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Record W2527410285 · doi:10.1111/lnc3.12205

Motor Influences on Grammar in an Emergentist Model of Phonology

2016· article· en· W2527410285 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueLanguage and Linguistics Compass · 2016
Typearticle
Languageen
FieldPsychology
TopicLanguage Development and Disorders
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsPhonologyBabblingLexiconLinguisticsGrammarPhonological developmentPhonological ruleComputer scienceCircumstantial evidencePsychologyLanguage acquisitionCognitive scienceCognitive psychologyHistoryPhilosophy

Abstract

fetched live from OpenAlex

Any account aiming to provide a comprehensive picture of children's acquisition of speech must consider both the development of the phonological grammar and the maturation of the structures and motor skills used to implement the sounds of a language. Much previous literature has been marked by a tendency to draw sharp demarcations between motor and grammatical influences, or to assert that all of child speech can be reduced to one or the other. This paper argues that it is neither necessary nor desirable to segregate speech‐motor development from grammatical development when modeling speech acquisition, because they are fundamentally intertwined. The paper focuses on bringing together two literatures that have evolved largely independently. The first explores how speech‐motor patterns practiced during babbling come to be disproportionately represented in the lexicon in children's earliest stages of meaningful speech. The second posits that abstract elements of phonology – segments, features, and constraints – can be understood to emerge from generalizations over stored memory traces at a more holistic level. We argue that an emergentist model of phonological learning can be enhanced by incorporating the insight that memory traces of strings that have been heard and produced are encoded more robustly than strings that have only been heard.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.377
Threshold uncertainty score0.405

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.026
GPT teacher head0.317
Teacher spread0.291 · 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