Dampak Perubahan Paradigma Baru Matematika Terhadap Kurikulum dan Pembelajaran Matematika di Indonesia
Why this work is in the frame
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Bibliographic record
Abstract
Mathematics provides many benefits to human life and continues to grow. The development of mathematics begins with a paradigm shift of mathematics from experts and society. The paradigm of a person about mathematics will affect the way he learns and knows more about mathematics. This paradigm shift affects the changes in the implementation of the education system that impacts the curriculum, learning, and evaluation of mathematics learning. In addition, this paradigm shift also raises some problems in learning mathematics. This paper will provide an overview of how the journey of change of mathematical paradigm from time to time and give an idea of how the mathematics curriculum developed and how the pattern of learning and evaluation of mathematical learning done in the current era. In addition, this paper also provides an overview of the problems of mathematics education in Indonesia and its comparison from several countries namely Finland, Canada and Japan.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it