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Record W4413493453 · doi:10.1080/17475759.2025.2549319

The Space of In-Betweenness: Engaging Incommensurability as an Intercultural Heuristic

2025· article· en· W4413493453 on OpenAlexaff
Dacheng Zhang, Lore tta LeMaster, Michael Tristano

Bibliographic record

VenueJournal of Intercultural Communication Research · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsBetweenness centralitySpace (punctuation)HeuristicIntercultural communicationEpistemologySociologyMathematicsLinguisticsCommunicationPhilosophyStatistics

Abstract

fetched live from OpenAlex

This essay engages the idea of “incommensurability” as a reflexive attunement to recognizing cultural differences as simultaneously non-equivalent and non-hierarchical. Specifically, we approach incommensurability as a response to commensurability, which we understand as a difference-as-problem assumption undergirding colonial modes of thinking within/beyond intercultural communication inquiry. By reviewing several frameworks that inform a politics of difference-in-commune, we identify two dimensions of incommensurability to articulate the space of in-betweenness that merits further intercultural communication theorizing: (a) the critical oppositional personal-identitarian thesis, and (b) the critical oppositional relational-communal thesis. In short, incommensurable difference should be understood as a site of nourishment rather than a deficit.

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 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)0.008
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.164
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.001
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 head0.101
GPT teacher head0.514
Teacher spread0.413 · 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 teacher head, not a consensus.

Study designQualitative
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

Citations1
Published2025
Admission routes1
Has abstractyes

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