Work

NARMER Phase 2: P1 Empirical Expansion & OSF Preregistration v1.3

Year: 2026

Type: preprint

Abstract: Expanding the NARMER Sovereign Matrix framework beyond baseline H3. This project encompasses the official OSF preregistration (v1.3), the multi-indicator P1 dataset expansion across remaining country ranges, structured scoring rules for institutional capabilities, and pre-configured verification pipelines keeping strict provenance separation from simulation-derived artifacts.

Source: OSF Preprints (OSF Preprints)

DOI: 10.17605/osf.io/8hdup

Author: محمد على يوسف محمد

Language: English

Topic: scientometrics and bibliometrics research

Subfield: Library and Information Sciences

Field: Social Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7225463611

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