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Record W2922385144 · doi:10.25105/pakar.v0i0.2639

STRATEGI PEMBANGUNAN DAN PENGEMBANGAN PERUMAHAN DAN KAWASAN PERMUKIMAN PROVINSI BANTEN

2018· article· id· W2922385144 on OpenAlex
Tiar Pandapotan Purba, Topan Himawan, Ernamaiyanti Ernamaiyanti, Nur Irfan Asyari

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

VenueProsiding Seminar Nasional Pakar · 2018
Typearticle
Languageid
FieldEnvironmental Science
TopicCoastal Management and Development
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsMathematics

Abstract

fetched live from OpenAlex

Perumahan dan permukiman merupakan salah satu kebutuhan dasarmanusia dalam rangka peningkatan dan pemerataan kesejahteraan rakyat.Penelitian ini bertujuan untuk mengetahui strategi pembangunan danpengembangan perumahan dan kawasan permukiman Kota Serang, ProvinsiBanten. Penelitian yang digunakan melalui pendekatan studi kasus (casestudy approach). Rancangan penelitian yaitu penelitian eksplanatori.Penelitian ini dilakukan pada bulan Agustus sampai Desember2017 diProvinsi Banten. Data yang dikumpulkan dalam penelitian ini terdiri atas dataprimer dan dan sekunder dengan metode pengumpulan data melaluiobservasi, wawancara terstruktur, FGD dan metode pustaka. Analisisproyeksi penduduk mengunakan metode pertumbuhan pendudukeksponensial. Hasil penelitian dianalisis secara analisis Geospasial dandeskriptif. Strategi pengembangan PKP di Provinsi Banten saat ini sangatditentukan oleh kebutuhan hunian masyarakat baik untuk kebutuhan pribadimaupun untuk kebutuhan investasi. Arah pengembangan PKP di ProvinsiBanten pada tahun 2030 sesuai RTRW, maka beberapa kota harus mulaimengembangkan permukiman di wilayah sekitarnya dan ataumengembangkanpermukiman dengan konsep vertikal dan berbasis TODseperti Kota Tangerang Selatan dan Kota Tangerang.

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)0.001
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: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.579
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.002

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 head0.017
GPT teacher head0.243
Teacher spread0.226 · 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