Commacad QuantiPreter™
Commacad Interpretation Framework™ · Powered by OpenAI
How It Works
Three straightforward steps to a structured, framework-aligned interpretation of your statistical output.
01
Upload your output
Take a screenshot or export your SPSS, R, or other quantitative software output as an image (JPG, PNG, or WebP, up to 5 MB).
02
State your research question
Provide your research question or hypothesis. The system uses this to align the interpretation precisely to your research aim.
03
Receive structured interpretation
Get a publication-conscious interpretation covering statistical context, key findings, practical meaning, and reporting guidance.
Exclusive Workshop Access
The Commacad QuantiPreter™ is available to paid enrollees of eligible Commacad workshops for 7 days after the last session ends. Enrol in an eligible workshop to unlock access.
View Current WorkshopWhat You Receive
Every interpretation is structured into six clearly labelled sections following the Commacad Interpretation Framework™.
Statistical Context
Identifies the statistical test used and its research purpose.
Key Findings
Objective summary of visible results — what the numbers actually show.
Alignment With Research Question
Interpretation tied directly to the stated research aim.
Practical Interpretation
Substantive meaning without exaggeration or overclaiming.
Notes and Cautions
Assumption notes, statistical limitations, and cautions.
Reporting Guidance
Bullet-point cues and sample phrasing for academic write-up.
What the Assistant Does Not Do
Strict ethical boundaries are built in. The system interprets what is clearly visible — it does not fabricate, assume, or override researcher judgment.