Holistic Education: An Approach for 21 Century
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
Holistic education encompasses a wide range of philosophical orientations and pedagogical practices. Its focus is on wholeness, and it attempts to avoid excluding any significant aspects of the human experience. It is an eclectic and inclusive movement whose main characteristic is the idea that educational experiences foster a less materialistic and a more spiritual worldview along with more dynamic and holistic views of reality It also proposes that educational experience promote a more balanced development of – and cultivate the relationship among – the different aspects of the individual(intellectual, physical, spiritual, emotional, social and Aesthetic ), as well as the relationships between the individual and other people, the individual and natural environment, the inner- self of students and external. world, emotion and reason, different discipline of knowledge and different form of knowing. holistic education is concerned with life experience, not with narrowly defined'' basic skills
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 | 0.000 | 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 | 0.002 |
| 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