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Record W4386800719 · doi:10.23977/aetp.2023.071104

Exploration on Teaching Reform and Construction of the Curriculum of "Integration of Professional and Innovation" in Automobile CAD

2023· article· en· W4386800719 on OpenAlex
Jinling Gao, Yuan Li

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
FieldEngineering
TopicBiomedical and Engineering Education
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumEmergent curriculumQuality (philosophy)Curriculum theoryEngineering ethicsSet (abstract data type)EntrepreneurshipEngineering managementTeaching methodMathematics educationEngineeringCurriculum mappingCurriculum developmentSociologyPedagogyComputer sciencePsychologyBusiness

Abstract

fetched live from OpenAlex

In the new era of innovation-driven development, it is particularly necessary for college students to carry out integrated education that combines professional theory and practice with knowledge and skills of innovation and entrepreneurship. The Automobile CAD curriculum is one of the important professional curriculums in vehicle engineering. This curriculum is a professional foundation curriculum that combines practical and application nature. Based on the concept of "integration of professional and innovation", a teaching module with strong practicality and different from traditional classroom teaching is set up to strengthen students' practical ability of innovation and entrepreneurship. Relying on various discipline competitions and teacher research projects, innovation and entrepreneurship, practice cultivation of talents and production learning research are integrated, which increases the interest of the curriculum and enhances the learning initiative of students, so as to continuously improve the quality of curriculum teaching. The author mainly discusses the ideas of curriculum construction from the aspects of teaching content, teaching conditions, teaching methods and assessment methods. Through the new teaching mode, it can achieve good teaching effect and provide a reference for cultivating innovative and application-oriented talents in vehicle engineering.

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 score0.590
Threshold uncertainty score0.151

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 studies0.0000.000
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 head0.010
GPT teacher head0.324
Teacher spread0.314 · 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