BrunoJimez/reproducibility: Reproducibility v1.0.0 — Initial release

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Authors: Bruno Oliveira Costa Jimez
Cited by: 0

Abstract

Reproducibility v1.0.0 Open-source tool for computational hypothesis testing in natural language. What's included reproducibility_core.py — core logic (8 modules) app.py — Streamlit web interface phase3_validation.py — external validation against published datasets tests/test_core.py — 52 automated tests (all passing) paper.md + paper.bib — JOSS article Validation results 52/52 automated tests passing Phase 3: 3/3 published datasets COMPLIANT with literature expectations CO₂ → Temperature (IPCC AR6): composite score = 49.1 (expected ≥ 40) ✅ Minimum wage → Employment (Card & Krueger 1994): score = 5.0 (expected ≤ 20) ✅ Original effect → Replication (OSC 2015): score = 20.8 (expected 10–30) ✅

Fields of Study & Subjects

Scientific Computing and Data Management Computational and Text Analysis Methods Research Data Management Practices

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
16 March 2026
Language
EN