{"id":"W3168678889","doi":"10.1021/acs.estlett.1c00240","title":"Fluorinated Compounds in North American Cosmetics","year":2021,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":259,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cosmetics; Chemistry; Environmental chemistry; Methacrylate; Toxicology; Organic chemistry; Polymer; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002722982,0.0002120708,0.000227984,0.000340626,0.0003237905,0.00004857599,0.001008055,0.00005884408,0.0007549133],"category_scores_gemma":[0.00003506061,0.0002170305,0.00004462271,0.004939267,0.008010857,0.0003438482,0.0008774096,0.0004827989,0.0007838256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072689,"about_ca_system_score_gemma":0.00002844583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001134585,"about_ca_topic_score_gemma":0.001087922,"domain_scores_codex":[0.9970908,0.00005687911,0.0002604695,0.0008092934,0.0007996003,0.0009829627],"domain_scores_gemma":[0.999123,0.00002988996,0.00007686468,0.0005884388,0.000002658465,0.00017911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000443408,0.00009356171,0.5790926,6.323365e-7,0.000002097365,0.0001408374,0.000171228,0.0002043048,0.3918926,0.00001517207,0.0001901866,0.0281924],"study_design_scores_gemma":[0.0003312029,0.00007585172,0.885543,0.000003756771,0.000003778567,0.0000635867,0.000832532,0.0003684114,0.09843438,0.00004411577,0.01397535,0.0003239645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943789,0.000219372,0.0000478177,0.003308666,0.000101657,0.000146362,0.000008767707,0.00008060846,0.001707816],"genre_scores_gemma":[0.9968203,0.0001657594,0.001661682,0.001130175,0.00001184256,0.00002900403,0.00001031361,0.0000149497,0.0001560269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3064505,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006389328750203841,"score_gpt":0.2308100939971884,"score_spread":0.2244207652469846,"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."}}