Bibliographic record
Abstract
A la suite de la deuxième Grande Guerre, et de la déclaration des hostilités en Corée, de nombreux changements, tels que augmentation de la production, création de nouvelles industries, développement de l'effectif ouvrier, se sont produits au Canada et ont eu de nombreuses répercussions sur l'ensemble de l'économie canadienne et de la province de Québec en particulier. Cet aspect du développement industriel et de l'emploi est traité dans cet article. L'auteur aborde ces questions en relevant l'histoire de l'expansion des industries dans le Québec et ses conséquences sur la main-d'oeuvre et rapporte les efforts faits pour remédier aux problèmes. Il souligne tout spécialement la gravité du chômage saisonnier qui affecte sérieusement nos régions et fait part des efforts accomplis par le Ministère fédéral du Travail et ses divers comités pour diminuer ce mal et l'enrayer; il compte sur les employeurs de la Province à qui incombe cette responsabilité, pour offrir un effort concerté en vue de supprimer cet obstacle.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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; 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".