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Record W1669832928 · doi:10.26522/ssj.v1i1.981

Social Justice and Multiculturalism: Persistent Tensions in the History of US Social Welfare and Social Work

2007· article· en· W1669832928 on OpenAlexvenueno aff
Michael Reisch

Bibliographic record

VenueStudies in Social Justice · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsnot available
Fundersnot available
KeywordsSociologySocial philosophyMulticulturalismSocial positionSocial changeLawEnvironmental ethicsPolitical economySocial psychologyPolitical scienceLaw and economicsPsychology

Abstract

fetched live from OpenAlex

Social justice has been a central normative component of U.S. social welfare and social work for over a century, although the meaning and implications of the term have often been ambiguous. A major source of this ambiguity lies in the conflict between universalist views of social justice and those which focus on achieving justice for specific groups. This conflict has been masked by several long-standing assumptions about the relationship between social justice and multiculturalism – assumptions which have been challenged by recent developments. The assumption that the pursuit of social justice requires the creation of a more egalitarian society has been challenged by the new political-economic realities of globalization. The assumption that the maintenance of individual rights complements the pursuit of social equality has been challenged by racially-based attacks on social welfare benefits and civil rights. Most significantly, the assumption that a socially just society is one in which different groups share a compatible vision of social justice has been challenged by the realities of multiculturalism. This paper explores the evolution of four themes regarding the relationship between social justice and multiculturalism during the past century and discusses their implications for the contemporary demographic and cultural context of the U.S. These themes are: the relationship of cultural diversity to the nation’s values and goals; the contradiction between coerced cultural assimilation and coerced physical and social segregation; the relationship between individual and group identity and rights; and the linkage between “Americanization” and the equal application of justice.

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.

How this classification was reachedexpand

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.390
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0060.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.132
GPT teacher head0.420
Teacher spread0.288 · 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

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations16
Published2007
Admission routes1
Has abstractyes

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