Regional Energy System Developed with Water Source Heat Pump Air Conditioning in Chongqing
Bibliographic record
Abstract
The water source heat pump air conditioning is a technology utilized widly in China.Chongqing has plenty of available fresh water because it locates the junction of the Yangtze River and Jialing River,besides,there are lots of buildings distributed the sides of the Yangtze River and Jialing River.All of these are favorable natural conditions for utilizing water source heat pump technology.The regional energy system is one or more large-scale central air-conditioning cooling or heating source system,which meets the concentrated cooling or heating demand of buildings in some district with making cooling or heating water by special energy center and supplying through district pipe network.According to the working experience and building energy efficiency training in Canada,the direction of developing water source heat pump's regional energy system in Chongqing was expressed in detail,which combined the development of regional energy system home and aboard with the improving condition of district energy system in Chongqing.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 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 | 0.000 |
| 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".