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Supporting data for "From Observation to Action: A critical review of evidence continuity in structural health monitoring"

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Zenodo2026-11-05 更新2026-11-05 收录
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Supporting data for the review article "From Observation to Action: A critical review of evidence continuity in structural health monitoring" (Singh, Hou, Bao and Zhang; submitted to Automation in Construction). The archive documents the evidence-selection and coding records behind the review, so the reported counts and agreement statistics can be checked. Files:• Supplementary_Tables_S1_to_S4.xlsx. Table S1: reconstructed illustrative 30-paper sample. Table S2: single-reviewer audit of 100 near-threshold reserve records and 100 random exclusions from the LLM-assisted metadata screen. Table S3: source-priority tiers of the sources in the 130 selected records. Table S4: paired coding of the 26-study inter-rater sample, with agreement statistics.• Phase2_LLM_Derived_Screening_Output.csv. 6,187 de-duplicated Scopus records with derived screening fields; Selected = Yes identifies the 130-study evidence pool.• Phase2_LLM_Screening_Script.py. Processing contract for the metadata screen; running it regenerates the Table S2 audit samples.• Phase1_VOSviewer_Thesaurus.txt. Thesaurus used in VOSviewer 1.6.20 for keyword co-occurrence mapping.• README.md. Maps manuscript claims to files and lists what is not included. Scopus-derived bibliographic content (abstracts, keywords, raw exports and the Phase 1 keyword corpus) is not included because it is subject to Scopus licence terms; it is available from the corresponding author on reasonable request. The LLM screening materials document provenance only and do not support end-to-end computational reproducibility.

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2026-11-04
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