The Growth of the Indian Power Sector: Pre- and Post-Independence
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
Electricity played an essential role in the development and progress of the nations. The Indian power sector is one of the most variegated in the world. This chapter describes the growth of the Indian Power Sector from 1879 to till this date. It highlights the progress in generation, transmission, and distribution sector in terms of installed capacity, per capita consumption, losses, and actual generation. This chapter also presents comparison with some top countries like China, Japan, the USA, Brazil, Canada, and Germany in terms of energy production, energy consumption and transmission and distribution lose for showing the status of our country in the energy sector. This chapter also presents the scenario of energy production through renewable in India by comparing with other top countries of the world. Through this chapter, the authors want to present a picture in the minds of readers so that readers are able to know the progress and status of our Indian power sector and their shortcoming.
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 | 0.000 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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