Punches or punchlines? Honor, face, and dignity cultures encourage different reactions to provocation
Bibliographic record
Abstract
Abstract Research on culture-related violence has typically focused on honor cultures and their justification of certain forms of aggression as reactions to provocation. In contrast, amusement and humor as the preferred reactions to provocation remain understudied phenomena, especially in a cross-cultural context. In an attempt to remedy this, participants from an honor culture (Poland), dignity culture (Canada), and face culture (China) were asked how they would react and how they would like to react to a series of provocative scenarios. Results confirmed that aggression may be the preferred reaction to provocation in honor cultures, while the preferred reaction to provocation in dignity cultures may be based on humor and amusement. The third kind of provocation reaction, withdrawal, turned out to be more complex but was most popular in dignity and face cultures. Furthermore, results confirmed that the way individuals think they would behave is more culturally diversified than the way individuals would like to behave.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.011 |
| 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 | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".