deep-drive-pan-code-integration

name	Deep Drive (PAN Code Integration)
description	A shared code repository for the PAN (Digital Text Forensics) research community. Includes tools for authorship attribution, profiling, and style analysis.
author	Webis PAN (Integrated by BioDockify)
version	1.0.0

Deep Drive (PAN Code) Skill

This skill integrates the PAN Code repository, which contains a collection of code used for Digital Text Forensics.

Capabilities

1. Authorship Attribution: Tools to identify the author of a given text.
2. Author Profiling: Predicting author demographics (age, gender, etc.) from text.
3. Style Analysis: Analyzing writing styles for forensic purposes.

Usage in BioDockify AI

This skill provides a foundation for forensic text analysis within the BioDockify research suite.

# Usage examples pending specific module integration

🏗️ Structure and Function (Legacy Forensics)

The Deep Drive skill integrates the core documentation and logic from the PAN Code repository. Its primary functional mechanism is the plagdet_score, which is structured to evaluate:

1. Recall: Ability to identify all instances of reused text.
2. Precision: Accuracy in distinguishing between original and reused content.
3. Granularity: Measuring if detection occurred at the appropriate hierarchical level.

These functions allow BioDockify AI Hybrid to perform complex Authorship Attribution and rank detection algorithms with academic rigor.

Note

This skill is a direct clone of the PAN Code repository. Performance and results depend on the specific forensic models used.