Participating in a new group and the identification processes: The quest for a positive social identity
Bibliographic record
Abstract
Immigrants experience identity shifts; they can identify with the new cultural group and, sometimes, identify less with their group of origin. Previous research suggests that participation in the new cultural group predicts these two identity shifts. However, these studies have exclusively used correlational methodologies. Furthermore, previous research ignored that when a group is negatively valued, individuals may not identify with it, even after participating in it, to preserve a positive social identity. This article tests with an experimental methodology whether participation recreated the identity shifts previously identified (greater identification with the new group and lower identification with the group of origin when perceiving dissimilarity). Furthermore, it tested how a group's value impacted these identity shifts following participation. Immigrants in Quebec (N = 184) either participated in Quebec's culture (watched hockey) or did not (watched basketball). Quebec's value was manipulated by changing whether Quebec won, tied, or lost the game. Compared to watching basketball, watching Quebec's team win or tie showed the hypothesized identity shifts, illustrating the importance of the new group's value when participating.
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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 | 0.004 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".