{"id":"W2225974724","doi":"","title":"An Examination of the Existing Measures of Cultural Difference: Does One Size Fit All?","year":2012,"lang":"en","type":"article","venue":"Kent Academic Repository (University of Kent)","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HEC Montréal; Universität Mannheim; Universidade do Porto; Uniwersytet Warszawski; Università di Pisa; Syddansk Universitet; Oulun Yliopisto; Linnéuniversitetet; Université de Fribourg; Trường Đại học Kinh tế - Luật, Đại học Quốc gia Thành phố Hồ Chí Minh; Uniwersytet Łódzki; Mittuniversitetet; Università degli Studi di Pavia; Tampereen Yliopisto; Kungliga Tekniska Högskolan; Hebrew University of Jerusalem; Lunds Universitet; Universidad Complutense de Madrid; Kyung Hee University; RWTH Aachen University; Radboud Universiteit; Universiteit van Amsterdam; University of Canberra; National Taiwan University; Griffith University; University of New South Wales; London School of Economics and Political Science; Cranfield University; Universidade de Pernambuco; University of Glasgow; Middlesex University; European Commission; Aston University; King's College London; Universidade de São Paulo; Durham University; Universidad Europea de Madrid; Universidade de Vigo; University of Sussex; Copenhagen Business School; Uniwersytet Szczeciński; Universidade Federal de Pernambuco; Universität Siegen; Rijksuniversiteit Groningen; Aberystwyth University; Universidade do Vale do Itajaí; Universidade de Santa Cruz do Sul; University of Central Punjab; La Trobe University; Meiji University; University of Cyprus; University of Nottingham; Universidad de Alicante; University of Hull; Kingston University; Universität Bremen; University of Essex; Universidade Federal do Rio Grande do Sul; Trent University; Queen Mary University of London; London South Bank University; University of Patras; Cyprus University of Technology; Athens University of Economics and Business; University of Delhi; University of Tsukuba; Università di Catania; Itä-Suomen Yliopisto; Texas Christian University; European Investment Bank; Macquarie University; Tartu Ülikool; Uppsala Universitet; Lappeenranta University of Technology; Aalto-Yliopisto; Nottingham Trent University; Universitat de València; Manchester Metropolitan University; University of Leeds; Auckland University of Technology, New Zealand; Nihon University; Högskolan Kristianstad; Bournemouth University; Budapesti Corvinus Egyetem; Osaka University of Economics; Universidade de Aveiro; Philipps-Universität Marburg; University of Reading; Eidgenössische Technische Hochschule Zürich; Hankuk University of Foreign Studies; Università Degli Studi di Modena e Reggio Emila; Florida International University; Universiteit van Tilburg; Turun Yliopisto; Keio University; National Geographic Society","keywords":"Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004282021,0.00007322805,0.0001478513,0.0000233615,0.0003140685,0.000007336019,0.0004467482,0.0001476791,0.00003930541],"category_scores_gemma":[0.0002794098,0.00005235002,0.00008739075,0.0001499783,0.0004215363,0.0004041241,0.00004552516,0.0001557061,0.000001005595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354305,"about_ca_system_score_gemma":0.00006066387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049716,"about_ca_topic_score_gemma":0.0001278607,"domain_scores_codex":[0.9987051,0.0003332538,0.000173213,0.000114721,0.000507804,0.0001658464],"domain_scores_gemma":[0.9989251,0.00009304476,0.0004175776,0.0001354872,0.0003203125,0.000108442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002920607,0.000314388,0.1026249,0.00007484307,0.00007926682,3.028574e-7,0.594333,0.00001426063,0.2934081,0.004880896,0.0008747191,0.003366221],"study_design_scores_gemma":[0.0002082284,0.00001648948,0.8415285,0.00008387011,0.00008292343,8.002423e-7,0.1434005,0.00001654377,0.01063545,0.00003515844,0.003899909,0.0000916097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928709,0.0001475827,0.000003495145,0.0004825402,0.0005536072,0.0001716937,0.000004094014,0.00001829776,0.005747741],"genre_scores_gemma":[0.9954588,0.0001232786,0.0001646673,0.00002214332,0.0001083002,2.810684e-7,0.000002142563,0.000002222401,0.004118112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7389036,"threshold_uncertainty_score":0.4610279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08547236987422342,"score_gpt":0.319233143533088,"score_spread":0.2337607736588646,"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."}}