{"id":"W4412605621","doi":"10.1093/inteam/vjaf089","title":"Why are PFOS ecological surface water quality criteria so different between countries? A review of differences in regulatory guidance","year":2025,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jurisdiction; Transparency (behavior); Consistency (knowledge bases); Variable (mathematics); Taxon; Environmental science; Environmental resource management; Ecology; Computer science; Mathematics; Biology; Political science; Law","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":[0.0008368129,0.001004776,0.002714994,0.0001155571,0.0001537801,0.00007816393,0.00069606,0.0003212871,0.004291202],"category_scores_gemma":[0.00001256118,0.0006287615,0.0003886409,0.0002205945,0.0009603968,0.0002168816,0.001737194,0.000581823,0.00009131018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264691,"about_ca_system_score_gemma":0.00001933188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009213176,"about_ca_topic_score_gemma":0.00003276462,"domain_scores_codex":[0.9947064,0.0007964463,0.001718196,0.001177498,0.0008325183,0.0007689261],"domain_scores_gemma":[0.9982973,0.000264056,0.0005681096,0.0006075255,0.000002894009,0.0002601528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005791956,0.003744362,0.2103661,0.2815549,0.001233912,0.0002318964,0.0001019325,0.000007023863,0.0002207595,0.0002410752,0.01169693,0.4905432],"study_design_scores_gemma":[0.0007816383,0.000193011,0.2134934,0.08730931,0.001267772,0.000004930022,0.0001081557,0.00001476372,0.000119021,0.000111228,0.6954325,0.001164281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02556559,0.9679566,0.00007343364,0.0005215521,0.0002078658,0.002992888,0.0004887294,0.0000500451,0.002143266],"genre_scores_gemma":[0.01845324,0.9786151,0.0002605374,0.001197446,0.00001958112,0.0001157868,0.000397249,0.00003652203,0.0009045029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6837356,"threshold_uncertainty_score":0.9996164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05414927203059437,"score_gpt":0.3720236463931223,"score_spread":0.3178743743625279,"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."}}