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Record W2918144820 · doi:10.33701/jipwp.v44i1.215

Peran Struktur Sosial dalam Pembangunan Sarana Prasarana Permukiman Perkotaan (Studi Kasus: PLPBK Kelurahan Karangwaru Kecamatan Tegalrejo Kota Yogyakarta)

2019· article· en· W2918144820 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

VenueJurnal Ilmu Pemerintahan Widya Praja · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicLocal Governance and Development
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsNonprobability samplingSociologySocial stratificationSocial structureData collectionPolitical scienceSocial scienceDemography

Abstract

fetched live from OpenAlex

Social structure is one of the important elements in development. Elements in the social structure will form relationships and form joint actions on the program. PLPBK Program in Karangwaru Village, Tegalrejo Sub-District, Yogyakarta City has focus on society. Social life is closely related to social structure. Based on the explanation, the purpose of this research is to determine the role of social structure in the PLPBK program in Karangwaru Village. The approach of this research is deductive qualitative. The method of analysis used is descriptive qualitative. Methods of data collection using field observation, secondary survey, and primary survey. Sampling technique of primary survey using non-probability sampling that is purposive sampling. The results showed that the social structure in Karangwaru Village has a positive and negative role in the PLPBK program. Social institutions, social groups, power and authority, and culture have a positive role while social stratification and social dynamics have a positive and negative role. The function of social structures such as maintaining patterns, integration, achieving objectives, and adaptation has been demonstrated by the social structure in the PLPBK program at Karangwaru Village.Keywords: Development; Infrastructure; Social Structure; Society

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.705
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0010.002
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.002

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 head0.010
GPT teacher head0.279
Teacher spread0.269 · 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