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Record W4399462407 · doi:10.23977/aetp.2024.080404

Research on the Cultivation of Humanistic Psychology among College Students through Interactive Music Education in Universities

2024· article· en· W4399462407 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

VenueAdvances in Educational Technology and Psychology · 2024
Typearticle
Languageen
FieldComputer Science
TopicEducational Technology and Pedagogy
Canadian institutionsnot available
Fundersnot available
KeywordsHumanismHumanistic psychologyPsychologyMusic educationPedagogyHumanistic educationMathematics educationSociologyPolitical science

Abstract

fetched live from OpenAlex

Universities not only have the basic responsibility of cultivating talents and creating scholars, but also have the important mission of conveying the avenues and clarifying morality. Among them, humanistic psychology training is a talent training concept that has attracted much attention relative to professional quality training. It is mainly realized through the development of humanistic quality education in daily teaching. Humanistic quality education carefully sculpts and guides people's conduct, which can subtly influence the development of college students' outlook on life, world outlook and values in daily life, and is of great significance to promoting the common development of morality, intelligence, body and beauty. However, the research on the humanistic psychology of college students mainly stays at the theoretical and low-dimensional level. In response to the above problems, this paper took the interactive education of music in colleges and universities to carry out scientific data analysis and high-dimensional research on the humanistic psychology of college students. The research results have shown that the YOLOv5s-DenseASPP-CBAM model has the best effect. The AP value is the maximum value of 0.854 among all the tested models and the frame rate is 37.52 frames per second, which provided a basis for improving the humanistic psychology of college students.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.173
Threshold uncertainty score0.462

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.061
GPT teacher head0.498
Teacher spread0.437 · 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