{"id":"W4385952834","doi":"10.33422/ejbs.v6i3.1085","title":"Personality, Sexuality, and Beauty Standards: A Cross-Cultural Exploration of Canadian and German Women's Cosmetic Surgery Behaviours and Attitudes","year":2023,"lang":"en","type":"article","venue":"European journal of behavioral sciences","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Neuroticism; German; Personality; Human sexuality; Beauty; Clinical psychology; Medicine; Psychology; Psychiatry; Social psychology; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008535465,0.0002792194,0.0002904293,0.001486884,0.002723332,0.0008431303,0.0003693892,0.000216554,0.001578212],"category_scores_gemma":[0.00185675,0.0001861856,0.0004083564,0.002227998,0.0008531192,0.0002412293,0.0006633372,0.0003248754,0.0000978479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00674576,"about_ca_system_score_gemma":0.006836573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9198364,"about_ca_topic_score_gemma":0.962634,"domain_scores_codex":[0.999539,0.00005420827,0.00002181427,0.00005223992,0.0001715353,0.0001611926],"domain_scores_gemma":[0.9992098,0.0001283505,0.0001631919,0.0000371036,0.0002876284,0.0001739298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008556715,0.00003815205,0.9664071,0.00005249505,0.0000533144,0.0001730266,0.01849283,0.00003611144,0.0004907288,0.0001881671,0.0004482843,0.01353436],"study_design_scores_gemma":[0.000002597579,0.00003417143,0.9842073,0.00002447484,0.00001745948,0.0001528306,0.01426182,0.00005228286,0.00006970485,0.00001938298,0.001148046,0.000009911901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987659,0.0002192898,0.00003886423,0.0000550692,0.000006142057,0.00001085916,0.0001462555,8.401688e-7,0.0007566208],"genre_scores_gemma":[0.9990767,0.0002636857,0.0001025987,0.00004764425,0.00000232775,0.000005797072,0.0001603065,0.000001126645,0.000339761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0801636,"threshold_uncertainty_score":0.1612713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169873656265802,"score_gpt":0.433098898015044,"score_spread":0.263225241749242,"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."}}