Succession, strategy, culture, and change at Santropol Roulant
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
Abstract Santropol Roulant is an innovative nonprofit organization in Montreal focused on youth training, food security, and intergenerational community building. Since its inception, the Roulant has delivered more than 250,000 meals to isolated seniors and trained more than sixteen hundred young volunteers. Within a few short months, the Roulant will lose half its board members, five senior staff members, and its dedicated and wellliked executive director. The leadership turnover will be a highstakes test for the Roulant: Can they turn a period of vulnerability into an opportunity for growth and rejuvenation? This teaching case is intended to develop familiarity with key issues related to succession planning, transition management, and organizational change. Students will learn about managing a period of complex, high‐intensity organizational change, develop an understanding of the linkages between organizational form and strategic objectives, and become familiar with the structural and substantive issues facing transition teams.
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 | 0.001 |
| Open science | 0.000 | 0.001 |
| 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