DOI: 10.5281/zenodo.18855073 63stabilfr·wdophcgmx| Badge | Metric | Value | Status | Description |
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| [s] | Reviewed Sources | 22% | ○ | ≥80% from editorially reviewed sources |
| [t] | Trusted | 100% | ✓ | ≥80% from verified, high-quality sources |
| [a] | DOI | 100% | ✓ | ≥80% have a Digital Object Identifier |
| [b] | CrossRef | 89% | ✓ | ≥80% indexed in CrossRef |
| [i] | Indexed | 11% | ○ | ≥80% have metadata indexed |
| [l] | Academic | 89% | ✓ | ≥80% from journals/conferences/preprints |
| [f] | Free Access | 56% | ○ | ≥80% are freely accessible |
| [r] | References | 9 refs | ○ | Minimum 10 references required |
| [w] | Words [REQ] | 1,446 | ✗ | Minimum 2,000 words for a full research article. Current: 1,446 |
| [d] | DOI [REQ] | ✓ | ✓ | Zenodo DOI registered for persistent citation. DOI: 10.5281/zenodo.18855073 |
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| [h] | Freshness [REQ] | 10% | ✗ | ≥60% of references from 2025–2026. Current: 10% |
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Score = Ref Trust (81 × 60%) + Required (2/5 × 30%) + Optional (1/4 × 10%)
This chapter presents the full experimental validation of the Holistic Portfolio Framework (HPF-P) on a synthetic but econometrically realistic pharmaceutical portfolio dataset representing the Ukrainian market. The experimental design employs five distinct company scenarios spanning the breadth of market conditions encountered by domestic manufacturers — from the stable generics environment of...
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