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Record W4295095727 · doi:10.29303/jpmpi.v4i3.2012

Meningkatkan Jiwa Kewirausahaan dan Kreativitas Masyarakat Melalui Sosialisasi dan Pelatihan Pembuatan Kokedama Berbahan Dasar Limbah Serabut Kelapa di Kelurahan Tiwugalih, Kabupaten Lombok Tengah.

2022· article· id· W4295095727 on OpenAlex
Baiq Nindy Anidia Agustina, Baiq Rani Dewi Wulandani, Lalu Alfin Maulana Ramdani, Ismi Wardhani, Ahmad Beni Baharun, Aris Munandar, Muhammad Ulhusna, Baiq Silvia Wahyu Ning Tyas, Era Anggela, Annisa Rahmatia, Tamlihatul Khalisah

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJurnal Pengabdian Magister Pendidikan IPA · 2022
Typearticle
Languageid
FieldAgricultural and Biological Sciences
TopicShallot Cultivation and Analysis
Canadian institutionsImmunoPrecise (Canada)
Fundersnot available
KeywordsEngineering

Abstract

fetched live from OpenAlex

Kelompok Kuliah Kerja Nyata Tematik Universitas Mataram mengadakan kegiatan sosialisasi dan pelatihan pembuatan kokedama yang berbahan dasar serabut kelapa. Kegiatan ini di laksanakan selama Satu hari yaitu pada tanggal 15 juli 2022 . Bertempat di Kelurahan Tiwugalih, Kabupaten Lombok Tengah. Dengan bantuan dan kerjasama pemerintah kelurahan tiwugalih kegiatan ini terlaksana dengan baik dan penuh antusias dari masyarakat setempat. Kegiatan ini laksanakan guna meningkatkan jiwa wirausaha masyarakat Kelurahan Tiwugalih dan mengedukasi masyarakat Kelurahan tiwugalih untuk mengelola limbah pabrik kelapa di daerah tersebut. Kata Kunci : Kelurahan Tiwugalih, Kokedama, Sosialisasi.

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 imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.237
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0010.003
Science and technology studies0.0060.001
Scholarly communication0.0020.002
Open science0.0030.002
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0120.001

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 head0.033
GPT teacher head0.249
Teacher spread0.216 · 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