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Constraints on provincial and municipal borrowing in Canada: markets, rules, and norms

2001· article· en· W1968343685 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCanadian Public Administration · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicLocal Government Finance and Decentralization
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsDecentralizationIncentiveBudget constraintInsolvencyEconomicsPoliticsConstraint (computer-aided design)Coping (psychology)Government (linguistics)Central governmentLocal governmentEconomic policyPublic economicsBusinessMarket economyFinancePolitical scienceMicroeconomics

Abstract

fetched live from OpenAlex

Abstract: A common concern with fiscal decentralization has been the increased risk of macroeconomic instability. Sub national governments may behave in a fiscally irresponsible fashion. Central governments may feel obligated to bail out insolvent lower‐tier governments. Control over the fiscal tools needed for macroeconomic management may be lost. However, if the basic political and economic incentives facing decision‐makers are correctly structured, prior controls may not be needed. Canada offers a clear example of the strength of market and political budget constraints in the face of very soft ‐ indeed, non‐existent ‐ hierarchical constraints at the provincial level. However, Canada also offers an equally clear example of almost the opposite in the highly controlled and tightly constrained world of local government. These constraints were developed as a response to historic fiscal crises, with some modification since. Both systems were largely effective in coping with recent crises. Countries, like individuals, may learn from experience and inculcate norms of behaviour that constrain their actions even when none of the more obvious forms of hard budget constraint would seem to be applicable at the margin.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.425
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.017
GPT teacher head0.241
Teacher spread0.224 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it