‘Reflexive modernity’ and the transition experiences of university athletes
Bibliographic record
Abstract
Although there is a tradition of research focused on the socialization experiences of student-athletes, few studies consider how non-sport-related transitions impact and overlap with the sport-related transitions experienced by these athletes – or how transition experiences are influenced by the broader, structural conditions associated with reflexive modernity. With the goal of addressing these gaps, an interview-based study of the experiences of 12 female student-athletes, who moved from Canada to the United States to pursue intercollegiate soccer, is reported. The study is situated in literatures related to youth transitions, mobility, sport-related socialization, and identity formation. The ‘individualization’ and ‘detraditionalization’ concepts are featured and considered for their pertinence to the experiences of the interviewed student-athletes. Key findings from the study include the following: decision-making by student-athletes was a predominantly individualized endeavor that was influenced by various sport and non-sport-related factors; the sport and non-sport-related transitions that accompanied the move to a new sporting and educational context were eased because of the (temporary and conditional) support of teammates; and that the transition out of sport was especially difficult for many of the athletes, as the support structures associated with ‘the team’ quickly diminished – and because of the hyper-individualized identities that the student-athletes were required to renegotiate.
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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 | 0.000 | 0.003 |
| 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".