{"id":"W4390819803","doi":"10.38055/fs050110","title":"Beauty and the Packaging Beast: Plastic in the Beauty Industry","year":2024,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Beauty; Aesthetics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001466286,0.0003342869,0.0002148351,0.001344202,0.008215535,0.01151506,0.0005157487,0.003603671,0.01298457],"category_scores_gemma":[0.002255536,0.0002598426,0.0002126232,0.002607082,0.0284918,0.009652701,0.002573549,0.003770554,0.0006076982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148035,"about_ca_system_score_gemma":0.001513472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00456313,"about_ca_topic_score_gemma":0.011183,"domain_scores_codex":[0.9991629,0.0005203497,0.0000118027,0.00006648994,0.0001223563,0.0001161475],"domain_scores_gemma":[0.9986477,0.0009244206,0.000107759,0.000102814,0.00009158094,0.000125694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004178616,0.0000573226,0.0006586811,0.00006011145,0.000002386955,0.0001097086,0.03521151,0.00006769781,0.0001784776,0.9369469,0.01257899,0.01408655],"study_design_scores_gemma":[0.00001493803,0.00007365026,0.005583078,0.0006296244,0.0000146684,0.0005159095,0.1666086,0.0002722142,0.0006437127,0.258569,0.5670394,0.0000352541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1056271,0.04169461,0.001651947,0.08253488,0.0009979646,0.00001194346,0.00003694954,0.00002274599,0.7674218],"genre_scores_gemma":[0.9325314,0.009447351,0.000336137,0.004813768,0.0007265751,0.00001052349,0.00001037323,0.00004618808,0.05207766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01298457,"threshold_uncertainty_score":0.04343772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09302617002969202,"score_gpt":0.3133281851020633,"score_spread":0.2203020150723713,"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."}}