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
再現性パッケージ：新興ネットゼロエネルギー技術の社会的受容 ― 小型モジュール炉、水素、炭素回収、洋上風力に関する534研究の系統的レビューと測定監査 (AI 翻訳)
Juyong Lee
🤖 gxceed AI 要約
日本語
本パッケージは、ネットゼロエネルギー技術（小型モジュール炉、水素、炭素回収、洋上風力）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。LLMを用いたスクリーニング、全16,806件のタイトル・要約レビュー、534件のデータ抽出を含む。分析テーブルと測定監査結果が含まれ、CC BY 4.0ライセンスで公開される。
English
This reproducibility package documents a systematic review on public acceptance of net-zero energy technologies (small modular reactors, hydrogen, carbon capture, offshore wind). It includes LLM-assisted screening, full title-abstract review of 16,806 records, and structured data extraction from 534 studies. Analysis tables and measurement audit estimates are provided under CC BY 4.0.
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
日本ではネットゼロ技術の社会的受容が重要だが、本レビューは国際的な知見を提供する。日本の政策立案や事業計画において、市民の受容性を考慮する際の参考となる。
In the global GX context
For global GX context, public acceptance is a critical bottleneck for deploying net-zero technologies. This systematic review provides a comprehensive evidence base on acceptance factors across four emerging technologies, valuable for policymakers and developers worldwide.
👥 読者別の含意
🔬研究者:Provides a comprehensive evidence base and reproducible methodology for studying public acceptance of net-zero technologies.
🏢実務担当者:Use the acceptance factors identified to design community engagement and project planning.
🏛政策担当者:Inform policy design to enhance social license for nuclear, hydrogen, CCS, and offshore wind.
📄 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.21347844first seen 2026-07-16 05:22:48
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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。