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Record W4380534583 · doi:10.58205/mjrs.v7i2.900

Medias and Electronic Medias as one of the Factors affecting Pre-School Education

2021· article· en· W4380534583 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

VenueMilev Journal of Research and Studies · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Methods and Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsSocializationMass mediaPerceptionQuarter (Canadian coin)SociologyPhenomenonAffect (linguistics)Subject (documents)Perspective (graphical)PsychologyMathematics educationSocial psychologySocial sciencePolitical scienceEpistemologyCommunicationComputer science

Abstract

fetched live from OpenAlex

Pre-school education is a very important step in preparing children for primary school by developing their linguistic, kinetic, sensory, emotional and social skills. As long as education is a social system and dynamic process aims at shaping human behavior so that it conforms to dominant patterns of social organization, it is also subject to various influences arising from the social change phenomenon which is the most important technological factor, for its impact on the various systems and social patterns, including the cultural and educational factor. The electronic media and mass media are one of the information revolution products narrated by the human societies in the last quarter of the twentieth century, which brought about deep structural transformations in socialization methods and particularly in educational methods, where the media has become a competitor to traditional methods of education, including pre-school. Thus, the child is now living in the world of power of image, sound and speech, influenced by the programs which may affect their behavior and perception of the world, as well as their intellectual growth and sense of movement, which creates a discrepancy between what he acquires from media and what he receives in the pre-school, which is supposed to be preparatory for the subsequent school stage. From these points of view, we wanted to approach the subject from a sociological-educational perspective.
 

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)0.004
metaresearch head score (Gemma)0.024
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.200
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.024
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.224
GPT teacher head0.556
Teacher spread0.332 · 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