MétaCan
Menu
Back to cohort
Record W2753651584 · doi:10.1075/lab.16026.lic

Compounding and derivation

2017· article· en· W2753651584 on OpenAlexaff
Juana M. Liceras, Rachel Klassen

Bibliographic record

VenueLinguistic Approaches to Bilingualism · 2017
Typearticle
Languageen
FieldPsychology
TopicSecond Language Acquisition and Learning
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsAffixPluralDiminutiveLinguisticsNounMorphemeHead (geology)Argument (complex analysis)Scope (computer science)VerbPsychologyComputer scienceHistoryPhilosophyMedicineBiology

Abstract

fetched live from OpenAlex

Abstract Inflectional affixes only adhere to the head of Noun-Noun (NN) compounds which implies that the plural of casa cuna (‘crib house’) or hombre lobo (‘werewolf’) is casa-s cuna (‘crib houses’) and hombre-s lobo (‘werewolves’) respectively, while *casa cuna-s and *hombre lobo-s ‒ with the plural inflectional affix on the modifier ‒ are ungrammatical. There seems to be more flexibility when it comes to derivational affixes since, in principle, the evaluative diminutive affix - ito appears to have scope over the whole compound, regardless of whether it is attached to the head or the modifier: cas-ita cuna / casa cun-ita and hombre-c-ito lobo / hombre lob-ito . This would imply that the operation that results in the expression of plurality of the whole word via the inflectional affix - s located on the semantic argument (the head of the compound), is more categorical than the one that regulates the scope of derivational morphemes (contra Zwicky, 1985 ). It would also imply that Cinque’s (2005) proposal according to which modifiers can c-command Nouns may be more in line with the behaviour of derivational affixes in Spanish NN compounds. Since this is a topic that has neither been discussed by Spanish grammarians nor received attention in the psycholinguistic literature, we have administered a Picture Selection Task with NN compounds exhibiting evaluative diminutive affixes to groups of L1 Spanish and L1 English-L2 Spanish speakers. Results show that for L1 Spanish speakers it is the affix on the head that has scope over the whole compound (in line with Zwicky’s 1985 proposal) while the L2 Spanish speakers treat derivational affixes as only having scope over the element to which they are attached.

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)0.004
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: none
Teacher disagreement score0.022
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.005
Scholarly communication0.0040.005
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0220.005

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 head0.262
GPT teacher head0.366
Teacher spread0.104 · 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

Citations2
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueLinguistic Approaches to BilingualismSame topicSecond Language Acquisition and LearningFrench-language works237,207