AI Observability & MonitoringTechnical Research · Article 11 of 14
Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI
DOI: 10.5281/zenodo.21753075[1] · View on Zenodo (CERN)
28stabilfr·wdophcgmx
| Badge | Metric | Value | Status | Description |
|---|---|---|---|---|
| [s] | Reviewed Sources | 0% | ○ | ≥80% from editorially reviewed sources |
| [t] | Trusted | 40% | ○ | ≥80% from verified, high-quality sources |
| [a] | DOI | 20% | ○ | ≥80% have a Digital Object Identifier |
| [b] | CrossRef | 0% | ○ | ≥80% indexed in CrossRef |
| [i] | Indexed | 0% | ○ | ≥80% have metadata indexed |
| [l] | Academic | 40% | ○ | ≥80% from journals/conferences/preprints |
| [f] | Free Access | 80% | ✓ | ≥80% are freely accessible |
| [r] | References | 5 refs | ○ | Minimum 10 references required |
| [w] | Words [REQ] | 69 | ✗ | Minimum 2,000 words for a full research article. Current: 69 |
| [d] | DOI [REQ] | ✓ | ✓ | Zenodo DOI registered for persistent citation. DOI: 10.5281/zenodo.21753075 |
| [o] | ORCID [REQ] | ✓ | ✓ | Author ORCID verified for academic identity |
| [p] | Peer Reviewed [REQ] | — | ✗ | Peer reviewed by an assigned reviewer |
| [h] | Freshness [REQ] | 25% | ✗ | ≥60% of references from 2025–2026. Current: 25% |
| [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 (26 × 60%) + Required (2/5 × 30%) + Optional (0/4 × 10%)
References (1) #
- Stabilarity Research Hub. (2026). Human‑in‑the‑Loop Auditing: Structured Interaction Patterns for Trust Calibration in High‑Stakes AI. doi.org. dtl
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