# Dimension Weights — Known Issue

**Status**: documented, not fixed — requires calibration before implementation
**Reported**: 2026-03-18 (audit)
**Severity**: MIC (scorurile functioneaza, dar weights sunt ignorate)

## Problema

Dimension weights (D1=20, D2=15, ..., D8=10) sunt stocate in Redis (`didi:framework:techniques`) si editabile din Admin Dashboard, dar nu sunt folosite nicaieri in scoring.

`calculateManipulationScore()` in `src/components/techniques/executor.ts:584` face media ponderata doar pe `severity × confidence` per tehnica. Nu acceseaza dimension.weight.

## Unde exista weight-urile

| Loc | Ce contine | Folosit? |
|-----|-----------|----------|
| PostgreSQL `bos_parammgmt.dimension` | coloana `weight` (INT) | doar CRUD |
| Redis `didi:framework:techniques` | `dimensions[].weight` (ex: D1=20) | ignorat de executor |
| Admin Dashboard `/framework` tab Dimensions | coloana "Pondere" editabila | decorativ |
| `TechniqueHierarchy.Dimension` interface (executor.ts:45) | NU are camp weight | — |
| `dimensions_compact` (executor.ts:223) | NU include weight | — |

## Valorile curente in Redis

```
D1 (content):       weight=20
D2 (narrative):     weight=15
D3 (media):         weight=15
D4 (amplification): weight=10
D5 (evasion):       weight=10
D6 (operations):    weight=10
D7 (temporal):      weight=10
D8 (targeting):     weight=10
```

## De ce nu fixam acum

1. Scorurile se schimba — D1 ar contribui 2x fata de D8, pattern-ul results se modifica
2. Weights nu sunt calibrate — valorile sunt din setup initial, nu validate pe date reale
3. Verdict calculator depinde de manipulation_score — thresholds-urile pot deveni incorecte
4. Nu exista test suite care sa detecteze regresii in scoring

## Ce trebuie facut (sprint dedicat)

1. Adauga `weight` in interface `Dimension` (executor.ts:45)
2. Citeste weight din `techniqueHierarchy` in `calculateManipulationScore()`
3. Inmulteste contributia fiecarei tehnici cu `dimension.weight / max_weight`
4. Ruleaza comparatie A/B pe ~50 sesiuni existente (scoruri vechi vs noi)
5. Ajusteaza thresholds in verdict calculator daca distributia scorurilor se schimba
6. Calibreaza weights pe baza rezultatelor (poate D1=20 e prea mult/putin)

## Fisiere de modificat

- `src/components/techniques/executor.ts` — interface Dimension + calculateManipulationScore()
- `src/components/pipeline/verdict-calculator.ts` — posibil ajustare thresholds
- Admin Dashboard — weight-ul e deja editabil, nu necesita modificari