Reflexive Accounts of a Postcolonial Ethnographer: Understanding Insider-Outsider Status
Bibliographic record
Abstract
In studies within the sport for development (SFD) field, critical researchers often recognize that they are an intimate part of the production of knowledge. In particular, researchers adopting a postcolonial lens, and acting as an ethnographer, must consider the multiple “screens” they bring to a research setting, such as gender, sexuality, race, and class (Berger, 2015). In this paper, I discuss my own role as an intern-researcher, insider-outsider within a SFD organization during ethnographic fieldwork in Swaziland. Three detailed vignettes of my experience are offered to highlight the reflexive practices utilized in my research to navigate my role as both an intern and ethnographer. To conclude, the importance of reflexivity and further anthropological examinations in sociological studies of sport and SFD is discussed and emphasized.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".