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Likelihood tables for arXiv:2007.16129
A. Acharyya, R. Adam, C. B. Adams, I. Agudo, Alejandra Aguirre-Santaella, R. Alfaro, J. Alfaro, Cyril Martin Alispach, Roberto Aloisio, Rafael Alves Batista, L. Amati, G. Ambrosi, E. O. Angüner, L. A. Antonelli, C. Aramo, Anabella Araudo, T. P. Armstrong, F. Arqueros, Katsuaki Asano, Y. Ascasíbar, M. C. B. Ashley, Csaba Balázs, O. Ballester, V. Barbosa Martins, Maxim V. Barkov, U. Barres de Almeida, J. A. Barrio, D. Bastieri, J. Becerra, Geoff Beck, J. Becker Tjus, W. Benbow, María Benito, D. Berge, E. Bernardini, K. Bernlöhr, A. Berti, B. Bertucci, Vasyl Beshley, B. Biasuzzi, A. Biland, E. Bissaldi, J. Biteau, O. Blanch, Jiří Blažek, F. Bocchino, C. Boisson, Luan Bonneau Arbeletche, P. Bordas, Ž. Bošnjak, E. Bottacini, V. Bozhilov, J. Bregeon, A. Brill, Torsten Bringmann, A. M. Brown, P. Brun, F. Brun, P. Bruno, A. Bulgarelli, Michael Burton, A. Burtovoi, Mario Buscemi, R. A. Cameron, M. Capasso, Anderson Caproni, R. Capuzzo‐Dolcetta, P. A. Caraveo, R. Carosi, A. Carosi, S. Casanova, E. Cascone, Fernando Catalani, D. Cauz, M. Cerruti, P. M. Chadwick, S. Chaty, A. Chen, M. Chernyakova, G. Chiaro, A. Chiavassa, M. Chikawa, J. Chudoba, Murat Çolak, Vito Conforti, R. Coniglione, F. Conte, J. L. Contreras, Javier Coronado-Blázquez, Alessandro Costa, H. Costantini, Garret Cotter, Pierre Cristofari, A. D’Aì, F. D’Ammando, L. A. Damone, M. K. Daniel, F. Dazzi, A. De Angelis, Vincenzo De Caprio, R. C. dos Anjos, E. M. de Gouveia Dal Pino, B. De Lotto, D. de Martino, E. de Oña Wilhelmi, A.G. Delgado Giler, Domenico Della Volpe, Davide Depaoli, Tristano Di Girolamo, F. Di Pierro, L. Di Venere, Sebastian Diebold, A. Dmytriiev, A. Domínguez, Alice Donini, M. Doro, Jan Ebr, Christopher Eckner, T. Edwards, Theodore Rodrigue Njoh Ekoume, Dominik Elsässer, