{"kind":"task","effective_mode":"full","benchmark":{"kind":"benchmark","effective_mode":"full","slug":"mmlu","formal_name":"MMLU","introduction":"MMLU asks four-way multiple-choice questions across 57 subjects, from elementary material to professional-level examinations. Since 2020 it has been the most widely cited single reference point for general capability.","introduction_ja":"","introduction_en":"","category":"Category not supplied","task_count":null,"acquisition_status":"Acquisition status not supplied","official_url":"https://github.com/hendrycks/test","indexing_mode":"index","profile":{"resources":[],"task_format":"","scoring":"","metric":"","size":"","answer_access":"","license":"","citation":"","maintainer":"","released":"","why_hard":"","related":[],"history":"","construction":"","limitations":"","saturation":"","scores":[]}},"task_id":"a5b69cde-e26d-5674-bdb9-9f540eabf99d","task_key":"all--test--a5b69cde-e26d-5674-bdb9-9f540eabf99d","task_revision_id":"1","upstream_id":"","short_description":"When one uses a time-series design to evaluate a program, fluctuation in the…","config":"all","split":"test","body":"{\"choices\":\"['a simultaneous event produced the fluctuation', 'participants dropped out of the group, reducing the size of the sample', 'aging effects were unduly influential', 'test—retest reliability is inadequate']\",\"question\":\"When one uses a time-series design to evaluate a program, fluctuation in the outcome slope can be accounted for by various alternative hypotheses. According to Campbell and Stanley, the most probable alternative is that\",\"subject\":\"professional_psychology\"}","display_format":"text","language":"","answer_status":"published","assets":[],"source_url":"https://github.com/hendrycks/test","history":"initial import","indexing_mode":"index","subproblems":[],"grids":[]}