EFFECTIVENESS OF LOW COST MATERIALS ON DIVERSE ACHIEVERS IN THE TEACHING OF PHYSICS AT SECONDARY LEVEL
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
Abstract
 The equipment’s of science teaching in the most of secondary school is not available in Pakistan. The main purpose of this research is to find the effectiveness of low cost materials on diverse achievers in the physics instructing at secondary level. The nature of the study was experimental. The most suitable design for this experiment was Pre-test, post-test equivalent group design. A sample of 40 pupils was carefully chosen from Government High School No.2 Nowshera Cantt. The experiment continued for six weeks. Independent sample t-test was used for the analysis of data. The group which has been instructed with low cost teaching aids showed successful result scores in the posttest and their achievement level further gets improved. It has been suggested that teachers training institutions ought to build up such a training programs, which would enhance the capacities of teachers in the selection and in the development of apparatuses, using low cost materials for practical work
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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 | 0.042 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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