The Effects of Categorically Based Expectations on Minority Influence: The Importance of Congruence
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 role of congruence and incongruence in diverse decision-making groups is examined by manipulating opinion agreement within and between members of different social categories. Congruence occurs when ingroup members agree with one another and outgroup members disagree, whereas incongruence occurs when an ingroup member disagrees with a majority composed of ingroup and outgroup members. The results of two studies, one using a scenario methodology and the second using simulated work teams with two ingroup members and one outgroup member, show that regardless of the task-relevance of salient differences, individuals respond most favorably when categorical and opinion differences are congruent. Study 1 examined individuals' emotional reactions and group efficacy. Study 2 examined group performance, the minority influence process, and efforts to maintain congruence. The findings suggest that outgroup minority opinion holders may be more influential in diverse group decision-making settings than ingroup minority opinion holders.
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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 | 0.001 |
| 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 | 0.003 |
| 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 it