Changements observes au niveau de la diversification des entreprises du secteur canadien de la fabrication (de 1973 a 1997)
Bibliographic record
Abstract
Le present document de recherche etudie les changements observes au niveau de la diversification des entreprises et des usines depuis le debut des annees 70 dans le secteur canadien de la fabrication. Il revele qu'il y a eu, en general, une augmentation de la specialisation tant des entreprises que des usines. Les entreprises reduisent continuellement le nombre d'industries a l'interieur desquelles elles font des affaires, surtout lorsque les industries ne sont pas reliees. On a egalement observe une specialisation des produits au niveau des usines; par opposition a la specialisation sur le plan industriel, la specialisation des produits est cependant apparue a la fin de la periode, au moment, ou a peu pres, ou l'Accord de libre-echange entre le Canada et les Etats-Unis a ete mis en oeuvre. Le degre de specialisation des usines a surtout augmente a l'interieur de celles qui ont le plus solidement envahi les marches d'exportation.
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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 | 0.006 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".