A World without Chocolate: Grocery Purchases at Some Upper Canadian Country Stores, 1808-1861
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
Abstract Based on account books, a frequently overlooked type of source, this is a study of grocery purchases made by sample customers from some country stores in Upper Canada (Ontario), in selected years between 1808 and 1861. Although literary sources suggest otherwise, no one bought chocolate; but many people bought tea, tobacco, sugar, and salt, evidently at standard levels for contemporary British society. As time went by, a growing range of products appear among purchases, notably many drugs and medications. The evidence is also read for indications of what families made for themselves. Their choices, visible in everyday routine purchases, have implications for some of the main stories about material life, consumption, and market relationships in early settlement society. It is difficult, for example, to picture rural isolation from a capitalist world if ordinary farm families regularly purchased goods imported from the far side of the globe.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 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