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The Development of Professional Motivation of the Activity Subject under Specific Conditions

2020· article· en· W3091193104 on OpenAlexvenueno aff
В. Осьодло, Тетяна Перепелюк, Oleksandr Kovalchuk, Інна Осадченко, В. Вінтоняк

Bibliographic record

VenueJournal of Intellectual Disability - Diagnosis and Treatment · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Professional Development
Canadian institutionsnot available
Fundersnot available
KeywordsSubject (documents)PsychologyProfessional developmentApplied psychologyPedagogyComputer scienceWorld Wide Web

Abstract

fetched live from OpenAlex

Objective: The study aims to clarify the most crucial interconnections of professional motivation with the features of this activity, its dependence on professional motivation and the personal traits of officers. Background: The article presents the results of motivational research of the professional activity of officers. The received empirical data define the differences in visibility of professional motives and aims of activity, means and conditions of their implementation depending on the stage of professional development of the tested. Method: The main research methods are: the study of literature on the research problem; the diagnosis of the visibility of the most prominent motives of the tested professional goals and the aims of their achievement have been carried out with the aid of the developed survey the core of which is formed by the requirements to reflect in its structure the holistic psychological, professional, social and other peculiarities of the MPA of officers. Results: There's been research conducted on the interconnection of professional activity with personal traits and features, which has allowed to determine the peculiarities of personal determinacy of separate motivational components. As a result of this research, it has been established, that the demonstration of professional motives and aims of activity in the process of personal development depends on personal qualities. Conclusion: At the first stage the more significant qualities are considered to be openness to receive new experience, initiative in terms of social contacts, high level of neuroticism, internality in the sphere of achievements; at the second stage – decency, the inclination to approve, internality in terms of interpersonal communication, at the third stage – emotional sustainability, the inclination to approve, internality in terms of life perception, internality in terms of family.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.121
GPT teacher head0.372
Teacher spread0.251 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations10
Published2020
Admission routes1
Has abstractyes

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