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Record W7131270841 · doi:10.46522/s.2025.ed.5

Străini în lumi și mai străine. Ramificațiile adaptative și pedagogice ale șocului cultural

2025· article· W7131270841 on OpenAlexaboutno aff
Andrei-Călin Zamfirescu

Bibliographic record

VenueSymbolon · 2025
Typearticle
Language
FieldArts and Humanities
TopicComparative and World Literature
Canadian institutionsnot available
Fundersnot available
KeywordsPhenomenonRelevance (law)Notional amountRelation (database)Focus (optics)AcculturationWestern cultureHabitus

Abstract

fetched live from OpenAlex

Any conclusive analysis of the socio-cultural effects that emerge, organically, as a major consequence of contemporary migration processes will have to be based, apodictically, on the adjoining tenets of an anthropological concept that has become a recurring node in the afferent specialized literature hailing from the middle of the XXth Century. This concept, tentatively dubbed culture shock, materialized as a germinal theoretical rudiment in the writings of the Canadian anthropologist Kalervo Oberg. According to his doctoral research conducted in relation to the migratory dynamics to which members of the Tlingit tribal communities (endemic, approximately, to the topography that is circumscribed by the current borders of Alaska and British Columbia) were connected, the pernicious valences inherent to the phenomenon of accelerated acculturation would justify the application of the somewhat radical attribute of shock to all the complex processes by which external elements of language, religion and cultural habitus are adopted by a given community. In the decades following its initial formulation, culture shock was removed from its original speculative pedestal, which would have bestowed upon it the applicative singularity characteristic of a concept, being instead recalibrated to conform to the looser parameters of a notional construct. Its operational relevance remains, however, indisputable, as it now finds itself placed under the epistemic jurisdiction of a panoply of heterogeneous scientific fields, such as linguistics, imagological studies, psychology and, last but not least, pedagogical theory. The latter will represent the central framework towards which the explorations of the present study will be directed: in turn, these investigations will focus on highlighting the epistemological dimensions, as well as the major pragmatic implications entailed by the incorporation of culture shock (as an empirically validated datum) into the proverbial toolbox of the multiculturally conscious iterations of didactic theory.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0040.008
Scholarly communication0.0090.003
Open science0.0010.006
Research integrity0.0010.005
Insufficient payload (model declined to judge)0.0180.006

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 head0.041
GPT teacher head0.325
Teacher spread0.284 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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