A Phenomenology of Working Class Experience
Bibliographic record
Abstract
This moving and challenging book by Simon Charlesworth deals with the personal consequences of poverty and class and the effects of growing up as part of a poor and stigmatized group. Charlesworth examines these themes by focussing on a particular town - Rotherham - in South Yorkshire, England, and using the personal testimony of disadvantaged people who live there, acquired through recorded interviews and conversations. He applies to these life stories the interpretative tools of philosophy and social theory, drawing in particular on the work of Pierre Bourdieu and Merleau-Ponty, in order to explore the social relations and experiences of a distinct but largely ignored social group. The culture described in this book is not unique to Rotherham and Charlesworth argues that the themes and problems identified in this book will be familiar to economically powerless and politically dispossessed people everywhere.
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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 | 0.004 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.017 | 0.040 |
| Scholarly communication | 0.011 | 0.010 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".