Homage to Hoysala Artist Baichoja of Nandi
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
Hoysala Dynasty in Southern part of Karnataka was an important ruling family –reigned from 11 century to almost first quarter of 14th Century CE. Hoysala kings were great patron of art and architecture. They not built most beautiful temples also were responsible for nourishing artists. Hoysala temple have been decorated with highly intricate and decorative sculpture depicting the exuberance of carving skills. Artists were invited across the state. Artists from Balligave, Gadag and regional artists were invited for carving sculptures. Well-known artists like Dasoja, Honnoja, Malloja, Maniyoja- and alike list runs. Artist discussed in present essay is Baichoja, and Mallitamma. Two artists whose names appears in the temples datable to late 12th century to mid-13th century CE. Interesting aspects about artist Baichoja is discussed with examples of sculptures.
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 | 0.003 | 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 | 0.001 | 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) | 0.000 | 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