Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Introduction Alexandra Palmer Fashion Identity *'Very Picturesque and Very Canadian': The Blanket Coat and Anglo-Canadian Identity in the Second Half of the Nineteenth Century ? Eileen Stack* Dressing Up: A Consuming Passion ? Cynthia Cooper* Defrocking Dad: Masculinity and Dress in Montreal, 1700-1867 ? Jan Noel* The Association of Canadian Coutouriers ? Alexandra Palmer Fashion, Trade, and Consumption * Shop and Factory: The Ontario Millinery Trade in Transition, 1870-1930 ? Tina Bates*'The Work Being Chiefly Performed by Women: Female Workers in the Garment Industry in Saint John, New Brunswick, in 1871 ? Peter J. Larocque* Three Thousand Stitches: The Development of the Clothing Industry in Nineteenth-Century Halifax ? M. Elaine Mackay* Enduring Roots: Gibb and Co. and the Nineteenth-Century Tailoring Trade in Montreal ? Gail Cariou* Montreal's Fashion Mile: St Gathering Street, 1890-1930 ? Elizabeth Sifton Fashion and Transition * Dress Reform in Nineteenth-Century Canada ? Barbara E. Kelcey* Fashion and War in Canada, 1939-1945 ? Susan Turnbull Caton* Fashion and Refuge: The Jean Harris Salon, 1941-1961 ? Lydia Ferrabee Sharman Fashion and Journalism * Laced in and Let Down: Women's Fashion Features in the Toronto Daily Press, 1890-1900 ? Barbara M. Freeman* The Fashion of Writing, 1985-2000: Fashion-themed Televisions Impact on the Canadian Fashion Press ? Deborah Pulsang* A Little on the Wild Side: Baton's Prestige Fashion Advertising Published in the Montreal Gazette, 1952-1972 ? Katherine Bosnitch
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.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.011 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 it