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Record W2961804475 · doi:10.1044/cicsd_27_f_178

Historical Perspectives on Stuttering Treatment: Dean Williams

2000· article· en· W2961804475 on OpenAlexaboutno aff
Robert W. Quesal, J. Scott Yarus

Bibliographic record

VenueContemporary Issues in Communication Science and Disorders · 2000
Typearticle
Languageen
FieldPsychology
TopicStuttering Research and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsStutteringFluencyPsychologyMedia studiesHistoryLibrary scienceSociologyComputer scienceDevelopmental psychology

Abstract

fetched live from OpenAlex

You have accessContemporary Issues in Communication Science and DisordersArticle1 Oct 2000Historical Perspectives on Stuttering Treatment: Dean Williams Robert W. Quesal, , J. Scott Yarus, , , , , , and Robert W. Quesal Google Scholar More articles by this author , , J. Scott Yarus Google Scholar More articles by this author , , Google Scholar More articles by this author , , Google Scholar More articles by this author , , and Google Scholar More articles by this author https://doi.org/10.1044/cicsd_27_F_178 SectionsAboutPDF ToolsAdd to favoritesDownload CitationTrack Citations ShareFacebookTwitterLinked In FiguresReferencesRelatedDetailsCited by Journal of Fluency Disorders73 (105927)1 Sep 2022Book ReviewMichael P. Boyle Journal of Communication Disorders (106242)1 Jun 2022Stuttering interventions for children, adolescents, and adults: a systematic review as a part of clinical guidelinesAuli Laiho, Heli Elovaara, Kirsi Kaisamatti, Katri Luhtalampi, Liisa Talaskivi, Salla Pohja, Karin Routamo-Jaatela and Elsa Vuorio Journal of Fluency Disorders60 (1-10)1 Jun 2019An exploratory factor analysis of action responses to stuttering anticipationEric S. Jackson, Naomi H. Rodgers and Derek B. Rodgers Telemedicine and e-Health25:5 (359-368)1 May 2019Telepractice Treatment of Stuttering: A Systematic ReviewMegann McGill, Natasha Noureal and Jordan Siegel Contemporary Issues in Communication Science and Disorders31:Fall (215-224)1 Oct 2004Social Identity and the Stuttering ExperienceFran Hagstrom and Derek E. Daniels Volume 27Issue FallOctober 2000Pages: 178-187 Get Permissions Add to your Mendeley library History Published in issue: Oct 1, 2000 Metrics Topicsasha-article-typesleader-topicsCopyright & PermissionsCopyright © 2000 American Speech-Language-Hearing AssociationPDF downloadLoading ...

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 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)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.660
Threshold uncertainty score0.460

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.066
GPT teacher head0.391
Teacher spread0.324 · 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 teacher head, 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

Citations8
Published2000
Admission routes1
Has abstractyes

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