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Record W4378555830 · doi:10.15453/0191-5096.3245

Journal of Sociology & Social Welfare Vol. 34, No. 2 (June 2007)

2007· article· en· W4378555830 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Journal of Sociology & Social Welfare · 2007
Typearticle
Languageen
FieldSocial Sciences
TopicGlobalization and Cultural Identity
Canadian institutionsnot available
FundersNankai University
KeywordsSociologySocial WelfareWelfarePolitical scienceLaw

Abstract

fetched live from OpenAlex

TABLE OF CONTENTS SPECIAL ISSUE ON GLOBALIZATION, SOCIAL JUSTICE & SOCIAL WELFARE INTRODUCTION TO THE SPECIAL ISSUE - Frederick (Fritz) MacDonald and James Midgley, Special Editors PERSPECTIVES ON GLOBALIZATION, SOCIAL JUSTICE AND WELFARE - James Midgley GLOBALIZATION AND DRUG AND ALCOHOL USE IN RURAL COMMUNITIES IN NIGERIA: A CASE STUDY - Charles Fiki COLOR-BLIND INDIVIDUALISM, INTERCOUNTRY ADOPTION AND PUBLIC POLICY - Pamela Anne Quiroz THE CHALLENGE OF COMMUNITY WORK IN A GLOBAL ECONOMY - Howard Karger, Christian Iyiani and Pat Shannon GLOBALIZATION, IMMIGRATION AND THE WELFARE STATE: A CROSS-NATIONAL COMPARISON - Qingwen Xu GLOBALIZATION AND HUMAN TRAFFICKING - Loring Jones, David W. Engstrom, Tricia Hilliard and Mariel Diaz GLOBALIZATION AND SOCIAL WORK EDUCATION AND PRACTICE: EXPLORING AUSTRALIAN PRACTITIONERS' VIEWS - Marina Findlay and John McCormack 123 TOWARD GLOBAL WELFARE STATE CONVERGENCE?: FAMILY POLICY AND HEALTH CARE IN SWEDEN, CANADA AND THE UNITED STATES - Gregg M. Olsen INTEGRATING GLOBALIZATION INTO THE SOCIAL WORK CURRICULUM - Karen Smith Rotabi, Denise Gammonley, Dorothy N. Gamble and Marie 0. Weil GLOBALIZATION, WELFARE REFORM AND THE SOCAL ECONOMY - Vanna Gonzales LETTERS TO THE EDITOR Stephen Marson - Senior Editor, The Journal of Social Work Values and Ethics Marguerite G. Rosenthal, Ph.D - Professor, School of Social Work, Salem State College, MA BOOK REVIEWS Republican Women: Feminism and Conservatism from Suffrage Through the Rise of the New Right. Catherine E. Rymph. Reviewed by Leon Ginsberg. Changing Lives: Delinquency Prevention as Crime Control Policy. Peter W. Greenwood. Reviewed by Matthew T. Theriot. Children and Youth in Adoption, Orphanages and Foster Care: A Historical Handbook and Guide. Lori Askeland (Ed.). Reviewed by Albert J. Ellett. Empire of Scrounge: Inside the Urban Underground of Dumpster Diving, Trash Picking, and Street Scavenging. Jeff Ferrell. Reviewed by Robert D. Leighninger, Jr. Black, Brown, Yellow and Left: Radical Activism in Los Angeles. Laura Pulido. Reviewed by Cheryl A. Hyde. White Slave Crusades: Race, Gender and Anti-vice Activism, 1887-1917. Brian Donovan. Reviewed by Leslie Leighninger. BOOK NOTES Taxes are a Woman's Issue: Reframing the Debate. Mimi Abramovitz and Sandra Morgen. Among Empires: American Ascendancy and its Predecessors. Charles S. Maier. Global Energy Shifts: Fostering Stability in a Turbulent Age. Bruce Podobnik. The Citizen's Stake: Exploring the Future of Universal Asset Policies. Will Paxton and Stuart White, with Dominic Maxwell. Pharmaceutical Reason: Knowledge and Value in Global Psychiatry. Andrew Lakoff. Differences that Matter: Social Policy and the Working Poor in the United

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)0.008
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.305
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0050.004
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.025
GPT teacher head0.334
Teacher spread0.309 · 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