ArticleFrontiers in artificial intelligence2025
Evaluating AI decision tools in Ecuador's courts: efficiency, consistency, and uncertainty in legal judgments.
Article in Frontiers in artificial intelligence, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
2 citing papers in PubMed.
- Executable explanation traces for legal LLM predictions via retrieval-augmented codification.Frontiers in artificial intelligence · 2026Article
- Evaluating AI decision tools in Ecuador's courts: efficiency, consistency, and uncertainty in legal judgments.Frontiers in artificial intelligence · 2025Article
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Authors and funding
7 authors.
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Abstract
This study explores the impact of AI-based decision support tools on judicial performance in Ecuador, a context characterized by institutional uncertainty and procedural inefficiencies. It assesses whether such tools improve efficiency, consistency, and the normative quality of legal reasoning in judicial decisions. A mixed-methods approach was applied to analyze fifty court cases before and after AI implementation. Quantitative analysis used
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.