Enrichment of Mung Bean with L-DOPA, GABA, Essential Amino Acids via Controlled Biofermentation Strategy
Bibliographic record
Abstract
In Balinese gamelan art, a new Balinese musical creation featuring kites has been introduced. While kite-flying traditions had previously existed, there had been no Balinese gamelan musical works featuring. This phenomena reflects a transformational style that involves deconstructive techniques. The concerns are: 1) What is the shape of new kite building in Balinese karawitan art activities?; 2) Are there differences in kite traditions & in Balinese karawitan art activities?; 3) What is the purpose of deconstruction of kite traditions in Balinese karawitan art activities?. A qualitative methods was applied from a cultural studies standpoint. An interdisciplinary strategy was used to collect all data, which included document studies, participant observation, and interviews with Karawitan artists. All data were analyzed qualitatively-interpretively, with consideration given to deconstruction, aesthetics, and ethnomusicology theories. The results show tha t: 1) a new construction of kite tradition elements is seen in the sound patterns of new creative karawitan music; 2) the form of kite tradition is seen in the phase preceding the realization of new creative karawitan music works with a kite theme; and 3) artistic, religious, and communicative meanings are implied in the new creative karawitan artworks as a deconstruction of the kite tradition. These discoveries help to shape karawitan art based on local wisdom and create opportunity for discussion amongst traditional cultural forms.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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 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".