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Record W7135590648

Czech-Canadian cultural standards in formal relations

2025· dissertation· cs· W7135590648 on OpenAlex
FrantišekŠtefan

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

VenueDigital Repository (National Repository of Grey Literature) · 2025
Typedissertation
Languagecs
FieldSocial Sciences
TopicLeadership, Human Resources, Global Affairs
Canadian institutionsnot available
Fundersnot available
KeywordsCzechIntercultural communicationHierarchyCultural diversityPerceptionAffect (linguistics)Cross-cultural communicationHofstede's cultural dimensions theory
DOInot available

Abstract

fetched live from OpenAlex

This master’s thesis examines Czech-Canadian cultural standards in formal relations, with a focus on professional, academic, and institutional environments. The aim of the thesis is to identify the main cultural differences between the Czech Republic and Canada, describe their manifestations in formal interactions, and explain how these differences influence intercultural communication. The theoretical part draws on intercultural communication frameworks and cultural dimensions defined by Hofstede, Hall, and Trompenaars & Hampden-Turner, which provide the basis for analysing communication patterns in both cultures. The practical part is based on a qualitative research design using the method of critical incidents among Czech and Canadian respondents, supplemented by quantitative data from the VSM questionnaire. The findings indicate that the key differences include direct versus indirect communication styles, divergent approaches to formal procedures, varying expectations regarding small talk, culturally distinct ways of expressing feedback, and different perceptions of hierarchy and authority. Czech respondents tend to view Canadian communication as polite, cautious, and structured, whereas Canadian respondents describe Czech communication as direct, efficient, and pragmatic. These cultural differences significantly affect the dynamics of formal intercultural communication. The thesis concludes with practical recommendations that may help improve the effectiveness of Czech-Canadian cooperation.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.658
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.001
Scholarly communication0.0030.005
Open science0.0010.000
Research integrity0.0020.002
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 head0.012
GPT teacher head0.280
Teacher spread0.267 · 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