Artifacts: Statistical Confidence in Functional Correctness: An Approach for AI Product Functional Correctness Evaluation

This repository contains the supplementary materials for the paper “Statistical Confidence in Functional Correctness: An Approach for AI Product Functional Correctness Evaluation”, submitted to CAIN 2026. The included .zip archive includes the interview transcripts, the Miro board used during the evaluation sessions, and a runnable mock example of the proposed approach. Filename Description Transcription Interview - P1.pdf Transcript of the P1 interview. Transcription Interview - P2.pdf Transcript of the P2 interview. Transcription Interview - P3.pdf Transcript of the P3 interview. Transcription Interview - P4.pdf Transcript of the P4 interview. SCFC Miro Board.pdf PDF export of the Miro board used during participant evaluations. SCFC_Approach_Example.ipynb A Jupyter notebook containing a mock example of the proposed approach, runnable on Google Colab (or locally, if all required libraries are installed).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-05
DOI
https://doi.org/10.5281/zenodo.17451539
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
0.00
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article

Artifacts: Statistical Confidence in Functional Correctness: An Approach for AI Product Functional Correctness Evaluation

Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
article

Artifacts: Statistical Confidence in Functional Correctness: An Approach for AI Product Functional Correctness Evaluation

article en

Abstract

This repository contains the supplementary materials for the paper “Statistical Confidence in Functional Correctness: An Approach for AI Product Functional Correctness Evaluation”, submitted to CAIN 2026. The included .zip archive includes the interview transcripts, the Miro board used during the evaluation sessions, and a runnable mock example of the proposed approach. Filename Description Transcription Interview - P1.pdf Transcript of the P1 interview. Transcription Interview - P2.pdf Transcript of the P2 interview. Transcription Interview - P3.pdf Transcript of the P3 interview. Transcription Interview - P4.pdf Transcript of the P4 interview. SCFC Miro Board.pdf PDF export of the Miro board used during participant evaluations. SCFC_Approach_Example.ipynb A Jupyter notebook containing a mock example of the proposed approach, runnable on Google Colab (or locally, if all required libraries are installed).

Zenodo (CERN European Organization for Nuclear Research)
Pontifícia Universidade Católica do Rio de Janeiro (BR)
Openalex Percentile: Top 98%
Explainable Artificial Intelligence (XAI)
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Artifacts: Statistical Confidence in Functional Correctness: An Approach for AI Product Functional Correctness Evaluation · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS