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AI-Assisted. Researcher-Led.

Commacad AI Responsible Academic Use Policy

AI-Assisted. Researcher-Led.

Commacad AI tools and platforms are built on a simple principle: artificial intelligence should support academic thinking, not replace it. Our tools are designed as research assistants—not researchers, authors, supervisors, or decision-makers.

Our Core Principles

Every Commacad tool is designed and operated around these principles.

The researcher decides.

Commacad AI may suggest options, frameworks, interpretations, codes, themes, or methodological considerations. Final decisions must always be made, justified, and owned by the researcher.

AI output is working material—not final academic work.

Outputs generated by Commacad AI are intended for brainstorming, exploration, learning, and decision support. They should not be copied directly into a thesis, dissertation, manuscript, assignment, or other academic submission as final work.

We do not design tools to ghostwrite research.

Commacad AI tools are not intended to produce a scholar’s original intellectual contribution on their behalf. The researcher remains responsible for analysis, interpretation, argumentation, conclusions, and scholarly writing.

Human review and verification are essential.

AI-generated suggestions may be incomplete, inaccurate, or unsuitable for a particular research context. Researchers must critically review, verify, refine, and contextualise all outputs before acting upon them.

Academic responsibility remains with the researcher.

Users remain responsible for the originality, accuracy, methodological soundness, citation practices, ethical compliance, and disclosure requirements of their work.

Institutional policies take priority.

Researchers must follow the AI-use, academic-integrity, research-ethics, and disclosure policies of their university, journal, supervisor, funder, or other relevant authority. Where such policies are more restrictive, those requirements take precedence.

How Each Commacad Tool Supports Your Research

For each tool: what it does, and what you as the researcher must still do yourself.

QuantiPreter™

Statistical Interpretation Support

Researcher-led — language structuring support

What the tool does

Converts raw quantitative/SPSS output into a structured starting point for interpretation.

What you must still do

Critically review the interpretation against your research question, revise it in your own voice, and integrate it with your study’s theoretical framework before including any content in your thesis.

Protocolis™

Research Protocol Structuring

Researcher-led — structuring and drafting support

What the tool does

Generates a structured draft framework for a Systematic Literature Review protocol based on researcher inputs.

What you must still do

Review, substantially revise, and validate every section of the draft. The research objectives, inclusion/exclusion criteria, and methodology must reflect your original academic reasoning. Treat the draft as a scaffold, not a final document.

StrinGen™

Technical Search String Generation

Researcher-led — technical assistance

What the tool does

Generates database-specific Boolean search strings from research questions and SLR protocols.

What you must still do

Validate the generated strings against your specific research scope, test them in target databases, and document any manual adjustments. The choice of databases and the final search strategy must be justified by the researcher.

MMArchitect™

Research Design Advisory

Researcher-led — structuring support

What the tool does

Provides AI-guided research design options and mixed-methods sequencing rationale to support methodology decisions.

What you must still do

Select, critically justify, and own your research design choice. The methodology chapter must reflect your original academic reasoning. Any design recommendation from the tool must be evaluated against your study context and confirmed as researcher-chosen.

MMIntegrator™

Mixed-Methods Integration Support

Researcher-led — structuring support

What the tool does

Helps researchers identify convergence, divergence, and integration points between quantitative and qualitative data strands.

What you must still do

Conduct the actual integration analysis independently. The synthesis of findings, interpretation of convergence or divergence, and all conclusions drawn must be the researcher’s original work. Use the tool’s output only as a structural guide, not as findings.

Samplicus™

Sampling Guidance

Researcher-led — technical assistance

What the tool does

Provides sample size guidance and justification frameworks aligned to the researcher’s methodology and assumptions.

What you must still do

Verify all assumptions, validate the guidance against your specific methodological context, and write the final sample size justification in your own words. Consult your supervisor or statistician where appropriate.

Methodoria™

Research Planning Workspace

Researcher-led — structuring and planning support

What the tool does

Guides researchers through a structured 7-step workflow from topic to a Research Framework Summary (RFS).

What you must still do

The RFS is a planning scaffold — it must not appear verbatim in any thesis chapter. Researchers must independently develop, write, and justify each section of their actual thesis based on the plan. The framework summary must be treated as a working document, not a submission-ready output.

Thematique™

Qualitative Coding Platform

Researcher-led — process support

What the tool does

Provides a structured environment for qualitative coding, codebook building, and thematic analysis with AI-assisted suggestions.

What you must still do

All coding decisions must be made by the researcher. AI suggestions are starting points — each code, theme, and interpretation must be reviewed, accepted, rejected, or modified based on your theoretical framework and immersion in the data.

Optional Disclosure & Citation Templates

Commacad does not require you to disclose AI tool use. If your institution, supervisor, or journal requires disclosure, the following templates may help. Replace {year} with the year you used the tool and adapt the text to your institution's requirements.

Note: Whether to disclose AI assistance is governed by your institution's AI-use and academic-integrity policies, not by Commacad. Always check with your supervisor and institution before including any disclosure statement.

