Bibliographic record
Abstract
Abstract This entry provides an overview of the state of the research programme for the secondary transfer effect of contact. Rooted in Gordon Allport's contact hypothesis—that intergroup contact will reduce prejudice—the secondary transfer effect of contact describes the process whereby contact with one outgroup reduces prejudice towards different outgroups. To date, four mediating mechanisms of the secondary transfer effect have contributed to our growing theoretical and empirical understanding of this effect. These mediators include attitude generalization, deprovincialization, intergroup anxiety, and perspective‐taking. The mediating mechanisms of attitude generalization, intergroup anxiety, and perspective‐taking all enjoy consistent support, whereas the deprovincialization hypothesis has, to date, received mixed evidence, partially owing to its narrow operationalization. Further theoretical development of the deprovincialization hypothesis is warranted. Similarly, more experimental and multiwave longitudinal research is needed to solidify both the underlying causality of the secondary transfer effect and to test the latest set of moderation and mediation hypotheses.
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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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".