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Record W4285586648 · doi:10.1515/lingvan-2021-0048

Cross-dialectal synchronic variation of a diachronic conditioned merger in Tlingit

2022· article· en· W4285586648 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueLinguistics Vanguard · 2022
Typearticle
Languageen
FieldPsychology
TopicPhonetics and Phonology Research
Canadian institutionsMcGill UniversityUniversity of British Columbia
Fundersnot available
KeywordsVariation (astronomy)Sound changePerceptionLinguisticsIndigenousSet (abstract data type)HistoryComputer sciencePsychologyBiology

Abstract

fetched live from OpenAlex

Abstract Crosslinguistically rare sounds may be uncommon as a result of being phonologically marked (Trubetzkoy 1939) or due to articulatory or perceptual biases (Maddieson 1998). Certain types of sound changes are often argued to have roots in articulatory and perceptual biases (Blevins 2004). But in cases where there is limited data available, such as with understudied languages, it may be difficult to find evidence for the roots of sound changes. Synchronic variation can be used to provide evidence for diachronic sound changes (Blevins 2004; Lindblom 1990; Ohala 1993), which is particularly useful when historical data is limited. In this investigation we discuss phonetic biases, including acoustic and perceptual factors, that contribute to a set of sound changes in Tlingit, a critically endangered Indigenous language of Alaska, British Columbia, and the Yukon, that resulted in a primary split-merger (Blust 2012). This investigation provides further support for including explicit discussion of synchronic variation as part of the description of understudied languages. We propose that there should be a stronger emphasis on documenting and analyzing variation within understudied languages because excluding variation potentially masks significant intralinguistic and crosslinguistic phenomena.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.611
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.000

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 head0.021
GPT teacher head0.360
Teacher spread0.340 · 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