REVIEW OF GROUP fND-2000 PROVED OIl AND GAS RESERVES SUMMARY PREPARATION
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
In accordance with prescribed US Accounting Principles (SFAS89). SIEP staff have prepared a summary of Group equity proved and proved developed oil and gas reserves for the year 2000. The summary (All 3) forms part Of the supplementary Information that will b44msented in the 2000 Group Annual Reports and has been prepared on the basis of Information provided by Group and Assodated companies. The sUbmissions by these companies (excluding those by Shen Canada) are based on the procedures laid down In the "Petroleum Resource Volumes GukteNnes · (EP 2000(110011101) which In tum are based on the requirements Of SFAS H. Shell Canada's submissions are SUbject to their own procedures and reviews. o I have rtJvlewed the process of preparing the above-summary of ptoved anCI proved devetoped oil and gas.. ~ reserves In as far as these relate to companies outside Canada. This review included, where possible. 8 verification of the reasonableness of major reserves Changes and any omiSsions of such changes. as appropriate. The end-2000 Group share Proved Reserves (excluding Canadian oil sands) can be summartsed ss'follows:
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 | 0.002 | 0.001 |
| 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