Bibliographic record
Abstract
The carvings in the Mahabalipuram monument are a veritable microcosm of gods, lions, angels, men, bears, deer, elephants and innumerable sorts of other living things which move from two directions - left and right - toward the center of the cleft (and the main channel of the water-fall). Beginning with the upper levels of this left sectional detail are many winged celestial beings racing toward the centre of the stone's composition, and beneath them, walking on the area of man's material existence, are earth deities, dwarfs, lions, deer, and bears. At the far right, standing in a pirouette position, which is actually an ascetic pose, is the petitioner Bhagiratha, who is gazing at the sun. His attitude is repeated in a charming detail of an 'ascetic cat' nearer to the cleft at the center of the monument on the right portion. We Must pay particular attention to the style expressed in the Mahabalipuram monument while considering its iconography, for the material of the stone itself dictates, for the most part, the handling of the cutting. This granite is very hard and necessitates a broad silhouette-like treatment of individual figures. -- Upper left portion.
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.
How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.003 |
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; both teacher heads agree on what is shown here.
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".