{"id":"W4378716213","doi":"10.5334/jopd.80","title":"Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)","year":2023,"lang":"en","type":"article","venue":"Journal of Open Psychology Data","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Toronto Metropolitan University; York University","funders":"CHIST-ERA; Economic and Social Research Council; University of Health and Allied Sciences; King Faisal University; Agencia Nacional de Investigación y Desarrollo; Universitas Padjadjaran; Uniwersytet Śląski w Katowicach; Pécsi Tudományegyetem; Nemzeti Kutatási, Fejlesztési és Innovaciós Alap; Univerza v Mariboru; Universiteit van Tilburg; University of the Philippines; Aristotle University of Thessaloniki; Universitas Katolik Indonesia Atma Jaya; Universitas Indonesia; Memorial University of Newfoundland; Macquarie University; Agentúra na Podporu Výskumu a Vývoja; National and Kapodistrian University of Athens; University of Hull; Anglia Ruskin University; Baskent Üniversitesi; University of Crete; Universitat Ramon Llull; University of Stirling; Erasmus Universiteit Rotterdam; University of Surrey; Radboud Universiteit; University of Brighton; Eberhard Karls Universität Tübingen; Universiteit van Amsterdam; Bournemouth University; Baily Thomas Charitable Fund; Loughborough University; University of Sussex; University College Dublin; Universidad de La Laguna; University of Southampton; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; University of Limerick; Trent University; Eötvös Loránd Tudományegyetem; Orta Doğu Teknik Üniversitesi; Libera Università Maria Ss. Assunta; Glasgow Caledonian University; Manchester Metropolitan University; MEF Üniversitesi; Universidad El Bosque; University of the Philippines Visayas; University of Ghana; Ministerio de Ciencia, Tecnología, Conocimiento e Innovación; European Commission; Universitas Airlangga; Universitas Pelita Harapan; University of Pittsburgh; University of Winchester; Binus University; Leeds Trinity University; Kingston University; Teesside University; University of Portsmouth; Nottingham Trent University; Hungarian Scientific Research Fund; University of Derby; Agenția Națională pentru Cercetare și Dezvoltare; University of Northern Colorado; John Templeton Foundation","keywords":"Mathematics education; Statistics; Mathematics; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003131406,0.0000969494,0.000312449,0.000145687,0.0000593891,0.00008997858,0.003584183,0.00005500349,0.0001172528],"category_scores_gemma":[0.00292016,0.00007534331,0.000004742106,0.000154623,0.0001184376,0.0005543667,0.002794868,0.0002238442,0.000003344013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001272577,"about_ca_system_score_gemma":0.00005422559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206368,"about_ca_topic_score_gemma":0.0005534802,"domain_scores_codex":[0.9983436,0.0005148824,0.000542341,0.0002714876,0.0002276387,0.0001000036],"domain_scores_gemma":[0.9959202,0.002087384,0.0005871392,0.001251588,0.0001021289,0.00005158489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004522377,0.00622224,0.3254307,0.00007149714,0.001214593,0.0003209386,0.01480547,0.000007330679,0.00008877103,0.004725391,0.6423742,0.004286679],"study_design_scores_gemma":[0.01166807,0.0003331244,0.7865486,0.0001789712,0.0007149294,0.0001735908,0.1198467,0.006049397,0.000003290862,0.05478556,0.01939228,0.0003055353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9420946,0.0000465536,0.006074092,0.0008287525,0.000930347,0.0004750778,0.04948222,0.000008959716,0.00005939399],"genre_scores_gemma":[0.08349304,0.00338743,0.897163,0.0001470513,0.00007985016,0.000001486036,0.0151657,0.00004333412,0.0005190512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.891089,"threshold_uncertainty_score":0.6660363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4802887472488194,"score_gpt":0.5605945075419061,"score_spread":0.08030576029308673,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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