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Record W4376604000 · doi:10.1515/flin-2023-2020

The VP in language contact: on creation event lexicalization in Canadian French

2023· article· en· W4376604000 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueFolia Linguistica · 2023
Typearticle
Languageen
FieldPsychology
TopicCategorization, perception, and language
Canadian institutionsnot available
Fundersnot available
KeywordsLexicalizationLinguisticsVerbCopyingLanguage contactPsychologyComputer sciencePolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Abstract The effects of language contact on semantic and syntactic properties of verbs can be considered as not yet extensively studied. This contribution is concerned with French as a typical verb-framed language that cannot freely combine manner verbs with result-denoting arguments within the VP. Drawing on creation events, the study explores if restrictions can loosen, and lexicalization preferences change when French is in contact to a satellite-framed language like English. Judgment data from bilingual speakers of Canadian French (CaFr) are compared to data from speakers of Hexagonal French (HFr). The analysis addresses how selective copying from English is relevant for the acceptability of different VPs and considers how the factors of individual and social language dominance might influence the judgments within the CaFr group. The results show that French manner verbs and direct objects can be coerced into creation readings in both test groups as long as only the selectional restrictions of a particular verb have to be adapted. When, however, a general constraint of French has to be overridden to arrive at a creation reading, acceptability is higher in the CaFr group, who can resort to combinatorial copying from English. Furthermore, VPs in which manner is not lexicalized in the verb are somewhat more accepted in the HFr group than in the CaFr group. Within the CaFr group, certain cases of satellite framing are judged somewhat better by speakers from an English dominant region, while VPs without a manner verb reach slightly higher scores among speakers from Quebec. It is thus shown how structural and speaker-related factors can affect the acceptability of event descriptions in language contact.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.718
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.013
GPT teacher head0.345
Teacher spread0.332 · 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