{"id":"W2353701859","doi":"","title":"Comparative analysis of cosmetics regulations in major markets and trends in harmonization of regulatory frameworks","year":2008,"lang":"en","type":"article","venue":"Detergent & Cosmetics","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Harmonization; China; Business; Principal (computer security); Industrial organization; Process (computing); Commerce; Political science; Law; Computer science; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002798488,0.0001606791,0.000485134,0.001522421,0.00004823431,0.00001557743,0.0001344431,0.0001445209,0.0001376399],"category_scores_gemma":[0.00007984948,0.000177037,0.00008265304,0.003327251,0.0002653831,0.0002767371,0.0001449636,0.0001503522,0.000001197936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009768313,"about_ca_system_score_gemma":0.000008845791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024822,"about_ca_topic_score_gemma":0.0002069693,"domain_scores_codex":[0.9986038,0.00004040972,0.0006352168,0.000248837,0.0002873311,0.0001844112],"domain_scores_gemma":[0.9991439,0.00007269935,0.0003390065,0.0003065715,0.0001241619,0.00001365926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008329636,0.0004620655,0.9769325,0.0001292672,0.0001453983,0.000007788433,0.001795901,0.01716753,0.0004557463,0.001273138,0.0001258059,0.001421547],"study_design_scores_gemma":[0.0004157392,0.00001015605,0.9437979,0.00002928546,0.0002645197,4.495968e-7,0.0005452287,0.05394697,0.0002288087,0.0004964576,0.0001160478,0.0001484309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981605,0.0001259703,0.001074004,0.0001219955,0.00006606177,0.0001910638,0.000008095067,0.00001170671,0.0002405558],"genre_scores_gemma":[0.9984791,0.00004554216,0.001189055,0.00008549169,0.00002163339,0.00001169099,0.000105376,0.00001213376,0.00005000038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03677944,"threshold_uncertainty_score":0.721936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080642454390315,"score_gpt":0.2517021931996121,"score_spread":0.230895768655709,"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."}}