{"id":"W4378214154","doi":"10.32920/23159855.v1","title":"Unfair & Not So Lovely: Exploring the Darker Side of Globalization, the Media & Indian Beauty Standards","year":2023,"lang":"en","type":"preprint","venue":"","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Beauty; Globalization; Perspective (graphical); Aesthetics; Ideology; Identity (music); Sociology; Ideal (ethics); Art; Media studies; Political science; Visual arts; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002909477,0.0004464358,0.0002616429,0.001755777,0.01082738,0.01599523,0.0007207679,0.001165825,0.004481997],"category_scores_gemma":[0.002841384,0.0002819647,0.0002831274,0.002211644,0.02395367,0.009477132,0.005832886,0.00333744,0.0003012651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004311538,"about_ca_system_score_gemma":0.002864883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009282056,"about_ca_topic_score_gemma":0.01490192,"domain_scores_codex":[0.9980183,0.001358465,0.0000248893,0.0001091288,0.0002318579,0.0002573548],"domain_scores_gemma":[0.9977056,0.001434424,0.0002351946,0.0002024034,0.0001798653,0.0002426479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002970445,0.00003724625,0.003419694,0.000154792,0.000007006804,0.0004620301,0.7967389,0.00008223325,0.0008116916,0.1809194,0.003006165,0.01433109],"study_design_scores_gemma":[0.000002789281,0.00002611768,0.00458145,0.0001797145,0.00001259523,0.0002701168,0.9181939,0.0001586506,0.0006051286,0.01548597,0.06046739,0.00001620022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5545439,0.002906702,0.002917476,0.0198357,0.0003787915,0.00004730922,0.00006328319,0.00003770805,0.4192691],"genre_scores_gemma":[0.9889537,0.001482889,0.0005711309,0.0007850695,0.00009353085,0.00002140347,0.0000144442,0.00003352458,0.008044416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01599523,"threshold_uncertainty_score":0.03128248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148414744037245,"score_gpt":0.2830163438299875,"score_spread":0.168174869426263,"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."}}