{"id":"W4367293184","doi":"10.1021/cen-09923-polcon2","title":"PFAS undisclosed in many cosmetics","year":2021,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Environmental chemistry; Chemistry; Toxicology; Organic chemistry; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001559527,0.0001347888,0.0001546503,0.0000178958,0.00005288062,0.00005314484,0.0003472115,0.00007906804,0.004380966],"category_scores_gemma":[0.00006067005,0.0001312362,0.00007039541,0.0004957466,0.0001289491,0.000137847,0.0003761562,0.0001627526,0.001782273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005676069,"about_ca_system_score_gemma":0.0000373537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002466275,"about_ca_topic_score_gemma":0.001093382,"domain_scores_codex":[0.9984565,0.0001262863,0.0001990157,0.0003487648,0.0004116746,0.0004577006],"domain_scores_gemma":[0.9994133,0.00003573374,0.00002710305,0.0003339551,0.000007945291,0.0001820031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009477526,0.000459099,0.8602472,0.0000188315,0.00001973295,0.0009751902,0.001266833,0.0004129831,0.004799347,0.0008404274,0.01467002,0.1161956],"study_design_scores_gemma":[0.001909903,0.0001013743,0.7616842,0.0000793242,0.00001732196,0.00007647889,0.001094177,0.003014276,0.004324691,0.004326744,0.2227844,0.0005871342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844022,0.00179175,0.0003226233,0.0003667106,0.0002083393,0.0001114703,0.00003949975,0.00002817148,0.1127293],"genre_scores_gemma":[0.996218,0.0003514952,0.0005633496,0.0003651085,0.00003318166,0.00001072476,0.00001671103,0.000008596366,0.002432856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081144,"threshold_uncertainty_score":0.9989949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0083075008838482,"score_gpt":0.2796858294582572,"score_spread":0.271378328574409,"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."}}