The Encyclotron: The First Reproducible Instrument for Measuring Scholarly Fidelity in the Summarizer Layer (EA-ENCYCLOTRON-01)

Hexagon (United Kingdom)

Indexed indatacite

Abstract

The Encyclotron is a reproducible instrument for measuring scholarly fidelity in the summarizer layer — the degree to which AI-mediated retrieval systems preserve, distort, or destroy the complexity of a knowledge domain. It maps two graphs (scholarly and retrieval), computes the gap between them (compression loss, invention, distortion), measures the beige score (cross-platform output indistinguishability), and tracks changes over time through DOI-anchored temporal snapshots. Includes formal variables, worked example (Revelation studies), reproducibility protocol, and coding rubric. Category I measurement instrument in the Compression Arsenal. Assembly-ratified (6/7 quorum).

Citation impact

69
total citations
FWCI
2948.89
Percentile
100%
References
4
Too recent for citation history.

Authors

1

Topics & keywords

Keywords
  • Fidelity
  • Layer (electronics)
  • Coding (social sciences)
  • Measure (data warehouse)
  • Data compression
  • Set (abstract data type)
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