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Record W2799691531 · doi:10.1017/s0047279418000235

Social Insurance as Fiscal Policy and State-Building Tool: The Development and Politics of Payroll Contributions in Israel and Canada

2018· article· en· W2799691531 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.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Social Policy · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Policy and Reform Studies
Canadian institutionsUniversity of Saskatchewan
FundersCanada Research Chairs
KeywordsState (computer science)PoliticsSocial securityRevenuePayrollEconomicsPayroll taxSocial insuranceTax revenuePublic economicsEconomic systemEconomic policyFinancePolitical scienceMarket economy

Abstract

fetched live from OpenAlex

Abstract The scholarship on state-building has devoted a significant amount of attention to the role of taxation in building state institutions and capacities. It has also emphasised the crucial role of taxation in driving state-society relations. Scholars have argued that the linkage between taxation and state building also applies to the area of social policy. In this paper, we draw on a fiscal-centred perspective on welfare state development that highlights the fiscal policy role of social insurance as a revenue raising institution to study the fiscal relationship between social insurance and state-building in Israel and Canada – two ‘most dissimilar cases’ that nonetheless feature strikingly similar patterns with regard to this relationship. As our findings show, in both cases, social insurance programmes were introduced, designed, and utilized to advance fiscal and economic policy capacity and thereby promote state building. Using these programmes and the commitments they created, political actors could legitimize the generation of revenues, build institutional infrastructure for tax collection, and create capital reserves for investing in the economy.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.789
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
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 head0.019
GPT teacher head0.353
Teacher spread0.334 · 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