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[Front matter]
Lockheed Martin, Lockheed Marti, Elias Aboutanios, Raviraj Adve, Fauzia Ahmad, C. Allen, Augusto Aubry, Luca Baldini, Charles A. Baylis, Kristine L. Bell, Jamie S. Bergin, Stéphanie Bidon, Igal Bilik, William Blake, Daniel W. Bliss, André Bourdoux, Paolo Braca, Batu K. Chalise, Alexander Charlish, Kevin Chetty, Carmine Clemente, David Conway, Stefano Coraluppi, Scott Coutts, Diego Cristallini, Frederick Daum, Mark Davis, Antonio De Maio, Danilo Erricolo, Francesco Fioranelli, Gordon J. Frazer, Caleb Fulton, Michele Galletti, Marina Gashinova, Fulvio Gini, Sandeep Gogineni, Scott Goldstein, Nathan A. Goodman, Sabrina Greco, Sevgi Zübeyde Gürbüz, Aboulnasr Hassanien, Jeffrey S. Herd, Braham Himed, Mohammed Jahangir, Frederick W. Koehler, Kenneth Kolodziej, P. Lombardo, Marco Lops, Steffen Lutz, Anthony F. Martone, Marco Martorella, Patrick M. McCormick, William L. Melvin, Justin G. Metcalf, Kumar Mishra, Alberto Moreira, Darren Muff, Willie Nell, Lam Nguyen, Daniel O'hagan, Danilo Orlando, Robert D. Palmer, Debora Pastina, Micheal Picciolo, Daniel J. Rabideau, Ram Raghavan, Sandeep Rao, Brian D. Rigling, Matthew Ritchie, Frank C. Robey, Cenk Sahin, Piotr Samczyński, Wade Schwartzkopf, Richard Tillman, John M. Trostel, Simon Watts, Peter Willett, Birsen Yazıcı, Mark Yeary, J.M. Baden, Chris Baker, John E. Ball, Alessio Balleri, Rod Barnes, David Barrett, Shalom Marc, Bauduin Wlliam, Baxter Bekar, D.J. Bekers, Dario Benvenuti, Richa Bharadwaj, D. Blacknell, W.D. Blair, Rodrigo Blazquez, Shannon D. Blunt, Stephen Bocquet, Dominik Bok, Carlo Bongioanni, Virginia Brancato, Michael Brandfaß, Graham Brooker, Alessandra Budillon, D. L. Burke, Michael J. Callahan, Stefano Mihai Canta, Siyang Cao, Amerigo Capria, Vincenzo Carotenuto, Turgay Çelik, Jung-Chieh Chen, M. Cherniakov, Domenico Ciuonzo, Fabiola Colone, James P. Conroy, Daniel M. Cook, Phillip M. Corbell, Brian D. Cordill, Anand Dabak, Liam Daniel, Michael H. Davis, Jacco de Wit, Stephan Dill, Armin Doerry, John A. Dougherty, Robert Duggan, Ahmet M. Elbir, Sean Ellison, Masoud Farhadi, Alfonso Farina, Stefan Feintuch, Ruoyu Feng, Alan J. Fenn, Alessio Filippi, Francesca Filippini, Erlend Finden, Terry Foreman, Peter Fox, J. R. Franz, Stephen J. Frasier, Patrick Friel, Markus Gardill, Dmitriy Garmatyuk, John Garnham, David A. Garren, Selenia Ghio, Shahzad Gishkori, LeRoy A. Gorham, Maria Greco, Yujie Gu, Ronny G. Guendel, Sevgi Zubeyde, Gurbuz Syed, Hamza Stephen, Harman Lumumba, Harnett Stephen, Hayward Yuan He, Dan Hebert, Andrew Heitmann, Brendan Hennessy, Jeffrey Braham, Himed Minhtri, H. Dinh, Ho Tong, Minh Hoffmann, David A. Holdsworth, William R Howard, Weimin Huang, Michael Inggs, Matthew D. Jackson, Julie Ann Jackson, Feike Jansen, Jen King Jao, H Javadi, Benny Johnson, J. Johnson, Christian C. Jones, Bosung Kang Seyed, Mohammad Karbasi, Todd Kastle, Byron M. Keel, Stephane Julien, Kernec Musa, Musa Furkan Keskin, Christina Knill, Benjamin Knoedler, Pavlos Kollias, Jeff Krolik, James Kuchar, Krzysztof Kulpa, Jim Kurdzo, Marco La Manna, Mario Lamanna, Toufik Laroussi, Marco Lavalle, William Lee, Mark Leifer, Gregory Lerner, Wenchao Li, Yilong Lu, Wanghan Lv, Marco Maffei, Mateusz Malanowski, Anil Mani, Salvatore Maresca, Spencer Markowitz, Davide Massaro, Gregory J. Mazzaro, Kellie Mcconnell, Jay McDaniel, Vito F. Mecca, M. Mercuri, William Miceli Kumar, Vijay Mishra, Charles A. Mohr, D.G. Money, M. Montanari, Alessio Monti, Linda J. Moore, Claire Morris, John Mower, Fiona Muirhead, B. Mulgrew, Jose-Maria Munoz-Ferreras Myakinkov, Ram M. Narayanan, Willie Nel, Nadav Neuberger, Brian W.