
TRUE‑10 is a ten‑layer information integrity evaluation framework designed to assess written content across five core dimensions: truthfulness, clarity, manipulation‑integrity, timeliness, and effectiveness. Built on seven cognitive mechanisms and a deterministic architectural sequence, TRUE‑10 provides a transparent, auditable, and regulator‑aligned method for analyzing text ranging from short articles to long‑form documents, including materials containing tables and figures. This deposit includes the full TRUE‑10 specification, mathematical formulation, scoring methodology, governance thresholds, and sector‑specific weighting schemes. The framework is implementation‑agnostic and intended to serve as a reproducible standard for researchers, analysts, and institutions seeking a unified approach to information integrity evaluation.
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
