{"id":"W3098124014","doi":"10.1016/j.bodyim.2020.09.014","title":"Assessing positive body image, body satisfaction, weight bias, and appearance comparison in emerging adults: A cross-validation study across eight countries","year":2020,"lang":"en","type":"article","venue":"Body Image","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec; Cégep de Jonquière; Université du Québec à Chicoutimi; Université Laval; Université du Québec en Outaouais","funders":"","keywords":"Psychology; Human physical appearance; Cross-sectional study; Body weight; Clinical psychology; Developmental psychology; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000491316,0.0003639533,0.0005152073,0.0001087392,0.0005258637,0.0008957249,0.0001822052,0.0001392033,0.0002169623],"category_scores_gemma":[0.000134817,0.0003705431,0.00006995821,0.0004686156,0.0002750842,0.001197855,0.0001131891,0.0004771548,0.0001138017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007051497,"about_ca_system_score_gemma":0.00004259951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980381,"about_ca_topic_score_gemma":0.0002951434,"domain_scores_codex":[0.9971102,0.000352825,0.0007524022,0.0008403773,0.0003707415,0.0005734255],"domain_scores_gemma":[0.998835,0.0001170309,0.0003818158,0.0003112161,0.0002241628,0.0001307957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003006444,0.0005838388,0.9720154,0.00006341769,0.00005157954,0.0001101911,0.01961061,0.000004884088,0.004639815,0.00005376131,0.0006137808,0.001952059],"study_design_scores_gemma":[0.003277296,0.0003368649,0.9762894,0.0001437028,0.00005667164,0.000009862665,0.01787272,0.0006854862,0.0007402309,0.00001779053,0.0001595321,0.0004104457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951948,0.0006076145,0.00131994,0.0004369019,0.0002903301,0.0008560485,0.00009181408,0.0001455126,0.001057046],"genre_scores_gemma":[0.9988958,0.00002330918,0.0003905835,0.0002216644,0.0001569578,0.00008963359,0.00007924534,0.00005838575,0.00008439887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004273973,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722532265233111,"score_gpt":0.3933272170347802,"score_spread":0.3661018943824491,"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."}}