Bibliographic record
Abstract
Stan van Zyll de Jong as curator at the National Museum of Natural Sciences (now Canadian Museum of Nature) about 1983 Constantinus (Stan) van Zyll de Jong was born in Bandung, Java, Netherlands East Indies (now Indonesia), 7 May 1934, of Dutch colonial parents. Stan's grandfather owned a tea plantation on Java, his father was an engineer for the Dutch government in the East Indies, and his mother, the daughter of a Dutch Reform Church minister, met and married Stan's father in the East Indies. During World War II, the family was interned by the Japanese. After the war, the family returned to the Netherlands. Stan graduated from high school in the Netherlands in 1954, then briefly served with the Royal Dutch Marines. In 1956, Stan and his older brother left the Netherlands and immigrated to British Columbia, where Stan worked at a variety of labor jobs including a brief stint as a ‘chokerman’ in a logging crew on Vancouver Island. He attended the Ontario Agricultural College (now the University of Guelph), graduating in 1961 with a B.S.A. degree in Wildlife Management. Van Zyll de Jong obtained his M.S. degree from the University of Alberta in 1963. …
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.040 | 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".