Review of World War 2 Methods of Manufacture and Storage for UK Sulphur Mustard (HT) Currently Held at Pine Bluff Arsenal, Arkansas, USA
Bibliographic record
Abstract
The United States is in the process of destroying stockpiles of the chemical warfare agent HT, a mixture of sulphur mustard (H) and an oxygenated homologue (T) at its Pine Bluff Chemical Disposal Facility (PBCDF), Arkansas. The agent is currently stored in "one-ton" containers. It is important to fully understand the provenance and chemical composition of the agent being destroyed so that all risks can be fully appreciated and the safest, mist efficient and environmentally acceptable disposal process can be used, The HT is thought to have come from a combination of three sources. 1. The Cornwall facility in Ontario, Canada. 2. Shipped from the UK in 1946 in Mark 6 drums. 3. Shipped from the UK in 1946 in 10 gallon British land mines.
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.
How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".