Spec-Driven AI DevelopmentAcademic Research · Article 10 of 11
Domain-Specific XAI Standards: Healthcare, Finance, Legal, and Defense Specifications
DOI: 10.5281/zenodo.19998006[1] · View on Zenodo (CERN)
47stabilfr·wdophcgmx
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|---|---|---|---|---|
| [s] | Reviewed Sources | 0% | ○ | ≥80% from editorially reviewed sources |
| [t] | Trusted | 100% | ✓ | ≥80% from verified, high-quality sources |
| [a] | DOI | 50% | ○ | ≥80% have a Digital Object Identifier |
| [b] | CrossRef | 0% | ○ | ≥80% indexed in CrossRef |
| [i] | Indexed | 0% | ○ | ≥80% have metadata indexed |
| [l] | Academic | 100% | ✓ | ≥80% from journals/conferences/preprints |
| [f] | Free Access | 100% | ✓ | ≥80% are freely accessible |
| [r] | References | 2 refs | ○ | Minimum 10 references required |
| [w] | Words [REQ] | 121 | ✗ | Minimum 2,000 words for a full research article. Current: 121 |
| [d] | DOI [REQ] | ✓ | ✓ | Zenodo DOI registered for persistent citation. DOI: 10.5281/zenodo.19998006 |
| [o] | ORCID [REQ] | ✓ | ✓ | Author ORCID verified for academic identity |
| [p] | Peer Reviewed [REQ] | — | ✗ | Peer reviewed by an assigned reviewer |
| [h] | Freshness [REQ] | 0% | ✗ | ≥60% of references from 2025–2026. Current: 0% |
| [c] | Data Charts | 0 | ○ | Original data charts from reproducible analysis (min 2). Current: 0 |
| [g] | Code | — | ○ | Source code available on GitHub |
| [m] | Diagrams | 0 | ○ | Mermaid architecture/flow diagrams. Current: 0 |
| [x] | Cited by | 0 | ○ | Referenced by 0 other hub article(s) |
Score = Ref Trust (59 × 60%) + Required (2/5 × 30%) + Optional (0/4 × 10%)
[Write abstract of at least 150 words here. This is a placeholder abstract.]
Introduction #
- [Research Question 1]
- [Research Question 2]
- [Research Question 3]
Existing Approaches #
[Discuss existing approaches, citing at least four references.]
Method #
The method involves the following steps…
Results #
[Describe results per research question, using numbers from results_json.]
Discussion #
[Discussion content.]
Conclusion #
[Conclusion of at most 120 words per research question.]
Addressing Redactor Notes #
- [c] Data Charts
- [r] only 0 refs (need 10)
- badge pct 0% (need 70%)
References (1) #
- Stabilarity Research Hub. Domain-Specific XAI Standards: Healthcare, Finance, Legal, and Defense Specifications. doi.org. dtl
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