Reproducibility package for: Public acceptance of emerging net-zero energy technologies — a systematic review and measurement audit of 534 studies on small modular reactors, hydrogen, carbon capture and offshore wind
新興ネットゼロエネルギー技術の社会的受容に関する系統的レビューの再現性パッケージ (AI 翻訳)
Juyong Lee
🤖 gxceed AI 要約
日本語
本パッケージは、小型モジュール炉、水素、炭素回収、洋上風力の4技術に対する社会的受容に関する系統的レビューの再現性を保証する。プロトコル、検索スクリプト、LLMスクリーニング、抽出データ、分析スクリプトを含む。534件の研究を対象とし、公開受容の要因を包括的に分析するための基盤を提供する。
English
This reproducibility package accompanies a systematic review on public acceptance of four net-zero technologies: small modular reactors, hydrogen, carbon capture, and offshore wind. It includes the study protocol, search scripts, LLM screening results, full-text extraction records for 534 studies, and analysis scripts. The package enables full replication and transparency, providing a robust evidence base for understanding acceptance factors crucial for technology deployment.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本ではSMR、水素、CCUS、洋上風力の導入が進む中、社会的受容が重要な課題となっている。本レビューは、これらの技術に対する受容要因を体系的に整理しており、日本における事業計画やコミュニケーション戦略の策定に活用できる。
In the global GX context
Public acceptance is a critical barrier for scaling net-zero technologies globally. This systematic review, with high methodological rigor including LLM-assisted screening and dual-source search, provides a comprehensive evidence base that can inform deployment strategies, stakeholder engagement, and policy design worldwide.
👥 読者別の含意
🔬研究者:Provides a methodologically rigorous systematic review with a full reproducibility package, serving as a benchmark for future acceptance research and meta-analyses.
🏢実務担当者:Offers evidence-based insights on factors driving public acceptance of key net-zero technologies, useful for community engagement and project planning.
🏛政策担当者:Delivers a consolidated evidence base on public acceptance that can inform regulatory and communication strategies for emerging clean energy technologies.
📄 Abstract（原文）
This deposit contains the complete reproducibility package for the systematic review "Public acceptance of emerging net-zero energy technologies: a systematic review and measurement audit of 534 studies on small modular reactors, hydrogen, carbon capture and offshore wind" (submitted to Renewable and Sustainable Energy Reviews, 2026). Contents: (1) the frozen review protocol v1.0 with its dated amendment log; (2) frozen search strings and harvesting/merging scripts for the dual-source search (Scopus + OpenAlex; 16,806 unique records; 19/19 known-relevant benchmark recall); (3) the frozen LLM screening prompt, calibration sample and results (Cohen's kappa = 0.821; PABAK = 0.940), the consolidated title–abstract screening ledger for all 16,806 records, and the raw model verdict logs; (4) structured full-text extraction records for all 626 assessed reports (534 included; 92 excluded with PI-confirmed reasons; 63 not retrieved) and the 534 × 29 extraction master file; (5) the versioned aggregation script regenerating every analysis table (RQ1–RQ4) with the resulting tables and measurement-audit estimates. Abstracts are omitted in accordance with bibliographic-database licence terms; every record carries a DOI for re-retrieval. Data, protocol and documentation are released under CC BY 4.0; scripts under the MIT License. See README.md for the full manifest and pipeline description.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.5281/zenodo.21346942first seen 2026-07-15 05:03:44
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gxceed は公開メタデータに基づく研究支援データセットです。要約・翻訳・解説は AI 支援で生成されています。 最終的な解釈・検証は利用者が原典資料に基づいて行うことを前提とします。