{"id":"W2946063850","doi":"","title":"Social Media and Beauty Standards","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Beauty; Social media; Internet privacy; Computer science; Aesthetics; Art; World Wide Web","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":[0.004031539,0.0002583195,0.0001787167,0.00274805,0.002575102,0.01057423,0.0008166548,0.001444485,0.01472792],"category_scores_gemma":[0.0143566,0.0002455497,0.0002819873,0.002113124,0.006195741,0.005149739,0.003073755,0.001973699,0.0009075488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744252,"about_ca_system_score_gemma":0.001654529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006148975,"about_ca_topic_score_gemma":0.007880262,"domain_scores_codex":[0.994487,0.001676492,0.0002644786,0.0005298262,0.002614244,0.0004280305],"domain_scores_gemma":[0.9873874,0.005379686,0.001531078,0.001787127,0.003028055,0.0008865813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001512858,0.0002884851,0.01953362,0.0001012889,0.00003449592,0.0001667932,0.006389224,0.0008398433,0.001437923,0.8118176,0.009497532,0.1497419],"study_design_scores_gemma":[0.00005007938,0.0002518979,0.08996622,0.000465921,0.00006094442,0.0004779287,0.02201832,0.002844837,0.004428515,0.5752115,0.3041234,0.0001004432],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1299258,0.001477183,0.007109757,0.008140559,0.000310865,0.00004688098,0.000143406,0.00009097915,0.8527545],"genre_scores_gemma":[0.9717623,0.0003430131,0.001604667,0.0004766882,0.0001728602,0.00002721633,0.00007872962,0.00005346963,0.02548102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01472792,"threshold_uncertainty_score":0.0492698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156244850831954,"score_gpt":0.3481126420214278,"score_spread":0.2324881569382324,"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."}}