Cycle Symmetry Reduction and Its Extension on Three-Valued Models
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
为了将对称化简扩展到更多的非对称系统上,扩展了传统的基于自同构的对称性,提出了一种称为循环对称的新的对称性.证明了采用循环对称置换群或者由一组循环对称置换所生成的置换群仍可得到与原模型互模拟的对称商结构,从而达到化简系统规模的目的.进一步地,研究如何将对称化简应用于多值模型.多值模型可以有效地表示系统中的不确定信息,正越来越多地用于软件系统的建模与分析中.针对一种具体的多值模型——三值模型,定义传统的对称化简和循环对称化简在其上面的扩展.最后,分析三值模型的商结构与由约简得到的二值模型商结构之间的关系,证明了两种途径的等价性.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it