Weak Links Between Legal Scholarship and Artificial Intelligence Research in Environmental Regulation and Governance Revealed by Bibliometric Mapping: derived data and settings (version 2.2)
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Derived bibliometric outputs, parameter settings, thesaurus files, scripts and full-text coding sheets used in the article of the same title (Discover Sustainability, second revision). The deposit does not contain the Scopus records: under Elsevier's terms the underlying export is available from the corresponding author (a.qwaiteen@jadara.edu.jo) on reasonable request. Corpus: Scopus, query run on 18 June 2026 and records exported on 21 June 2026 (TITLE-ABS-KEY, three concept blocks). 1,510 records were returned; database filters (2016-2025, subject areas Social Sciences, Computer Science and Environmental Science, articles, English) and one record dated 2026 removed during data cleaning left 343 articles. No manual relevance screening was applied. Contents: 01 thesaurus files; 02 VOSviewer keyword networks; 03 VOSviewer co-citation networks; 04 Bibliometrix strategic-map and thematic-evolution tables; 05 derived tables (workbook, cited-reference tables, chart data, sensitivity_v2_2); 06 scripts (prepare_data.py, cocitation_sensitivity.py, tech_families.py); 07 the twelve figures of the article; 08 full-text coding of 25 of 33 flagged records (Table 11 and Section 3.5.5 of the article), with the second coder's independent codes, agreement statistics, the eight records without full text, and the coding protocol. The coding of the 25 studies is a manual reading with AI assistance, not an output of a script. The README.md in the deposit gives all settings and the changes between versions. Version history: version 1.0 (344 records) should not be used. Version 2.0 corrected its errors and added settings, scripts and sensitivity runs. Version 2.1 (corrected the institution count of the Chinese Academy of Sciences) was prepared but never published; its changes are included in version 2.2. Version 2.2 also adds each co-citation reference once per citing document, the sensitivity tables, Table 10 and its script, the redrawn Figure 1 and new Figure 12, and the full-text coding (folder 08).
