Constructivist Approach in a Paradigm of Public School Teachers′ Professional Development in Great Britain, Canada, the USA
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 article dwells on professional development of public school teachers as an inevitable constituent of education systems in the 21 st century. In such economically developed countries as Great Britain, Canada and the USA, the problem of preparing teachers to a difficult and responsible task of upbringing and educating future citizens always remains topical. The authors define the following aim and objectives of their research: to conduct analysis of scientific and pedagogical literature and to define the notion of teachers′ “professional development”; to research a place and role of the constructivist approach to professional development of teachers. Some aspects of the problem under research have been studied by foreign and domestic scientists: political, social, cultural and economic aspects of teachers′ professional development (L. Darling-Hammond, M. Tight); elaboration of professional development curricula (C. Pratt); content of teachers′ professional development (N. Dana Fichtman, S. Zepeda); concept-oriented instruction (J. Guthrie); continuing professional development (Ya. Belmaz, A. Kuzminskyi, O. Kuznietsova). The research methodology comprises theoretical (logical, structural and systematic methods, induction and deduction, comparison and compatibility, analysis and synthesis) and applied (observations, questioning and interviewing) methods. The research results have been presented.
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 | 0.002 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| 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