Bibliographic record
Abstract
Les historiens canadiens se penchent de plus en plus sur les pratiques et les modes de consommation, mais leur travail porte habituellement sur les zones urbaines. Les habitants des campagnes ont pourtant continué de former une proportion importante de la population canadienne jusqu’au début des années 1940. Le présent article, axé sur l’Ontario, traite d’une institution caractéristique du milieu rural: l’association ou le cercle de consommateurs de bœuf frais. Selon l’auteure, il s’agit d’une méthode de consommation propre aux agriculteurs, et les participants étaient en général des propriétaires d’exploitations moyennement ou bien à l’aise. Remettant en question l’apparente dichotomie entre l’autosuffisance et l’intégration complète au marché, les membres de ces regroupements ont combiné des notions de coopération et de relations au marché. Ils ont surmonté les limites de la technologie et eu accès à de la viande de bœuf fraîche à la ferme au cours des mois les plus chauds de l’année.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.007 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 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 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".