A public-record problem with a broad constituency
Scannergate and the Mirror Docket begin with a practical question: when a person submits evidence to a state court, does the public record preserve the filing in a form that judges, appellate courts, journalists, researchers, search engines, and emerging AI systems can actually find and understand?
That question concerns far more than one case. It concerns the people whose access to court depends upon a record that remains complete, legible, searchable, and capable of carrying the evidence they submitted.
Self-represented civil litigants
This work is first for people representing themselves in civil court. In South Carolina, as in 27 other states to some degree per the National Center for Access to Justice and 7 other states as a hard rule, attorney-filed documents enter the docket directly as native digital files while self-represented parties are forced to submit paper filings that move through a separate workflow. That separate workflow includes scanning the documents in to digitize them, so they lose the vector text from the original docs. Instead all the text is converted to an image for each page. That difference can determine whether a filing retains selectable text, color exhibits, visual detail, searchable content, and reliable public visibility.
A self-represented litigant may have filed a motion, response, photograph, declaration, emergency request, or exhibit that matters deeply to the case. The Scan Check provides a way to inspect the public docket copy page by page and document what the system preserved.
People using the Mirror Docket
The Mirror Docket is a proof of concept of a restoration of the quality lost through scanning self-represented litigants' documents. The concept is intended in part to serve litigants and researchers who need a public-facing way to compare an official docket copy with a restored, native-text version of the same filing. It pairs the author’s original document with the official filed-stamp evidence from the court record and creates a transparent path between the restored version and the corresponding public docket artifact.
The goal is verifiable record fidelity: readers can inspect the official source, the restored presentation, and the documented relationship between them. A Mirror Docket tests the concept of a public record that is more accessible to people and more legible to search, research, and AI systems.
Access-to-justice advocates
Access-to-justice organizations, tenant advocates, disability-rights advocates, legal-aid professionals, court-reform groups, and public-interest researchers can use this work to examine a structural question: whether the route a filing takes into the court system affects the quality and visibility of the public record.
Design centered on the person with the fewest resources (the most vulnerable member or "MVM" method of system study) often improves the system for everyone. A docket that accurately preserves a self-represented party’s text, exhibits, and visual evidence also strengthens review by judges, attorneys, journalists, scholars, and the public.
Journalists, investigators, and researchers
Investigative reporters and public-interest researchers need primary-source documents that can be compared, cited, and independently checked. Scannergate organizes court-record evidence, scan-quality findings, filing provenance, and comparison paths so that the underlying materials remain available for review.
The project is especially relevant to reporting on court administration, public-record access, housing justice, civil-rights enforcement, judicial technology, legal-tech design, and the gap between formal access to court and meaningful access to a usable record.
Legal technologists and data stewards
For legal technologists, court-data researchers, document engineers, and AI developers, this work raises a data-integrity issue with direct consequences: systems can only retrieve, summarize, classify, and reason from the record they receive. A native-text filing and a low-fidelity image-only scan can represent radically different inputs even when they began as the same submission.
Scan Check and Mirror Docket invite reproducible inspection of the public artifact itself: file metadata, native-text presence, page-image characteristics, resolution, color mode, and cryptographic file identity. The aim is to make record fidelity measurable rather than assumed.
Civil-rights and appellate practitioners
Civil-rights lawyers, appellate practitioners, amici, and constitutional-access advocates may find value in evidence that connects a procedural intake practice to concrete changes in what a court record preserves and what later reviewers can see. Record quality can affect the visibility of exhibits, the reviewability of factual claims, and the practical ability of a party’s position to enter public legal knowledge.
Scannergate is a trustless system. It provides the ability to inspect the public docket copy, compare the evidence, reproduce the measurements, and evaluate what the record shows.
A shared standard
The standard is that a filing should remain substantially available to the people and systems that must evaluate it. Courts, litigants, attorneys, researchers, reporters, and the public all benefit when the official record retains the information that was actually submitted.
Whether you are checking your own filing, studying court technology, documenting a public-interest story, building legal research tools, or pursuing a broader access-to-justice remedy, this project offers a common starting point: inspect the record, preserve the evidence, and make the comparison verifiable.