2nd International Conference on Business at BracU
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
Eduvista Desk2nd International Conference on Busin ess at BracU Existing Bangladesh's stakeholders' preparedness in industry 4.0 will shape how they are remembered by future generations, said Anis Ud Dowla, chairman of ACI Group, on Friday.The scale of tech jobs will be overwhelming having economical, political and societal impacts, while many traditional jobs will give way to those suited to the day, he said during a keynote presentation at a 2nd International Conference on Business and Management 2019 (ICBM).Brac University's (BracU) Brac Business School (BBS) organised the three-daylong event bearing the theme "Industry Focused Global Research Trends in Business and Management" at The Westin Dhaka.Addressing as a special guest, BracU Vice-Chancellor Prof Dr Vincent Chang said the conference was useful platform for sharing ideas and pairing current dynamics for it was an era of economic transformation.BracU committed to forming a global portfolio, he said, urging the conference's foreign participants to enjoy Bangladesh, citing that it was one of the dynamic and hospitable countries.The conference included nine invited and eight industry's prominent academicians and industry practitioners.Four keynote presentations and 24 parallel sessions connecting about 250 participants, including over 40 delegates from Taiwan, Malaysia, Indonesia, Singapore, Thailand, Nigeria, India, Sweden and Canada were took part at the event.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.012 |
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