Stolperstein/Stumbling Stone for Holocaust Survivor Otto Heimann/Bob Hymann, Bochum/German, Toronto/Kanada und New York, NY, USA
Bibliographic record
Abstract
The documentation tries to capture the life of Holocaust survivor Otto Heimann/Bob Hyman who spent his youth in Bochum-Langendreer, Germany, and was forced by the National Socialists to leave parents, home, and country. The documentation does not claim to give a full picture, just an insight into Otto Heimann's/Bob Hyman's life. It will be read out on June 6, 2023 in Bochum, Germany when a Stolperstein, a stumbling stone, will be place near Alte Bahnhstraße 6 in Bochum-Langendreer, Germany, to commemorate Otto Heimann/Bob Hyman, so that we and future generations may learn from history. Diese Dokumentation versucht, das Leben Bob Hymans/Otto Heimanns, der seine Jugend in Bochum-Langendreer verbrachte und von den Nationalsozialisten gezwungen wurde, Heimat und Eltern zu verlassen zu beschreiben. Die Beschreibung stellt keinen Anspruch auf Vollständigkeit und mag lücken- und fehlerhaft sein. Mögen zukünftige Interessierte diese Lücken füllen und Fehler verbessern und damit Bob Hymans Erinnerung lebendig zu halten.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.254 | 0.092 |
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".