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Record W6930618100 · doi:10.5281/zenodo.12512478

Measuring social and psychological factors through home-study setting towards improved academic performance

2023· article· en· W6930618100 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) · 2023
Typearticle
Languageen
FieldPsychology
TopicStudent Stress and Coping
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Academic achievementPopulationStatistical significanceResearch designSocial relationship

Abstract

fetched live from OpenAlex

This study determined the relationship among social and psychological factors through home -study setting of Grades 6 pupils in Liciada Elementary School, in Bustos, Bulacan during the first quarter of School Year 2022-2023. The main objective is to find the implications of social and psychological factors on the achievement of pupils and finding benefits of home-study setting. The method used in the study was t-test and pearson (r). Using descriptive correlational research as research design in the total population of 167 Grade 6 pupils as respondents of the study, the answers to the problems raised in this study were summarized as follows: The number of siblings and socio-economic status has a significant relationship between pupils’ demographic profile and social factor in home study setting with p-values 0.011 and 0.000 which is less than the level of significance at 0.05. Social factor in home-study setting and respondents’ academic achievement has a significant relationship with p-value of 0.001 which was less than the level of significance at 0.05. On the other hand, psychological factor in home study setting and respondents’ academic achievement has no significant relationship with p-value 0.220 which was greater than the level of significance at 0.05. The pupil’s achievement on this present research will be useful to the parents and policymakers in finding the benefits, policy framing, and advantages of home-study.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.879
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.002

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 head0.215
GPT teacher head0.369
Teacher spread0.154 · 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