Advances in Global Education and Research: Volume 4
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
This is the fourth volume of the Advances in Global Education and Research Book Series. This volume has the following parts: Part 1: Adult Education Part 2: Curriculum and Instruction Development Part 3: Educational Technology Part 4: Education in Other Specialties Part 5: English as a Second Language Part 6: Global Competence Part 7: Higher Education and Educational Leadership Part 8: Inclusive Education Part 9: International Education Part 10: PreK-12 Part 11: Research Methods in Education ISBN: 978-1-955833-04-2 Adult Education Teaching for knowledge transfer: Best practices from a graduate-level educational psychology distance learning program Bobby Hoffman A study on the teachers’ lifelong learning competences and their reading motivation: Sapanca sample Cigdem Ayanoglu and Nese Guler Curriculum and Instruction Development Intercultural competence in teacher preparation programs in the United States and Canada: A meta-synthesis study Sandra Silva-Enos Teacher perspectives on string music for young musicians Maria Robinson-Cseke and Bernard W. Andrews The performance of elementary preservice student teachers based on interdisciplinary curriculum design Ying-Feng Wang The relationships between instructional clarity, classroom management and mathematics achievement: Mediator role of attitudes towards mathematics Saadet Aylin Yagan Educational Technology Power in the cyberspace using online discussions boards Babak Khoshnevisan and Vahideh Alipour Synchronous sessions during the COVID-19 pandemic: The good, the bad, and the ugly Babak Khoshnevisan and Rabea Alfahad Systematic review of artificial intelligence in higher education (2000-2020) and future research directions Rajat Gera and Priyanka Chadha The effect of authentic task-oriented applications on problem-solving skills in robotic programming teaching Yunus Emre Ozenoglu and Sehnaz Baltaci The learner’s engagement and mobile learning environment: A proposal of an integrated model Zakariya Belkhamza When left to their own devices: Exploring teacher preference for digital learning tools Lergia I. Olivo and Kaitlin C. Alexander Determining the effect of student-content interaction, instructor-student interaction and student-student interaction on online education satisfaction level Birgul Aydin Overarching themes of MOOCs: An integrative literature review Gregory Bunn and Doris Lee Analyzing the students' intention to use online learning system in the context of COVID-19 pandemic: A theory of planned behavior approach Kamel Mouloudj, Ahmed Chemseddine Bouarar, and Karolina Stojczew Education in Other Specialties Challenges affecting teaching-learning processes in multi-grade classes: A comparison of pre-pandemic and peri-pandemic periods Muhammed Safa Akdas and Mahmut Kalman Gender stereotyping in the eyes of preschool teachers and teacher candidates Aysun Dogutas Using mnemonic illustrations in first reading and writing: The case of Turkish alphabet Baris Kalender
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.000 |
| 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