Thorburn Brailsford Robertson: Brilliant Scientist, Innovator and Australia’s First Professor of Biochemistry
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
Thorburn Brailsford Robertson (1884–1930) was educated in Adelaide and held appointments at the University of California, Berkeley (where he completed his PhD in 1907), and the University of Toronto before taking up his appointment at Adelaide in 1919 as Australia's first Professor of Biochemistry. In his research on the biochemical basis of growth and senescence he discovered in pituitary tissue a growth factor he called Tethelin. He made important contributions to the fabric and collegiality of the University of Adelaide. Amongst his many scientific contributions he was the first person outside Canada to prepare insulin, a project taken up by the Commonwealth Serum Laboratories. In 1927 he became the first Chief of the Division of Animal Nutrition in the Council for Scientific and Industrial Research, for whom he investigated sheep nutrition and wool growth.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.009 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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