56038: The Hydra: 28th April 1917
Bibliographic record
Abstract
Photograph of Craiglockhart War Hospital / 'The Hydra' Table of Contents. |File description(s):Photograph of Craiglockhart War Hospital / 'The Hydra' Table of Contents. Advertisement for Edinburgh jewelers. Photograph and advertisement for Edinburgh photographer. Advertisement for Edinburgh purveyor of cigarettes / 'Advertisers' Map'. Introductory note detailing literary and economic plans for the future of the new journal. 'Notes and News' detailing plans to run a segment on Bowhill Red Cross Hospital / a visit from the Premier of Canada, Sir Robert Laird Borden to the hospital / questions as to the disappearance of the photographic club / 'A London Rumour' / the gardeners / poultry keeping / the Debating Society. Continues 'Notes and News' concluding the note on the debating society / the location of books owned by 'The Hydra' / report on billiards / badminton and lawn tennis. Concludes 'Notes and News' on badminton and lawn tennis / poem entitled 'Edinburgh' by 'Cockney, Bowhill' / parody entitled 'Marcus Aurelius in Hospital' by 'J. W. O'C. W'. Contains a cartoon entitled 'The Widows Cruse or Discover of Chicken Broth for Hospitals' / a poem entitled 'The Major' by 'J. L. T.' / acknowledgements of recent donations to the Craiglockhart War Hospital. Concludes parody entitled 'Marcus Aurelius in Hospital' by 'J. W. O'C. W' / poem entitled 'Waiting' by 'J. W. O'C. W' / Short story entitled 'A Phantasmagoria' by 'Celt'. Concludes 'A Phantasmagoria' by 'Celt' / begins article entitled 'The Open Road' by 'X'. Concludes article entitled 'The Open Road' by 'X' / review of a recent concert by 'Peas Blossom'. Advertisement for Edinburgh purveyors of sporting eqipment. Advertisements for Edinburgh purveyors of photographic equipment and eyeglass lenses. Advertisement for Edinburgh tailors. Advertisement for Edinburgh purveyors of musical instruments.
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 | 0.001 |
| 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 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.564 | 0.312 |
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".