README_CELL6.md

---
tags:
- kluyveromyces-marxianus
- cell6
- literature-mining
- nlp
- v10.0.0
---

# 🌌 Cell 6: Quantum Literature Mining

This README documents the data collected by **Cell 6**, which runs in the isolated `cell6_literature` config.

This dataset uses an **Extended Schema** (57 fields) for advanced NLP tasks, including full-text, section extraction, entities, and quality metrics.

## Statistics
- **Version**: v10.0.0
- **Total Records (All Runs)**: 230
- **Last Updated**: 2025-11-13

## Data Access

### 1. Load All Raw Data
```python
from datasets import load_dataset
dataset = load_dataset(
    "Milad96/Kluyveromyces-marxianus",
    name="cell6_literature",
    data_dir="cell6_data",
    split="train" 
)
# (dataset contains 230 records)
```

### 2. Load Processed Splits
```python
from datasets import load_dataset
splits = load_dataset(
    "Milad96/Kluyveromyces-marxianus",
    name="cell6_literature",
    data_dir="cell6_splits"
)
# splits['train'], splits['validation'], splits['test']
```

## Data Sources (All Runs)
| Collector Source | Records |
| :--- | ---: |
| europepmc_quantum | 142 |
| core_quantum | 87 |
| pubmed_quantum | 1 |

## Schema
This dataset uses an **Extended Schema** with 57 fields, including `full_text`, `section_hierarchy`, `introduction`, `methods`, `results`, `discussion`, `entities`, `quality_score`, etc.

**Status**: ✅ Production Ready
**Version**: v10.0.0
**Cell**: 6/6