MétaCan
Menu
Back to cohort
Record W3126641147 · doi:10.5430/ijhe.v10n4p1

Socio-Pedagogical Conditionsof Future Social SpecialiststTraining for Successful Professional Career

2021· article· en· W3126641147 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

VenueInternational Journal of Higher Education · 2021
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Issues in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsVocational educationProfessional developmentPedagogyPublic relationsTransformational leadershipProcess (computing)Social workSet (abstract data type)Career developmentSocial spherePsychologySociologyEngineering ethicsMedical educationPolitical scienceSocial scienceEngineeringMedicine

Abstract

fetched live from OpenAlex

Problems of social protection have become one of the most discussed in the world. Specialists of various specialties work in the social sphere: psychologists, lawyers, doctors, sociologists, etc. However, the leading role belongs to social specialists. There is a lack of social specialists, and if there are any, they do not understand exactly what they should do. The article deals with singling out the socio-pedagogical circumstances of the future social specialistseducation for an effective professional career. The focus is on analyzing of the modern directions of vocational education of future social workers. It is singled out and substantiate the socio-pedagogical circumstances for of future social professionalseducation for an effective professional career, such as: actualization and development of students' motivation to build a successful professional career; taking into account the peculiarities of the practical activities of social specialists and their transformational influences on various subjects of communication activities; gaining practical experience based on self-development. The socio-pedagogical circumstances of future social spesialists education is defined in the work as set of external and internal cconditions, which implemant in the process of vocational education of future social workers will ensure effective formation of hard and soft skills, fundamental qualities for an effective professional career. It is found out possible ways to implement the selected socio-pedagogical conditions in the vocationaleducation of the future social professionals for an effective professional career. The using of the different methods allowed to obtain objective information about the socio-pedagogical conditions of vocationaleducation of future social specialists to a successful professional career. The statistical data of the research are represented using diagrams, tables and figures.

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 categoriesInsufficient payload (model declined to judge)
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 score0.805
Threshold uncertainty score0.996

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)0.0050.000

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 head0.383
Teacher spread0.281 · 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