The Social Innovations of Autogestión in Argentina’s Worker-Recuperated Enterprises
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.
Bibliographic record
Abstract
Argentina’s worker-recuperated enterprises ( empresas recuperadas por sus trabajadores [ERTs]) have shown to be promising grassroots solutions by workers to the sociopolitical and socioeconomic crises that resulted from the country’s collapsing neoliberal model at the turn of the millennium. The author first explores the historical conjuncture in which ERTs emerged. Second, the author theoretically situates ERTs’ practices of autogestión (self-management) and workers’ cooperativism. Third, he sketches out their most common microeconomic and organizational challenges. Last, the author maps out four “social innovations” being spearheaded by ERTs, appraising the social and economic transformations that these innovations prefigure, especially during hard economic times.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it