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Record W4411891504 · doi:10.1080/17449626.2025.2525089

Introduction to the symposium on Ingrid Robeyns’s <i>Limitarianism</i>

2025· article· en· W4411891504 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

VenueJournal of Global Ethics · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMarriage and Sexual Relationships
Canadian institutionsCarleton University
Fundersnot available
KeywordsSociologyPolitical science

Abstract

fetched live from OpenAlex

In her book Limitarianism, Ingrid Robeyns draws attention to a specific type of moral response to inequality that is often ignored by social and political philosophers, even though it is widely experienced by the public. This is: condemnation of excess. The human capability for justice is based in part on a sense of fairness as proportionality, and the excessive wealth that we may witness both in history and in the contemporary world beggar any reasonable sense of proportionality. Meanwhile, Robeyns shows that excessive wealth also outrages other components of our sense of justice: our care and compassion for the well-being of others; our respect for freedom and aversion to domination; and our revulsion at ill-gotten gains. Three key questions raised by the contributors to this symposium might be highlighted: Where should we draw the ‘riches line’ that marks off excessive wealth? Can Western limitarianism harmonize with Asian philosophies such as Confucianism, which focus on social harmony in which there is enough for all? Why does Robeyns advocate for a cap on wealth as an ideal but not as a point in her practical program for action?

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)0.004
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.961
Threshold uncertainty score0.781

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.043
GPT teacher head0.371
Teacher spread0.328 · 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