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EKSISTENSI KELOMPOK WANITA TANI “MANDIRI SEJAHTERA” (STUDI KASUS DI DESA BOJONGMANGU, KABUPATEN BEKASI)

2022· article· en· W4323061305 on OpenAlex

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

VenueKusa Lawa · 2022
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgricultural Development and Management
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsBusinessEmpowermentGovernment (linguistics)AgricultureManagementAgricultural scienceBusiness administrationEconomic growthEconomicsGeography

Abstract

fetched live from OpenAlex

The Existence of “Mandiri Sejahtera” Women Farmers Group (Case Study in Bojongmangu Village, Bekasi). The purpose of this research is to understand the existence of Kelompok Wanita Tani “Mandiri Sejahtera” in the middle of rapid industrial expansion. This research was conducted in Desa Bojongmangu, Kecamatan Bojongmangu, Kabupaten Bekasi. The techniques that used to collect data were observation and interview. The interviews were conducted with members of KWT “Mandiri Sejahtera”. The result of this research showed that the existence of KWT “Mandiri Sejahtera” in the middle of industrial expansion was well empowered by the government. The success of the empowerment was proven by the fact that KWT “Mandiri Sejahtera” won the Peningkatan Peran Wanita Menuju Keluarga Sehat & Sejahtera (P2WKSS) program that were held at province. The existence of KWT “Mandiri Sejahtera” also gave financial supports for the members. The government tried to apply the bottom-up system by considered the people need’s first. Even though the industrial expansion was still implemented, the government did not forget to improve the agricultural sector. One of many ways to improve agricultural sector was by empowering Kelompok Wanita Tani “Mandiri Sejahtera”. Keywords: women farmer group, industry, empowerment, government

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.310
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.013
GPT teacher head0.168
Teacher spread0.156 · 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