Concealability beliefs facilitate navigating intergroup contexts
Bibliographic record
Abstract
Abstract Living in a diverse world requires the ability to navigate intergroup contexts. However, interacting with outgroup members can cause anxiety that leads to lower‐quality interactions and avoidance of future contact. One reason people experience this anxiety is the concern that others will judge them on the basis of an identity. These concerns may be reduced among people who believe the identity is unperceivable by others. The belief that one's identity is concealable may therefore reduce intergroup anxiety and ease people's experiences in intergroup contexts. The present work tests this proposition in two studies and finds that individual differences in concealability beliefs are negatively associated with intergroup anxiety and positively associated with the propensity to initiate intergroup contact and with the quantity and quality of people's cross‐group friendships. Materials, data, and code for both studies and a pre‐registration for Study 2 are available online ( https://osf.io/4cjhg/ ).
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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 | 0.003 | 0.001 |
| 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 | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".