Joint revenue loss of "BOOT+BTO" mode for the comprehensive utilization of water conservancy project
Bibliographic record
Abstract
The comprehensive utilization of water conservancy projects adopts the PPP development model, which not only introduces social capital to alleviate government debt pressure, but also utilizes the management technology of social capital to improve the level of engineering construction and operation management and the quality of social services. This article explores the profit losses during the implementation of public welfare emergency dispatch, reduced irrigation water demand in flood years, and adjustments to operation dispatch rules caused by major public activities under the "BOOT+BTO" operation mode of water conservancy PPP projects. Based on the modified total cost method, the function model and constraints of franchise profit losses are analyzed. The Copula function theory is used to analyze the joint profit losses of electricity generation and water supply profits, and a joint profit loss calculation model for the "BOOT+BTO" mode of water conservancy projects is constructed, providing a theoretical basis for governments and PPP project companies to scientifically implement emergency dispatch and reduce joint revenue losses.
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How this classification was reachedexpand
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".