{"id":"W7115166794","doi":"10.31274/itaa.21996","title":"Non-African Perceptions of Traditional African Fashion","year":2025,"lang":"","type":"article","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Perception; Clothing; Quality (philosophy); Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001130665,0.0002905485,0.0004037333,0.000253801,0.0007283791,0.0002189814,0.0003036178,0.0001131832,0.08196988],"category_scores_gemma":[0.00001968095,0.0002341333,0.0003945496,0.0002180696,0.0008119179,0.0002642624,0.00006313038,0.0002376607,0.0003308801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007550181,"about_ca_system_score_gemma":0.0001444479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001193152,"about_ca_topic_score_gemma":0.0009229314,"domain_scores_codex":[0.9983243,0.00005767079,0.0006263467,0.0003519005,0.0003147689,0.0003249933],"domain_scores_gemma":[0.9990923,0.0001045235,0.0001417011,0.0002704247,0.000274729,0.00011634],"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":[0.000020789,0.000573898,0.00009627786,0.0001092448,0.000120812,0.000001131927,0.03409603,0.000006670842,0.000927903,0.9096778,0.05032854,0.0040409],"study_design_scores_gemma":[0.001088348,0.0005257712,0.0386255,0.000325165,0.0002981015,0.000003755606,0.7110382,0.0008093459,0.0001992819,0.005802415,0.2406184,0.0006657504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2593702,0.00003656982,0.00008413521,0.002883399,0.0007435436,0.0002447927,0.0002314223,0.00005004323,0.7363559],"genre_scores_gemma":[0.8212981,0.0001202157,0.00005494736,0.0004953181,0.0002957156,0.00002513036,0.00006897306,0.00001054588,0.1776311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9038754,"threshold_uncertainty_score":0.954768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848580171956902,"score_gpt":0.2455166978050423,"score_spread":0.2070308960854733,"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."}}