MENINGKATKAN PROFESIONALISME GURU DALAM MELAKSANAKAN PEMBELAJARAN FISIKA MELALUI BIMBINGAN TEKNIK KERJA KELOMPOK
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
The objective in this research is to improve the professionalism ofteachers in implementing the guidance of physics learning through groupwork techniques in Sub Rayon 05 SMA Negeri 1 Percut Sei Tuan. Thesubjects were high school physics teachers are included in Sub Rayon 05 SMA Negeri 1 Percut Sei Tuan, amounting to 15 people. The research methodapplied is Action Research School through two cycles, with each cycleconsisting of planning, implementation, observation and reflection. Results ofdata analysis showed that (1) through the application of technical guidance tothe group work of teachers in the Physics Sub Rayon 05 SMA Negeri 1 Percut Sei Tuan, their knowledge of the methods, strategies, models and learningapproach that includes the model of physics learning experience improvement.(2) There is an increase in the ability of physics teachers in Sub Rayon 05SMA Negeri 1 Percut Sei Tuan in implementing models learning toimplement technical guidance group work. (3) Through the implementation oftechnical assistance work group, an increase in the ability of physics teachersin Sub Rayon 05 SMA Negeri 1 Percut Sei Tuan in preparing lesson plan inaccordance with the model or learning strategies. (4) There is an increase inthe ability of physics teachers in Sub Rayon 05 SMA Negeri 1 Percut SeiTuan in making the assessment instrument.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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