{"id":"W2594200174","doi":"10.21810/strm.v8i2.203","title":"The Commodification of the Body Positive Movement on Instagram","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Commodification; Beauty; Aesthetics; Social media; Femininity; Movement (music); Sociology; Gender studies; Psychology; Social psychology; Art; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001416354,0.00007621863,0.0001199801,0.00004875138,0.0009244474,0.00002953507,0.001147907,0.00005159229,0.00001343324],"category_scores_gemma":[0.0001744429,0.00003495391,0.0001385626,0.0001268394,0.0005493388,0.0001599886,0.0002924138,0.0001890989,0.00000421883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857971,"about_ca_system_score_gemma":0.0001679969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003665146,"about_ca_topic_score_gemma":0.0003598914,"domain_scores_codex":[0.998243,0.0006820681,0.0004399676,0.00006318229,0.0004338345,0.0001379055],"domain_scores_gemma":[0.9974725,0.0007651836,0.0007530653,0.0006045857,0.0003453267,0.00005929967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009035455,0.001358639,0.008893878,0.00001357811,0.0003241491,0.000001808516,0.2733409,0.00003790914,0.01515089,0.2624952,0.0125544,0.4249251],"study_design_scores_gemma":[0.002505481,0.001973287,0.3789887,0.00209585,0.0001894123,0.00001529442,0.3408499,0.0000383089,0.04108842,0.2034201,0.02844155,0.0003937357],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8636607,0.0004839079,0.0003764833,0.06733201,0.0006857998,0.0003872818,0.00001633065,0.00001092419,0.06704655],"genre_scores_gemma":[0.9981133,0.001048701,0.00005026914,0.00007247305,0.00008384991,0.000006200154,0.000001533768,0.000005636243,0.0006180442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4245314,"threshold_uncertainty_score":0.7110196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177950674911559,"score_gpt":0.3375968867242833,"score_spread":0.3158173799751677,"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."}}