MétaCan
Menu
Back to cohort
Record W4205514540 · doi:10.31219/osf.io/npgwx

KEPEMIMPINAN DAN KINERJA PIMPINAN PEREMPUAN

2021· preprint· en· W4205514540 on OpenAlexaff
Hary Murcahyanto, Wirasandi, Mawardi Mawardi, Abdul Majid Junaidi, Rasyid Ridho Hamidy

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicLocal Governance and Development
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsNonprobability samplingData presentationData collectionDocumentationGovernment (linguistics)Work (physics)SocioeconomicsGeographyPolitical scienceSociologySocial scienceEngineeringDemographyPopulation

Abstract

fetched live from OpenAlex

This study aims to determine the performance of female village heads and lurah in carrying out their duties, to find out the perceptions of leaders, village staff, and the community of three villages and one kelurahan in Lombok Timur Regency about the performance of female village heads and lurah and to find out the challenges and obstacles. faced in carrying out their leadership. With the existence of gender equality, women currently do not only work in the domestic area, but many who work in the public area become leaders, such as those in three villages and one kelurahan in Lombok Timur Regency which are led by a woman. This research uses a qualitative method with a case study approach located in four villages in Lombok Timur Regency. The subjects of this research are village government staff, village heads/lurah, community, religious leaders, traditional leaders, and community leaders in three villages and one kelurahan in Lombok Timur Regency. The types of data and data sources are primary and secondary data. The data collection technique used the purposive sampling technique. Methods of data collection using observation, interviews, and documentation. Data analysis is data reduction, data presentation, and conclusion drawing. Test the validity of the data by deepening observations, in-depth interviews, and triangulation. The results of the research showed that the performance of the female village head was good, responsible discipline, and never procrastinating on her duties. And the distribution of development is continuously carried out following the programs that have been implemented. This was acknowledged by village staff and communities in three villages in Lombok Timur Regency. The community's perception of the performance of the female village head/lurah is that the performance of the female village head/lurah is quite good when compared to the performance of the male village head/lurah. Female village heads have high participation, often provide examples, and invite the community to work together and make the village they lead more advanced. The challenges and obstacles faced by female village heads are when taking care of their household. In addition to being a leader in her village, she is also a housewife who must be able to divide her time between household work and her official work.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
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 head0.036
GPT teacher head0.327
Teacher spread0.291 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same topicLocal Governance and DevelopmentFrench-language works237,207