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Record W6893386589 · doi:10.5281/zenodo.15148172

Reconciling the debate about final obstruent voicing: The phonology of Lakota obstruent lenition

2025· book-chapter· en· W6893386589 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typebook-chapter
Languageen
FieldPsychology
TopicPhonetics and Phonology Research
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsObstruentVoiceMarkednessPhonologyPlace of articulationArticulation (sociology)

Abstract

fetched live from OpenAlex

Word-final obstruent voicing has been claimed to be unavailable as a synchronicphonological process due to universal markedness constraints. However, Evolutionary Phonology (Blevins 2004) predicts the possibility of such a phonologicalrule, and purports to show it in various languages, touching off a debate withKiparsky (2006, 2008). Searching for a more robust example, Blevins et al. (2020)provide a phonetic study of voicing in Lakota. They show that Lakota has phoneticalternations between voiceless and voiced stops, with the voiced stops appearingin final position. They therefore claim the language has a synchronic phonologicalrule of final obstruent voicing. We call into question the assumed phonological status of final voicing in Lakota. Phonetically, Lakota does have only voiced stops infinal position, but at the same time final fricatives are neutralised to the voicelessseries. We show that, rather than neutralizing stops toward a marked or complexstructure, Lakota has only a process of phonological lenition in weak positions:sonorisation of stops and devoicing of fricatives. Under the assumption that manner of articulation is a structural property, a single lenition process can producefinal voiceless fricatives but final voiced stops.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.011
Scholarly communication0.0040.011
Open science0.0010.003
Research integrity0.0020.004
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 head0.086
GPT teacher head0.293
Teacher spread0.207 · 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 designTheoretical or conceptual
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

Citations0
Published2025
Admission routes1
Has abstractyes

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