ChatGPT vs DeepSeek vs Gemini: Publication Ethics

Prompt
Publication ethics - authorship, conflicts of interest, retraction
ChatGPTOpenAI
Publication ethics - authorship, conflicts of interest, retraction

Certainly! Here is an overview of key concepts related to publication ethics, specifically focusing on authorship, conflicts of interest, and retraction:

1. Authorship


Definition:
Authorship refers to the acknowledgment of individuals who have made substantial intellectual contributions to a published work.

Ethical Guidelines:

  • Criteria for Authorship: The International Committee of Medical Journal Editors (ICMJE) recommends that authorship be based on all the following:

  • Substantial contributions to the conception, design, acquisition, analysis, or interpretation of data

  • Drafting or critically revising the manuscript for important intellectual content

  • Final approval of the version to be published

  • Agreement to be accountable for all aspects of the work

  • Avoiding Gift, Guest, or Ghost Authorship:

  • Gift authorship: awarding authorship to someone who has not contributed substantially

  • Guest authorship: including influential people to increase the chance of publication

  • Ghost authorship: omission of individuals who contributed significantly, often professional writers

  • Order of Authors: Should be decided based on level of contribution and agreed upon by all authors.


2. Conflicts of Interest (COI)


Definition:
A conflict of interest occurs when personal, financial, or professional affiliations could influence or appear to influence the objectivity, integrity, or interpretation of the research.

Types of COI:

  • Financial (e.g., funding, stock ownership, consulting fees)

  • Personal relationships or rivalries

  • Academic competition

  • Intellectual bias


Ethical Guidelines:
  • Authors, reviewers, and editors must disclose any potential conflicts of interest.

  • Disclosure allows readers and stakeholders to assess the research in context.

  • Journals often require COI statements during submission.


3. Retraction


Definition:
Retraction is the withdrawal of a published paper from the scientific record due to serious issues undermining the integrity or validity of the work.

Common Reasons for Retraction:

  • Research misconduct (fabrication, falsification, plagiarism)

  • Serious errors that invalidate conclusions

  • Ethical violations (e.g., lack of informed consent, undisclosed COI)

  • Duplicate publication or redundant publication


Process and Ethics:
  • Retractions should be clearly labeled and linked to the original article.

  • The goal is to correct the literature and alert readers, not to punish authors.

  • Authors should cooperate with investigations and correction processes.

  • Journals and institutions typically handle retraction notices.



If you would like, I can provide more detailed guidelines from specific organizations or examples of cases related to these topics.

10:43
DeepSeekDeepSeek
Publication ethics - authorship, conflicts of interest, retraction

Of course. This is a critical and complex area of academic and scientific publishing. Here is a comprehensive overview of publication ethics covering authorship, conflicts of interest, and retraction.

Introduction to Publication Ethics

Publication ethics are the principles and standards that guide the publication process. They are essential for:

  • Maintaining Integrity: Ensuring the trustworthiness of the scientific record.

  • Giving Credit: Properly attributing work to those who contributed.

  • Preventing Harm: Avoiding the dissemination of erroneous or fraudulent data.

  • Promoting Fairness: Ensuring a transparent and equitable process for all involved.


Key guidelines are provided by organizations like the Committee on Publication Ethics (COPE), the International Committee of Medical Journal Editors (ICMJE), and the World Association of Medical Editors (WAME).


1. Authorship

The core ethical challenge in authorship is determining who gets credit and in what order.

A. Criteria for Authorship


The most widely accepted standard is the ICMJE Recommendations, which state that an author must meet all four of the following criteria:
  • Substantial contributions to the conception or design of the work; or the acquisition, analysis, or interpretation of data for the work; AND

  • Drafting the work or revising it critically for important intellectual content; AND

  • Final approval of the version to be published; AND

  • Agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.


Anyone who does not meet all four criteria should not be listed as an author.

B. Common Authorship Issues


  • Ghost Authorship: When an individual who made a significant contribution (e.g., a researcher, a medical writer employed by the sponsor) is not listed as an author. This is often done to hide industry involvement.

  • Gift/Honorary Authorship: Granting authorship to someone who did not contribute significantly (e.g., a senior professor, a department head) to improve the paper's chances of acceptance or as a courtesy. This dilutes the credit for those who did the actual work.

  • Guest Authorship: Similar to gift authorship, where a well-known name is added to lend credibility, despite minimal contribution.

