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Cosmic ray oriented performance studies for the JEM-EUSO first level trigger
G. Abdellaoui, Shinsuke Abe, A. Acheli, Jenni Adams, S. Ahmad, Amine Ahriche, J. -N. Albert, D. Allard, Gustavo Alonso, Luis A. Anchordoqui, Vladimir Andreev, A. Anzalone, Walid Aouimeur, Y. Arai, N. Arsene, Katsuaki Asano, R. Attallah, H. Attoui, M. Ave Pernas, S. Bacholle, Mohammed Bakiri, P. Baragatti, P. Barrillon, S. Bartocci, T. Batsch, J. Bayer, R. Bechini, T. Belenguer, R. Bellotti, А. А. Белов, K. Belov, Belkacem Benadda, K. Benmessaï, Andreas A. Berlind, М. Бертаина, Peter L. Biermann, S. Biktemerova, L. Conti, Nicolas Blanc, J. Błȩcki, S. Blin-Bondil, P. Bobík, M. Bogomilov, Massimiliano Bonamente, R. Boudaoud, E. Bozzo, M. S. Briggs, A. Bruno, K.S. Caballero, F. Cafagna, D. Campana, J. N. Capdevielle, Francesca Capel, A. Caramete, L. Caramete, P. Carlson, R. Caruso, M. Casolino, Claudio Cassardo, A. Castellina, G. Castellini, C. Catalano, O. Catalano, A. Cellino, M. Chikawa, Gabriel Chiritoi, M. J. Christl, V. Connaughton, G. Contino, G. Cordero, G. Cotto, H.J. Crawford, Roberto Cremonini, S. E. Csorna, S. Dagoret-Campagne, C. De Donato, C. De La Taille, C. De Santis, L. del Peral, M. Di Martino, T. Djemil, S.A. Djenas, F. Dulucq, M. Dupieux, I. Duţan, A. Ebersoldt, Toshikazu Ebisuzaki, R. Engel, J. Eser, Ke Fang, Francesco Fenu, Sergio Fernández‐González, J. Fernández-Soriano, S. Ferrarese, D. Finco, Marta Flamini, C. Fornaro, R. Forza, M. Fouka, A. Franceschi, Sebastián Franchini, C. Fuglesang, J. Fujimoto, M. Fukushima, P. Galeotti, Eduardo García‐Ortega, G. K. Garipov, Estíbaliz Gascón, J. Geary, Graciela B. Gelmini, Ján Genči, G. Giraudo, M. Gonchar, C. González Alvarado, P. Gorodetzky, Nunzio Guardone, F. Guarino, Riad Guehaz, A. Guzmán, Y. Hachisu, M. Haiduc, B. Harlov, A. Haungs, W. Hidber, K. Higashide, D. Ikeda, H. Ikeda, N. Inoue, Susumu Inoue, A. Insolia, Francesco Isgrò, Y. Itow, T. Jammer, E. Joven, E. G. Judd, A. Jung, J. Jochum, F. Kajino, Toshitaka Kajino, S. Kalli, Ichiro Kaneko, Donghwa Kang, F. Kanouni, Y. Karadzhov, J. Karczmarczyk, M. Karus, Kazutoshi Katahira, K. Kawai, Y. Kawasaki, Abdelkrim Kedadra, H. Khales, B. A. Khrenov, Jeong-Sook Kim, Soon-Wook Kim, Sug-Whan Kim, M. Kleifges, П. А. Климов, D. Kolev, I. Kreykenbohm, K. Kudela, Y. Kurihara, Alexander Kusenko, E. Kuznetsov, M. Lacombe, C. Lachaud, H. Lahmar, F. Lakhdari, Oscar Larsson, J. Lee, J. Licandro, H. Lim, M. C. Maccarone, Š. Mackovjak, M. Mahdi, М. Манфрин, D. Maravilla, L. Marcelli, J.L. Marcos, A. C. Marini, K. Martens, Y. Martín, O. Martinez, G. Masciantonio, K. Mase, R. Matev, J. N. Matthews, N. Mebarki, Gustavo Medina‐Tanco, L. Mehrad, M. A. Mendoza, Andrés Merino, T. Mernik, José Meseguer, S. Messaoud, Octavian Micu, M. Mignone, J. Mimouni, H. Miyamoto, Y. Miyazaki, Y. Mizumoto, G. Modestino, A. Monaco, D. Monnier-Ragaigne, J. A. Morales de los Ríos, C. Moretto, V. S. Morozenko, B. Mot, T. Murakami, B. Nadji, M. Nagano, M. Nagata, S. Nagataki, T. Nakamura, T. Napolitano, D. Naumov, Rodrigo Nava, A. Neronov, K. Nomoto, T. Nonaka, Tatsuhiko Ogawa, S. Ogio, H. Ohmori, Angela V. Olinto, P. Orleański, G. Osteria, William