{"kind":"task","effective_mode":"full","benchmark":{"kind":"benchmark","effective_mode":"full","slug":"scicode","formal_name":"SciCode","introduction":"科学研究の問題をコードで解く能力を評価するベンチマークです。親問題を複数の小問題に分けており、今回のdev取得では15親問題と50小問題の関係を保持します。\n\nSciCode evaluates the ability to solve scientific research problems through code. Problems are decomposed into subproblems; this dev import preserves the relationships between 15 parent problems and 50 subproblems.","introduction_ja":"","introduction_en":"","category":"Category not supplied","task_count":null,"acquisition_status":"Acquisition status not supplied","official_url":"https://huggingface.co/datasets/SciCode1/SciCode","indexing_mode":"noindex"},"task_id":"5449e316-380b-5df0-b03f-a405a54f0ff5","task_key":"dev--2d432c99-259b-563a-bf78-fa4494054eb0--51~2e1","task_revision_id":"2","upstream_id":"51.1","short_description":"Based on lennard jones potential with potential well depth epislon that reaches…","config":"","split":"dev","body":"{\"step_background\":\"Background\\nThe Lennard-Jones potential models soft repulsive and attractive (van der Waals) interactions. Hence, the Lennard-Jones potential describes electronically neutral atoms or molecules. The commonly used expression for the Lennard-Jones potential is:\\n\\n$V_{\\\\mathrm{LJ}}(r)=4 \\\\varepsilon\\\\left[\\\\left(\\\\frac{\\\\sigma}{r}\\\\right)^{12}-\\\\left(\\\\frac{\\\\sigma}{r}\\\\right)^6\\\\right]$\\n\\nwhere r is the distance between two interacting particles, epsilon is the depth of the potential well (usually referred to as 'dispersion energy'), and sigma is the distance at which the particle-particle potential energy V is zero (often referred to as 'size of the particle').\\n\\nTo get force, we just use the negative gradiant of Lennard-Jones potential (by definition):\\n\\n$\\\\vec{F}=-\\\\frac{\\\\partial U}{\\\\partial \\\\vec{r}}=-\\\\left(\\\\frac{\\\\partial U}{\\\\partial x} ; \\\\frac{\\\\partial U}{\\\\partial y} ; \\\\frac{\\\\partial U}{\\\\partial z}\\\\right)$\",\"step_description_prompt\":\"Based on lennard jones potential with potential well depth epislon that reaches zero at distance sigma, write a function that calculates the forces between two particles whose three dimensional displacement is r. The inputs of the function contain a float sigma, a float epsilon and r, which is a 1 by 3 array of float numbers. The output is force, which is a 1 by 3 array of float numbers.\"}","display_format":"scicode-step","language":"","answer_status":"published","assets":[],"source_url":"https://huggingface.co/datasets/SciCode1/SciCode","history":"initial import","indexing_mode":"noindex","subproblems":[],"grids":[]}