{"id":"W4386718148","doi":"10.1016/j.eatbeh.2023.101812","title":"Appearance comparison on Instagram: The impact of fitspiration and transformation imagery on young women's body satisfaction","year":2023,"lang":"en","type":"article","venue":"Eating Behaviors","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Transformation (genetics); Social psychology; Ideal (ethics)","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":[0.0003913665,0.0001851409,0.0002165351,0.0001866945,0.0002725988,0.00005223772,0.00008292886,0.0001068131,0.0001050894],"category_scores_gemma":[0.00002883946,0.0001362962,0.00009077914,0.0004250779,0.000082534,0.0001301427,0.00001074406,0.000285109,0.00006236946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008832662,"about_ca_system_score_gemma":0.00001712286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292698,"about_ca_topic_score_gemma":0.00004638755,"domain_scores_codex":[0.99867,0.0001367832,0.0003956672,0.0002434238,0.000255662,0.0002984772],"domain_scores_gemma":[0.9993424,0.00008567456,0.0002353423,0.000250713,0.00003869434,0.00004716814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187822,0.0002297086,0.8979845,0.00001640784,0.00001935714,0.000002159511,0.02279628,0.0007948264,0.008875796,0.0002361169,0.000298768,0.06862732],"study_design_scores_gemma":[0.0005114331,0.001077544,0.9920864,0.00007990348,0.00002219669,0.000002716738,0.005238511,0.0005427226,0.0002554971,0.00003527869,0.000006481294,0.0001413479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997875,0.00001789199,0.00005261834,0.00004896996,0.0002760383,0.0004158091,0.00001888735,0.0001365257,0.001158196],"genre_scores_gemma":[0.9996182,0.000006258316,0.00001107726,0.00002215306,0.00003374532,0.0001228131,0.00003582236,0.00002513022,0.0001247443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09410189,"threshold_uncertainty_score":0.5557996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074107161222104,"score_gpt":0.3638163273896822,"score_spread":0.3330752557774612,"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."}}