MétaCan
Menu
Back to cohort
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 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.

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

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, 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: none
Teacher disagreement score0.769
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0130.001

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