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Record W3127937479 · doi:10.3390/languages6010022

Old Grammars New (?) Scope: Adjective Placement in Native and Non-Native Spanish

2021· article· en· W3127937479 on OpenAlexafffund
Erin Pettibone, Ana Teresa Pérez‐Leroux, Gabrielle Klassen

Bibliographic record

VenueLanguages · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicEFL/ESL Teaching and Learning
Canadian institutionsUniversity of Toronto
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsAdjectiveWord orderLinguisticsPsychologyFirst languageInterpretation (philosophy)JudgementTask (project management)GrammarPreferenceNatural language processingComputer scienceMathematicsNoun

Abstract

fetched live from OpenAlex

Prior studies have examined the association between modifying adjective placement and interpretation in second language (L2) Spanish. These studies show evidence of convergence with native speaker’s intuitions, which is interpreted as restructuring of the underlying grammar. Two issues deserve further study: (i) there are debates on the nature of native speaker’s interpretations; (ii) previous results could be explained by a combination of explicit instruction and access to the first language (L1). The present study re-examines native and non-native intuitions on the interpretation of variable order adjectives in pre-nominal and post-nominal positions, and extends the domain of inquiry by asking if L2 learners have intuitions about the order of two-adjective sequences, which appear in mirror image order in English and Spanish (faded blue pants vs. pantalones azules desteñidos). Two-adjective sequences are rare in the input, not typically taught explicitly, and have a different word order that cannot be [partially] derived from the L1 subgrammar. Two groups of non-native speakers (n = 50) and native speaker controls (n = 15) participated in the study. Participants completed a preference task, testing the interaction between word order and restrictive/non-restrictive interpretation, and an acceptability judgement task, testing ordering intuitions for two-adjective sequences. Results of the preference task show that the majority of speakers, both native and non-native, prefer variable adjectives in a post-nominal position independent of interpretation. Results of the acceptability judgement task indicate that both native and non-native speakers prefer mirror image order. We conclude that these results support underlying grammar reanalysis in L2 speakers and indicate that the semantic distribution of variable adjectives is not fully complementary; rather, the post-nominal position is unmarked, and generally preferred by both native and non-native speakers.

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)0.005
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.016
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.267
Teacher spread0.250 · 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 designObservational
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
Published2021
Admission routes2
Has abstractyes

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