MétaCan
Menu
Back to cohort
Record W2810219287 · doi:10.5430/wje.v8n3p107

The Decision-Making Skills of the Children Who Have Taken 1st and 2nd Grade Life Sciences Courses as Evaluated by Their Parents

2018· article· en· W2810219287 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.

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

VenueWorld Journal of Education · 2018
Typearticle
Languageen
FieldHealth Professions
TopicProblem Solving Skills Development
Canadian institutionsnot available
Fundersnot available
KeywordsDisadvantagedPsychologySignificant differenceDevelopmental psychologyMedical educationMathematics educationMedicine

Abstract

fetched live from OpenAlex

The purpose of this study is to investigate the Life Sciences course decision-making skill of the 3rd grade primaryschool students as evaluated by the parents. The study was conducted in screening model. The participants of thestudy were the parents (41 mothers and 26 fathers) of the students (32 girls, 35 boys) who study in the center of theprovince of Adıyaman in the academic year of 2017-2018. In order to collect the data, “decision-making skill level”survey form, which evaluates the decision-making gains of the 1st and 2nd grade Life Sciences course, was used.According to the findings, the decision-making skill of the students was 94.54 out of 120, which is “very good”. Thedecision-making skill levels of the students did not show a significant difference depending on the parent variable(mother or father), the students’ gender, or the school type attended (central or disadvantaged neighborhood).Depending on their success in school, however, there was a significant difference in their decision-making skilllevels; a positive correlation was detected between the decision-making skill and the success in school. Thedecision-making skill of the students did not show a significant difference depending on their self-confidence levelor their success in the Life Sciences course.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.134
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
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 head0.027
GPT teacher head0.415
Teacher spread0.388 · 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