‐H. Ng, Văn Hùng Nguyễn, Michael Nord, Idar Norheim‐Næss, Hamed Nosrati, Brian Nowakowski, Nicholas O’Donoughue, Jon Owen, Luca Pallotta, Stephan Palm, Bob Palmer, Asif Parker, Nikita Yu. Petrov, M.L. Picciolo, Paul Pincus, Jean E. Piou, Anum Pirkani, Iole Pisciottano, Nils Pohl, Matthew Pollard, Cristina Ponti, Dominique Poullin, M. Preiss, Chuck Quintero, Samiur Rahman, Karthik Ramasubramanian, Dani Raphaeli, Brandon Ravenscroft, Jeremy Reed, Christ D. Richmond, R. J. Riddolls, Ric A. Romero, Luke Rosenberg, Mayazzurra Ruggiano, Hichem Sahli, Alan Salari, Jorge L. Salazar-Cerreño, Fabrizio Santi, Dan P. Scholnik, Christof Schüpbach, Jack Schuss, David Schvartzman, Stephen Searle, Sahil Shah, Vijaya Shankar, Gustavo H. X. Shiroma, Mark A. Sletten, Mariusz Starzec, Christian Steffes, W. Stehwien, Malcolm F. G. Stevens, Daniel J. Stevens, James M. Stiles, John P. Stralka, John Summerfield, G. X. Sun, Hongbo Sun, Joseph Tabrikian, Charles E. Thornton, Sonia Tomei, Mike Turley, Martin Ummenhofer, Faruk Uysal, Ferran Valdes Crespi, Crespi Wim, Van Rossum, Shelly Vishwakarma, В В Волков, Simon Wagner, Christian Waldschmidt, Ingo Walterscheid, Pu Wang, Dan Wang, Ling Wang, Xiangrong Wang, Christoph Wasserzier, Matthias Weiß, Thomas Wengerter, Philipp Wojaczek, Malcolm Wong, K. Woodbridge, Mark Bariscan, Yonel Robert, Young Tian, Yu Xianxiang, Yu Evan, Zaugg Zelnio, Yin Zhang, Yongchao Zhang, Shuai Zhang, Yiming Zhang, Zhijun Zhang, Yuhong Zhang, Renyuan Zhang, Yimin D. Zhang, Ieee Aess, Michael C. Wicks, Marco Di Seglio, Marcel Hoffmann, Karol Abratkiewic
Bibliographic record
Venue2022 IEEE Radar Conference (RadarConf22) · 2022
Typearticle
Languageen
FieldEngineering
TopicBiomedical and Engineering Education
Canadian institutionsLockheed Martin (Canada)
FundersAir Force Research LaboratoryAir Force Institute of TechnologyUniversità di PisaArmy Research LaboratoryUniversity of Electronic Science and Technology of ChinaNederlandse Organisatie voor Toegepast Natuurwetenschappelijk OnderzoekPolitechnika WarszawskaUniversity of TorontoUniversità degli Studi di Napoli Federico IIUniversity of OklahomaArizona State UniversityIEEE FoundationAalto-YliopistoResearch Institute, Georgia Institute of Technology
KeywordsFront (military)CreativitySystems engineeringEngineeringRadarEngineering managementComputer sciencePhased arrayTelecommunicationsPolitical scienceMechanical engineering
Abstract
Conference proceedings front matter may contain various advertisements, welcome messages, committee or program information, and other miscellaneous conference information. This may in some cases also include the cover art, table of contents, copyright statements, title-page or half title-pages, blank pages, venue maps or other general information relating to the conference that was part of the original conference proceedings.
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 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.
metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.318
Threshold uncertainty score1.000
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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.024 | 0.001 |
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.
Opus teacher head0.011
GPT teacher head0.198
Teacher spread0.187 · how far apart the two teachers sit on this one work
Validation status
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; both teacher heads agree on what is shown here.
Study designNot applicable
Domainnot available
GenreEmpirical
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".
Quick stats
Citations0
Published2022
Admission routes2
Has abstractyes