Foreign and domestic experience in the development of inclusive educationInclusive education
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 article examines the development and formation of inclusive education based on foreign experience. It is relevant to study the experience of civilized, developed countries and the application of its models in the domestic education system. The spread of global skills in the world places many demands on today's future specialist. Including the formation of an inclusive environment, according to which the modification of the educational process has become a natural phenomenon. The USA, Finland, Norway, Sweden, Canada, etc., which have gained extensive experience in the field of inclusive education, in these countries inclusive education arose in the 1960s. There was disagreement on the part of the society about inclusion. Tensions have been rising with regard to people with disabilities. Legally, the protection of their rights was difficult. It was only since the 1970s that the rights of people with disabilities began to be protected. The Swedish scientist Nurye proved that this category of people needs to be trained, educated.
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 | 0.001 | 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 | 0.001 | 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 it