Bibliographic record
Abstract
Editorial requesting submissions, and reporting on the shifting of many officers out of the hospital and its effect on the magazine. |File description(s):Editorial requesting submissions, and reporting on the shifting of many officers out of the hospital and its effect on the magazine. Continues editorial calling attention to and thanking contributors / poem entitled 'Old and New'. 'Some Senseless Sentences' by 'Mr. George Robey' / poem entitled 'Then and Now'. Continues from previous issues 'Evolving Edinburgh, No. 3. Edinburgh Place-Names' by 'A. J. B.'. Continues 'Evolving Edinburgh, No. 3. Edinburgh Place-Names' by 'A. J. B.'. Concludes 'Evolving Edinburgh, No. 3. Edinburgh Place-Names' by 'A. J. B.' / 'Applied Shakespeare' by ' L. D.'. Begins 'Sister Mary's Solace' by A. Nichol Bruce, R. Scots. Concludes 'Sister Mary's Solace' by A. Nichol Bruce, R. Scots / poem entitled 'Fragment' by 'M. C. R.'. 'A Message from Miss Violet Loraine' by Violet Loraine. Begins 'Billiards, By Hon. Reginald Crackem' by 'Dear Archie'. Concludes 'Billiards, By Hon. Reginald Crackem' by 'Dear Archie' / poem entitled 'Epitaph on the Tomb of a Liar' by 'L. D.'. Begins 'An Open Letter to Sonia Worst' by 'Seventy-Seven'. Concludes 'An Open Letter to Sonia Worst' by 'Seventy-Seven' / poem entitled 'Neit Akrit' by 'L. D.'. Note on the hospital chapel by R. B. Winser, C. of E. / poem entitled 'Some Thoughts' by Margie Callandar Rule. Poem entitled 'Present and Future' by 'S. R. G. S.'. Contains notes for the Officers' Club of the Criaglockhart War Hospital / railway time tables / notes from the Field Club. Concludes report on the Agriculture, Gardening and Poultry-raising Club by 'R. B. W.' / results of the lawn-tennis. Concludes discussion of the lawn-tennis / reports on 'Engineering Classes' / Arts and Crafts Club. Concludes note on Arts and Crafts Club / review of recent concerts by 'Quid Nobis Ardui'. Concludes report on recent concerts by 'Quid Nobis Ardui' / report on the library of Craiglockhart War 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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.427 | 0.293 |
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".