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Enrichment of Mung Bean with L-DOPA, GABA, Essential Amino Acids via Controlled Biofermentation Strategy

2016· article· en· W2262577837 on OpenAlexvenueno aff
Kamariah Long, Azlina Danial, Koh Soo Peng

Bibliographic record

VenueInternational Journal of Biotechnology for Wellness Industries · 2016
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicGABA and Rice Research
Canadian institutionsnot available
Fundersnot available
KeywordsMung beanChemistryAmino acidBiochemistryFood science

Abstract

fetched live from OpenAlex

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.017
GPT teacher head0.271
Teacher spread0.254 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations9
Published2016
Admission routes1
Has abstractyes

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