Bibliographic record
Abstract
Muslim Markets "halal markets" in Europe are witnessing today intense activity and remarkable expansion, prompting many researchers and academics to engage in and adjust the rules of Islamic marketing in accordance with the Western reality and to compete with the traditional capitalist markets. In this paper we present two opposing issues that we try to address and analyze them; On the one hand we try to analyze the radical Western companies in the purely western productive orientation, the other hand, to analyze the Islamic way of life among young Muslims migrants. At first we try to deal with a range of issues, most notably; the compatibility of Islam and the rules of Islamic markets with the traditional marketing vision. On the other hand the extension of the Islamic way of life to capitalist bourgeoisie. We concluded latter, that many local companies have succeeded by taking advantage of the pillars of Islam in the acquisition of the Islamic market and creation of an Islamic marketing that would permit to this young Muslim lifestyle that they looking for according to their cultural and religious beliefs.
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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 | 0.002 | 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".