Research
Original Papers
Direct online access to original paper versions. The viewer preserves source structure and does not rewrite section content.
Research
Direct online access to original paper versions. The viewer preserves source structure and does not rewrite section content.

USCH is presented as a non-clinical research construct. USCI is a pre-empirical methodological specification for post-interaction assessment.
Source: USCH preprint (2026), USCI Full Specification v1.0.0 (2026).
This page provides reading access and DOI links for public research communication. Clinical or legal decision use is out of scope.
The Seven Core Dimensions of Conversational Context. A theoretical framework proposal for analyzing conversational-context risk as a multidimensional structure.
Contextual Offense and Defense framework with Coh(G), including system-side contextual operation dimensions and evaluation architecture.
User-Side Contextual Hallucination in Human-AI Interaction. A non-clinical construct with six-stage process and observable phenomenon mapping.
User-Side Contextual Interaction Assessment. Pre-empirical methodology specification with four-axis scoring and structured output schema.