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Record W4384210692 · doi:10.23977/aetp.2023.070605

Ideological and Political Education of College Students in the New Media Environment—Taking Haiyuan College of Kunming Medical University as an Example

2023· article· en· W4384210692 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 · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicEducational Reforms and Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsIdeologyPolitical educationPoliticsSociologyOrder (exchange)Public relationsPedagogyPolitical scienceLawBusiness

Abstract

fetched live from OpenAlex

Based on the current new media environment, new development possibilities and new challenges have emerged in the teaching methods, teaching contents, ideological and political value orientation and other modules of college students' ideological and political education. However, there are also many problems and weaknesses to be solved in the implementation and practice of the current ideological and political education for college students. Therefore, if colleges and universities want to overcome the drawbacks and problems of ideological and political education of college students under the current new media environment, they need to actively explore innovative ways of ideological and political education, improve the effective guarantee institutions for students' ideological and political education, and skillfully penetrate the elements of the development of the times, in order to strengthen the faculty of ideological and political education, enrich the methods of ideological and political education in combination with the new media environment, and cultivate students to establish correct ideological and political awareness. We should let the effect of college students' ideological and political education be further improved and enhanced in the new media environment.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.257
Threshold uncertainty score0.502

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.024
GPT teacher head0.354
Teacher spread0.330 · 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