Bibliographic record
Abstract
The attached image is of a large handkerchief, 47Cm (18.5 inches) square, possibly silk, which includes the music and words of "It's a long, long way to Tipperary". For a number of years it was used to wrap my Grandfather's medals which were kept in a Princess Mary Christmas Gift Box (possibly the one he was given).Probably designed pre '17 as the Allied flags includes that of Russia, but not that of the USA. The text below the music (in red) gives: "By kind permission of B. Feldman & Co 2, 3 & 4 Arthur St. New Oxford St. London WC". (Feldman was a British music publisher who bought the rights).The outer boarder is of interlinked shamrocks, and each corner contains a Victoria Cross. The flag boarders, which contains several flag designs which are no longer in use, are, I believe, as follows (some of the detail, even on the handkerchief itself ,is, unfortunately, not that clear):Bottom row (Left -Right): New Zealand & Canada (or South Africa), British Naval Ensign & India, South Africa (or Canada) & Australia which is then repeated. Top row: As bottom row, but order reversed. Left hand side (Top to bottom): Ireland, Wales, England (English Standard) and Scotland (Scottish Standard) repeated twice.Right hand side: As left hand side, but order reversed. Crossed with the Union Flag to the right & left of the music & words are: To the right: France and Belgium. To the left: Japan and Russia.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.933 | 0.857 |
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".