{"id":"W4415095459","doi":"10.1007/s11199-025-01622-1","title":"Fit for Whom? Gendered Impacts of the Fit Ideal on Body Image and Behavior","year":2025,"lang":"en","type":"article","venue":"Sex Roles","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Griffith University","keywords":"Internalization; Ideal (ethics); Human physical appearance; Social pressure; Peer pressure; Mass media; Social comparison theory; Path analysis (statistics); Social influence","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":[0.0001041282,0.0001014861,0.0001430669,0.00004770444,0.000118406,0.00002490713,0.0001327736,0.00008453437,0.00009258711],"category_scores_gemma":[0.00002707499,0.00007173334,0.00007551104,0.00007245022,0.00009289243,0.00002025106,0.00003940571,0.00008999592,0.00000490363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009159487,"about_ca_system_score_gemma":0.00002694727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842119,"about_ca_topic_score_gemma":0.0001482938,"domain_scores_codex":[0.9993554,0.00003966012,0.000156389,0.0001931206,0.00007176118,0.0001837055],"domain_scores_gemma":[0.999523,0.00007879511,0.00006514831,0.0002778896,0.00002824528,0.00002694276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002429181,0.00156378,0.8583955,0.0001369566,0.0001232727,0.000007075,0.005005906,0.000003212329,0.0389292,0.004758886,0.0399289,0.05090442],"study_design_scores_gemma":[0.001075304,0.0002571807,0.9917149,0.00004520631,0.0001371345,0.000001830381,0.001721441,0.00001193875,0.00294885,0.0006782344,0.001301239,0.000106739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958164,0.0002942529,0.00001796172,0.000356471,0.0002171414,0.0003685628,0.00006457781,0.00002111332,0.002843528],"genre_scores_gemma":[0.9960786,0.000004569129,0.00009982519,0.0002156713,0.00002509938,0.0000673217,0.000005321143,0.00001175044,0.003491852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333194,"threshold_uncertainty_score":0.2925201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419937017856642,"score_gpt":0.3478444143657555,"score_spread":0.3236450441871891,"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."}}