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ZENODO
Dataset . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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US–Japan External Validation Package for the HSE–CMILS Model

Authors: Al-Tom, Mohammed Taha Ahmed Ali;

US–Japan External Validation Package for the HSE–CMILS Model

Abstract

This repository contains the complete external validation package for the HSE–CMILS measurement framework, applied to the United States–Japan case. The package provides all data, code, and outputs required to reproduce the diagnostic validation procedures reported in the study. The analysis includes data integrity checks, a two-factor confirmatory factor analysis for diagnostic separation, and the application of fixed external calibration coefficients. All scripts are deterministic and produce the outputs included in the repository when executed in the specified order. The package is intended for transparency and reproducibility of the external validation process and does not perform causal inference or hypothesis testing.

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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).
BIP!Citations provided by BIP!
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.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average