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Record W4282963579 · doi:10.25124/idealog.v7i1.4787

EIGHT ASPECT DESIGNS OF BOARDING SCHOOL BASED ON PREFERENCE IN NEW NORMAL ERA OF COVID-19, KENDARI CITY AND BANDUNG AS CASE STUDIES

2022· article· id· W4282963579 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

VenueIdealog Ide dan Dialog Desain Indonesia · 2022
Typearticle
Languageid
FieldComputer Science
TopicData Mining and Machine Learning Applications
Canadian institutionsEncana (Canada)
FundersUniversitas Lampung
KeywordsMathematicsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Pembangunan indekos mahasiswa perlu didukung oleh pedoman tertentu yang mampu menghadapi situasi dimasa new normal. Pedoman perancangan tersebut perlu mempertimbangkan pendapat mahasiswa sebagai pengguna yang mengalami langsung kejadian pandemi Covid-19 ini, agar memproleh hasil yang ideal. Bagaimanapun juga, pedoman perancangan indekos di kota Kendari yang mempertimbangkan masa new normal belum pernah dilakukan. Tujuan penelitian ini adalah untuk mengetahui preferensi mahasiswa terhadap indekos yang ingin ditinggali di masa new normal. Penelitian ini dilakukan secara kualitatif dengan pendekatan grounded theory yang bersifat ekploratif. Pengumpulan data dilakukan dengan membagikan kuisioner online yang bersifat (open-ended). Kuisioner dibagikan secara bebas (non-random sampling). Terdapat 158 responden yang mengisi kuisioner online tersebut. 128 dari yang tinggal di kota Kendari dan sisanya berada di kota Bandung. Data dari hasil kusioner yang didapatkan kemudian dianalisis dengan analisis isi. Dalam analisis isi, dilakukan dua tahapan yaitu open coding dan selective coding. Hasil penelitian menunjukkan bahwa ada delapan aspek yang menjadi preferensi indekos yang ingin ditinggali dimasa new normal. Penelitian ini diharapkan dapat menjadi kriteria rancangan indekos yang dapat mewadahi keinginan mahasiswa dan lebih antisipatif

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)0.003
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.121
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.067
GPT teacher head0.322
Teacher spread0.255 · 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