‘Because it’s 2015!’: Justin Trudeau’s Yoga Body, Masculinity, and Canadian Nation-Building
Bibliographic record
Abstract
In 2015, Canadian Prime Minister Justin Trudeau told reporters he chose a gender-balanced cabinet “because it’s 2015,” a sentiment that resonated with Leftists and feminists. Trudeau showed he was a different kind of male politician through his yoga practice. Through candid yoga photographs, Trudeau represented himself as a sensitive new age guy who challenged hegemonic masculinity through wellness, playfulness, and a commitment to multiculturalism. Using discourse analysis, we examine visual, print, and social media texts that feature Trudeau’s connection to yoga, masculinity, and nation-building. We argue that Trudeau’s yoga body projects a “hybrid masculinity” (Bridges 2014; Demetriou 2001) that constructs Trudeau as a benevolent patriarch, which is mapped onto a fantasy of Canada as a multicultural nation with feelings.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".