Bibliographic record
Abstract
Abstract. Using time series, cross-sectional econometric modelling, an analysis is made of competing political and economic determinants of Canadian provincial government fiscal policy during the 1980s and 1990s. It is determined that provincial government spending responses to trade liberalization are dependent upon the ideology of the government and conditioned by the degree of provincial unionization. When relatively high levels of unionization prevail, those governments that typically spend the most reduce total spending to a lowest common denominator. However, when unionization is low, provincial government spending responses to increasing trade openness is primarily compensatory. This is in contradiction to the “race to the bottom” theory. The contingent nature of the provincial government spending response to trade openness means that despite overall pressures for fiscal convergence, political, economic and regional factors continue to contribute to distinct provincial spending policies. Résumé. Cet article utilise une modélisation économétrique transversale en série chronologique pour analyser les déterminants politiques et économiques en compétition au niveau de la politique fiscale du gouvernement provincial canadien durant les années 1980 et 1990. Il est établi qu'en termes de dépenses publiques, les réactions du gouvernement provincial face à la libéralisation des échanges sont tributaires de l'idéologie du gouvernement et déterminées par le niveau de syndicalisation provincial. Lorsque le niveau de syndicalisation est relativement élevé, ce sont les gouvernements provinciaux qui dépensent le plus qui réduisent leurs dépenses totales au plus bas dénominateur commun. Par contre, plus le niveau de syndicalisation est bas, plus les dépenses publiques face à la libéralisation des échanges sont principalement compensatoires. Cela vient contredire la théorie du “ nivellement par le bas ”. La nature conditionnelle de la réaction du gouvernement provincial en termes de dépenses publiques signifie qu'en dépit des pressions globales pour la convergence fiscale, des facteurs politiques, économiques et régionaux continuent de contribuer aux politiques de dépenses publiques distinctes.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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; 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".