{"id":"W1877157738","doi":"10.29173/cjs882","title":"Men, appearance, and cosmetic surgery: The role of confidence, self-esteem, and comfort with the body","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; McMaster University","funders":"","keywords":"Self-esteem; Perception; Psychology; Identity (music); Confidence interval; Social psychology; Situated; Lower body; Aesthetics; Medicine; Physical therapy; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001948361,0.0002063636,0.0002499712,0.0009039738,0.001364641,0.002182273,0.0003810641,0.000386045,0.003765616],"category_scores_gemma":[0.006519493,0.0001594711,0.0003256941,0.0007428115,0.002898838,0.0006556848,0.001155692,0.0008919528,0.0001063202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441272,"about_ca_system_score_gemma":0.002567113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.060702,"about_ca_topic_score_gemma":0.08182637,"domain_scores_codex":[0.9990906,0.0003792991,0.00003517185,0.00007661869,0.0002311494,0.0001871975],"domain_scores_gemma":[0.9953743,0.00191467,0.0008900018,0.0001258319,0.00028745,0.001407742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001376672,0.0001639434,0.9601938,0.00005545125,0.00006836771,0.0002021945,0.01396087,0.00006928235,0.0001739517,0.003058455,0.0004957847,0.02142034],"study_design_scores_gemma":[0.000005365468,0.00008530315,0.9800223,0.00006579243,0.0000309943,0.0001650374,0.01708749,0.0001905009,0.00006256554,0.0006358194,0.001635248,0.00001355366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872195,0.002513915,0.0001227489,0.001786125,0.00003635429,0.000008129675,0.00004661657,0.000003131663,0.008263581],"genre_scores_gemma":[0.9991566,0.0003173311,0.00005093608,0.00005544488,0.000007938519,0.000001355627,0.00001186828,9.627274e-7,0.0003976123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.060702,"threshold_uncertainty_score":0.1206973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506852370167666,"score_gpt":0.2341380096099008,"score_spread":0.2190694859082241,"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."}}