MétaCan
Menu
Back to cohort
Record W3027678344 · doi:10.5430/rwe.v11n2p42

A Study on the Analysis of Complex Resort Use Status Through IPA

2020· article· en· W3027678344 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.

venuePublished in a venue whose home country is Canada.
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

VenueResearch in World Economy · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicDiverse Topics in Contemporary Research
Canadian institutionsnot available
FundersGwangju University
KeywordsReliability (semiconductor)Selection (genetic algorithm)BusinessService (business)MarketingComputer science

Abstract

fetched live from OpenAlex

This study is intended to suggest marketing strategies for complex resort by identifying selection attributes of complex resorts from IPA as well as to identify factors of selection attributes of complex resorts recognized by users. For the study, survey was distributed to 400 complex resort users. Survey was conducted from August 1 to 31, 2019, in weekdays and weekends. Especially, survey was conducted on various age groups to well reflect opinions of complex resort users. Total 347 copies of survey were distributed, and 23 copies with incomplete answers were excluded that total 324 copies (80.1%) were used for empirical analysis. As a result of analysis, selection attributes of complex resort were derived to be seven factors of reliability, convenience, facilities, food and beverage, natural environment, employee service, and program. In addition, convenience and facilities turned out to be factors to be continuously maintained from IPA followed by natural environment as a factor to avoid excessive effort, program with low priority, and food and beverage and reliability in need of concentrated effort. According to these results, it seems that there shall various efforts to restore reliability and improve food and beverage of complex resorts.

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)0.005
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.758
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.006
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.753
GPT teacher head0.534
Teacher spread0.219 · 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