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Ways of Forming Personal and Social-Labour Functions of a Future Teacher

2020· article· en· W3089182036 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

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2020
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Teacher Development
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyLabour economicsPsychologyPedagogyEconomics

Abstract

fetched live from OpenAlex

Objective: The relevance of research is determined by the fact that it allows identifying the main criteria by which the development of a teacher is ensured both at the level of personal development and at the level of improving labour functions. The authors understand the complex development of personal and social-labour functions of a teacher as self-development in the process of fulfilling professional relations. Background: Each of the participants in the educational process must meet the requirements set by state educational standards. With that, the personal qualities of a teacher should be fully correlated with the necessity of improving labour parameters. Method: The effectiveness of the introduction of pedagogical conditions, which had a significant impact on the professional self-development of teachers, was tested experimentally with the use of anthropocentric and activity-based approaches to studying the problem, as well as with the use of the statistical method. Results: The analysis presented in the paper showed that the indicated pedagogical conditions contribute to the formation of professional motivation, focus on the professional self-development of teachers, a high level of aspirations, awareness of the value of individual professional self-development, the ability to notice shortcomings, develop social skills and communication skills of teachers. Conclusion: It was determined that the socio-psychological climate in an institution, where there is organisational support from the administration and informational support from other specialists, contributes to the development of operational-activity and reflective and value-based components.

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 score0.581
Threshold uncertainty score0.351

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.102
GPT teacher head0.303
Teacher spread0.201 · 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