Exploring the Success of Social Infrastructure Public Private Partnerships: The Complex Case of Bridgepoint Active Healthcare in Ontario, Canada
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
Notwithstanding the deployment of tools to standardize delivery processes, public–private partnerships (PPPs) have encountered significantly different experiences across a broad spectrum of applications during their long-term contractual phase—including those in Ontario Canada, one of the world’s most active PPP markets. This article conducts an in-depth case study of the PPP for the new Bridgepoint Active Health care Hospital, an award-winning 464-bed hospital and administration facility delivered using a design–build–finance–maintenance PPP. This article reveals the role of personalities, relationships, and strong leadership in bringing a successful project to fruition in the face of complex, intersecting challenges. In this context, the PPP is only one variable in explaining the overall success of this complex and highly visible social infrastructure project.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| 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