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
This project involves the capture of CO2 emissions from industrial sites in the Alberta Industrial Heartland. The captured CO2 will be transported to mature oil reservoirs in central Alberta, where it will be injected for enhanced oil recovery (EOR) purposes and permanent sequestration. The project will capture CO2 from two initial sources - a large fertilizer plant and an oil sands upgrading operation (awaiting construction) - in order to demonstrate the feasibility of a single network to collect CO2 from a large number of industrial emitters. This technology could be applied to many similar geological reservoirs throughout Alberta that are each capable of sequestering millions of tonnes of CO2. Within five years, this project could capture and sequester up to 1.9 Mt of CO2 annually, an amount equivalent to taking 358,000 cars off the road each year. There is long-term potential for capture and storage of up to 15 Mt of CO2 annually. The project could also lead to the recovery of significant amounts of oil that cannot be reached by conventional methods.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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