{"id":"W2030309053","doi":"10.1007/bf03327646","title":"Cultural expectations of thinness in women: A partial replication and update of magazine content","year":2007,"lang":"en","type":"article","venue":"Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mainstream; Weight loss; Medicine; Beautification; Advertising; Psychology; Surgery; Obesity; Political science; Biology; Law; Internal medicine","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":[0.006318028,0.0004277195,0.0005349834,0.00183329,0.001590688,0.001899419,0.0007197994,0.0004006758,0.002400898],"category_scores_gemma":[0.02659987,0.0003727075,0.0008729405,0.002560661,0.001343722,0.0009669841,0.001672834,0.0008141467,0.000343129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335824,"about_ca_system_score_gemma":0.002167075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0265686,"about_ca_topic_score_gemma":0.03344913,"domain_scores_codex":[0.9976587,0.001231792,0.0002690046,0.0001869629,0.0005317906,0.0001217903],"domain_scores_gemma":[0.9669439,0.0183113,0.002875048,0.004830366,0.006464853,0.0005745229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006974742,0.0005696211,0.7520599,0.0008844696,0.0003362049,0.0007847308,0.1680348,0.00008591225,0.004032002,0.0007191506,0.001672588,0.07012329],"study_design_scores_gemma":[0.0000430097,0.0003112764,0.9174739,0.0002311188,0.0002963998,0.0003591568,0.07336448,0.0001039583,0.001420345,0.0002178234,0.006140847,0.00003761952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994828,0.0005100034,0.0001888709,0.0001613495,0.00006101965,0.00009320923,0.0003546451,0.000005508034,0.00379739],"genre_scores_gemma":[0.9970078,0.0006303584,0.0003921741,0.0001950572,0.00003343397,0.0001824146,0.0004690982,0.00002486444,0.001064852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0265686,"threshold_uncertainty_score":0.05282789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252045136788051,"score_gpt":0.3207022928200134,"score_spread":0.2881818414521329,"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."}}