Constructing “Kin” Citizens: An Investigation of Canadian Kinesiology Programs’ Mission and Vision Statements
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
The purpose of this article is to explore how social forces related to the corporatization of universities play out at the granular level of institutional mission and vision statements in the racialized context of Canadian Kinesiology. The stated aims of Canadian Kinesiology academic units (N = 36) were collected from their public-facing websites, and we conducted a critical discourses analysis of our evidence. We argue that mission and vision statements construct Kinesiology as an altruistic and impactful scholarly project and conceal the contested nature of health, scientific knowledge, and community engagement in the field. Careful analysis of the data, with particular attention paid to that which is unspoken, silenced or erased, highlights how these guiding declarations can renew the field’s underlying racial and colonial logics. To conclude, we note instances when programs use institutional statements to unsettle dominant scripts and open possibilities to work toward a more progressive and just Kinesiology.
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 | 0.001 | 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) | 0.001 | 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