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arXiv cs.CLSeptember 22, 2026

Jev for Scientific Decisions: Evaluating Semantic Choices and Their Consequences

Excerpt

arXiv:2609.24965v1 Announce Type: new Abstract: Scientific workflows often require choosing among known relations before a deterministic calculation can proceed. Whether observations share a culture, treatment or reference standard can change the scientific meaning of the resulting count or comparison. We evaluate Jev as a semantic decision component using a harness that follows its documented guidance and assigns arithmetic to code. The study compares twelve model configurations on twenty sourc