Data-Theoretic: DT-BASE - Training Quality Causal Model
收藏DataCite Commons2020-11-09 更新2025-04-16 收录
下载链接:
https://databank.illinois.edu/datasets/IDB-6278090
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资源简介:
Dataset includes structure and values of a causal model for Training Quality in nuclear power plants. Each entry refers to a piece of evidence supporting causality of the Training Quality causal model. Includes bibliographic information, context-specific text from the reference, and three weighted values; (M1) credibility of reference, (2) causality determined by the author, and (3) analysts confidence level. (M1, M2, and M3) Weight metadata are based on probability language from: Intergovernmental Panel on Climate Change (IPCC), Climate Change 2001: Synthesis Report. The URL to the report: https://www.ipcc.ch/ipccreports/tar/vol4/english/index.htm. The language can be found firstly in “Summary for Policymakers” section, in PDF format. Weight Metadata: LowerBound_Probability, UpperBound_Probability, Qualitative Language 0.99, 1, Virtually Certain 0.9, 0.99, Very Likely 0.66, 0.9, Likely 0.33, 0.66, Medium Likelihood 0.1, 0.33, Unlikely 0.01, 0.1, Very Unlikely 0, 0.01, Extremely Unlikely
本数据集涵盖核电站培训质量因果模型的结构与参数取值,每条条目均对应支撑该培训质量因果模型因果关系的一项证据。数据集包含参考文献著录信息、参考文献中的特定场景相关文本,以及三项加权数值:(M1) 参考文献可信度、(M2) 作者判定的因果关系、(M3) 分析人员置信水平。(M1、M2、M3) 三项加权元数据的制定依据为政府间气候变化专门委员会(Intergovernmental Panel on Climate Change, IPCC)发布的《气候变化2001:综合报告》中所采用的概率表述体系。该报告的访问链接为:https://www.ipcc.ch/ipccreports/tar/vol4/english/index.htm。该概率表述体系可在PDF格式的"Summary for Policymakers"章节中首次查阅。加权元数据标准如下:
概率下限、概率上限、定性表述
0.99、1、几乎确定
0.9、0.99、很可能
0.66、0.9、可能
0.33、0.66、中等可能性
0.1、0.33、不太可能
0.01、0.1、极不可能
0、0.01、极端不可能
提供机构:
University of Illinois at Urbana-Champaign
创建时间:
2017-12-15



