Pengembangan Lembar Kerja Siswa Berbasis Group Investigation untuk Memfasilitasi Kemampuan Penalaran Matematis Siswa SMP
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.
Bibliographic record
Abstract
Penelitian ini mengembangkan suatu media pembelajaran berupa lembar kerja siswa berbasis group investigation. Pengembangan LKS berbasis Group Investigation ini bertujuan untuk memfasilitasi kemampuan penalaran matematis siswa pada materi segitiga. Model pengembangan yang diterapkan adalah model ADDIE. Subjek penelitian ini adalah siswa kelas VII.8 SMPN 4 Siak Hulu, yang berjumlah 35 orang. Pengumpulan data dilakukan menggunakan angket dan tes. Analisis terhadap data yang diperoleh dari angket menunjukkan bahwa LKS berbasis Group Investigation telah valid dan praktis untuk digunakan. Hasil uji t menyimpulkan bahwa LKS ini efektif untuk memfasilitasi kemampuan penalaran matematis siswa. LKS berbasis Group Investigation ini dapat digunakan sebagai media pembelajaran bagi siswa kelas VII pada materi segitiga.
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 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 | 0.030 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.006 |
| Insufficient payload (model declined to judge) | 0.004 | 0.003 |
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