Solvent extraction for bitumen from oil sands followed by solvent recovery
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 solvent extraction experiment followed by CO2-assisted solvent recovery was used to process Canada Athabasca oil sands. The reformed naphtha was selected as the optimum solvent. The results show that under the optimum conditions of extraction temperature 80 ℃,the solvent flow rate 60 mL/min and extraction time 60 min,the extraction rate of bitumen reaches 92.74%. The conditions used for the reformed naphtha recovery are based on the results from the above phase equilibrium experiment. The effects of temperature,pressure,the flow rate of CO2 and the time on the recovery reformed naphtha by supercritical CO2 were investigated. The results show that under the conditions of 50 ℃,13 MPa,7.5 L/h and 1h,the recovery rate of reformed naphtha reaches 98.71%.
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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 | 0.000 | 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