Towards More Ethical Futures: Workplace Cooperative Practices' Contributions as Demonstrated by the Mondragon Corporation
Bibliographic record
Abstract
The amelioration of persistent alienation, exploitation, and social injustice is the focus of post-capitalism.Some post-capitalist theorists have examined the potential of workplace cooperative practices at the Mondragon Corporation to counteract negative externalities and transform subjectivities to be more communal and ethical.Mondragon's practices identified as offering subversive potential are knowledge sharing, workplace democracy, and arrangements around surpluses.Assessing these practices at headquarters, it appears that these factors possess great transformative and emancipatory potential for post-capitalism.However, applying considerations regarding reproductive labour and an ethics of care lens, and looking to Mondragon's practices internationally, exposes the limitations to their emancipatory potential.By employing these theoretical lenses and a broader perspective to the analysis of its cooperative practices, this thesis demonstrates that Mondragon offers inspiration, but not a complete model, of cooperative practices upon which post-capitalist futures can be built.
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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 | 0.008 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.015 | 0.016 |
| Scholarly communication | 0.010 | 0.004 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.002 | 0.004 |
| 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".