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PREFERENCES OF RENT GARAGE OWNERS IN LOCATION SELECTION IN DALUNG VILLAGE, BADUNG REGENCY

2022· article· en· W4280577227 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

VenueASTONJADRO · 2022
Typearticle
Languageen
FieldEnvironmental Science
TopicCoastal Management and Development
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsRentingBusinessGovernment (linguistics)SanctionsSite selectionGeographyAgricultural economicsTransport engineeringEngineeringCivil engineeringEconomicsPolitical science

Abstract

fetched live from OpenAlex

<p>Dalung Village, a residential development area in North Kuta District, Badung Regency, has many densely populated residential areas, yet the areas are not supported by adequate parking facilities. It is then used by the community around the residential areas to develop a rental garage business resulting in the direction of land use in Dalung Village in the current settlement designation area developing towards trade and services. This study aimed to determining the factors that become rental garage owner’s preferences in choosing the location of a rental garage related to the characteristics of land use in Dalung Village. The research method used was a qualitative method with a case study approach. Data was collected through field observations, interviews and distribution of google form questionnaires to rental garage owner’s. The results of this study indicate that the community's preference were the factor of the residential environment with lots of parking on the shoulders, the density factor of the number of vehicles that passed on public roads and environmental roads, environmental safety factors, capital and maintenance efficiency factors as well as the presence of similar businesses (rental garage) in an residential areas. The factor that made land use occurred was the lack of firmness of the Dalung village government and Badung district government in make arrangement for regional spatial planning areas and providing sanctions for violations of village spatial planning.<strong></strong></p><p> </p>

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.203
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.008
GPT teacher head0.210
Teacher spread0.203 · 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