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Record W2768083624 · doi:10.5539/res.v9n4p68

The Analysis of the Science Textbooks for the First Three Grades in the Brimary Education in Jordan in the Domain of Science Process Skills (2017)

2017· article· en· W2768083624 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

VenueReview of European Studies · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsMathematics educationProcess (computing)PopulationScience educationPsychologyComputer scienceSociology

Abstract

fetched live from OpenAlex

The current study aims at detecting the essential and integrated science process skills in the first three grades of the primary education in Jordan using the analytical and descriptive Method. The study population consists of the science textbooks of the first three grades in the primary education in Jordan in 2015/2016.The sample of the study is its population. The study has shown that the most basic science process skills included in the science textbooks is the observation process. The textbooks also include all the integrated science process skills, and the experimental process is the most frequent one. However, the books do not include the processes of using time and place elations and the connection process. According to its results, the study has recommended the following. The process of using numbers in the science textbooks of the first grade, and also the processes of using time and place processes, and connections process in the first three grades science books along with the basic science process skills in an organized and balanced form, in the first three grades should be included, it also suggests conducting a study about the evaluation of the first three grades teachers, and the changes in the science textbooks of the first three grades in Jordan.

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)0.023
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.746
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0230.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.007
Scholarly communication0.0000.000
Open science0.0040.000
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 head0.093
GPT teacher head0.460
Teacher spread0.367 · 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