P04_visualization_generator.md

P04 — Visualization Generator

Field	Value
ID	P04
Name	Visualization Generator
Category	Output Customization
Origin	White et al. (2023)
PromptPrism Level	Structural / Semantic
Volatility Class	III — Model-Specific
Transfer	0.57 [.51,.63]
Restricted Transfer	0.70 [.64,.76]
PSI	0.23
Core Mechanism	Structured visual output elicitation

Per-Model PTS

Model	PTS	±CI
GPT-4o (M1)	0.77	±.04
Claude 3 Opus (M2)	0.73	±.05
Gemini 1.5 Pro (M3)	0.71	±.04
LLaMA-3-70B-Instruct (M4)	0.62	±.06
Mistral-7B-Instruct (M5)	0.54	±.07
MedLLaMA-2-7B (M6)	0.44	±.08

Canonical Specification (V-A)

Generate a text-based visualization of [TOPIC/DATA]. Use ASCII art, tables, tree structures, or diagrams as appropriate. The visualization should make the structure or relationships immediately apparent without any additional explanation. Topic: [TASK]

Deployment Guidance

Model-specific calibration required. Large variance across tiers; MedLLaMA-2 (0.44) near Class IV. Reliable only on frontier models. Prefer P05 Recipe/Template as a structural alternative for code/generation tasks.