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Record W4406714255 · doi:10.32370/ia_2024_04_9

Psychological and Pedagogical Principles for Development of Students’ Musical and Creative Potential in the Pedagogical Colleges

2025· article· en· W4406714255 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.

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 · 2025
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Teacher Development
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyMusicalMathematics educationPedagogyVisual artsArt

Abstract

fetched live from OpenAlex

The article is devoted to the study of the psychological and pedagogical foundations for the development of students’ musical and creative potential in the pedagogical colleges. Considered the main components of creative potential, including musical abilities, creativity, emotional sensitivity and the ability to express oneself. Attention is drawn to the need to developing thinking artistically skills in the future teachers, interpreting musical works and performing them meaningfully, which are important in the formation of highly qualified teachers of musical art. In this context, the concept "musical-creative potential" is defined as a complex phenomenon that includes not only the technical skills of playing musical instruments, but also the ability to perceive musical works, imagine their imagery and, on this basis, create one's own performance concept. It is noted that this focus on professional activity requires a special approach to the teaching process for the development of various areas of students' musical and creative potential. In this context, the importance of psychological and pedagogical conditions for the successful formation of students' musical and creative potential in the process of professional training is revealed. The key methods and techniques that contribute to the discovery and development of the musical and creative potential of students in the teaching process of folk instruments playing are identified, in particular, such as interactive teaching methods, the use of modern technologies, and the creation of a creative atmosphere in classes. The importance of taking into account individual characteristics is emphasized, which helps to recognize the creative qualities of each student and promote their discovery in performing activities. The role of motivation and self-esteem in the development of creative potential, as well as the influence of the teacher as a facilitator of students in the direction of the development of their own musical abilities are separately considered.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.853
Threshold uncertainty score0.340

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 science0.0010.000
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 head0.287
GPT teacher head0.458
Teacher spread0.171 · 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