Quality Research
Quality Research by Oleh Ivchenko ·
DOI: 10.5281/zenodo.19341350 54stabilfr·wdophcgmx| Badge | Metric | Value | Status | Description |
|---|
| [s] | Reviewed Sources | 9% | ○ | ≥80% from editorially reviewed sources |
| [t] | Trusted | 64% | ○ | ≥80% from verified, high-quality sources |
| [a] | DOI | 27% | ○ | ≥80% have a Digital Object Identifier |
| [b] | CrossRef | 9% | ○ | ≥80% indexed in CrossRef |
| [i] | Indexed | 9% | ○ | ≥80% have metadata indexed |
| [l] | Academic | 55% | ○ | ≥80% from journals/conferences/preprints |
| [f] | Free Access | 64% | ○ | ≥80% are freely accessible |
| [r] | References | 11 refs | ✓ | Minimum 10 references required |
| [w] | Words [REQ] | 2,995 | ✓ | Minimum 2,000 words for a full research article. Current: 2,995 |
| [d] | DOI [REQ] | ✓ | ✓ | Zenodo DOI registered for persistent citation. DOI: 10.5281/zenodo.19341350 |
| [o] | ORCID [REQ] | ✓ | ✓ | Author ORCID verified for academic identity |
| [p] | Peer Reviewed [REQ] | — | ✗ | Peer reviewed by an assigned reviewer |
| [h] | Freshness [REQ] | 80% | ✓ | ≥80% of references from 2025–2026. Current: 80% |
| [c] | Data Charts | 0 | ○ | Original data charts from reproducible analysis (min 2). Current: 0 |
| [g] | Code | ✓ | ✓ | Source code available on GitHub |
| [m] | Diagrams | 2 | ✓ | Mermaid architecture/flow diagrams. Current: 2 |
| [x] | Cited by | 0 | ○ | Referenced by 0 other hub article(s) |
Score = Ref Trust (42 × 60%) + Required (4/5 × 30%) + Optional (2/4 × 10%)
Academic citation integrity is a foundational requirement for trustworthy research publishing. Yet the manual verification of hundreds of references per article is neither scalable nor consistent. This article describes the automated reference validation system deployed on the Stabilarity Research Hub — a multi-layer pipeline that combines CrossRef DOI lookup, HTTP status probing, source classi...
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