  • Disputes over Author Order: The order of authors should reflect their relative contribution. The first author typically did the bulk of the work and wrote the manuscript. The last author is often the principal investigator or senior supervisor who secured funding and oversaw the project. Middle authors are listed in descending order of contribution. Disagreements must be resolved by the contributors before submission.


C. Best Practices


  • Discuss authorship early: Have a conversation at the start of the project about roles and expectations.

  • Use a contributorship model: Some journals now require a description of each author's specific contributions.

  • Corresponding Author's Role: This person is the primary point of contact and is responsible for ensuring all authors have reviewed and approved the final manuscript.



2. Conflicts of Interest (COI)

A conflict of interest exists when a professional's judgment concerning a primary interest (e.g., the validity of research) may be unduly influenced by a secondary interest (e.g., financial gain, personal relationships, or academic rivalry).

A. Types of COI


  • Financial: The most obvious type. Includes:

  • Research grants from companies with a stake in the outcome.

  • Employment or consultancy fees.

  • Stock ownership or stock options.

  • Patents.

  • Speaker's bureaus or honoraria.

  • Non-Financial:

  • Personal: Family relationships, close friendships, or personal animosity.

  • Academic: Intellectual biases, commitment to a specific theory, or competition with other researchers.

  • Political or Religious: Beliefs that could influence the interpretation of data.


B. Why Disclosing COI is Crucial


  • Transparency: Allows readers, reviewers, and editors to assess the work with full knowledge of the context.

  • Trust: It does not imply that the research is biased, but it builds trust by demonstrating the authors have nothing to hide.

  • Mandatory: Most reputable journals require a formal declaration of interests from all authors and reviewers.


C. Management of COI


Disclosure does not automatically disqualify a paper. Management strategies include:
  • Publishing the disclosure statement alongside the article.

  • Having the research design and data analysis handled by an independent party.

  • Ensuring peer reviewers are also free of conflicts related to the manuscript.



3. Retraction

A retraction is a mechanism for correcting the published literature and alerting readers that a paper is so seriously flawed that its findings or conclusions are no longer reliable.

A. Grounds for Retraction


According to COPE guidelines, retractions are typically issued in cases of:
  • Unreliable Findings:

  • Clear evidence that the findings are unreliable (e.g., due to error or fabrication).

  • Plagiarism (the theft of another's work and ideas).

  • Research misconduct (e.g., data fabrication or falsification).

  • Redundant Publication: The findings have previously been published elsewhere without proper cross-referencing or justification (self-plagiarism).

  • Unethical Research: The research involved ethical violations (e.g., no ethical approval for human/animal subjects).

  • Major Authorship Issues: Such as ghost, gift, or guest authorship that violates authorship criteria, or an undisclosed major COI that could have influenced the results or their interpretation.


B. The Retraction Process


  • Identification: A problem is identified by a reader, reviewer, author, or through editorial checks.

  • Investigation: The journal editor investigates the concern, which may involve contacting the authors' institution.

  • Decision: If the grounds are confirmed, the editor decides to retract the article.

  • Notice Publication: A formal retraction notice is published. This notice is:

  • Linked: Clearly linked to the original article (and vice-versa).

  • Identifiable: Clearly labeled as a "Retraction."

  • Open Access: Made freely available to all readers.

  • Explanatory: States who is retracting the article and the reason for the retraction.

  • Objective: Written in a factual tone, avoiding inflammatory language.


C. The Purpose of Retraction


The goal is correction, not punishment. It protects the integrity of the scientific record by removing or flagging unreliable information, preventing other researchers from building on a flawed foundation.

Summary

Ethical AreaCore PrincipleCommon ViolationsBest Practice
AuthorshipCredit based on substantial intellectual contribution.Gift, ghost, and guest authorship; order disputes.Use ICMJE criteria; discuss authorship early.
Conflicts of InterestTransparency over potential biases.Undisclosed financial ties; unreported personal/academic rivalries.Full disclosure to the journal and in the publication.
RetractionCorrecting the scientific record.Covering up honest errors; failure to retract fraudulent work.Prompt, transparent, and linked retraction notices.

Adherence to these ethical standards is not just a bureaucratic hurdle; it is the foundation of public trust in science and the mechanism for ensuring that the published record is a reliable resource for future research and application.

