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Record W3112395511

Professional training of teachers for social and pedagogical activity: progressive world practices

2021· article· en· W3112395511 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

VenueRevista Inclusiones · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSocial and Behavioral Studies
Canadian institutionsnot available
Fundersnot available
KeywordsDisadvantagedTraining (meteorology)Social workPedagogyWork (physics)Medical educationProfessional developmentState (computer science)PsychologySociologyPolitical sciencePublic relationsMedicine
DOInot available

Abstract

fetched live from OpenAlex

The article highlights current issues in training of social and educational professionals. The best experience of different countries on the development of social skills and abilities of children and youth, providing psychological and pedagogical support in crisis situationsis presented. It was found out that the organization of the system of juvenile social and pedagogical assistance is based on the territorial principle, so training of social professionalsis carried out at the state, local and municipal levels. Practice-oriented professional training of social workers in higher education institutions is emphasized. It was found out that in some countries (Canada, USA, France, Poland, Switzerland, Greece) more than half of students' study time they are engaged practicing in inclusive and special schools, boarding schools, adoption and care centers, school education centers, student employment offices in dormitories, social protection services, youth shelters, etc. The authors also have described the experience of specialist training –teachers-animators for the organization of meaningful leisure of socially disadvantaged children and adolescents. The progressive experience of training of qualified specialists to work with children with special educational needs is presented.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.659
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
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 head0.499
GPT teacher head0.544
Teacher spread0.044 · 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