Research Workflow

A6: Conceptual Framework Visualization

Generate academic conceptual framework diagrams using Nanobanana (Gemini Image)

30 min demo
3 checkpoints
Workflow Progress3 steps / 3 checkpoints
Step 1

Research Question Refiner

Define: "How does AI-powered tutoring affect student metacognition?"

CHECKPOINT
Step 2

Theory & Critique Architect

Select theoretical lens: Self-Regulated Learning (T-0.65) vs Actor-Network Theory (T-0.28)

CHECKPOINT
Step 3

A6

Generate conceptual framework visualization using Nano Banana image synthesis

CHECKPOINT
Required Checkpoint
T-Score Progress
workflow_timeline.tsx
A
FoundationA1
A
FoundationA2
A
FoundationA6

Detailed Timeline

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Workflow Timeline

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Required
Recommended
Optional
3 stage workflow
A6 Visualization Example

Conceptual Framework Visualization

Conceptual framework generated by A6 agent using Nano Banana image synthesis

A6 Conceptual Framework Visualizer

AI in Education: Conceptual Framework

T-Score0.42Balanced
Research Question

"How does AI-powered adaptive tutoring influence the development of metacognitive skills in undergraduate students?"

Theoretical Framework

Integrated Self-Regulated Learning & Cognitive Load Theory

T-0.42 (Creative Range) - More novel approach than typical TAM (T-0.92)

conceptual_framework.svgGenerated by A6 + Nano Banana
INDEPENDENTAI tutoring interventionPersonalization levelFeedback frequencyMEDIATORSMetacognitive awarenessSelf-monitoringStrategy selectionDEPENDENTLearning outcomesTransfer abilityAutonomous learningIntegrated Self-Regulated Learning & Cognitive Load Theory (T-0.42)A6 Output

Independent Variables

  • AI tutoring intervention
  • Personalization level
  • Feedback frequency

Mediating Variables

  • Metacognitive awareness
  • Self-monitoring
  • Strategy selection

Dependent Variables

  • Learning outcomes
  • Transfer ability
  • Autonomous learning
🍌

Generated with Nano Banana Image Synthesis (Gemini 3 Pro Image)

A6 agent analyzes research context and automatically visualizes the conceptual framework

Research Context

T-0.42
Research Question

How does AI-powered adaptive tutoring influence the development of metacognitive skills in undergraduate students?

Theoretical Framework

Integrated Self-Regulated Learning & Cognitive Load Theory

Independent
  • • AI tutoring intervention
  • • Personalization level
  • • Feedback frequency
Mediators
  • • Metacognitive awareness
  • • Self-monitoring
  • • Strategy selection
Dependent
  • • Learning outcomes
  • • Transfer ability
  • • Autonomous learning
1

Define Research Context

Input research question, variables, and theoretical framework

2

Generate ASCII Blueprint

A6 agent creates text-based box-and-arrow structure

3

Create Nanobanana Prompt

Design prompt with variable names, relationships, T-Score styling

4

Call Gemini API

Execute image generation via gemini-2.0-flash-exp-image-generation

5

Quality Review (Checkpoint)

Verify academic appropriateness, variable labels, arrow directions

Conceptual framework image will be displayed here

Generated via Nanobanana (Gemini Image Generation)

Note: In actual implementation, images are generated in real-time via Gemini API.

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