README_CELL6.md

metadata

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

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

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