Related manuscripts and artefacts

Conceptual reason-provenance manuscript

Attribution Ambiguity in Generative AI-Mediated Research: A Reason-Provenance Framework for Bounded Human Contribution

The manuscript develops the attribution problem addressed in the reason-provenance material.

The empirical examples function as developmental illustrations rather than validation.

Status: manuscript project; public bibliographic details to be added when appropriate.

Academic Writing Filter

Rudkin, S. (2026). Academic Writing Filter (October 2026 release).

Public page: https://sites.google.com/view/simonrudkin/ai

The filter is an operational manuscript-governance artefact. Use does not itself imply use of artificial intelligence.

No claim is made here that the filter improves manuscript quality, publication probability, reviewer agreement or writing speed.

Manuscript-governance working paper

Rudkin, S. (2026). From Writing Advice to Manuscript Governance: A Constrained-Transformation Framework for Academic Revision. Working paper.

The working paper explains revision as an admissibility problem under ordered constraints, the distinction among task-relative invariants, contextual constraints and mutable presentation choices, and the claim-preservation mechanism.

Empirical manuscript supplying worked examples

Beyond PISA rankings: Mapping a moving international benchmark and UK trajectories, 2018–2025

The manuscript provides empirical material used in selected worked examples.

Relationship to this resource

The resource translates selected research episodes and governance mechanisms into general social-science methods, implications and reusable documentation tools.