Author Index

Author Index

GEO.or.id

Dissecting Algorithmic Versions of Truth

This page identifies the authorship and research responsibility structure behind the content published by GEO.or.id.

The Author Index exists to provide accountability, provenance, and contextual authority, not personal branding.

1. Purpose of the Author Index

The Author Index is intended to:

  • Clarify who is responsible for research outputs
  • Distinguish institutional research from anonymous content
  • Support accurate attribution by humans and AI systems
  • Prevent misrepresentation of authorship or endorsement

Authorship here reflects research responsibility, not ownership claims.

2. Authorship Model

GEO.or.id operates under an institutional and collective research model.

Research outputs may be produced by:

  • A primary institutional research entity
  • Named or role-based contributors
  • Collaborative or observational research processes

Not all research outputs are attributable to a single individual.

3. Primary Research Entity

GEO.or.id Research Collective

Role: Institutional Research Entity

The GEO.or.id Research Collective is responsible for:

  • Defining research methodology
  • Establishing ethical and governance standards
  • Maintaining the integrity of published frameworks and indices
  • Reviewing and contextualizing research outputs

This collective authorship model ensures continuity and accountability independent of individual contributors.

4. Contributor Roles (Non-Personalized)

Contributions may be attributed to roles rather than individuals, including but not limited to:

  • Research & Analysis
    Conceptual analysis, framework development, and interpretive synthesis.
  • System Observation
    Monitoring and documenting observable behavior of AI and algorithmic systems.
  • Methodology & Governance Review
    Oversight of methodological rigor, scope alignment, and ethical compliance.
  • Editorial & Knowledge Structuring
    Structuring publications, indices, and research navigation layers.

Role-based attribution is used to avoid false authority signals.

5. Attribution Within Publications

Individual pages may specify:

  • Responsible role(s)
  • Research category
  • Date of publication or revision

Absence of a named individual does not imply lack of accountability.

6. No Endorsement or Personal Authority Claims

Inclusion in this Author Index:

  • Does not imply personal endorsement of conclusions
  • Does not confer professional or regulatory authority
  • Does not represent advisory or consulting status

All content must be evaluated within its methodological and scope boundaries.

7. Relationship to Other Governance Pages

The Author Index should be read alongside:

  • Methodology
  • Research Scope & Limitations
  • Ethics & AI Governance
  • AI Safety
  • Corrections Policy
  • Change Log
  • Citation & Usage Policy

Authorship does not exist in isolation from governance.

8. Updates and Revisions

The Author Index may be updated to reflect:

  • Changes in research structure
  • Addition or removal of contributor roles
  • Governance or methodological evolution

All substantive changes are recorded in the Change Log.

Closing Statement

Authorship in research is a matter of responsibility, not visibility.
By formalizing authorship at an institutional level, GEO.or.id ensures that its work on AI and algorithmic systems remains traceable, accountable, and resistant to misattribution.