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Record W6912811490 · doi:10.5281/zenodo.7246609

PARENTAL INVOLVEMENT IN MODULAR DISTANCE LEARNING AND THE HOLISTIC DEVELOPMENT OF KINDERGARTEN STUDENTS AMIDST THE PANDEMIC

2022· article· en· W6912811490 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

VenueZenodo (CERN European Organization for Nuclear Research) · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicChild Development and Education
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)PerceptionDistance educationHolistic educationPandemicEducational attainment

Abstract

fetched live from OpenAlex

This study aimed to determine the significant relationship between the level of parental involvement in modular distance learning and kindergarten’s holistic development based on the perception of kindergarten parents amidst the pandemic. This research used descriptive correlational research with 150 selected Kindergarten parents in Bukal Sur Elementary School, Candelaria West District as respondents. It was conducted during the 4th quarter of SY 2021-2022. Results revealed that majority are married female, 30-34 years old, with high school background and below P5,000 income. They perceived parenting and learning at home very satisfactory, while collaborating, decision making, volunteering, and communicating are satisfactory. All indicators of holistic development including physical, intellectual, and emotional are very high. All variables of parental involvement are significantly interrelated to their physical, intellectual, and emotional development. When grouped according to age, sex, civil status, and monthly income, no significant differences were noted. Nevertheless, educational attainment of the respondents showed significant difference when used as a grouping factor.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.834
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.052
GPT teacher head0.306
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