Bibliographic record
Abstract
This study constructs a framework of narratology for art history and rewrites the development of twentieth-century Chinese art from a narratological perspective. Theoretically and methodologically oriented, this is a self-reflective meta-art history studying the art historical narratives while narrating the story of modern and contemporary Chinese art. Thus, this book explores the three layers of narrative within the narratological framework: the first-hand fabula, the secondary narration, and the tertiary narrativization. With this tertiary narrativization, the reader-author presents three types of narrative: the grand narrative of the central thesis of this book, the middle-range narrative of the chapter theses, and case analyses supporting these theses. The focus of this tertiary narrativization is the interaction between Western influence on Chinese art and the Chinese response to this influence. The central thesis is that this interaction conditioned and shaped the development of Chinese art at every historical turning point in the twentieth century. The book will be of interest to scholars working in art history, critical theory, Chinese studies, and cultural studies.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.007 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".