Dimensioning of Hybrid System with Desalination Units and capability of recovery and utilization of brine for Amorgos Island
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
Global warming is the general rise in global temperature caused by higher-than-normal amounts of greenhouse gases, which traps heat approaching the globe and allows heat waves to continue accessing the atmosphere and being unable to escape over time.Following worldwide attempts to phase out chlorinated fluids in order to preserve the ozone layer as a result of the Montreal Protocol, this study employed low-GWP alternative refrigerants to minimize greenhouse gas emissions.The Cycle-D-Hx software, which is a thermodynamic model of the refrigeration system with a graphical user interface, was used to assess the performance of household refrigerators using various types of refrigerants.Data from an R134A-charged household refrigerator was used to verify the model.The model was then used to evaluate the performance of a number of low-GWP alternative refrigerants, such as R404A, R449A, R513A, and R452A.The R452A was shown to have a high COP, a low potential for global warming, a low temperature glide, and a low potential for ozone depletion.In addition to these thermodynamic and environmental features, R452A blend is non-flammable, non-corrosive, and will not cause degradation of the metal parts of the refrigerating system's evaporator and compressor.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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