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Record W3118634450 · doi:10.36983/japm.v9i1.120

Penerapan Protokol Kesehatan Hotel sebagai Langkah Preventif pada Masa Pandemi

2021· article· en· W3118634450 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJurnal Akademi Pariwisata Medan · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCOVID-19 Prevention and Impact
Canadian institutionsnot available
Fundersnot available
KeywordsProtocol (science)BusinessTourismCoronavirus disease 2019 (COVID-19)Quarter (Canadian coin)Operations managementMedicineEngineeringGeography

Abstract

fetched live from OpenAlex

Hotel is one of the places to stay for tourists while on their tour. During the Covid-19 pandemic, hotel operations still running but with limited activities. Due to the relaxation period, the number of usable rooms increase along with the implementation of the Health Protocol as a preventive way in every hotel facility. This study aims to determine the application of hotel Health Protocols in Bandung. The method used is descriptive quantitative in assessing the importance of Health Protocols in each hotel services in providing safety and comfort for tourists during their stay. The results showed that the flow of hotel Health Protocol application was socialized and implemented for both employees and visitors. The number of hotels visited during the second quarter of 2020 along relaxation is 225 facilities or 56% of all hotels in Bandung City. Adherence to the implementation of the Health Protocol in the first 2 weeks was 76% and increased to 100% at the second 2 weeks or there was an increase in adherence by 25%. The total increase in compliance with hotel Health Protocol implementation is 25%. The conclusion of this study is that the implementation of the hotel Health Protocol has increased, which is one of the guarantees of tourist safety and preventive steps to break the chain of Covid-19 transmission in hotels.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.721
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.064
GPT teacher head0.392
Teacher spread0.328 · 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