Bibliographic record
Abstract
In Chanel: Intimate Life, acclaimed biographer Lisa Chaney tells the controversial story of the fashion icon who starred in her tumultuous era. Coco was many things to many people. Raised in emotional and financial poverty, she became one of the defining figures of the twentieth century. She was mistress to aristocrats, artists and spies. She broke rules of style and decorum, seducing both men and women, yet in her work expected the highest standards. She took a 'plaything' and turned it into a global industry which defined the modern woman. Filled with new insights and thrilling discoveries, Lisa Chanel provides the most defining and provocative portrait yet. Chaney's research is laudable, uncovering fresh details of Chanel's well-trodden rag trade to riches story. (Evening Standard). An unflinching examination of the historically inscrutable designer. (Vogue). Lisa Chaney has lectured and tutored in the history of art and literature, made TV and radio broadcasts on the history of culture, and reviewed and written for journals and newspapers, including Sunday Times, the Spectator and the Guardian. She is the author of two previous biographies: Elizabeth David and Hide-and-Seek With Angels: The Life of J.M. Barrie.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.022 | 0.012 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.022 | 0.003 |
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".