{"id":"W4320512503","doi":"10.2991/978-2-494069-31-2_71","title":"Social Media Opinion Leaders Who Cater to the Male Gaze and Their Influence on Beauty Standards: A Case Study on Kim Kardashian’s Posts on Instagram","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Beauty; Social media; Ideology; Perception; Gaze; Psychology; Advertising; Opinion leadership; Social psychology; Aesthetics; Political science; Art; Public relations; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.01579449,0.0006063514,0.0007045396,0.004148261,0.02922381,0.00246985,0.001816495,0.0002677421,0.0004185349],"category_scores_gemma":[0.002057394,0.0005384913,0.00009724369,0.002446975,0.02898028,0.003011185,0.0007643601,0.002719999,0.00001383631],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004873744,"about_ca_system_score_gemma":0.01291169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021294,"about_ca_topic_score_gemma":0.02854174,"domain_scores_codex":[0.9869434,0.001570436,0.000842626,0.001838607,0.006666687,0.002138272],"domain_scores_gemma":[0.9948395,0.001823441,0.0003310119,0.0004296707,0.002085454,0.0004909275],"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":[0.00007317626,0.0003271219,0.000238379,0.00006118162,0.000004788318,0.000007820092,0.4310531,0.000001944542,0.000003004576,0.4998901,0.001103768,0.06723567],"study_design_scores_gemma":[0.0002464546,0.0003844376,0.001415858,0.0001901532,0.000003763662,0.000006731701,0.5276708,0.000001176792,0.000002805229,0.02861767,0.4410904,0.0003697854],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1773003,0.004590563,6.199814e-7,0.002690627,0.002448073,0.002851276,0.0001370983,0.00005166624,0.8099298],"genre_scores_gemma":[0.9298459,0.01407873,0.00001169598,0.001319526,0.00404543,0.0007531733,0.00002674041,0.00006848969,0.04985034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7600794,"threshold_uncertainty_score":0.9997067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816607716678119,"score_gpt":0.501247568824973,"score_spread":0.3195867971571611,"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."}}