MétaCan
Menu
Back to cohort
Record W2558377847 · doi:10.1080/03003930.2016.1263189

The use of intergovernmental grants to municipalities for electoral purposes by subnational governments

2016· article· en· W2558377847 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

VenueLocal Government Studies · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicLocal Government Finance and Decentralization
Canadian institutionsInstitut National de la Recherche Scientifique
Fundersnot available
KeywordsScrutinyPoliticsPublic administrationOpposition (politics)Transparency (behavior)Local governmentPolitical scienceAgency (philosophy)Electoral geographyPopulationPublic economicsEconomicsSociology

Abstract

fetched live from OpenAlex

Subnational governments devote a significant share of their financial resources to help municipalities provide local public services to their citizens. Compared to the large number of studies on national governments, little effort has been devoted to the influence of distributive politics on the use of intergovernmental grants by subnational governments. To fill this gap, this study uses a data set covering the period 2001–2011 to verify to what extent the Québec government used conditional grants to municipalities for electoral purposes. The results of this study show that the allocation of grants to municipalities is not exempt from electoral politics as municipalities located in districts held by governing parties or in high electoral competition districts receive more grants than other municipalities. However, the influence of electoral politics decreases substantially when the management of intergovernmental grants is under tight scrutiny by the opposition parties, mass media and the population. These findings suggest that distributive politics can be conceptualised as a political agency problem whose prevalence is seriously constrained by the improvement of the transparency of public policies management.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.485
Threshold uncertainty score0.549

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.095
GPT teacher head0.346
Teacher spread0.251 · 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