v0.9 · Beta
Cohesion Analysis
12-layer deep text analysis for essay grading · L0 – L11
📁 Document Library … ▶
📊 Past Analyses … ▶
📄
Drop your essay here
.txt · .docx · .pdf supported · max 50 pages
or paste text directly
Essay text
Assignment prompt (optional — enables L4.8 on-topic scoring)
Document genre (shapes summary evaluation criteria)
Analysis options
L0–L5 Core
L6 Situation
L7 RST
L8 Argumentation
L9 Stance
L10 Affect
L11 Reader-adaptive
Learner ID (L11): pulls UALS/LRS profile
Load sample essay
Initializing NLP pipeline…
Preparing analysis modules
Prompt: 0 Completion: 0 Total: 0 LLM calls: 0
Words
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Sentences
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Paragraphs
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Mean sent. len
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Type-Token
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AWL density
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Analysis time
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Prompt tokens
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Completion tokens
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Total tokens
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Analysis Layers
Composite factors
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Overall Cohesion Score
Weighted composite · 0–100
Reader profile (L11)
Awaiting analysis…
Priority feedback
Rubric Score
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Criteria
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Cohesion Score
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Words
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Analysis time
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Rubric Library
Criteria Scores
Rubric-Based Review
Select a rubric from the library, or paste your rubric criteria below, then click Evaluate to generate a rubric-based review of the essay.
Rubric criteria
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Rubric Score
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Score by Criterion
Run evaluation to see scores
Overall Assessment
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Help
Token Usage & Cost
$0.00
Estimated session cost
Session
LLM calls0
Prompt tokens0
Completion tokens0
Total tokens0
Cost$0.00
Last Analysis
LLM calls0
Prompt tokens0
Completion tokens0
Total tokens0
Cost$0.00
Post-Analysis
LLM calls0
Total tokens0
Cost$0.00
Pricing based on published API rates