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Formation and Development of the Phenomenon of Pedagogical Expertise in Domestic Education of the XX – early XXI century

2023· article· en· W4367048919 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

VenueStandards and Monitoring in Education · 2023
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Teacher Development
Canadian institutionsnot available
Fundersnot available
KeywordsPhenomenonFunction (biology)PedagogyQuarter (Canadian coin)Work (physics)Engineering ethicsPolitical scienceSociologyMathematics educationPsychologyEpistemologyGeographyEngineeringPhilosophy

Abstract

fetched live from OpenAlex

The need of modern education for a systematic analysis and comprehensive assessment of the professional activities carried out by teachers actualizes the problem of finding and substantiating methods and means of pedagogical expertise. A purposeful historical and genetic study of the processes of formation and development of the phenomenon of pedagogical expertise in Russian education allowed us to determine its socio-historical prerequisites, identify key priorities, as well as identify and comprehend the main features and specific features of the examination of the work of Russian teachers during the XX – first quarter of the XXI century. The genesis of the functional purpose of the examination of pedagogical work is revealed, the priority of the humanitarian function of expert evaluation is justified, the experience of modern study and use of pedagogical expertise in the domestic system of education and upbringing is summarized. The trends of further study and application of expertise in the conditions of Russian education are outlined.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.824
Threshold uncertainty score0.235

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.056
GPT teacher head0.377
Teacher spread0.321 · 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