Joseph Soames to M.E. O'Brien, 2nd January 1893. IE TCD MS 9385/1290
Bibliographic record
Abstract
IE TCD MS 9385/1290: Letter from Joseph Soames, Soames Edwards, 58 Lincoln's Inn Fields, London, England to Matthew Evanson O'Brien dated 2nd January 1893 informing him that there are no outstanding payments due to him: "I am in receipt of your letters and telegram but I do not make out that there is any balance due to you. You will recollect that I wrote you on the 27th October last enclosing you a cheque for £50 which I then stated would about balance the [?] and called your attention to one or two items which I said you might possibly be able to explain. You promised in a letter of the 28th October to call upon me to afford me some explanation but this you have not done. Consequently the matter stands precisely as it did when I wrote since which date nothing further has accrued due". Dublin-born Matthew Evanson O'Brien (1842-1911) was a lawyer; he died and was buried in Wetaskiwin Cemetery, Wetaskiwin, Edmonton, Alberta, Canada. Joseph Soames was the solicitor for the Times newspaper for the Parnell Special Commission proceedings.
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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 | 0.000 | 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 | 0.002 | 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) | 0.504 | 0.278 |
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".