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
EMILY CARR WAS A DEDICATED ARTIST AND WRITER. S h e w a s not a very politically or socially conscious person. Raised in cultivated gentility and respectability, as an adult she lived on inherited capital as a rentier and small-scale entrepreneur involved in private teaching, dog breeding, and souvenir making. She even speculated a little in real estate. Aside From contractual teaching in private schools for a few years in Vancouver (and working as a decorator in California), she never had a job. Indeed, the thought of entering the labour fojfce as public school teacher, for example, or stenographer, retail clerk, teller, or telephone operator was one she never seems to have entertained. Her unmarried sisters were similarly independent, Alice running her own elementary school classes and Lizzy being a physiotherapist. Carr was, all her idiosyncrasies and eccentricities aside, a woman of conservative temperament. She did do some politically charged cartoons for the Western Women s Weekly, a women's rights magazine, but otherwise her comments on the economic order, on class relations, and on political questions are very rare. We have no idea how, after women received the franchise, she cast her vote in any election (or, indeed, whether she voted at all). Few public events national, provincial, or municipal seem to have troubled her. World wars enter her concerns, of course, as did recessions, for they affected the rents she received. We know that she had harsh words for the single unemployed men who occupied the Vancouver Art Gallery in 1938, but, had it not been the gallery they
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.019 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it