.0004767763,0.0006599348,0.001008891,0.001151114,0.0005385741,0.003099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044162,"about_ca_system_score_gemma":0.00003629761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121852,"about_ca_topic_score_gemma":0.001185157,"domain_scores_codex":[0.9939342,0.0002654612,0.0007478071,0.001238811,0.0009845985,0.002829193],"domain_scores_gemma":[0.9977993,0.0006686435,0.000127852,0.0006982886,0.00005130006,0.0006545729],"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":[0.00006704513,0.0006146913,0.2190024,0.0008900758,0.0005302114,0.0002053234,0.1683086,0.0007724005,0.1883323,0.0004293377,0.3503002,0.07054744],"study_design_scores_gemma":[0.001456924,0.000543625,0.03423976,0.00009758621,0.00003165685,0.00005208232,0.006832034,0.001247947,0.07305906,0.003481281,0.8788131,0.0001448955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896372,0.001103891,0.0005055837,0.0009371009,0.000795204,0.001078959,0.00006845292,0.0003108532,0.005562756],"genre_scores_gemma":[0.9375089,0.0008757556,0.0004161621,0.0009947962,0.0003567332,0.000366706,0.0005138827,0.0001470804,0.05882002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.528513,"threshold_uncertainty_score":0.9997939,"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."}}