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Record W1990413489 · doi:10.1177/1367006914527019

The categorization of the relative complementizer phrase in third-language English: A feature re-assembly account

2014· article· en· W1990413489 on OpenAlexaff
Abdelkader Hermas

Bibliographic record

VenueInternational Journal of Bilingualism · 2014
Typearticle
Languageen
FieldArts and Humanities
TopicSyntax, Semantics, Linguistic Variation
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsComplementizerDefinitenessLinguisticsInterlanguageReferentComputer scienceFeature (linguistics)Noun phraseCategorizationModern Standard ArabicFocus (optics)Second-language acquisitionPsychologyArtificial intelligenceSyntaxNounArabic

Abstract

fetched live from OpenAlex

Research questions: The study considers (1) the nature of multilingual transfer in the pre-intermediate stage of third-language (L3) English and (2) the upper limit of L3 ultimate attainment with respect to the acquisition of definite and indefinite restrictive relative clauses. Methodology: The methodology used was four-point scale acceptability judgment tasks testing (un)-grammatical relative sentences. Data and analysis: The accuracy scores of two control groups of French ( n = 15) and English ( n = 12) natives and two groups of pre-intermediate ( n = 11) and advanced ( n = 15) adult learners of L3 English are submitted to parametric statistical analysis. Findings: The results of the pre-intermediate L3 learners indicate that the relative complementizer phrase structure is available as a block from the earlier stages, while the feature matrix of the complementizer is a hybrid of first-language (L1) Arabic and second-language (L2) French features [EPP, ±definite, –wh]. The L3 interlanguage at this stage presents simultaneous L1 non-facilitative and L2 facilitative transfer effects. The performance of the advanced L3 learners shows that they can successfully re-assemble the features of the complementizer matrix substituting the target [–wh] for the native [±definite]. Originality: This article uses a novel language triplet L1 Arabic–L2 French–L3 English to investigate the L3 acquisition of restrictive relatives in a formal foreign language context. The focus is on the interplay between the (in)-definiteness of the head noun and the nature of the complementizer. Significance/implications: The study extends the viability of Lardiere’s feature re-assembly account of L2 acquisition to L3 acquisition. The (in)-definiteness of the head noun of the relative clause needs adequate attention in language teaching, like the much-highlighted aspects of resumption.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.002
Scholarly communication0.0020.004
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.017
GPT teacher head0.274
Teacher spread0.257 · 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 designNot applicable
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

Citations49
Published2014
Admission routes1
Has abstractyes

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Same venueInternational Journal of BilingualismSame topicSyntax, Semantics, Linguistic VariationFrench-language works237,207