SOKMBI 2010 Chairs and Program Committee
Bibliographic record
Abstract
Program Committee Paul Bannerman, NICTA, Australia Robert Biuk-Aghai, University of Macau, China Elizabeth Chang, Curtin University of Technology, Australia Samuel P. M. Choi, The Open University of Hong Kong Ernesto Damiani, University of Milan, Italy Casey Fung, Boeing Phantom Works, USA Michael Ho, City University of Hong Kong Haiyang Hu, Zhejiang Gongshang University, China Wendy Hui, University of Nottingham Ningbo, China Edward Hung, Hong Kong Polytechnic University Patrick C. K. Hung, University of Ontario Institute of Technology, Canada Farookh Hussain, Curtin University of Technology, Australia Jun-Jang Jeng, IBM T.J. Watson Research Center, USA Magdy Kabeil, University of Sharjah, UAE Eleanna Kafeza, Athens University of Economics and Commerce, Greece Mohamed Khalifa, Abu Dhabi University, UAE Ron C. W. Kwok, City University of Hong Kong P. Radha Krishna, Infosys Technologies Ltd. Thomas Y. Kwok, IBM Research, USA Elaine Lawrence, University of Technology Sydney, Australia Fion S. Lee, Hong Kong Baptist University, Hong Kong, China Ho-fung Leung, Chinese University of Hong Kong Yuefeng Li, Queensland University of Technology, Australia Fu-ren Lin, National Tsing Hua University, Taiwan Seng W. Loke, La Trobe University, Australia Huiye Ma, Centrum voor Wiskunde en Informatica, The Netherlands Zakaria Maamar, National ICT, Zayed University, UAE Wolfgang Maass, University of Furtwangen, Germany Alfredo Milani, University of Perugia, Italy Richi Nayak, Queensland University of Technology, Australia Herve Pingaud, Ecole des Mines d’Albi-Carmaux, France Dumitru Roman, DERI Innsbruck, Austria Waltraut Ritter, Knowledge Management Forum, Hong Kong, China Jennifer Sampson, NICTA, Australia Susumu Shirayama, University of Tokyo, Japan Dawei Song, Robert Gordon University, UK Yain-Whar Si, University of Macau, Macau Choon Ling Sia, City University of Hong Kong, China Miguel-Angel Sicilia, University of Alcala, Spain Amadou Sienou, Ecole des Mines d’Albi-Carmaux, France Katarina Stanoevska, University of St. Gallen, Switzerland Fritz Steimer, University of Furtwangen, Germany Chuan Hoo Tan, City University of Hong Kong, China
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How this classification was reachedexpand
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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".