Bibliographic record
Abstract
Nightingale's work on nursing is now available to scholars and general readers alike through the publication of volumes 12 and 13 in the Collected Works of Florence Nightingale. Volume 12, The Nightingale School, relates the founding of her school at St Thomas' Hospital and her guidance of its teaching for the rest of her life. Volume 13, Extending Nursing, relates the introduction of professional training and standards outside St Thomas', beginning with London hospitals and others in Britain, followed by hospitals in Europe, America, Australia and Canada. As medical knowledge progressed, nursing practice changed and Nightingale with it. Her evolving views on nursing, and on germ theory (typically misrepresented in the literature), are revealed. In this volume, editor Lynn McDonald brings to light much unknown material on the early years of the school. The crisis of its near breakdown in the early 1870s is covered, followed by the measures Nightingale brought in to improve instruction, including her mentoring relationships with emerging nursing leaders. Nursing historians may be surprised to learn that Nightingale was keeping up on best operating theatre practices in 1898. Struggles with cost-conscious hospital administrators are part of the story, as is the challenge to keep nurses safe at a time when hospitals were dangerous places. The Series and the Set The Collected Works of Florence Nightingale comprises all surviving writing of Florence Nightingale, featuring original material from over 200 archives and private collections worldwide. Known as the heroine of the Crimean War and the major founder of the modern profession of nursing, Florence Nightingale (1820-1910) is affirmed as a scholar, theorist, and social reformer of enormous scope and importance. This series demonstrates her astute use of the political process; reports on her extensive correspondence with royalty, viceroys, cabinet ministers, and international leaders; and contains a great deal of previously unpublished material--Florence Nightingale is revealed as so much more than the lady with the lamp. The Collected Works of Florence Nightingale is indispensable to scholars, and accessible and revealing to the general reader. All sixteen volumes can be purchased together at a reduced cost with the Collected Works of Florence Nightingale: The Complete Set.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".