1 February - 12 March 1789 : an annotated selection from the journals of Frances Burney (1752-1840)
Bibliographic record
Abstract
From the age of fifteen until her death, the British female novelist Frances Burney (1752--1840) kept a detailed journal. Although thousands of extant manuscript pages exist, only three inadequate editions of her journals have been published. The Burney Project at McGill University was founded in 1960 by Dr. Joyce Hemlow and is now under the direction of Dr. Lars E. Troide. The mandate of the Project is to print a critical edition of the entire, unexpurgated journals and letters of Frances Burney with scholarly annotations. As a small part of the Burney Project, my thesis selection falls within the first half of Burney's life and encompasses roughly one and a half months of her journal, from 1 February to 12 March, 1789 (MS pages 3656--3749, Berg Collection), when Burney lived at Court as an attendant to Queen Charlotte. Many of the manuscript pages in this thesis have never before been published.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.006 | 0.006 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.070 | 0.027 |
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".