Review and validate the documentation for this Master's Thesis project.

## Instructions

1. **Read metrics source files first** to get the correct values:
   - `docs/metrics/metrics_paddle.md` - PaddleOCR results
   - `docs/metrics/metrics_doctr.md` - DocTR results
   - `docs/metrics/metrics_easyocr.md` - EasyOCR results
   - `docs/metrics/metrics.md` - Comparative summary
   - `src/results/*.csv` - Raw data from 64 trials per service

2. **Review UNIR guidelines** for formatting and structure rules:
   - `instructions/instrucciones.pdf` - TFE writing instructions
   - `instructions/plantilla_individual.pdf` - Official template with required format

3. **Validate each documentation file** checking:

### Data Accuracy
- All CER/WER values must match those in `docs/metrics/*.md`
- Verify: baseline, optimized, best trial, percentage improvement
- Verify: GPU vs CPU acceleration factor
- Verify: dataset size (pages)

### UNIR Formatting
- Tables: `**Tabla N.** *Title in italics.*` followed by table, then `*Fuente: ...*`
- Figures: `**Figura N.** *Title in italics.*`
- Sequential numbering (no duplicates, no gaps)
- APA citation format for references

### Mermaid Diagrams
- **All diagrams must be in Mermaid format** (no external images for flowcharts/charts)
- All Mermaid diagrams must use the UNIR color theme
- Required YAML frontmatter config (Mermaid v11+):
  ```mermaid
  ---
  title: "Diagram Title"
  config:
    theme: base
    themeVariables:
      primaryColor: "#E6F4F9"
      primaryTextColor: "#404040"
      primaryBorderColor: "#0098CD"
      lineColor: "#0098CD"
  ---
  flowchart LR
      A[Node] --> B[Node]
  ```
- Colors: `#0098CD` (UNIR blue for borders/lines), `#E6F4F9` (light blue background)
- Verify theme is applied to all diagrams in `docs/*.md`

### Files to Review
- `docs/00_resumen.md` - Resumen/Abstract
- `docs/03_objetivos_metodologia.md` - Objectives
- `docs/04_desarrollo_especifico.md` - Main results (most critical)
- `docs/05_conclusiones_trabajo_futuro.md` - Conclusions
- `docs/07_anexo_a.md` - Technical annex
- `README.md` - Project overview

4. **Report findings** with:
   - List of incorrect values found (with file:line references)
   - Formatting issues detected
   - Specific corrections needed
   - Overall documentation health assessment

5. **Language**: All docs/* files must be in Spanish. README.md and CLAUDE.md can be in English.