Nineteen Minutes of Horror: Insights from the Scorpions Execution Video
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
After the fall of Srebrenica in summer of 1995, the Scorpions unit, dispatched to support the Bosnian Serb Army as it took over the enclave, shot six men in Trnovo. The men, three of whom were underage, were some of thousands of Bosnian Muslims that fell into the hands of Bosnian Serb troops, and that were executed in the days and weeks following July 11th. A member of the unit filmed the execution. Fragments of the video were first shown during the Slobodan Milosevic trial, and multiple times in the years after, in the courtrooms in The Hague and Belgrade. The video provides unique insights into the nature of the crime, as well as the behavior of the perpetrators, and this article will discuss them in detail, contributing to what we know about Srebrenica, and how individuals are held accountable for mass atrocity crimes.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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