{"id":"W4307338082","doi":"10.1111/cars.12406","title":"Beauty","year":2022,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Environment and Protected Areas","funders":"","keywords":"Beauty; Indigenous; African descent; Aesthetics; Black african; Genocide; Race (biology); Hierarchy; Art; Gender studies; History; Sociology; Political science; Ethnology; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00406791,0.0001727518,0.0005780975,0.0001524635,0.002047235,0.00000821404,0.0008522231,0.0001713213,0.0009858371],"category_scores_gemma":[0.0017299,0.0002026171,0.0002949593,0.0003125202,0.000789982,0.00005937978,0.0001376097,0.0005386991,0.00002682626],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027629,"about_ca_system_score_gemma":0.003593715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2689593,"about_ca_topic_score_gemma":0.7694753,"domain_scores_codex":[0.99657,0.0009917046,0.0004059942,0.0003645712,0.0001013826,0.001566345],"domain_scores_gemma":[0.9983398,0.0001523335,0.0002299155,0.0003291598,0.0001845478,0.0007642916],"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":[0.000005290082,0.00004747901,0.1864756,0.002161764,0.0003151301,0.0001612602,0.1310188,0.00003003209,0.00003230443,0.1739482,0.4996374,0.006166667],"study_design_scores_gemma":[0.0001637636,0.0001125602,0.04527429,0.0002406485,0.00009731369,0.00001227332,0.2397067,0.000002824508,6.147644e-7,0.01983715,0.6941952,0.0003566743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6683736,0.1561606,0.000009738602,0.1451581,0.002174643,0.001191073,0.0006685456,0.0001082573,0.02615543],"genre_scores_gemma":[0.9574292,0.03024643,0.0001062472,0.01040543,0.0002555815,0.0002057259,0.00006504689,0.00001841248,0.001267939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.500516,"threshold_uncertainty_score":0.9999274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06661477035397015,"score_gpt":0.3012994130121407,"score_spread":0.2346846426581705,"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."}}