BrunoJimez/reproducibility: Reproducibility v1.0.0 — Initial release
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