Interracial Intimacies: Navigating Race and Culture in Heterosexual Racialized-white Relationships in Toronto
Bibliographic record
Abstract
The number of mixed-race couples in Canada, especially in metropolitan cities such as Toronto, is on a steadfast rise, yet there is limited culturally relevant research and literature on interracial unions. This study was conducted in response to the critical need for Canadian-specific research on this demographic, since there is an over-reliance on antiquated, problem-focused and United States-based research to inform the field of counselling and psychotherapy in Canada. The present study aimed to address this paucity by asking the question: what are the lived experiences of heterosexual, Racialized-White mixed-race couples in Toronto with regards to issues of race and culture? A constructivist grounded theory methodology explored the lived experiences of 12 heterosexual Racialized-White couples in Toronto and the Greater Toronto Area (GTA). Four key themes emerged from the findings – lived experiences of race/culture prior to mixed-race relationships; lived experiences of race/culture in mixed-race relationships; critical reflections on lived experiences: negotiating differences, racism and privilege, and being in ‘the middle’ of two races and cultures; and lived experiences beyond race/culture. The themes illustrated the multifaceted, vastly diverse and dynamic experiences and processes evident in these unions. This research further postulated that the experiences of interracial couples cannot be fully ascertained without a critical consideration within the context of Canadian colonialism, White supremacy, heteropatriarchy and endogamous discourse. A mid-level theory arose from this study, revealing the multilayered influences on and experiences of heterosexual interracial couples. Implications for education, research and counselling and psychotherapy are addressed, including contributions to intercultural counselling competencies and decolonial pedagogy for counselling psychology programs. Key Words and Phrases: Mixed-Race Relationships, Racialized-White, Race, Culture, Canada
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.025 | 0.009 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".