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README_CELL6.md

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+---
+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