{"kind":"task","effective_mode":"full","benchmark":{"kind":"benchmark","effective_mode":"full","slug":"scicode","formal_name":"SciCode","introduction":"SciCode 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","profile":{"resources":[],"task_format":"","scoring":"","metric":"","size":"","answer_access":"","license":"","citation":"","maintainer":"","released":"","why_hard":"","related":[]}},"task_id":"ce9fb36f-51ef-5129-ba24-86903daaa980","task_key":"dev--1a5ff1ba-5fc0-57dd-8bd7-b4f0520e7dbb--44~2e3","task_revision_id":"3","upstream_id":"44.3","short_description":"To show the decreasing of entropy, we shall first simulate the dynamics and then…","config":"","split":"dev","body":"{\"step_background\":\"Background\\nThe standard Boltzmann-Shannon entropy is $S(t)=-\\\\sum_{k l} \\\\tilde{d}_{k l}(t) \\\\log \\\\tilde{d}_{k l}(t)$.\",\"step_description_prompt\":\"To show the decreasing of entropy, we shall first simulate the dynamics and then calculate the entropy at each step. With the relative concentrations $\\\\tilde{d}_{i j}=d_{i j} / \\\\sum_{k l} d_{k l}$, we can use the standard Boltzmann-Shannon entropy. Define a function that returns this entropy at every step given the following: the monomer concentrations $c_0$, the initial 2-mers concentration matrix $d_0$, the ligation rate matrix lig, the process's timespan tf, and the number of simulation steps nsteps.\"}","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":[]}