Bibliographic record
Abstract
Oil shale resources are abundant in the world.The in-place shale oil resources,accounted from the world proven oil shale reserves,are much larger than the world crude oil proven reserves.US has the most abundant oil shale reserves in the world,the followings are: Russia,Zaire,Brazil,Canada,Jordan,Australia and China.The oil shale retorting for producing shale oil started since the first half of the nineteenth century in Western European countries.First retorting built in France,then England,Germany,Spain,etc.Hereafter,due to the development of cheaper crude oil,the shale oil production decreased.However,shale oil industry became active again due to the world oil crisis.(During) the history of more than one hundred years,oil shale industry waved several times.Today,China,Estonia and Brazil have their shale oil commercial production.Estonia,Germany,China and Israel have the oil shale combustion enterprises for producing steam and power.Since the recent higher world crude oil price,the shale oil production in many countries becomes profitable.China,Estonia and some other countries are planning to enlarge the shale oil production;Mongolia,Jordan,etc.,are considering to build up shale oil plant;US intended to utilize his plentiful oil shale resources.
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How this classification was reachedexpand
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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".