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Record W3127308713 · doi:10.51529/ijiece.v5i1.208

Perkembangan Kemampuan Berbicara Anak Usia 5-6 Tahun

2020· article· id· W3127308713 on OpenAlexvenueno aff
Ida Windi Wahyuni, Siti Nurhayati

Bibliographic record

VenueEarly childhood education · 2020
Typearticle
Languageid
FieldComputer Science
TopicEducational Methods and Media Use
Canadian institutionsnot available
Fundersnot available
KeywordsPronunciationFluencyPsychologySentenceVocabularyCourageGestureDevelopmental psychologyMathematics educationLinguistics

Abstract

fetched live from OpenAlex

This study aims to determine the speaking ability of children aged 5-6 years at the YLPI Marpoyan Islamic Kindergarten. This study uses a descriptive qualitative approach. The subjects in this study were 19 children in group B3 TK YLPI Marpoyan Pekanbaru, Riau. Data analysis was carried out in three stages: data reduction, data display, and conclusion. The results of data analysis, namely aspects of pronunciation, aspects of vocabulary development, aspects of sentence formation, aspects of speech content, and aspects of courage, aspects of fluency, and aspects of expression or gestures develop very well because all children can show the development of children's language skills. The results of this study indicate that the development of speaking skills of children aged 5-6 years in TK YLPI Marpoyan Pekanbaru is developing very well

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0070.001

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 head0.023
GPT teacher head0.277
Teacher spread0.254 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations6
Published2020
Admission routes1
Has abstractyes

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