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
Abstract How and why do right-wing populist parties engage in diaspora outreach? This article uses populism as a lens through to study diaspora engagement, and compares strategies used by right-wing parties in power (Turkey’s AKP and India’s BJP ) to access their diasporas. While we find that polarising and civilisationist discourses are adopted in both cases for uniting the diaspora behind the populist in power, we argue that these strategies are implemented for different purposes. In the Turkish case, the promotion of Turkish and Sunni-Muslim identification serves the purpose of garnering electoral support behind the ruling party, while in the Indian case, identification with Hindutva is used to achieve the financial and developmental goals of the ruling party. By comparing outreach strategies through the analysis of policies and practices employed by the parties as well as the activities of their diasporic organisations, the article contributes to debates on party-led diaspora engagement.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 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) | 0.001 | 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