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Record W3203546341

HUBUNGAN BEBAN KERJA DENGAN TINGKAT STRES PERAWAT

2021· article· id· W3203546341 on OpenAlex
Putri Ladia, Meynur Rohmah, Zahrah Maulidia Septimar

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

VenueNusantara Hasana Journal · 2021
Typearticle
Languageid
FieldHealth Professions
TopicOccupational Health and Safety Management
Canadian institutionsnot available
Fundersnot available
KeywordsWorkloadWork (physics)Inclusion (mineral)Thematic analysisIndonesianWork stressQuarter (Canadian coin)PsychologyStress (linguistics)Computer scienceSociologySocial psychologyQualitative researchEngineeringGeographyLinguisticsSocial science
DOInot available

Abstract

fetched live from OpenAlex

In the United States about 11 million people suffer from work stress. Another survey shows that nearly a quarter of Americans consider work stress to be the biggest and most important problem in life. Method: Literature study This writer uses traditional literature studies with reseach studies and systematic approaches namely thematic analysis, simplified approach. In searching for several articles, this literature uses the PICO strategy with inclusion criteria, namely using two languages, namely Indonesian and English, respondents are nurses who work in hospitals, articles that are obtained from primary sources and are vulnerable when the article is 5 years (2015-2020 ). Results: Based on the Literature study, there was a correlation between workload and nurses work stress. Thus, nurses who experience excessive workload will be vulnerable to increased work stress.

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), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.230
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0060.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.005
Insufficient payload (model declined to judge)0.0190.003

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 head0.068
GPT teacher head0.412
Teacher spread0.344 · 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