Voicing Conflict: Preferred Conflict Strategies Among Incremental and Entity Theorists
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 way individuals choose to handle their feelings during interpersonal conflicts has important consequences for relationship outcomes. In this article, the authors predict and find evidence that people's implicit theory of personality is an important predictor of conflict behavior following a relationship transgression. Incremental theorists, who believe personality can change and improve, were likely to voice their displeasure with others openly and constructively during conflicts. Entity theorists, who believe personality is fundamentally fixed, were less likely to voice their dissatisfactions directly. These patterns were observed in both a retrospective study of conflict in dating relationships (Study 1) and a prospective study of daily conflict experiences (Study 2). Study 2 revealed that the divergence between incremental and entity theorists was increasingly pronounced as conflicts increased in severity: the higher the stakes the stronger the effect.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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 it