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Record W4416795164 · doi:10.1111/issj.70031

Social Well‐Being in an Unsettled World: 75 Years of the International Social Science Journal

2025· article· en· W4416795164 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

VenueInternational Social Science Journal · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSociopolitical Dynamics in Nepal
Canadian institutionsWestern University
Fundersnot available
KeywordsDisciplinePoliticsInjusticeSocial injusticeSustainabilityRefugeeScholarshipSocial philosophy

Abstract

fetched live from OpenAlex

ABSTRACT Marking the 75th anniversary of the International Social Science Journal , this Special Issue examines social well‐being in an era of intersecting crises that deepen inequality, climate disruption, demographic ageing, forced displacement, digital saturation, and changing family and community life. Engaging in dialogue with diverse scholarly perspectives from economics, sustainability studies, psychology, sociology, politics and social work, the issue develops an approach regarding social well‐being as a multidimensional and relational human condition. Contributions trace how welfare regimes, financial systems, and technological change shape security, opportunity, and life chances. The articles in this special issue also uncover how climate injustice and socio‐ecological degradation undermine livelihoods, cultural continuity, and multispecies futures. In addition, they expose how social ties, community, and belonging buffer loneliness, distress, and marginalisation across the life course. The articles empirically explore these themes in diverse contexts, including digital media use, financial therapy and innovation, later‐life poverty, refugee camps, caregiving under health stressors and remote work. This combined scholarly contribution shows that social well‐being is produced at the intersection of material resources, institutional quality, social relationships, and ecological conditions, and that it cannot be secured completely through narrow methodological approaches or a single disciplinary insight.

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, Scholarly communication, Open science
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.484
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0070.009
Scholarly communication0.0020.002
Open science0.0060.001
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 head0.019
GPT teacher head0.400
Teacher spread0.381 · 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