“Because There Are So Few of Us”: The Marginalization of Female Soccer Referees in Ontario, Canada
Bibliographic record
Abstract
Soccer today represents the “game of choice” for women and girls in Canada. Because it has not been discursively constructed as a “male preserve” in the North American sport landscape in the same way it has elsewhere, the women’s game has grown dramatically, along with its favorable reputation in Canada, showcasing not only female talent as players, but also as match officials. Yet the low proportion of female soccer referees in Ontario exemplifies the continued challenge of ensuring that women reach all playing and non-playing positions. Drawn from our larger study intended to document Ontario women’s experiences as match officials, this article empirically illustrates how the “soccer referee” endures as a male- dominated subject that relegates women to the margins. Our research contributes to the scant number of studies on female soccer match officials by complicating this picture and showing that the “soccer referee” remains predominantly defined as masculine, even in a context where playing soccer is discursively constructed as gender-neutral. Our analysis highlights how the female soccer referee was constructed as an outsider by soccer players, coaches, and referees through stereotyping. Consequently, the women we interviewed described a variety of instances in which they were the focus of particular attention and, paradoxically, sidelined at the same time. Throughout her experiences on the pitch, the female soccer referee becomes aware of her marginalized status as she confronts normalized sexual discrimination, and may even come to internalize the sexism she faces.
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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 | 0.001 | 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 | 0.000 | 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 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".