{"id":"W6939212736","doi":"10.60692/wwt8m-sty78","title":"Forever chemicals: the ugly side of cosmetics","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Skin irritation; Thyroid function; Skin cancer; Clothing; Product (mathematics); Human health","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":[0.001957407,0.001418501,0.00094285,0.001607861,0.002973884,0.00826091,0.001241416,0.007675671,0.1685421],"category_scores_gemma":[0.007111752,0.0004398893,0.0008469599,0.001578991,0.003723376,0.008522392,0.003460031,0.008884504,0.1387838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188069,"about_ca_system_score_gemma":0.002316161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002906764,"about_ca_topic_score_gemma":0.004744693,"domain_scores_codex":[0.9974906,0.0003957492,0.0001059676,0.0003404543,0.001441534,0.0002256176],"domain_scores_gemma":[0.996425,0.0008190494,0.0003879446,0.0004536029,0.001111636,0.0008027799],"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":[0.00006823451,0.00005668597,0.0003530042,0.0003364372,0.00001195577,0.0001871161,0.000143486,0.00004748682,0.001005031,0.02150595,0.8298082,0.1464763],"study_design_scores_gemma":[0.000002791017,0.00001521222,0.0001176653,0.0001820954,0.000002867146,0.0001612151,0.00007205066,0.00001282798,0.0001758994,0.001882209,0.9973696,0.000005499649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002104306,0.1694499,0.00223719,0.2735483,0.09655,0.00008481574,0.002370042,0.002155116,0.4515003],"genre_scores_gemma":[0.01756718,0.116639,0.002859904,0.2215482,0.03076617,0.00006164374,0.001672433,0.001576513,0.607309],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1685421,"threshold_uncertainty_score":0.5638295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412387668324465,"score_gpt":0.2421307325545133,"score_spread":0.1980068558712686,"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."}}