Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services
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
It is my great pleasure as general chair of the PST2006 conference to welcome you to this year's privacy, security and trust (PST) conference being hosted by the University of Ontario Institute of Technology (UOIT) at the Hilton Suites Toronto/Markham Conference Centre, Markham, Ontario, Canada. Thank you for making time in your busy schedule to participate in PST2006. The annual PST conference provides an international forum for researchers and information and communications technology (ICT) professionals from industry, the public sector and academe to collaboratively explore ways to make cyberspace a safer and more private place to do business, conduct scientific research, deliver services, provide teaching and learning opportunities, and facilitate global communication and understanding. It is vitally important that we promote multidisciplinary research to solve the technical, legal and social problems facing government, the private sector and citizens at home. Without a trusted ICT environment we will never come close to realizing the full potential of technology to make the world a better place.
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 | 0.000 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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