When Different Becomes Similar: Compensatory Conformity in Bicultural Visible Minorities
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
The children of immigrants possess bicultural identities that reflect their ethnic heritage and their membership in the wider community. For most, strong identification with the dominant culture creates a desire for full inclusion within it. In the case of visible minorities, however, physical dissimilarity is at times experienced as an “ethnifying” obstacle to assimilation or integration. One response to this challenge is compensatory alignment with the majority group when physical appearance is made salient. To demonstrate this phenomenon, the authors asked Chinese Canadian participants to rate their liking of a set of abstract paintings. The ratings were made in relation to various normative anchors and either in the presence or absence of a mirror. As predicted, only participants in the presence of the mirror showed heightened conformity to the perceived European Canadian (majority group) norm. This tendency, however, was not matched with greater distancing from the perceived Chinese Canadian (minority group) norm.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.022 | 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