Effects of Perceived Economic Competition on People’s Willingness to Help Empower Immigrants
Why this work is in the frame
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Bibliographic record
Abstract
Based on models of intergroup competition and social dominance, we examined the impact of perceived economic competition with immigrants on support for empowering and non-empowering forms of assistance for immigrants. In Study 1, a manipulation of perceived economic competition with immigrants caused attenuated support for empowerment but not for non-empowering forms of help. In Study 2, people higher in social dominance orientation were less willing to endorse empowerment for immigrants than were people lower in social dominance orientation, and this relation was mediated by the belief that economic and power gains for immigrants result in economic and power losses for members of host populations. It is suggested that people’s desire to maintain a discrepancy in economic and power resources between immigrants and host populations undermines support for empowering forms of help for immigrants.
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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 | 0.000 | 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 | 0.001 | 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) | 0.003 | 0.002 |
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