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Record W4386989074 · doi:10.32370/ia_2023_09_6

Specificity of Organizational and Methodological Ensuring the Learning Process in the Information and Educational Environment

2023· article· en· W4386989074 on OpenAlex
Оксана Самойленко, Vanda Vyshkivska, Yevhen Prokofiev, Yevhen Kozlov

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

VenueIntellectual Archive · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Professional Development
Canadian institutionsnot available
Fundersnot available
KeywordsKnowledge managementCompetence (human resources)Process (computing)Computer scienceLifelong learningLearning environmentAdaptabilityNormativeInformation technologyPsychologyMathematics educationPedagogyPolitical science

Abstract

fetched live from OpenAlex

The article identifies the main trends characterizing the modern educational space; analyzed the content characteristics of the informational educational environment as a pedagogical system that combines informational educational resources, computer learning tools, educational process management tools, pedagogical techniques, methods and technologies. Based on the analysis of the scientific works of leading scientists, the main characteristics of the informational educational environment (variability, contextuality, polyfunctionality, adaptability) are determined, and their explanation is given; the functions of the informational educational environment are determined and the structure is substantiated. It has been proven that the information and educational environment consists of the goals and tasks of the organization of the project process, as well as the program-methodical (normative support for the functioning of the educational system), information-knowledge (a set of competencies), communication (interaction of the subjects of the educational process), technological ( modern teaching aids) components. The specifics of the use of advanced educational technologies in the information and educational environment are clarified. The conclusion that the information and educational environment of higher education institutions in modern conditions solves the following tasks is substantiated: improving the quality of education and the level of professional competence formation; ensuring the availability of educational services; lifelong learning; preparing students for the use of information technologies in an open digital society; increasing the efficiency of the education system in general.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.719
Threshold uncertainty score0.354

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 head0.088
GPT teacher head0.373
Teacher spread0.285 · 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