A Cultural Semiotics of <i>Jingshen</i>: A Manifesto
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
Abstract In the face of myriad crises in modern societies, semiotic inquiry has many valuable contributions to make. However, the long-standing dominant analytical paradigms in the field have made it exceedingly difficult, if not altogether impossible, to tackle the countless unanalyzable aspects of semiosis in the human condition. What needs to be done in semiotics is to highlight another mode of knowing, synthetic thinking, without excluding the analytical mode. Drawing inspiration and strength from classical Eastern philosophies and aesthetics, notably I Ching and Laozi , as well as classics and advances in global semiotics, the present paper proposes a cultural semiotics of jingshen , understood here as the holistic flux of mind, vitality, and creativity. This route of inquiry seeks cogent coalescence of the two foregoing modes of knowing so as to better inform semiotics in a new age. At the same time, it creates a unique methodology: the fusion of revelatory “embodied cognition” and “cognition via knowledge/ abstraction.” Viewed in this light, the purpose or function of semiotics is not limited to understanding signs and sign relations or uncovering laws governing the evolution of semiosis, but more importantly it embraces the improvement of mental capacity, the expansion of cognitive space, and the liberation of human thinking.
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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 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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