Planar electromagnetic sensors : characterization and experimental results : a project report submitted in partial fulfilment of the requirements for the degree of Master of Engineering in Information and Telecommunications Engineering
Bibliographic record
Abstract
Content removed due to Copyright: C.Gooneratne and S.C.Mukhopadhyay, "Application of a Novel Planar Sensor to Estimate the Life of Turbine", Proceeding of AUPEC 2004 conference, paper no., 16, Sep. 26-Sep. 29, 2003, Brisbane, Australia, ISBN 1-884-99775-3. C Gooneratne, S.C. Mukhopadhyay, and G. Sen Gupta, "A Review of Sensing Technologies for Landmine Detection: Unmanned Vehicle Based Approach", Proceedings of Second International Conference on Autonomous Robots and Agents, December 13-15, 2004, Palmerston North, New Zealand, pp. 401-407. C. Gooneratne, S.C. Mukhopadhyay and Y, Yamada, "Novel Planar Electromagnetic Sensore - Characterization and Comparative Evaluation", IEEE Intermag Conference, April 4-8, 2005, Nagoya, Japan, paper number EF-07, Conference digests, page number 483. C.P.Gooneratne, S.C. Mukhopadhyay, G. Sen Gupta and K. Thakur, "Characterization and Comparative Evaluation of Novel Planar Electromagnetic Sensors", Proceedings of ISEMA 2005, 6th International Conference on Electromagnetic Wave Interaction with Water and Moist Substances, Weimer, Germany, May 29-June 1, 2005, page number 243-250. S.C. Mukhopadhyay, C.P.Gooneratne, S. Demidenko and G. Sen Gupta, "Low Cost Sensing System for Dairy Products Quality Monitoring", Proceedings of 2005 International Instrumentation and Measurement Technology Conference, May 17-19, 2005, Ottawa, Canada, IEEE Catalog Number 05CH37627C, ISBN 0-7803-8880-1, Page number 244-249. J. Akramy, C. Gooneratne, S>C> Mukhopadhyay and G. Sen Gupta, "A Controlled Frequency Signal Source for Electromagnetic Sensing Applications", Proceedings of 11th Electronics New Zealand Conference (ENZ Con), November 15-16, 2004, Palmerston North, New Zealand, pp. 124-29. S.C. Mukhopadhyay, C>P> Gooneratne, G. Sengupta and S. Yamada, "Characterization and Comparative Evaluation of Novel Planar Electromagnetic Sensors" IEEE Transactions on Magnetics, October 2005, Vol. 41, No. 10, pp. 3658-3660. C Gooneratne, S>C> Mukhopadhyay, R. Purchas and G. Sen Gupta, "Interaction of Planar Electromagnetic Sensors with Samples From Pork Belly Cuts", Paper accepted for the International Conference on Sensing Technology, November 21-23, 2005, Palmerston North, New Zealand. Please consult print copy held in Library.
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 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".