{"id":"W3088719061","doi":"","title":"The Constructed Lifestyle Image: An Examination of Mass Media, Online Social Influencers, and the Commodification of the Self","year":2020,"lang":"en","type":"article","venue":"Crossings","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Studio; Influencer marketing; Commodification; Beauty; Advertising; Social media; Sociology; Consumerism; Aesthetics; Business; Visual arts; Art; Political science; Marketing; Computer science; World Wide Web; Economics","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":[0.0009434488,0.0002770281,0.0001852791,0.003132266,0.003074171,0.005358902,0.0005031365,0.0006102113,0.003802885],"category_scores_gemma":[0.001404433,0.0001580279,0.000193752,0.001816806,0.007223898,0.00409553,0.002495003,0.0009939427,0.0002258709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283101,"about_ca_system_score_gemma":0.0007679233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004782841,"about_ca_topic_score_gemma":0.01199935,"domain_scores_codex":[0.9994777,0.0002595413,0.00001578062,0.00004274787,0.0001126306,0.00009174013],"domain_scores_gemma":[0.9989659,0.0005688769,0.0001508455,0.00005705854,0.0001057844,0.000151636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005851905,0.0001250991,0.04283157,0.0001438159,0.00001129956,0.0008970684,0.8935542,0.00001705389,0.00152898,0.0292833,0.001160154,0.03038906],"study_design_scores_gemma":[0.000005440627,0.00008068253,0.09404584,0.000111093,0.00001380717,0.0007508334,0.8688451,0.0001247845,0.0004565726,0.002613412,0.03294083,0.00001166397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342638,0.0007649342,0.0003840305,0.001209929,0.00003398908,0.00002249721,0.00003862164,0.00001049063,0.06327173],"genre_scores_gemma":[0.9941226,0.0006102371,0.0002413094,0.000167409,0.00003723198,0.00001271176,0.00002479012,0.00001444181,0.004769408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005358902,"threshold_uncertainty_score":0.01272196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720424537168065,"score_gpt":0.2822555642493147,"score_spread":0.2650513188776341,"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."}}