Gradient Coupling Inquiry: a cross-domain gap-finding vault

An open research vault in cross-domain synthesis. Method: find places where two fields quantify the same object in different vocabularies and never cross-cite, measured by citation intersection; then build the missing shared object or prove it cannot exist. Includes the identity between Charnov's marginal value theorem and the Gittins index (C5), its restless-bandit extension with a giving-up-density prediction (C25), computed availability and repair-ratio axes for living tissue, a same-class disagreement catalogue with pre-registered predictions, and a full corrections log. Every count names its provider and fetch date. AI-assisted research: orchestrated by Claude Fable 5.1 with Claude Opus 4.8 agents via Claude Code; the human author sets scope and evidence standards and takes responsibility for all claims. Full disclosure in README.md.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-05
DOI
https://doi.org/10.5281/zenodo.22334048
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
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article

Gradient Coupling Inquiry: a cross-domain gap-finding vault

Landon Holden
Zenodo (CERN European Organization for Nuclear Research)
Scientific Computing and Data Management
article

Gradient Coupling Inquiry: a cross-domain gap-finding vault

Landon Holden
article en

Abstract

An open research vault in cross-domain synthesis. Method: find places where two fields quantify the same object in different vocabularies and never cross-cite, measured by citation intersection; then build the missing shared object or prove it cannot exist. Includes the identity between Charnov's marginal value theorem and the Gittins index (C5), its restless-bandit extension with a giving-up-density prediction (C25), computed availability and repair-ratio axes for living tissue, a same-class disagreement catalogue with pre-registered predictions, and a full corrections log. Every count names its provider and fetch date. AI-assisted research: orchestrated by Claude Fable 5.1 with Claude Opus 4.8 agents via Claude Code; the human author sets scope and evidence standards and takes responsibility for all claims. Full disclosure in README.md.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 4%
Scientific Computing and Data Management
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