7545: James Alexander McLennan from Banchory, Scotland
Bibliographic record
Abstract
James Alexander McLennan was my great uncle. He was born on 30/10/1891 at Banchory Ternan, Kincardineshire, Scotland, the son of William McLennan and Mary Black McLennan née McGillivray. They lived at Rosebank Cottage, Banchory Ternan.I have a photograph of James Alexander McLennan. On the back of the photograph it says he is a private in the 90 Winnipeg Rifles Canadian Force. His Attestation Paper for the Canadian Over-seas Expeditionary Force is dated September 21 1914. It says his trade is Electrician and that he previously served for 1 yr in the 77th Regt.I have his Soldier's Service Pay Book. This indicates that his trade is chemist and that he enlisted on 04/11/1915. It is dated 4/7/19 at Antwerp. Under Unit and Corps to which Soldier actually belongs it says with date 4/7/19 R.A.M.C. Number 6 Stationary Hospital with service number 81233. With date -/11/19 it says 140 field ambulance.His brothers Sidney Charles, William and Douglas George also served in the war. William died but the others survived.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.646 | 0.368 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".