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SND@LHC: the scattering and neutrino detector at the LHC
Giovanni Acampora, C. Ahdida, R. Albanese, C. Albrecht, A. Alexandrov, Marco Andreini, A. Anokhina, Takashi Asada, N. Auberson, C. Baldanza, C. Battilana, A. Bay, F. Bernard, P. Bestmann, C. Betancourt, A. Blanco, M. Bogomilov, D. Bonacorsi, W. Bonivento, P. Bordalo, Alexey Boyarsky, Giovanni Breglio, A. Buonaura, S. Buontempo, V. D. Cafaro, M. Callignon, T. Camporesi, M. Campanelli, V. Canale, Paolino Cassese, A. Castro, D. Centanni, Salvador Godoy, F. Cerutti, N. Charitonidis, M. Chernyavskiy, Ki-Young Choi, Serhii Cholak, V. Cicero, F. Cindolo, M. Climescu, A. P. Conaboy, L. Congedo, O. Crespo, M. Cristinziani, A. Crupano, G. M. Dallavalle, N. D’Ambrosio, P. De Bryas Dexmiers D‘archiac, G. De Lellis, M. de Magistris, A. De Roeck, A. De Rújula, M. De Serio, D. De Simone, L. Dedenko, A. Di Crescenzo, L. Di Giulio, A. Dolmatov, Lea Marie Sophie Dreyfus, O. Durhan, F. Fabbri, D. Fasanella, F. Fedotovs, M. Ferrillo, M. Ferro-Luzzi, F. Fienga, R. A. Fini, A. Fiorillo, P. Fonte, R. Fresa, R. Frei, W. Funk, G. Galati, V. I. Galkin, Francisca Garay Walls, Rubén García Alía, A. Gerbershagen, V. Giordano, A. Golovatiuk, A. Golutvin, М.В. Горшенков, E. Graverini, Jean-Louis Grenard, A. M. Guler, V. Guliaeva, G. Haefeli, Juan Carlos Helo, E. van Herwijnen, P. Iengo, S. Ilieva, Angelo Infantino, Andrea Irace, A. Iuliano, R. Jacobsson, M. Jacquart, C. Kamiscioglu, E. Khalikov, S. H. Kim, Yeong Gyun Kim, M. Komatsu, N. S. Konovalova, S.G. Kovalenko, I. Krasilnikova, S. Kuleshov, H. Lacker, O. Lantwin, F. Lasagni Manghi, A. Lauria, Kyong Sei Lee, Kang Young Lee, N. Leonardo, M.P. Liz Vargas, S. Lo Meo, C. Lemettais, V. P. Loschiavo, L. Lopes, B. Lussi, S. Marcellini, A. Margiotta, A.-M. Magnan, Ronald Maier, M. Maietta, A. Malinin, Vincenzo Romano Marrazzo, Yohan Maurer, A.K. Managadze, Anna Mascellani, Andrea Miano, Oleksii Mikulenko, F. Minelli, A. Montanari, M.C. Montesi, T. Naka, F. L. Navarria, S. Ogawa, N. Okateva, N. Owtscharenko, Maksym Ovchynnikov, B. D. Park, G. Passeggio, A. Pastore, M. Patel, L. Patrizii, A. Perrotta, A. Petrov, Д. Подгрудков, A. Polini, N. Polukhina, Andrea Prota, Farinaldo S. Queiroz, A. Quercia, S. Ramos, F. Ratnikov, A. Reghunath, Michele Riccio, A.B. Rodrigues Cavalcante, T. Roganova, T. Rovelli, Oleg Ruchayskiy, T. Ruf, M. Sabaté-Gilarte, F. Sánchez Galán, P. Santos Díaz, Malte Schäffner, O. Schneider, G. Sekhniaidze, N. Serra, T. Shchedrina, L. Shchutska, V. Shevchenko, H. Shibuya, S. Shirobokov, E. Shmanin, S. Simone, Gian Piero Siroli, L. Sito, G. Sirri, J. Schmidt, G. Soares, J. Y. Sohn, Orlando Javier Soto Sandoval, M. Spurio, Н. И. Старков, Jean‐Loup Tastet, Inar Timiryasov, V. Tioukov, N. Tosi, C. Trippl, P. A. Ulloa Poblete, E. Ursov, A. Ustyuzhanin, G. Vankova-Kirilova, C. Vendeuvre, C. Visone, A. Vollhardt, R. Wanke, C.S. Yoon, J. A. Zamora Saa, E. Zaffaroni, H.j. Zick
Bibliographic record
VenueJournal of Instrumentation · 2024
Typearticle
Languageen
FieldPhysics and Astronomy
TopicParticle physics theoretical and experimental studies
Canadian institutionsInstitute of Particle Physics
FundersNederlandse Organisatie voor Wetenschappelijk OnderzoekInstitut Català de Nanociència i NanotecnologiaAgencia Nacional de Investigación y DesarrolloCompagnia di San Paolo
KeywordsPhysicsLarge Hadron ColliderNeutrinoDetectorNuclear physicsCalorimeter (particle physics)Particle physicsMuonInteraction pointOptics
Abstract
OpenAlex records an abstract for this work, but it could not be fetched just now.
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)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.031
Threshold uncertainty score0.104
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.031 | 0.013 |
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 head0.010
GPT teacher head0.266
Teacher spread0.256 · 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 designBench or experimental
Domainnot available
GenreMethods
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
Citations43
Published2024
Admission routes1
Has abstractyes