Collision with China: Conceptual Metaphor Analysis, Somatic Marking, and the EP-3 Incident
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
Recent research suggests that cultural differences in Chinese and Western modes of conceptual reasoning play a significant role in political discourse and relations between the United States and China. In contrast, our analysis of the discourse surrounding the 2001 collision of an American surveillance plane with a Chinese fighter jet over international waters reveals a surprisingly high degree of similarity in conceptual metaphors used across the two cultures. Using tools from cognitive linguistics and cognitive science, we compare U.S. and Chinese conceptual metaphors used to frame the incident over a 13-day period, ultimately distinguishing between shared metaphorical conceptualizations (War, Journey, and Economic) and competing metaphorical conceptualizations (Game, Technical Fix, Victim, and Civil Relations). Our analysis allows us to make empirically grounded claims about Chinese–American relations that avoid cultural stereotypes and suggest possibilities for further integration of interpretive and scientific approaches for understanding intercultural discourse.
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 | 0.001 | 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 | 0.000 | 0.000 |
| 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