PIDT Eligibility and Screening Protocol — Version 1

This protocol documents the scientific eligibility criteria and staged evidence-screening workflow used in a review of physics-informed digital twins. It covers bibliographic consolidation, two separately executed AI-assisted title-and-abstract assessments, author-performed RQ-specific evidence prioritization, independent full-text-acquisition prioritization by two human screeners neither of whom was the article's author, full-text retrieval, and author-led page-grounded analysis and synthesis across four research questions.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23888853
Primary Topic
Meta-analysis and systematic reviews
Type
article
Field-Weighted Citation Impact
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article

PIDT Eligibility and Screening Protocol — Version 1

Shimon Fridkin
2 links
Zenodo (CERN European Organization for Nuclear Research)
Meta-analysis and systematic reviews
article

PIDT Eligibility and Screening Protocol — Version 1

Shimon Fridkin
article en

Abstract

This protocol documents the scientific eligibility criteria and staged evidence-screening workflow used in a review of physics-informed digital twins. It covers bibliographic consolidation, two separately executed AI-assisted title-and-abstract assessments, author-performed RQ-specific evidence prioritization, independent full-text-acquisition prioritization by two human screeners neither of whom was the article's author, full-text retrieval, and author-led page-grounded analysis and synthesis across four research questions.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 13%
Meta-analysis and systematic reviews
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PIDT Eligibility and Screening Protocol — Version 1 — Shimon Fridkin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS