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Record W4388159896 · doi:10.5430/jct.v12n6p69

Developing Culture-Based Teaching Material on Human Reproductive System Materials Class XI Senior High School

2023· article· en· W4388159896 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

VenueJournal of Curriculum and Teaching · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Curriculum and Learning Methods
Canadian institutionsnot available
FundersAcademy of Finland
KeywordsMathematics educationClass (philosophy)Test (biology)PsychologyComputer science

Abstract

fetched live from OpenAlex

This study aimed to investigate the development of textbooks and also to figure out their validity, practicality, and effectiveness, in indonesain education system. In the case of textbook validation, it is performed by three validators. In order to measure the practicality of the textbooks, it was tested in 3 high schools in the year 2022/2023 through student response questionnaires and teacher response questionnaires. Mexanwhile, the effectiveness of textbooks was tested in class XI first-grade students of three high schools in Banda Aceh in the year 2022/2023. Based on the results of the trials that have been carried out, it was concluded that the textbooks have met a very valid category with an average value of 4,032 by relying on the criteria table validity (4≤M<5). For the practicality of textbooks, it can be seen that 92.59% of the students gave vastly positive responses, and 95% of the teachers gave very positive responses in relation to the textbooks used for learning. Furthermore, to find out the effectiveness of textbooks can be seen in the student learning outcomes test. There are 47 students in total, 39 students were declared complete (passed) and 8 students were declared incomplete (did not pass) with the average percentage of the number of students who achieved a minimum completion score of 75 was 83 %. Based on the results of this study, indicated that the textbooks developed were valid, practical, and effective to be used in order to support the teaching and learning process.

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)0.011
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.863
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.003
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 science0.0000.000
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 head0.040
GPT teacher head0.387
Teacher spread0.347 · 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