{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003708675,0.0002408617,0.0004528172,0.00005468994,0.0002255451,0.0001295499,0.0003122424,0.0002401244,0.0002735275],"category_scores_gemma":[0.0001162863,0.0001808505,0.0002124861,0.0001074301,0.0004471866,0.00002448724,0.0006904916,0.0006388446,0.0000252487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002954711,"about_ca_system_score_gemma":0.00005905388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007456113,"about_ca_topic_score_gemma":0.00009800253,"domain_scores_codex":[0.9981936,0.0003878042,0.0004798387,0.0004370616,0.000195877,0.0003058645],"domain_scores_gemma":[0.9975967,0.0007990902,0.0003656661,0.0009137652,0.0002825075,0.00004224565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005297685,0.0005518711,0.06127953,0.0006465412,0.007498061,0.0003211282,0.03238446,0.00001564604,0.01207539,0.6051841,0.09376548,0.185748],"study_design_scores_gemma":[0.00886608,0.0006100316,0.4332997,0.002137257,0.003239091,0.001422709,0.1951242,0.0009279292,0.05536341,0.2863126,0.006929336,0.005767671],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6270604,0.003037477,0.004240328,0.003797253,0.002493622,0.0005437193,0.00005534286,0.0001335291,0.3586384],"genre_scores_gemma":[0.9943721,0.00006970437,0.001208842,0.0003121178,0.0002480884,0.00008694158,0.00006272211,0.00002396109,0.003615523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3720202,"threshold_uncertainty_score":0.737487,"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."}}