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 Literati landscape painting was the mainstream of Chinese art in the Yuan dynasty; its keynote is the idea of yi , literally, escaping for freedom, which is represented by the notion of reclusiveness at the conceptual level and the notion of spontaneity at the formal level. Based on an analytical interpretation of the development of Yuan literati landscape painting at the two levels, this essay intends to make a point that, under the Mongol rule, reclusiveness and spontaneity became the artistic pursuit of Chinese artists in the period from late 13th to late 14th century. Employing Yuri Lotman’s theory of “semiosphere” in this study, I argue that the blueprint for the solitary world is designed by the early Yuan literati artist Zhao Mengfu, and this world is constructed by the later Yuan literati artists Huang Gongwang and Ni Zan, among others. I further describe the structure of this world as having two levels and three concentric circles, with reclusiveness as the signified central idea and spontaneous brushwork as its signifier. I then conclude that the interaction of the reclusive idea and spontaneous style semioticizes the structure, and completes the construction of the unique artistic world of Yuan literati landscape painting.
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 | 0.000 | 0.001 |
| 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 | 0.000 | 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