MétaCan
Menu
Back to cohort
Record W2188370255

Analysis on the Interaction and Integration of Piano Education and Moral Education in Colleges and Universities

2015· article· en· W2188370255 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

VenueHigher education of social science · 2015
Typearticle
Languageen
FieldComputer Science
TopicEducational Technology and Pedagogy
Canadian institutionsnot available
Fundersnot available
KeywordsIdeologyChinaQuality (philosophy)PianoMoral educationHigher educationPolitical sciencePedagogyPsychologySociologyPublic relationsMathematics educationEngineering ethicsMedical educationEngineeringManagementPoliticsMedicineLaw
DOInot available

Abstract

fetched live from OpenAlex

With the reform of China’s educational system going deeper, quality-oriented education has been fully implemented and enforced. Simultaneously, education principles and personnel training objectives in colleges and universities have changed a lot. Under the background of current knowledge economy, the cultivation of colleges and universities for talents is not only focused on the improvement of knowledge and skills, but to begin to pay more attention to the deep development of students, and take the comprehensive development of students as the training targets. Piano education is an important part of the education system in colleges and universities. Under the new situation, ideological and moral education focuses on the improvement of the internal quality of students. It has inevitability with the development of the times as they fuse organically, and that can greatly improve the quality of teaching, makes the students’ physical and mental health development toward a more positive direction. Accordingly, the article started with the current situation of the cultivation of talents in colleges and universities, analyzes and discusses the interaction and fusion of piano education and moral education.

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.941
Threshold uncertainty score0.399

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
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 head0.038
GPT teacher head0.354
Teacher spread0.316 · 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