{"id":"W2047693800","doi":"10.3917/ethn.053.0425","title":"No Half Measures for Beauty Queens: Criteria for Beauty","year":2005,"lang":"fr","type":"article","venue":"Ethnologie française","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006172977,0.0005330944,0.0008999293,0.0000831786,0.005840369,0.0002247933,0.0004894466,0.0005304868,0.001796058],"category_scores_gemma":[0.00118629,0.000419557,0.0010564,0.00009987668,0.001068365,0.0003479115,0.0001217517,0.0003911184,0.0004891134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292455,"about_ca_system_score_gemma":0.00006212154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006101339,"about_ca_topic_score_gemma":0.02425647,"domain_scores_codex":[0.9969606,0.00009399652,0.0007111678,0.000689659,0.0003120069,0.001232581],"domain_scores_gemma":[0.9977475,0.0005315089,0.0002255993,0.0004010354,0.0008856208,0.0002086799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000197294,0.0004504465,0.00004964988,0.0003689381,0.0006853309,0.000004749422,0.0582593,0.00004216874,0.0001206644,0.06566161,0.790957,0.08320287],"study_design_scores_gemma":[0.001057285,0.0004525189,0.00002989603,0.00007644903,0.0005494028,6.826855e-7,0.002718519,0.0006092708,0.00008727092,0.003892408,0.9898959,0.0006303839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01696241,0.1764656,0.002845602,0.779958,0.009663511,0.002192117,0.001696369,0.0006155375,0.009600833],"genre_scores_gemma":[0.09424874,0.01618414,0.01033928,0.003611827,0.02127127,0.001533933,0.000229018,0.0001605253,0.8524213],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8428204,"threshold_uncertainty_score":0.9998256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879775848603024,"score_gpt":0.2931559539173716,"score_spread":0.2243581954313413,"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."}}