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Record W1755664270 · doi:10.1111/1744-7941.12080

An exploratory study of the cultural context of organisational climate and human resource practices

2015· article· en· W1755664270 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.

fundA Canadian funder is recorded on the work.
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

VenueAsia Pacific Journal of Human Resources · 2015
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicJob Satisfaction and Organizational Behavior
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsConstruct (python library)Organisation climateExploratory researchContext (archaeology)CollectivismPaternalismHuman resource managementEnvironmental resource managementHuman resourcesKnowledge managementBusinessSociologyPolitical sciencePublic relationsGeographyManagementSocial scienceIndividualismEconomicsComputer science

Abstract

fetched live from OpenAlex

The ‘climate’ construct has an important and long history in organisational science. This study explores a specific type of organisational climate, known as human resource ( HR ) climate, in the context of an organisation operating in T urkey. The competing values framework is used to interpret the findings regarding the nature of HR climate, and to compare and contrast HR climate with organisational climate. This study employs an exploratory qualitative research design in which several in‐depth interviews were conducted with HR managers/directors. The findings suggest that although some dimensions of HR climate show similarities with those of organisational climate, there are significant differences. In addition, several dimensions of the HR climate found in this study reflect cultural characteristics of T urkey, specifically collectivism and paternalism. This extends knowledge of the concept of HR climate and shows that the construct may have dimensions that are culturally specific (particular) rather than universal.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.429
Threshold uncertainty score0.363

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.048
GPT teacher head0.297
Teacher spread0.250 · 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