The capability approach and the politics of a social conception of wellbeing
Bibliographic record
Abstract
The capability approach constitutes a significant contribution to social theory but its potential is diminished by its insufficient treatment of the social construction of meaning. Social meanings enable people to make value judgements about what they will do and be, and also to evaluate how satisfied they are about what they are able to achieve. From this viewpoint, a person’s state of wellbeing must be understood as being socially and psychologically co-constituted in specific social and cultural contexts. In this light, the telos of ‘living well’ which is at the heart of Sen’s version of the capability approach is inadequate and must be modified to a telos of ‘living well together’ which includes consideration of the social structures and institutions which enable people to pursue individual freedoms in relation to others. The policy significance of the capability approach can be further strengthened by paying greater consideration to the political economy of policy decision-making processes and the ways in which conflicts and distributions of power are institutionalized.
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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 | 0.009 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.006 | 0.089 |
| Scholarly communication | 0.009 | 0.011 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.006 | 0.007 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
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".