MétaCan
Menu
Back to cohort
Record W2589528656

Early Country Musician Doc Williams (1914-2011): Contributions to the Development of Country Music and Applications for a General Music Curriculum, Grades 3-5

2016· article· en· W2589528656 on OpenAlexaboutno aff
Josephine L. Cover

Bibliographic record

VenueDeep Blue (University of Michigan) · 2016
Typearticle
Languageen
FieldArts and Humanities
TopicDiverse Music Education Insights
Canadian institutionsnot available
Fundersnot available
KeywordsCountryMusic educationCurriculumHistoryLiteratureVisual artsPsychologyArtPedagogyEconomicsManagement
DOInot available

Abstract

fetched live from OpenAlex

The purpose of this study is to document early country musician Doc Williams’ musical career, to evaluate his specific contributions to early country music from 1932 to 1951, and to develop curriculum materials for grades 3-5 general music classes based on his music. I chose 1951 as the end point for this study because at that time Williams began frequent tours to the northeast and Canada. These later years, although worthy of attention, launched a new phase of his career, beyond the scope of this study. During the course of the study, I address the following questions: 1) What was the nature of Williams’ musical education and development as a musician? 2) What are his contributions to country music? 3) In what ways can Williams’ music be used in a general music curriculum for grades 3-5? Doc Williams was born Andrew Smik Jr. in Cleveland, Ohio, on June 26, 1914. He began his life-long musical career playing country music on radio in 1932. His success on WWVA’s “Wheeling Jamboree” contributed to his popularity in the Northeast and throughout Canada. Williams’ practices in country music are the reason many regard him as a pioneer of country music. Radio broadcasts, personal appearances, songwriting, song publishing, and recording were all important components of his life-long career. His music is exemplary of the early country music genre. Therefore, his contributions to early country music make his music worthy of study. Historically, country music has been marginalized in the music curriculum. This study demonstrates the relevance and value of early country music such as that of Williams in a general music curriculum.

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 score0.902
Threshold uncertainty score0.939

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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.018
GPT teacher head0.206
Teacher spread0.188 · 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

Citations0
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueDeep Blue (University of Michigan)Same topicDiverse Music Education InsightsFrench-language works237,207