Acting in solidarity with the poor? Some conceptual and practical challenges
Bibliographic record
Abstract
Monique Deveaux’s Poverty, Solidarity, and Poor-Led Social Movements makes a timely, compelling, and important intervention in the philosophical literature on poverty and global justice, and improves our understanding of the nature and extent of responsibilities of variously situated agents towards the poor. Deveaux’s focus on poor-led social movements emphasizes that effective poverty reduction requires building up the collective capacities of the poor to engage in joint collective action to oppose and dismantle unjust structures. This approach politicizes poverty and provides a powerful refutation of some previous approaches that primarily formulated responses to global poverty to consist in mere charity to lighten the poor’s deprivations, or top-down solutions imposed by technocrats and other development experts. Deveaux then extends the concept of solidarity to characterize the political responsibility of the nonpoor, which consists of acting in political solidarity with poor-led organizations and movements. It is this latter move to extend the concept of solidarity to characterize poor-nonpoor cooperative activities that I question in this commentary. When the concept of solidarity, understood as identification-based joint action, is stretched to encompass cooperation between all those who may act together to resist, oppose, and dismantle the structures of domination and oppression that constitute poverty, there is the danger of obscuring the alienation and oppositional social positions that attend conditions of structural injustice. To acknowledge the limits and dilemmas of solidarity practices between the poor and nonpoor is perhaps a sober reminder of one of the major costs of living in conditions of structural injustice.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.042 | 0.038 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.024 | 0.094 |
| Scholarly communication | 0.020 | 0.034 |
| Open science | 0.010 | 0.014 |
| Research integrity | 0.029 | 0.040 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".