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Software . 2026
License: CC BY
Data sources: Datacite
ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
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LABHDUFBA/social-rag: v1.0

Authors: Nascimento, Leonardo F.; Brasil, Eric; Lima, Arthur; Andrade, Gabriel; Andrade, Ricardo; Barreto, Tarssio;

LABHDUFBA/social-rag: v1.0

Abstract

v1.0 — Supplementary Materials for Social-RAG manuscript (Zenodo) This is the v1.0 archival release of the social-rag repository, created to accompany the Social-RAG manuscript and to support transparency, auditability, and (where feasible) reproducibility of the reported analyses. What's included Documentation docs/ with repository overview, data governance, and ethics/safety guidance. Appendices Theme-specific methodological reports for Vaccine and Rouanet (appendices/), including Portuguese variants. Prompts System prompts (theme-conditioned) and the LLM-as-judge prompt (prompts/), including Portuguese variants. Evaluation artifacts Criteria definition (Table 2 mapping), test question sets (factual + hermeneutic), and raw model outputs (evaluation/criteria, evaluation/questions, evaluation/model-outputs). LLM-as-judge results with full judge/run logs, consolidated tables, and analysis-ready CSVs including per-judge means (evaluation/judge-results). Figures (fully traceable) Source data (figures/data/), plotting scripts (figures/src/), and exported manuscript figures in PNG/SVG (figures/imgs/). Public samples Small anonymized CSV samples and the sampling script (samples/). Reproducibility All figures referenced in the manuscript are backed by: explicit source data (figures/data/), generation scripts (figures/src/), and exported outputs (figures/imgs/). Minimal reproduction steps and scope limitations are documented in: docs/supplementary-overview.md docs/data-governance.md docs/ethics-and-safety.md Data governance & access This release does not include the full raw message-level corpora used in the study. Only sanitized samples and aggregated/derived evaluation artifacts are shared to reduce privacy and re-identification risks. See docs/data-governance.md and docs/ethics-and-safety.md. Citation Please use the metadata in CITATION.cff when citing this repository (Zenodo record will provide the DOI for this archived release). License See LICENSE.md for licensing terms.

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    influence
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average