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INTERDISCIPLINARY INTERACTIONS IN APPLIED LINGUISTICS: A CANADIAN PERSPECTIVE

2023· article· en· W4402118260 on OpenAlexaboutno aff
ANASTASIIA PRYDOLOBA

Bibliographic record

VenueComparative Professional Pedagogy · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicDiscourse Analysis in Language Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)Applied linguisticsSociologyLinguisticsHigher educationPedagogyPsychologyEngineering ethicsPolitical scienceComputer scienceEngineeringPhilosophy

Abstract

fetched live from OpenAlex

The article analyzes applied linguistics as a field of knowledge in the Canadian experience and its interdisciplinary interactions. It is pointed out that interdisciplinary interaction with other sciences such as psychology, sociology, informatics, semiotics, cybernetics, etc. determined the evolution of linguistic research in recent decades. In the result of the integration of scientific efforts, such complex sciences as psycholinguistics, sociolinguistics, cognitive linguistics, computer linguistics, neurolinguistics, etc. have emerged. It is noted that the interdisciplinary interaction of applied linguistics contributes to its formation as a field of knowledge, enriching research and solving complex linguistic problems. It is established that the connection of applied linguistics with other scientific fields contributed to a comprehensive understanding of language and its use in various fields. The nature, advantages and influence of interdisciplinary connections of applied linguistics in Canada with other fields of knowledge are analyzed. In particular, the connection of applied linguistics with psychology offers an understanding of the cognitive processes involved in language acquisition. At their intersection, the subfield of psycholinguistics emerges. Leading researchers have identified psycholinguistics as the study of how people perceive, create, and understand language. It is noted that the interdisciplinary connection of applied linguistics and sociology solves the problems of language identity, diversity and the influence of social variables on language learning and use. It is determined that the connection of applied linguistics with information technologies, in particular with computational linguistics, contributes to the progress of computer-aided language learning (CALL) and innovative approaches to language learning. It is highlighted that interdisciplinary collaborations in applied linguistics have many advantages, such as a deeper and more thorough comprehension of language-related problems, creative approaches to research, and the creation of workable solutions to real-world language problems.

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)0.007
metaresearch head score (Gemma)0.007
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 score0.754
Threshold uncertainty score0.874

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0090.014
Science and technology studies0.0390.028
Scholarly communication0.0170.006
Open science0.0030.008
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0090.001

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 head0.120
GPT teacher head0.457
Teacher spread0.337 · 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
Published2023
Admission routes1
Has abstractyes

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