Prospective Teachers’ Educational Beliefs and Their Views about the Principles of Critical Pedagogy
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 main idea behind this research is to determine prospective teachers’ educational beliefs and their views about critical pedagogy. Therefore, the purpose of this research is to analyze the relationship between prospective teachers’ educational beliefs and their views about critical pedagogy. In this study, “Educational Beliefs Scale” is used with the “Principals of Critical Pedagogy Scale”. Based on the Educational Beliefs Scale, five theories on educational philosophy including: Perennialism, Essentialism, Progressivism, Reconstructionism, and Existentialism are examined. Besides Education System, Functions of School and the Emancipator School dimensions of the Principals of Critical Pedagogy Scale are analyzed. The research is conducted as a survey model study. The sample of the research comprises of 452 last grade undergraduate students from the different departments of Faculty of Education in Muğla Sıtkı Koçman University. Descriptive statistics and Pearson Product Momentum Correlation was applied to the data.
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 | 0.003 |
| 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 | 0.000 |
| 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 it