CCS: A Technical Overview and its Perspectives in Brazil
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
The present work will address, among other aspects, the technical context, history, and importance of the use of CCS in the current world situation. The use of this technology is highlighted as a search for technological solutions to reduce greenhouse gas emissions and consequent mitigation of global warming. The history and motivators of the use of technology and its challenges faced over the years will be objects of study, as well as the storage facilities will be described, classifying them by their storage capacity, its operational status, the development of new facilities projects as well as critical analysis regarding the use of these facilities in countries such as the United States, Canada, Australia, Norway, Saudi Arabia, China, and Brazil, using the latest data from specialized entities and agencies, such as the International Energy Agency (IEA) and the Global CCS Institute. In the end, there is a description through a literature review of the methodology used for the technical evaluation of reservoirs conducive to carbon dioxide storage using the Brazilian case study.
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 | 0.003 | 0.003 |
| 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 | 0.002 |
| 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 it