A New Era for Governance Structures and Processes in Canadian National Sport Organizations
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
With the numerous changes to the sport system landscape since Slack and his colleagues examined national sport organizations’ governance in the 1990s, the purpose of this paper was to begin exploring the impact of these environmental changes on Canadian national sport organizations. To do so, we focused on five Canadian national sport organizations, from large Olympic sport organizations to small non-Olympic sport organizations. The two-pronged content and network analyses point to a convergence of governance structures and stakeholder interactions between the five organizations due in no small part to the new Canada Not-for-profit Corporations Act. We found organizations coordinating with both traditional (e.g., athletes) and nontraditional (e.g., social media public) stakeholder groups as well as renewing their focus on accountability and transparency. These findings imply a need to revisit the kitchen table–boardroom–executive office archetype continuum and demonstrate the extent of influence environmental changes (e.g., technological advancement and new laws) can have on sport organizations.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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 it