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Record W7110704239

Deskripsi Sosial Ekonomi Pedagang Kaki Lima Di Kelurahan Ganjar Agung Kecamatan Metro Barat Kota Metro

2025· other· W7110704239 on OpenAlexaboutno aff

Bibliographic record

VenueDigilib Repository Unila (Lampung University) · 2025
Typeother
Language
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsPopulationQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

Penelitian ini bertujuan untuk mengetahui deskripsi social ekonomi pedagang kaki lima di Kelurahan Ganjar Agung Kecamatan Metro Barat Kota Metro yang dilihat dari tingkat Pendidikan anak, jumlah tanggungan keluarga, status kepemilikan tempat tinggal. Penelitian ini menggunakan metode kualitatif dengan pendekatan deskriptif. Populasi dalam penelitian adalah pedagang kaki lima sebanyak 11 orang, dan tidak menggunakan sampel karena anggota populasinya sedikit. Teknik pengumpulan data dalam penelitian menggunakan observasi, wawancara, dan dokumentasi. Analisis data penelitian menggunakan analisis deskriptif, dan disajikan menggunakan tabel tunggal. Hasil penelitian menunjukkan bahwa (1) sebanyak 16 jiwa tingkat Pendidikan anak pedagang kaki lima berpendidikn dasar (Sekolah Dasar dan Sekola Menengah). (2) sebanyak 33 jiwa jumlah tanggungan keluarga pedagang kaki lima termasuk tanggungan keluarga besar. (3) sebanyak 9 jiwa status kepemilikan tempat tinggal pedagang kaki lima adalah milik sendiri. Kata kunci: sosial ekonomi, pedagang kaki lima

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 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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity
Consensus categoriesMeta-epidemiology (narrow), Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.949
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0060.007
Meta-epidemiology (broad)0.0060.004
Bibliometrics0.0090.008
Science and technology studies0.0040.003
Scholarly communication0.0020.003
Open science0.0070.004
Research integrity0.0040.005
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 head0.007
GPT teacher head0.199
Teacher spread0.191 · 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; both teacher heads agree on what is shown here.

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
Published2025
Admission routes1
Has abstractyes

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