1531: John and Robert Quay (newspaper cuttings)
Bibliographic record
Abstract
John and Christina Quay lived in Winnipeg, after emigrating from Scotland. Their three sons, Adam, John and Robert, who had all been born in Glasgow, joined the forces in Canada fairly early in the war and came to Europe. Robert was killed during 1916. He was reported missing on 10th October 1916. John died from wounds sustained at the battle of Langemarcke. Text from newspaper obituaries: "Brothers Killed on Field of Battle Two sons of Mr & Mrs C Quay, 281 Lipton Street, have been killed in action and the third is now training at Shorn Fife. Pte Robert Quay reported late last week as killed, after being on the missing since October 10th 1916. Pte John Quay who went with the first contingent attached to the 106th Regiment, died from wounds after the battle of Langemarcke. He was employed by the Canadian Northern Railway before the war. The other boy Pte Adam Quay is with a Winnipeg medical corp now at Shorecliffe. Before enlisting he worked in Winnipeg General Hospital."
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 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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.374 | 0.267 |
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".