Start a project

← Back to the AI Code RadarSource-backed repository dossier

Objection management

uba-ki-lab/objection-management

Public repository

This dossier retains every exact technology reference observed at one public commit. Descriptions are displayed for context and never create evidence.

Published source evidence does not prove deployment, procurement, productive use or organizational ownership beyond what the source explicitly states.

GitLab project ID + commit SHA + exact file path

5evidence rows

5technologies

mainobserved branch

presentpubliccode.yml

Exact published evidence

Files and identities in this repository

Every row keeps the exact source path and commit SHA. Open the source to inspect the evidence in its original context.

manifest_dependency · direct declarationpyproject.toml

Exact identityAcceleratepypi:accelerate

Version>=1.2.15c1425bf99

Open exact source ↗

manifest_dependency · direct declarationpyproject.toml

Exact identityDSPypypi:dspy

Version>=2.5.435c1425bf99

Open exact source ↗

manifest_dependency · direct declarationpyproject.toml

Exact identityscikit-learnpypi:scikit-learn

Version>=1.6.15c1425bf99

Open exact source ↗

manifest_dependency · direct declarationpyproject.toml

Exact identitySentence Transformerspypi:sentence-transformers

Version>=3.3.15c1425bf99

Open exact source ↗

manifest_dependency · direct declarationpyproject.toml

Exact identityXGBoostpypi:xgboost

Version>=2.1.35c1425bf99

Open exact source ↗

Stable profile

Machine-readable identity and observation window

GitLab project ID: 4112
Namespace: uba-ki-lab/objection-management
Observed commit: 5c1425bf9990cf12c5ae8ada47d249710703af18
Default branch: main
First observed: 18 Jul 2026
Last observed: 18 Jul 2026
Last GitLab activity: 13 Jan 2025

Open repository ↗Open commit ↗

Interpretation boundary

What this page can—and cannot—show

The page is a deterministic projection of official public GitLab data. A missing row means not observed within the bounded files and checkpoint, not absent in reality.

Retrieval, parsing and publishing use no generative AI model.Open official source ↗

i6eal (2026): Objection management — source-backed AI code evidence dossier, data state 18 Jul 2026. https://i6eal.de/en/tools/ki-code-radar/repository/opencode-4112/

Reading this dossier

Does this dossier prove productive use?

No. It documents only an exact technology reference published in code at an observed commit.

Why are the commit SHA and file path retained?

Together with the stable GitLab project ID, they make every displayed finding inspectable and resistant to later repository changes.

What does a missing version mean?

The exact identity was observable, but the inspected source did not publish a version that the deterministic parser could retain.

Need a permanent evidence trail for another public dataset?

Discuss a data project Explore all tools

Related tools

Useful next steps

These tools complement the current result.

MonitorGerman public-sector AI registerWhere does German public administration already use AI? Search published system profiles from federal, state and municipal bodies, with lifecycle, governance fields, stable identifiers and original evidence.IndexAI Procurement & Supplier IndexWhich AI contracts does the public sector award, who wins, and which technology dependencies are explicitly disclosed? Procurement updates daily from TED and oeffentlichevergabe.de; suppliers use exact source IDs only.MonitorPublic AI signal chronicleSee what actually changed across public AI data: new projects, updated evidence and corrections in an append-only chronicle with observation time, source identifier and direct link.