Bibliographic record
Abstract
L'espace rural du Québec se rattache au type d'habitat aligné duquel l'entité de base est le rang ou série de lots dont les résidences sont clairsemées au long d'un chemin. Cette formule de colonisation, adoptée de l'Europe puis adaptée, a fait créer des milliers de rangées durant trois siècles. L'étape la plus importante, celle du rang de canton, a duré de 1840 à 1950. Soutenu pat une idéologie agrarienne, par l'Église, l'État, les sociétés de colonisation, mais concurrencé par l'exploitation forestière, l'émigration et l'urbanisation, le rang de canton exprime une «québécisation » profonde de la formule: ethnie colonisatrice, forme des lots, maison, rang double, Pré Nord, langue courante, et cycle du rang. Depuis 1950, l'évolution sociale et la rationalisation économique ont amené la fermeture d'environ la moitié des rangs, surtout ceux situés en périphérie; la plaine de Montréal résiste mieux en se spécialisant.
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 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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".