Salient Intergroup Ideology and Intergroup Interaction
Bibliographic record
Abstract
Two experiments examined how rendering different intergroup ideologies salient affects dominant- and minority-group members' behavior during, and experience of, intergroup interactions. We hypothesized that ideologies that encourage an outward focus on appreciating out-group members' distinctive qualities (multiculturalism) would have more positive implications than ideologies that encourage a self-control focus on ignoring social categories and avoiding inappropriate behavior (color blindness and antiracism). As predicted, in both ostensible (Study 1) and actual face-to-face (Study 2) intergroup interactions, the multicultural ideological prompt led dominant- and minority-group members to adopt a more outward focus and hence to direct more positive other-directed comments to an interaction partner who was a member of an out-group. In contrast, the color-blind prompt fostered a prevention orientation in dominant-group members that led them to express negative affect toward their out-group interaction partner. The antiracist prompt had no consistent effects. Implications for efforts to improve intergroup relations are discussed.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".