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Record W6950404733 · doi:10.5281/zenodo.8215914

Print and Non-Print Modular Distance Learning Modality and Students' Work Performance

2023· article· en· W6950404733 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
FieldSocial Sciences
TopicE-Learning and COVID-19
Canadian institutionsnot available
Fundersnot available
KeywordsModality (human–computer interaction)Distance educationPairwise comparisonGuardianModular designQuarter (Canadian coin)Test (biology)

Abstract

fetched live from OpenAlex

This study aimed to determine the extent of implementation of print and non-print modular distance learning modality and its correlation on the work performance of Grade VII students at Bagong Silangan High School during the first quarter of school year 2021-2022. The descriptive research method was employed in the study. The three groups of respondents were the 45 Grade 7 teachers, 255 students using printed modules, 264 students using non-print modules, 255 parents or guardian of students using printed modules and 264 parent or guardian of students using non-print modules. The statistical tools used in the study were weighted mean, one-way ANOVA, Mann Whitney U test, Pearson’s r, t-test, and Tukey Pairwise comparison.It was found out that the teachers perceived the implementation of print modular distance learning modality to a Very High Extent , while the parents and student respondents perceived its implementation to a High Extent. For the implementation of non-print modular distance learning modality, students and parents perceived the implementation to a High Extent, while the teachers perceived its implementation to a Very High Extent.In addition, the work performance of Grade VII students using print modular distance learning modality during the first quarter of school year 2021-2022 was Satisfactory, and Fairly Satisfactory for non-print.

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)0.001
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 score0.813
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.035
GPT teacher head0.298
Teacher spread0.263 · 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