Finding Elusive Resonances Across Cultures and Time
Bibliographic record
Abstract
Abstract This chapter is about meaningful connection in media entertainment in relation to the concept of resonance during an era of social and technological acceleration. A hierarchical model is proposed with a desire for pleasure at the concrete foundation and an aesthetic appreciation of meaning at the more abstract and universal level. This range of experience is examined in the context of Greek and Chinese thinking about resonance. For Ancient Greeks, resonance describes interpretative and expressive events where concrete bodily and immersive practices shape experiences that may have ethical and sociopolitical effects. In Plato, it branched into (1) passive reception that mirrors a copy and offers no direct access to truth but might merely condition a person or (2) a communion that reveals the ideal. Aristotle stressed the dynamics of resonance in theater to build a relatively autonomous agent who appreciates and reflects on ways that causes affect human action in the social world. In the Chinese part of this chapter, we examine scholarship related to the concept of resonance during the Six Dynasties period (220–589 CE) as well as its intellectual roots from Confucianism and Daoism. Major issues explored include: the function of resonance in artistic creation and appreciation as well as its social function from a Confucian perspective; the method that helps people experience resonance with nature or cosmos from a Daoist perspective; and finally, the concept of vital energy across the cosmos which facilitates the more profound experience of resonance.
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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 | 0.006 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.006 | 0.025 |
| Scholarly communication | 0.011 | 0.011 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".