{"id":"W2165026323","doi":"10.3968/j.css.1923669720090502.010","title":"A Study on the Application of Elements of Ethnic Dress in Modern Fashion Design","year":2009,"lang":"en","type":"article","venue":"Canadian social science","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Enlightenment; Fashion design; Style (visual arts); Clothing; Aesthetics; Ethnic culture; Perspective (graphical); Key (lock); Sociology; Art; Visual arts; Anthropology; Political science; Computer science; Law; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003468306,0.00003852641,0.00006018497,0.00006213665,0.0002173828,0.00002344137,0.0002316836,0.00001192176,0.00004132907],"category_scores_gemma":[0.00001974735,0.00002628045,0.00001474619,0.0001592769,0.0002327847,0.00007034044,0.000004975452,0.00004380876,0.000003680163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007404498,"about_ca_system_score_gemma":0.00008680848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278694,"about_ca_topic_score_gemma":0.09227704,"domain_scores_codex":[0.9994523,0.00003638545,0.0001105161,0.00009117544,0.0001813839,0.0001282197],"domain_scores_gemma":[0.9997676,0.00001410927,0.0000523746,0.0000685462,0.00005777975,0.00003958836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003842044,0.0001051093,0.000585396,0.000001977601,0.00000243545,7.233776e-7,0.3725889,0.000006914314,0.002710179,0.5610564,0.0002427251,0.06269537],"study_design_scores_gemma":[0.0004907813,0.0004935981,0.1922826,0.0000308825,0.00001167727,1.531522e-7,0.796517,0.000765175,0.0007232876,0.007149584,0.001279335,0.0002558435],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504995,0.000003358505,0.00001363065,0.0003202964,0.00002754092,0.0003028651,0.000005298254,0.000003704864,0.04882379],"genre_scores_gemma":[0.9995576,7.026373e-7,0.000002764737,0.000281534,0.00002357066,0.000009078586,4.798623e-7,0.000001189499,0.0001230895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5539068,"threshold_uncertainty_score":0.9242865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152678779859998,"score_gpt":0.3118859266261764,"score_spread":0.1966180486401767,"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."}}