Charismatic figures or totalitarian leaders? A phenomenographic analysis of eliteness in Iranian Kurdistan
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
As an ethnic minority with unequal access to social, political, and ecomonic resources, the Kurds of Iran face significant challenges in attaining elite status and exercising influence within the broader society. This phenomenographic study investigates how eliteness is perceived and definerd by twenty-two members of the Kurdish community in Iran. The analysis identifies a hierarchy of seven categories of eliteness, ranging from charismatic figures to totalitarian leaders, which are structured into a phenomenographic outcome space. This study offers insights into leadership and power dynamics in Iranian Kurdistan, highlighting the diverse forms eliteness can take and the complexities of minority-majority relations.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| 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