{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004975074,0.0001308493,0.0001742008,0.00005385711,0.0005207379,0.0002342433,0.0001080554,0.00004154157,0.00003818383],"category_scores_gemma":[0.0001387134,0.00006280078,0.00004789296,0.000006054162,0.0008266653,0.0001218293,0.0001023675,0.0003983353,0.00003516061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003406589,"about_ca_system_score_gemma":0.00002266631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001138066,"about_ca_topic_score_gemma":0.004484855,"domain_scores_codex":[0.9991376,0.00009234283,0.0001745191,0.0001666134,0.0001627635,0.0002662047],"domain_scores_gemma":[0.9989736,0.0008143237,0.0000260556,0.0001306499,0.00003105245,0.00002430572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007041438,0.00001314814,0.00103449,0.00006779992,0.00009181607,0.00001304979,0.566485,0.00000319616,9.233079e-7,0.4181315,0.01346069,0.0006912837],"study_design_scores_gemma":[0.0007204085,0.00005013688,0.007014393,0.0002647936,0.0001571439,0.00001267508,0.3460857,0.0004913811,0.000004438917,0.03039947,0.6145437,0.0002557151],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048819,0.01545126,0.00004598359,0.01996752,0.002670721,0.0004163268,0.00007554385,0.000164074,0.05632666],"genre_scores_gemma":[0.9915073,0.0003529079,0.000002495329,0.001176308,0.0009790772,0.00004566225,0.000002940837,0.00001112173,0.005922176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.601083,"threshold_uncertainty_score":0.4005148,"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."}}