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Record W3199250290 · doi:10.5038/9781955833042

Advances in Global Education and Research: Volume 4

2021· book· en· W3199250290 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAnahei Publishing eBooks · 2021
Typebook
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
FundersUniversity of South Florida
KeywordsVolume (thermodynamics)Series (stratigraphy)GeologyPhysicsThermodynamics

Abstract

fetched live from OpenAlex

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.369
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0030.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.059
GPT teacher head0.401
Teacher spread0.342 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it