Investigation and Analysis of Vocational Training and Professional Identity of Biology Teachers in Southern Henan
Bibliographic record
Abstract
In order to effectively investigate the current professional status of biology special post teachers in the southern of Henan Province (Southern Henan), this study used the method of interviews and questionnaires to investigate and analyze the current situation of biology special post teachers in Southern Henan from the aspects of vocational training and professional identity. The results showed that: (1) Satisfaction with vocational training is still acceptable, all of them can participate in certain training, but the training policy and system need to be improved, the level of training is limited, the training opportunities are not balanced, and the training time and content need to be optimized. (2) Career identity is generally satisfactory, proud, respected and enthusiastic in teaching. It can promote the growth and development of students, but the suggestions of special post teachers have not been adopted in time. In view of the above findings, this paper puts forward some countermeasures for the professional development of biology special post teachers in Southern Henan, in order to provide theoretical basis for the follow-up study on the professional aspects of biology special post teachers, and also provide important information for the professional development of rural special post teachers.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".