A structure for government requirements in publicprivate partnerships
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
A spectrum of requirements for the procurement of public infrastructure under various publicprivate partnership arrangements has been communicated by governments to the private sector participants. This paper suggests a structure for these requirements and demonstrates how they have been realized in publicprivate partnership projects. Government requirements are categorized and described under a structure of three dimensions: rights, obligations, and liabilities. Each dimension is further defined and explained through a number of attributes. The structure provides insights as to the basis for the different modes under publicprivate partnerships such as buildoperatetransfer, buildownoperatetransfer, and buildtransferoperate. The structure is used to examine government requirements in a number of publicprivate partnership transportation projects. The results show that, for each dimension and its related attributes, comprehensive and clear articulation of government requirements is generally needed. This will reduce the amount of supplemental materials issued for the request for proposals, help consortiums in responding with proposals that can fit the requirements and reduce the amount of time spent in negotiations and (or) the need for contract amendments to reflect marketplace realities missed earlier.Key words: publicprivate partnerships, concessions, development agreements, franchise agreements, transportation projects.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| 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