Corporate Responsibility for Transnational Human Rights Violations under German Criminal Law – Review and Outlook
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Time and again, cases come to light in which companies in unstable regions have participated in crimes, including human rights violations. However, the economic power over these companies is regularly geographically distant, anchored in the stable regions of the world, e.g. in a corporate headquarters located in Europe, the USA, Canada or Australia, where the economic profit ultimately accrues. Starting from this imbalance, the present essay examines the question of the criminal (co-)responsibility of these power holders using the example of the German legal system. It becomes apparent that the concept of criminal law, which is still based almost exclusively on individual responsibility, leads to deficits in the investigation of the most serious economically driven crimes. Despite this need for reform, however, even de lege lata a top management based in Germany can be held (jointly) liable for distant crimes under the concept of "principal’s criminal liability" (“Geschäftsherrenhaftung”).”
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it