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Argentine Supreme Court citation network analysis using JurisRank — a peer-reviewed PageRank algorithm with temporal decay for measuring jurisprudential authority. Ranks precedents by citation influence, traces doctrinal evolution, and detects constitutional drift. Published methodology: JCLLT (DOI: 10.47852/bonviewJCLLT62027951). Activate with: which cases to cite, rank precedents, case authority, doctrinal evolution, Argentine Supreme Court, CSJN jurisprudence, citation network, leading case,
Passed 20 of 22 test cases with the skill, and 10 of 22 without it.
and 12 more in the full report
10 fixed10 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
What inter-coder reliability score (Cohen's kappa) was achieved during academic validation of the precedent network analysis tool?
| Checked | Without skill | With skill |
|---|---|---|
| The inter-coder reliability score is kappa 0.83. | Missed | Passed |
The instructions your model reads when the skill loads.
JurisRank is a computational tool for measuring the authority of Argentine court decisions through citation network analysis. Its methodology is peer-reviewed and published in the Journal of Computational Law and Legal Technology:
Lerer, I.A. (2026). "Computational Detection of Constitutional Drift: Network Analysis and Semantic Measurement of Argentine Supreme Court Jurisprudence (1922–2025)." Journal of Computational Law and Legal Technology. DOI: 10.47852/bonviewJCLLT62027951
Academic validation: κ = 0.83 inter-coder reliability · k-fold cross- validation (k=5) · 73.2% mean accuracy · Monte Carlo simulations (n=1,000).
License: Creative Commons Attribution 4.0 International (CC BY 4.0)
| Algorithm | Purpose |
|---|---|
| JurisRank | PageRank + temporal decay — recent citations weighted higher |
| RootFinder | Ancestral Borrowing Analysis Network — traces doctrinal genealogy |
| Legal-Memespace | Principal Component Analysis — maps multidimensional doctrine |
test cases passed, vs 10 / 22 without
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