Painter, M. I. Panasyuk, B. Panico, E. Parizot, I.H. Park, H.W. Park, B. Pastirčák, T. Patzak, T. Paul, C. Pennypacker, Isabel Pérez-Grande, F. Perfetto, Thomas Peter, P. Picozza, T. Pierog, Santiago Pindado, L. W. Piotrowski, S. Piraino, Lorenzo Placidi, Z. Plebaniak, Samuel Pliego, A. Pollini, E.M. Popescu, P. Prat, G. Prévôt, H. Prieto, M. Putiš, Jorge Rabanal-Arabach, A. Radu, M. Rahmani, Patrick J. Reardon, M. Reyes, M. Rezazadeh, M. Ricci, M. D. Rodríguez-Friás, F. Ronga, M. Roth, H. Rothkaehl, G. Roudil, I. Rusinov, M. Rybczyński, M. D. Sabau, G. Sáez-Cano, H. Sagawa, Z. Sahnoune, Akinori Saito, Н. Сакаки, M. Sakata, H. Salazar, J.C. Sanchez, José Luis Sánchez, A. Santangelo, L. Santiago Crúz, Angel Pedro Sanz Andres, M. Sanz Palomino, O. Saprykin, F. Sarazin, H. Sato, Mitsuteru Sato, T. Schanz, H. Schieler, V. Scotti, A. Segreto, S. Selmane, D. Semikoz, M. Serra‐Ricart, S. Sharakin, T. Shibata, Hideyuki Shimizu, K. Shinozaki, T. Shirahama, G. Siemieniec‐Oziȩbło, J. Sledd, K. Słomińska, A. Sobey, I. Stan, T. Sugiyama, D. Supanitsky, M. Suzuki, B. Szabelska, J. Szabelski, Hakim Tahi, Fumiko Tajima, N. Tajima, T. Tajima, Yoshiyuki Takahashi, H. Takami, M. Takeda, Y. Takizawa, M.C. Talai, C. Tenzer, O. Tibolla, Л. Ткачев, H. Tokuno, T. Tomida, N. Tone, S. Toscano, M. Traı̈che, R. Tsenov, Y. Tsunesada, K. Tsuno, T. Tymieniecka, Y. Uchihori, M. Unger, O. Văduvescu, Jose F. Valdés Galicia, P. Vallania, G. Vankova, C. Vigorito, L. Villaseñor, B. Vlček, P. von Ballmoos, Michal Vrábel, S. Wada, J. Watanabe, Shigeto Watanabe, J. W. Watts, M. Weber, R. Weigand Muñoz, A. Weindl, T. Weiler, Tadeusz Wibig, Lawrence Wiencke, M. Wille, J. Wilms, Z. Włodarczyk, T. Yamamoto, Y. Yamamoto, J. Yang, Hajime Yano, I. V. Yashin, Daisuke Yonetoku, S. Yoshida, R. Young, I. S. Zgură, M. Yu. Zotov, A. Zuccaro Marchi
Bibliographic record
VenueNuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 2017
Typearticle
Languageen
FieldPhysics and Astronomy
TopicAstrophysics and Cosmic Phenomena
Canadian institutionsnot available
FundersRIKENCanadian Space AgencyHelmholtz Alliance for Astroparticle PhysicsVedecká Grantová Agentúra MŠVVaŠ SR a SAVMinisterio de Ciencia e InnovaciónJapan Society for the Promotion of ScienceRussian Foundation for Basic ResearchStrongComunidad de MadridMinistero degli Affari Esteri e della Cooperazione InternazionaleCentre National d’Etudes SpatialesUniversidad Nacional Autonoma de HondurasSlovenská Akadémia Vied
KeywordsCosmic rayInternational Space StationSkyTelescopeAir showerAtmosphere (unit)Ultra-high-energy cosmic rayPhysicsNeutrinoAltitude (triangle)TraverseRemote sensingEnvironmental scienceMeteorologyAstronomyGeographyGeodesy
Abstract
No abstract in any covered source. Its absence is recorded, not treated as a negative.
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
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.
metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.029
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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.
Opus teacher head0.120
GPT teacher head0.410
Teacher spread0.290 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
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
Citations25
Published2017
Admission routes1
Has abstractno