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Record W4366779914 · doi:10.32370/ia_2023_03_8

Pedagogical Co-Creation as a Condition for Training Future Music Teachers to Lead Folklore Groups

2023· article· en· W4366779914 on OpenAlex
Petro Shevchuk

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueIntellectual Archive · 2023
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Teacher Development
Canadian institutionsnot available
Fundersnot available
KeywordsPhenomenonProcess (computing)FolkloreAtmosphere (unit)Professional developmentWork (physics)PsychologyPedagogyCreative briefCreative workMathematics educationCreativitySociologyComputer scienceEngineeringSocial psychologyEpistemologyVisual artsArt

Abstract

fetched live from OpenAlex

The article examines the phenomenon of co-creation as a condition for the professional growth of future music teachers. The content of creative interaction of future teachers-musicians both during classroom work and in the process of production practice is highlighted. The author of the article draws attention to the fact that the process of co-creation has a positive effect not only on student learning, but also on the development of the teacher himself, improves his creative abilities, deepens knowledge and creative skills. Such interaction is the best possible means of establishing a working atmosphere in the artistic team, and also has a developmental impact on the practical activities of future music teachers in direct work with students. Based on the works of modern researchers of this issue, the author comes to a conclusion about the use of special forms and methods of professional training for ensemble management, the development of a number of personal qualities for creative communication. The work provides examples of interaction and useful co-creation of teachers and students. The author offers ways to overcome problems and misunderstandings on the way to productive interaction between members of the artistic team.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.553
Threshold uncertainty score0.639

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 integrity0.0000.000
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 head0.168
GPT teacher head0.417
Teacher spread0.249 · 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