QuantiPreter™

Suggested Disclosure Statement

Statistical output interpretation in this study was supported by QuantiPreter™ (Commacad, 2026), an AI-assisted research support tool. The AI-generated starting point was critically reviewed, substantively revised, and integrated with the study’s theoretical framework by the researcher. All interpretive conclusions reflect the researcher’s own analysis.

Suggested APA 7 Citation

Commacad. (2026). QuantiPreter™ [AI-assisted statistical interpretation tool]. Commacad Technologies. https://commacad.com/quantipreter

Protocolis™

Suggested Disclosure Statement

The initial structure of the SLR protocol in this study was scaffolded with the support of Protocolis™ (Commacad, 2026), an AI-assisted protocol structuring tool. The draft framework was critically reviewed and substantially revised by the researcher to reflect the study’s specific objectives, scope, and methodological rationale. All research decisions, inclusion/exclusion criteria, and analytical strategies were determined independently by the researcher.

Suggested APA 7 Citation

Commacad. (2026). Protocolis™ [AI-assisted SLR protocol structuring tool]. Commacad Technologies. https://commacad.com/protocolis

StrinGen™

Suggested Disclosure Statement

Boolean search strings for the systematic literature search in this study were generated with the assistance of StrinGen™ (Commacad, 2026), an AI-assisted search string generation tool. Generated strings were validated by the researcher, tested across the selected databases, and refined to ensure alignment with the study’s scope and inclusion criteria.

Suggested APA 7 Citation

Commacad. (2026). StrinGen™ [AI-assisted Boolean search string generator]. Commacad Technologies. https://commacad.com/stringen

MMArchitect™

Suggested Disclosure Statement

The research design framework in this study was developed with the support of MMArchitect™ (Commacad, 2026), an AI-assisted research design advisory tool. Design options generated by the tool were critically evaluated by the researcher in light of the study’s objectives, epistemological stance, and contextual requirements. The final research design and its justification reflect the researcher’s independent academic judgment.

Suggested APA 7 Citation

Commacad. (2026). MMArchitect™ [AI-assisted research design advisory tool]. Commacad Technologies. https://commacad.com/mmarchitect

MMIntegrator™

Suggested Disclosure Statement

The integration structure for mixed-methods findings in this study was informed by MMIntegrator™ (Commacad, 2026), an AI-assisted integration support tool. The tool provided a structural framework for examining convergence and divergence between data strands. All analytical interpretations, synthesis conclusions, and reported findings are the researcher’s own original work.

Suggested APA 7 Citation

Commacad. (2026). MMIntegrator™ [AI-assisted mixed-methods integration support tool]. Commacad Technologies. https://commacad.com/mmintegrator

Samplicus™

Suggested Disclosure Statement

Sample size estimation and justification in this study was supported by Samplicus™ (Commacad, 2026), an AI-assisted sampling guidance tool. The tool’s recommendations were reviewed and validated by the researcher against the study’s specific methodological assumptions, design constraints, and context. The final sampling strategy and its documented justification are the researcher’s own work.

Suggested APA 7 Citation

Commacad. (2026). Samplicus™ [AI-assisted sample size guidance tool]. Commacad Technologies. https://commacad.com/samplicus

Methodoria™

Suggested Disclosure Statement

The research planning framework for this study was developed using Methodoria™ (Commacad, 2026), an AI-assisted research planning workspace. The tool was used to structure the researcher’s thinking across key planning stages. All sections of the thesis were independently researched, written, and critically argued by the researcher; the planning framework served as a preparatory scaffold and is not reproduced in this work.

Suggested APA 7 Citation

Commacad. (2026). Methodoria™ [AI-assisted research planning workspace]. Commacad Technologies. https://commacad.com/methodoria

Thematique™

Suggested Disclosure Statement

Qualitative data coding and thematic analysis in this study was conducted using Thematique™ (Commacad, 2026), a qualitative research coding platform. AI-assisted code suggestions were used as a starting point; all coding decisions, code definitions, theme formations, and interpretive analysis were performed independently by the researcher, who reviewed and confirmed every code assignment.

Suggested APA 7 Citation

Commacad. (2026). Thematique™ [Qualitative research coding platform]. Commacad Technologies. https://commacad.com/thematique

Responsible AI Use — Do’s and Don’ts

Do

  • Use AI for planning, structuring, brainstorming, and technical support — not for writing your findings or conclusions
  • Review and critically evaluate every AI suggestion before accepting it
  • Rewrite AI-generated text in your own academic voice before including it in any submission
  • Follow your institution’s AI-use and disclosure policies, which may require declaration
  • Check with your supervisor before using AI assistance for any core thesis section
  • Treat all AI outputs as working material and starting points, never as final deliverables

Don’t

  • Copy AI-generated text directly into your literature review, results, or discussion
  • Use AI to write original sections that must reflect your own reasoning and analysis
  • Submit AI-generated content as your own scholarly work without review and revision
  • Treat AI output as a final document — always treat it as a draft to be substantially revised
  • Use AI to generate empirical data, analysis results, or research conclusions on your behalf
  • Assume AI suggestions are accurate, complete, or appropriate for your specific research context

Frequently Asked Questions

AI-Assisted. Researcher-Led.

Commacad tools are designed to support your research process, not replace your academic judgment. The final call is always yours. Explore the tools and use them as the structured research assistants they are meant to be.