MétaCan
Menu
Back to cohort
Record W4251197999 · doi:10.18502/aqf.0101

The Gulf Comparative Education Society's (GCES) Eighth Biannual Symposium Public, Private, and Philanthropy: Exploring the Impact of New Actors on Education in the GCC

2018· article· en· W4251197999 on OpenAlexaboutno aff
Abdullah Alajmi, Ahoud Alasfour, Natasha Ridge, David Dingus, Max Eckert, Elizabeth R. Bruce, Catherine Hill, Nadera Alborno, Nina Abdul Razzak, Wafa Al-Mansoori, Marvin Erfurth, Katariina Juusola, Nour Al Okla

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsGlobeTheme (computing)Political scienceMainstreamPrivate sectorPower (physics)Library scienceSociologyLawMedicine

Abstract

fetched live from OpenAlex

"The Gulf Comparative Education Society (GCES) held its eighth biannual symposium under the sponsorship of the Sheikh Saud bin Saqr Al Qasimi Foundation for Policy Research from April 7th to 9th, 2018. Guided by the theme “Public, Private, and Philanthropy: Exploring the Impact of New Actors on Education in the GCC,” attendees presented research and discussed developments in the field of education in the Gulf. The symposium was held at the Hilton Garden Inn Ras Al Khaimah in the United Arab Emirates and consisted of a pre-conference workshop, three keynote addresses, four featured panels, two special panels, and six breakout sessions with over 40 presentations by invited speakers, as well as by those who submitted abstracts that had been selected by a blind review. In its eighth year, the symposium continued the tradition of convening a diverse group of guests and attendees from across the globe. This year’s presenters came from a wide variety of countries including the UAE, Oman, Kuwait, Saudi Arabia, Bahrain, Canada, Spain, Australia, Germany, Sweden and the United States, representing different voices in the education sector, such as policymakers, academics and researchers, school providers and leaders, consultants, and teachers. The theme for 2018 drew upon the growing involvement of emerging actors in GCC education and put a spotlight on the impact of philanthropy on education in the Gulf. In 2015, reports estimated a combined $34bn worth of private donations to foundations. Philanthropic contributions, closely intertwined with private and public education, therefore hold the power to shape GCC education ecosystems, through scholarships and mentoring, as well as the creation of entire school systems and universities. While the philanthropic sector is still in its infancy in the GCC, this years’ symposium took the opportunity to apply a comparative lens through keynote speeches delivered by Professor Bob Lingard (University of Queensland), Professor Megan Tompkins-Stange (University of Michigan), and Professor Antoni Verger (Universitat Autònoma de Barcelona). The speakers discussed topics, such as the emergence of philanthropists, edupreneurs, and consultants as new policy actors in education, the power and influence of elite private philanthropies in the US, and the main omissions and shortcomings of translating public- private partnerships (PPPs) into the educational policy field. The featured panels and breakout sessions addressed the following key topics, among others:  Higher Education in the GCC  Informing Education Policy and Transforming Systems through Evidence  Motivation, and Alternative Approaches to Learning 2  Evaluating the Emergence of Private Actors in Education  The Challenges and Prospects of Philanthropy in Education in the GCC  Internationalization of Education: Effects on Students, Educators, and Institutions  Globalization in Philanthropy and Human Resources In addition, the symposium brought together over 80 participants working in a range of organizations across the Gulf and beyond, all of whom shared an interest in comparative education in the GCC countries. This year’s symposium was further enriched by a special panel discussion joined by representatives from UNESCO, UNDP, and the Arab Gulf Program for Development (AGFUND). The discussion revolved around the Sustainable Development Goal 4 in the Gulf States and how partnerships can ensure quality education and promote lifelong learning opportunities for all. Following the symposium, speakers were asked if they would like to submit an approximately 3,000-word paper on their presentation. This volume is the compilation of those papers that were submitted. While it does not cover all of the presentations that were given at the symposium, slides for some of the other presentations are available on the GCES website (www.gces.ae). Dr. Abdullah Alajmi, President Dr. Ahoud Alasfour, Vice President Dr. Natasha Ridge, Secretariat Representative David Dingus, Max B. Eckert, and Elizabeth Bruce, Proceedings Editors"

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.010
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.014
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0060.006
Scholarly communication0.0090.005
Open science0.0010.008
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0140.001

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 head0.154
GPT teacher head0.440
Teacher spread0.285 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2018
Admission routes1
Has abstractyes

Explore more

Same topicEducational Practices and ChallengesFrench-language works237,207