Dr. Packianathan “Chella” Chelladurai: An Eminent Scholar in Sport Management. [Dr. Packianathan “Chella” Chelladurai: Un eminente académico en gestión deportiva].
Bibliographic record
Abstract
Dr. Packianathan “Chella” Chelladurai has a long and distinguished career in sport management and is a recognized scholar of management science. Chella received his Bachelor’s and Doctor of Physical Education degrees from the University of Madras, India. He was a member of the All Star Basketball Team of India and coached several basketball teams. Chella left India to pursue graduate studies in Canada. He received a Master’s degree in physical education from the University of Western Ontario, and an additional Master’s degree from the University of Waterloo. Chella further pursued his Ph.D in management science as well from the University of Waterloo. Chella served on the faculty of the University of Western Ontario from 1971 to 1991. He then joined the faculty at The Ohio State University from 1991 until his retirement in 2012. Currently, Chella is a Distinguished Professor of Sport Management at Troy University.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.166 | 0.104 |
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 source (direct Gemma or distilled Codex), 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".