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Record W4307101894 · doi:10.5430/jct.v11n8p63

Impact of Teaching a Proposed Unit on Successful Intelligence and Augmented Reality in Biology on Lateral Thinking and Science Fiction among High School Students in Al-Saih City, Saudi Arabia

2022· article· en· W4307101894 on OpenAlex
Norah Saleh Mohamed Al-Muqbil

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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Curriculum and Teaching · 2022
Typearticle
Languageen
FieldComputer Science
TopicAugmented Reality Applications
Canadian institutionsnot available
Fundersnot available
KeywordsFlexibility (engineering)Mathematics educationTest (biology)Augmented realityCritical thinkingPsychologyScale (ratio)Computer scienceMathematicsArtificial intelligenceBiologyGeographyCartography

Abstract

fetched live from OpenAlex

The study examined the impact of teaching a unit based on the Theory of Successful Intelligence and Augmented Reality in Biology on developing lateral thinking and science fiction among high school students in Al-Saih City, Saudi Arabia. To verify the research experience's effect, a quasi-experimental design, the "Lateral Thinking Test," and the "Science Fiction Scale" were used. The research sample included 34 experimental and 37 control students (all high school students). The research tool used to examine both groups' lateral thinking contains 24 questions on concepts, alternatives, linkages, and ideas. Science fiction skills include alertness, flexibility, imagery, daydreaming, retreating from reality, and sustaining direction. The results demonstrated a statistically significant difference (0.05) between the average scores of the experimental and control groups for each lateral thinking skill and the lateral thinking test as a whole, in favor of the experimental group. Also, teaching a unit based on the Theory of Successful Intelligence and Applications of Augmented Reality in biology helps develop lateral thinking and science fiction. The research advocated applying the notion of Successful Intelligence and Augmented reality in high school, based on the study's results, to improve educational outcomes such as "lateral thinking" and "science fiction".

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)0.005
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 score0.021
Threshold uncertainty score0.571

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.001
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 head0.020
GPT teacher head0.348
Teacher spread0.328 · 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