10:43
GeminiGoogle
Publication ethics - authorship, conflicts of interest, retraction

Okay, let's break down publication ethics with a focus on authorship, conflicts of interest, and retraction. These are crucial aspects of maintaining the integrity of scientific and scholarly work.

I. Authorship

Authorship determines who is credited for a published work and who is accountable for its content. It's not just about who wrote the first draft; it reflects significant intellectual contribution.

  • Core Principles of Authorship:

  • Substantial Contribution: Each author should have made substantial contributions to the conception, design, execution, or interpretation of the research.

  • Drafting and Revision: Authors should have participated in drafting the work or revising it critically for important intellectual content.

  • Final Approval: Authors should approve the final version of the work to be published.

  • Accountability: Authors should be accountable for all aspects of the work, ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

  • Common Authorship Issues:

  • Ghost Authorship: Someone makes significant contributions but is not listed as an author (often a paid writer from a pharmaceutical company). This is unethical.

  • Guest Authorship (Honorary Authorship): Someone is listed as an author despite making little or no contribution. This is often based on seniority or perceived influence. This is also unethical.

  • Gift Authorship: Similar to Guest Authorship

  • Authorship Order Disputes: Disagreements about the order of authors can be a major source of conflict. The order should reflect the relative contributions of each author. It's best to discuss and agree on this early in the research process.

  • Failure to Include All Contributors: Omitting someone who meets the authorship criteria is unethical. They should at least be acknowledged.

  • Authorship Criteria (Various Organizations' Guidelines - Examples):

  • ICMJE (International Committee of Medical Journal Editors): The ICMJE's criteria are widely used in biomedical research. They state that authorship should be based on all four of the following criteria:

  • Substantial contributions to the conception or design of the work; or the acquisition, analysis, or interpretation of data for the work; AND

  • Drafting the work or revising it critically for important intellectual content; AND

  • Final approval of the version to be published; AND

  • Agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.


In addition to being accountable for the parts of the work he/she has done, an author should be able to identify which co-authors are responsible for specific other parts of the work. Also, authors should have confidence in the integrity of the contributions of their co-authors.
  • COPE (Committee on Publication Ethics): COPE provides guidance on ethical issues in publishing and supports editors in dealing with misconduct. They don't have specific authorship criteria per se, but their guidelines emphasize the importance of responsible research practices and transparency.

  • Addressing Authorship Issues:

  • Early Discussion: Discuss authorship criteria and order at the beginning of a project.

  • Document Contributions: Keep a record of who did what.

  • Use Authorship Forms: Some journals require authors to complete forms that detail each author's contributions.

  • Consult Institutional Policies: Check your institution's policies on authorship.

  • Mediation: If disputes arise, consider seeking mediation from a senior researcher or an institutional ethics committee.


II. Conflicts of Interest (COI)

A conflict of interest exists when an author's personal, financial, or professional interests could potentially bias or unduly influence their research, interpretations, or publications. It's important to note that having a conflict of interest is not inherently unethical. The ethical problem arises when conflicts of interest are not disclosed or are managed improperly.

  • Types of Conflicts of Interest:

  • Financial Conflicts: These are the most common. Examples include:

  • Funding from a company whose products are being evaluated in the research.

  • Stock ownership in a company related to the research.

  • Consulting fees from a company related to the research.

  • Patent royalties related to the research.

  • Travel funding from an interested party.

  • Personal Conflicts: Relationships with individuals or organizations that could bias the research. Examples include:

  • Family members working for a company related to the research.

  • Close personal relationships with competitors.

  • Strong advocacy for a particular viewpoint.

  • Professional Conflicts: Competing professional interests that could bias the research. Examples include:

  • Serving on the board of a company related to the research.

  • Being involved in a competing research project.

  • Having a strong allegiance to a particular theory or methodology.

  • Institutional Conflicts: Conflicts that arise at the institutional level, such as when the university has a financial stake in the outcome of the research.

  • Disclosure of Conflicts of Interest:

  • Transparency is Key: Authors must disclose all potential conflicts of interest to the journal editor and, in some cases, to the readers.

  • Disclosure Statements: Journals typically require authors to include a conflict of interest statement in their manuscript.

  • Honesty and Completeness: Disclosures should be honest and complete, including all relevant information.

  • Managing Conflicts of Interest:

  • Disclosure: The most important step is disclosure.

