{"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":"ec4bd2a0-a61e-5fbf-9dc1-cca387995b0e","task_key":"all--test--ec4bd2a0-a61e-5fbf-9dc1-cca387995b0e","task_revision_id":"1","upstream_id":"","short_description":"Why might a researcher use a variable ratio of reinforcement rather than a fixed…","config":"all","split":"test","body":"{\"choices\":\"['Fixed ratio schedules of reinforcements are more time intensive.', 'Variable ratio schedules of reinforcements produce results more quickly.', 'Variable ratio schedules of reinforcements avoid problems such as generalization and the Premack principle.', 'Variable ratio schedules of reinforcement are more resistant to extinction than fixed schedules.']\",\"question\":\"Why might a researcher use a variable ratio of reinforcement rather than a fixed ratio?\",\"subject\":\"high_school_psychology\"}","display_format":"text","language":"","answer_status":"published","assets":[],"source_url":"https://github.com/hendrycks/test","history":"initial import","indexing_mode":"index","subproblems":[],"grids":[]}