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Record W2152982793 · doi:10.1017/s0952675701004183

<b>Aditi Lahiri</b> (ed.) (2000). <i>Analogy, levelling, markedness: principles of change in phonology and morphology.</i> (Trends in Linguistics Studies and Monographs 127.) Berlin: Mouton de Gruyter. Pp. viii+385.

2001· article· en· W2152982793 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

VenuePhonology · 2001
Typearticle
Languageen
FieldComputer Science
TopicLinguistic Studies and Language Acquisition
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPhonologyOptimality theoryLinguisticsMarkednessHistoryPhilosophy

Abstract

fetched live from OpenAlex

This book grew out of a 1997 workshop sponsored by Aditi Lahiri and her group at the University of Constance. It consists of eleven chapters and an introduction by Aditi Lahiri, the editor. The articles are focused largely on Germanic languages, although not entirely, as Bengali and Latin also receive detailed discussion. There is diversity in the range of topics covered in the volume – tonogenesis, stress, quantity changes, voicing alternations, allomorphy, paradigms and grammaticalisation are some of the major areas of phonology and morphology that are addressed. Authors adopt different theoretical frameworks, with Optimality Theory playing some role in many articles. Optimality Theory is assumed by some, argued against by others and modified by yet others.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.195
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.001
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 head0.067
GPT teacher head0.313
Teacher spread0.246 · 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