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Record W3094448917 · doi:10.15405/epsbs.2020.10.03.118

Teacher's Professional Competence: New Challenges, Realities And Prospects

2020· article· en· W3094448917 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

Venue˜The œEuropean Proceedings of Social & Behavioural Sciences · 2020
Typearticle
Languageen
FieldComputer Science
TopicEducational Innovations and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsCompetence (human resources)StructuringWork (physics)Professional developmentKnowledge managementPedagogyPolitical scienceEngineering ethicsSociologyMathematics educationPsychologyComputer scienceEngineering

Abstract

fetched live from OpenAlex

Changes in the global labour market apply new requirements to participants in labour relations. Currently, experimental work on the formation of competencies of the 21st century is actively carried out in different countries, including Australia, Canada, Russia, the USA, Finland, South Korea and others. Researchers note that a significant part of professional tasks demands from specialists to have soft skills presented in the "4C" model. These challenges define new requirements for teachers at different levels of education. The Russian system of teacher education reflects global trends in determining priority development vectors: today it is necessary to “equip” a teacher with such competencies, technologies, and skills that will provide learning outcomes that are adequate to the requirements of the 21st century. The purpose of this article is to select and justify modern learning outcomes and the corresponding pedagogical competencies as tools for solving the problems facing modern Russian educational practice based on the analysis of foreign and domestic studies, the analysis of the request for educational practice. In accordance with the purpose, the article presents an analysis of foreign and domestic studies on the problem of highlighting and structuring "new learning outcomes" in the training of teachers; an expert analysis of the results of designing educational models and a comparative analysis of organizational decisions in the system of Russian and foreign 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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.918
Threshold uncertainty score0.583

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
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 head0.087
GPT teacher head0.299
Teacher spread0.212 · 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