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Record W4399542723 · doi:10.47191/ijmra/v7-i06-08

Pupils Attitude and Performance In English

2024· article· en· W4399542723 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

VenueINTERNATIONAL JOURNAL OF MULTIDISCIPLINARY RESEARCH AND ANALYSIS · 2024
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Media Use
Canadian institutionsnot available
Fundersnot available
KeywordsPupilPsychologyMathematics educationAffect (linguistics)Quarter (Canadian coin)Pearson product-moment correlation coefficientPositive attitudeDescriptive statisticsCognitionSocial psychologyStatisticsMathematicsGeographyCommunication

Abstract

fetched live from OpenAlex

Pupil’s attitude towards learning English is evident in everyday teaching –learning process that may affect its academic performance specifically in English. This study sought to determine the level of pupil’s attitude in terms of affective, behavioral and cognitive dimensions, the level of pupil’s performance in English and the significant relationship between the pupil’s attitude and performance in English among the three (3) schools of Talisayan District, Division of Misamis Oriental during the Second Quarter of the School Year 2023-2024. There was a total of one hundred thirteen (113) Grade 4 and 5 pupils’ respondents through total enumeration sampling method. This study utilized a researcher-made survey questionnaire. Descriptive statistics such as Mean, Standard Deviation, and Pearson Product Moment Correlation Coefficient (r) were used. Results showed that the Cognitive Attitudes received the highest average rating, while affective attitudes got the lowest. There was no substantial correlation between pupils' attitudes about the English language and their performance in language. As a result, pupils should focus on studying difficult English subjects.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.308
Threshold uncertainty score0.307

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.071
GPT teacher head0.442
Teacher spread0.371 · 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