Bibliographic record
Abstract
The stability of OPEC may be defined as the upholding of a high level of cohesion between the members of this organisation, in order to secure for the whole a certain level of bargaining power that everyone would think to be acceptable at a given time and in a given context. This level of cohesion is mainly estimated by the common will of members to apply rigorously a common strategy regarding the price-quantity of crude petroleum. In the long run, such a strategy would call for a common production plan in order to determine not only the total level of annual production, but also the quotas of each country, the price level and the rate of development of the capacity of production. The aim of this paper is to contribute to the bringing out of a problematic regarding such a production plan as a whole. The main topics are: (1) the necessity of OPEC, (2) the price determination of petroleum, (3) the question of the instability of a coalition. The analysis accounts for the fact that the petroleum sector produces a non-renewable resource, on the one hand, and for the environment and international constraints that the member countries of OPEC have to face in their development process, on the other hand.
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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 | 0.001 | 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".