{"id":"W4231295377","doi":"10.32920/ryerson.14654322.v1","title":"The Commodification of Body Positivity: Constructing a Neoliberal Fat Citizenship","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Dalhousie University","funders":"","keywords":"Commodification; Commoditization; Social media; Sociology; Citizenship; Commercialization; Aesthetics; Advertising; Consumerism; Critical discourse analysis; Representation (politics); Resistance (ecology); Media studies; Political science; Art; Business; 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":[0.004788355,0.0003321682,0.0002243901,0.001674711,0.005183793,0.006888127,0.0007026132,0.001009088,0.00254483],"category_scores_gemma":[0.004066305,0.0003078361,0.0002397095,0.0005548518,0.0426565,0.006153141,0.008006118,0.002503863,0.0002984882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818528,"about_ca_system_score_gemma":0.001882112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447671,"about_ca_topic_score_gemma":0.002268487,"domain_scores_codex":[0.9979377,0.001247942,0.00003734216,0.0002200429,0.0003327671,0.0002241209],"domain_scores_gemma":[0.9975263,0.001385425,0.0002378763,0.000380068,0.000182751,0.0002875832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005424737,0.00007184649,0.003596721,0.00007233931,0.000007787279,0.0004902214,0.4178199,0.00007607675,0.002706618,0.5456451,0.001131071,0.02832815],"study_design_scores_gemma":[0.00005351701,0.0002051293,0.01359135,0.0005484581,0.00004723621,0.001484933,0.3871549,0.001820279,0.006339733,0.3455413,0.2431505,0.00006260837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6714993,0.0008426776,0.01760714,0.01322116,0.0002503667,0.000071261,0.00001707752,0.00007927163,0.2964117],"genre_scores_gemma":[0.9917317,0.00014979,0.001903328,0.0003638416,0.00002955754,0.00001669402,0.000004222867,0.00003678324,0.005764079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006888127,"threshold_uncertainty_score":0.02532351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04595371000793474,"score_gpt":0.3264004906704174,"score_spread":0.2804467806624826,"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."}}