Higher Secondary School Students’ Attitude towards Chemistry
Bibliographic record
Abstract
The focus of this study was about higher secondary school students’ attitude towards chemistry subject, chemistry teacher and teaching methodologies of chemistry teacher. Like academic achievement, attitude is considered to be an important product of higher secondary education. The population of this study was all the higher secondary schools students of Khyber Pakhtunkhwa (Pakistan), however due to time constraints and convenience the 35 second year students of government higher secondary school Jamrud Khyber agency Khyber Pakhtunkhwa were taken as convenience sample for this study. A modified questionnaire of Abulude (2009), Cheung (2009) and class room life script of Johnson and Johnson, Johnson, Johnson & Anderson (1983), of likert scale were used as an instrument for this study. The attitude of the students was analyzed by the mean score of each statement. The study revealed that students were very much satisfied from the chemistry teacher however students have worries about the subject of chemistry and the methodology of chemistry.
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How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".