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Record W2339108902 · doi:10.1111/spol.12215

Testing the Limits of Welfare State Changes: The Slow‐moving Immigration Policy Reform in Japan

2016· article· en· W2339108902 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.

Bibliographic record

VenueSocial Policy and Administration · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Policy and Reform Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsWelfare stateImmigration policyImmigrationPublic policyPolitical scienceModernization theoryWelfare reformPolitical economySocial policyDevelopment economicsEconomic growthPoliticsWelfareSociologyEconomics

Abstract

fetched live from OpenAlex

Abstract In the 1990s, the Japanese government made transformative policy change by significantly expanding social care, thereby contradicting the core of the country's familialistic welfare principle of non‐state intervention in the family. Remarkably, social care expansions were widely accepted by the public as necessary, if not welcome, changes to deal with low fertility and an ageing society. Japanese people seemed to have no problem accepting that the rapid demographic ageing and the ‘modernization’ of the family necessitated outsourcing childcare and elder care. As the supply of native‐born care workers continued to shrink, the Japanese government began turning to foreign care workers. Unlike the case of social care expansion, however, immigration policy changes are proving difficult. Despite ample motivations, opportunities, and positive political mobilization, policy reforms have been slow and are far from achieving their goals. Most Japanese citizens are highly ambivalent about opening up the country to immigration, and the idea of immigration and multicultural societies remains disconnected from that of a shared national identity premised on ethnic and cultural homogeneity. This article shows the importance of public sentiments and national collective imaginary in policy change.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.679
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
Bibliometrics0.0000.001
Science and technology studies0.0020.001
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 head0.065
GPT teacher head0.360
Teacher spread0.295 · 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