The everyday female entrepreneur and the pursuit of emancipation
Bibliographic record
Abstract
Purpose This study takes an “entrepreneurship as emancipation” perspective to study entrepreneurs defined as “others” on multiple categories: women entrepreneurs whose ventures are necessity-based, bootstrapped and located in economically impoverished areas (neighborhoods) in two Latin-American countries: Chile and Peru. Design/methodology/approach The study takes an interpretivist research approach and analyses inductively interviews with women entrepreneurs. Findings The findings reveal how everyday practices in pursuit of emancipation – while conducted within the existing patriarchal social structure – push the boundaries and contribute to changes in the social system via a variety of outcomes such as intergenerational social mobility, personal fulfilment and strengthening the communities in which the women entrepreneurs operate. Furthermore, while the authors find that in the particular Latin-American context under study, entrepreneuring activities become an emancipatory possibility for the everyday women entrepreneurs, they also highlight a “dark side” of their emancipatory projects. Originality/value The study contributes to recent critical studies in entrepreneurship by demonstrating the diversity and importance of the “mundane” activities undertaken by “necessity-based” entrepreneurs, and the significant – yet underappreciated – reach of their ventures’ impact on issues well beyond economic considerations.
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How this classification was reachedexpand
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".