Sam Schryver Oral History Interview
Bibliographic record
Abstract
Oral history interview with Holocaust survivor Sam Schryver. Schryver was born in Amsterdam in 1922. Immediately after the Germans invaded, he joined the Dutch resistance; his main activities were providing other people with ration cards and assisting them in other ways. Schryver had several close calls with the Nazis while in the resistance, on one occasion escaping from an interrogation. In 1943 he went to The Hague, where he, his sister, and another girl were in hiding until January 1945, when they were finally captured and sent to Westerbork. On April 11, 1945, after hearing artillery fire from the approaching Allies, Schryver escaped from the camp and reached the 6th Canadian Infantry Brigade, where he convinced their commander, Jean Victor Allard, not to bombard the camp. After the war, Schryver worked for a Jewish organization that was trying to reunite hidden children with their families. In 2000, he was knighted by the Queen of Holland for his part in saving the prisoners at Westerbork. He is a frequent speaker at the Florida Holocaust Museum and at local schools.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.054 | 0.007 |
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 source (direct Gemma or distilled Codex), 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".