  • Peer Review: Editors and reviewers should be aware of any disclosed conflicts of interest and take them into account when evaluating the manuscript.

  • Independent Review: In some cases, an independent review of the data or analysis may be necessary.

  • Recusal: Authors, editors, or reviewers with significant conflicts of interest may need to recuse themselves from the process.

  • Data Transparency: Making data and analysis code publicly available can help to mitigate concerns about bias.

  • Blinding: In some studies, it may be possible to blind the researchers to the identity of the treatment or intervention.

  • Why Disclosure is Important:

  • Maintains Trust: Disclosure helps maintain trust in the scientific process.

  • Allows for Informed Interpretation: Readers can assess the potential impact of conflicts of interest on the research.

  • Promotes Objectivity: Disclosure encourages authors to be more objective in their research and reporting.


III. Retraction

Retraction is the process of withdrawing a published article from the scientific literature. It's a serious action taken when there are significant flaws in the research that invalidate the findings or when there has been misconduct.

  • Reasons for Retraction:

  • Scientific Misconduct:

  • Data Fabrication: Making up data or results.

  • Data Falsification: Manipulating research materials, equipment, or processes, or changing or omitting data or results such that the research is not accurately represented in the research record.

  • Plagiarism: Presenting someone else's work (text, ideas, data) as your own without proper attribution.

  • Honest Error:

  • Major Errors: Significant errors in the methodology, data analysis, or interpretation that invalidate the findings.

  • Irreproducible Results: The results cannot be replicated by other researchers.

  • Duplicate Publication: Publishing the same data or findings in multiple journals without proper cross-referencing or permission.

  • Ethical Violations: Violations of ethical guidelines, such as failure to obtain informed consent or approval from an institutional review board.

  • Breach of Confidentiality: Disclosing confidential information.

  • The Retraction Process:

  • Identification of the Problem: The problem may be identified by the authors, editors, reviewers, or readers.

  • Investigation: The journal editor or the institution of the authors conducts an investigation to determine the validity of the concerns.

  • Decision: Based on the investigation, the journal editor decides whether to retract the article.

  • Retraction Notice: If a retraction is warranted, the journal publishes a retraction notice. This notice should:

  • Clearly state that the article is being retracted.

  • Explain the reason for the retraction.

  • Identify the original article.

  • Be linked to the original article.

  • Marking the Original Article: The original article is typically marked as "retracted" in the online database. It remains accessible, but readers are clearly informed that it has been retracted and the reason for the retraction.

  • Importance of Retraction:

  • Corrects the Scientific Record: Retraction removes flawed or fraudulent information from the scientific literature.

  • Protects the Integrity of Science: Retraction sends a message that scientific misconduct will not be tolerated.

  • Prevents Misleading Research: Retraction prevents other researchers from building on flawed or fraudulent findings.

  • Maintains Public Trust: Retraction helps maintain public trust in science.

  • Consequences of Retraction:

  • Damage to Reputation: Retraction can damage the reputation of the authors and their institution.

  • Loss of Funding: Authors may lose funding opportunities.

  • Legal Action: In some cases, retraction may lead to legal action.


Key Takeaways:
  • Be Proactive: Address ethical issues early in the research process.

  • Know the Guidelines: Familiarize yourself with the ethical guidelines of your field and the journals to which you submit.

  • Be Transparent: Disclose all potential conflicts of interest.

  • Be Accountable: Take responsibility for the integrity of your research.

  • Seek Guidance: If you are unsure about an ethical issue, seek guidance from a senior researcher, an ethics committee, or the journal editor.


I hope this comprehensive overview is helpful. Let me know if you have any specific questions or want to delve deeper into any of these areas!

10:43

Analysis

This comparison demonstrates the different approaches each AI model takes when responding to the same prompt. Here are the key differences observed:

Response Characteristics

ChatGPT: Provides a detailed response with 20 sentences.

DeepSeek: Provides a direct response with 108 sentences.

Gemini: Provides a detailed response with 105 sentences.

Key Takeaways

  • Each model brings unique strengths to this type of query
  • Response styles vary significantly between models
  • Consider your specific use case when choosing between these models

Try This Comparison Yourself

Want to test these models with your own prompts? Visit SNEOS.com to compare AI responses side-by-side in real-time.


This comparison was generated using the SNEOS AI Comparison ToolPublished: October 01, 2025 | Models: ChatGPT, DeepSeek, Gemini