{"id":"W2069648177","doi":"10.1016/j.envpol.2011.02.004","title":"Occurrence of perfluorooctanoate and perfluorooctanesulfonate in the Korean water system: Implication to water intake exposure","year":2011,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"National Research Foundation of Korea","keywords":"Environmental science; Environmental chemistry; Chemistry; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005963358,0.0001891679,0.000160875,0.00006841613,0.0001468559,0.00001892964,0.0003530525,0.00008032315,0.001176985],"category_scores_gemma":[0.000004068954,0.000108283,0.00004447045,0.0001042946,0.0003072754,0.0002904552,0.0002208193,0.0001588123,0.000592442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380124,"about_ca_system_score_gemma":0.000002686475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004593105,"about_ca_topic_score_gemma":0.00008503811,"domain_scores_codex":[0.998213,0.0001594646,0.0003309408,0.0003950284,0.0004436187,0.0004579505],"domain_scores_gemma":[0.9994701,0.00001241874,0.00004131138,0.0003676014,0.000002005666,0.0001066337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001844579,0.0002117752,0.142911,0.00002998037,0.000009675146,0.00001262644,0.02886066,0.00008132106,0.7835957,0.00005236952,0.0002527175,0.04379776],"study_design_scores_gemma":[0.0004838955,0.0003487099,0.6593015,0.00002524261,0.00001628854,0.00006032731,0.003264247,0.0001514673,0.3331494,0.000106793,0.002803239,0.0002889487],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99614,0.0003474425,0.00003831459,0.0002014914,0.00005528589,0.0005021979,0.00008787796,0.0000166835,0.002610673],"genre_scores_gemma":[0.9994707,0.00008558605,0.00008677741,0.0001057328,0.00001724429,0.00008055611,0.00006163238,0.000008549548,0.00008327368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5163904,"threshold_uncertainty_score":0.9997361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617121617575516,"score_gpt":0.2156645765796237,"score_spread":0.1994933604038685,"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."}}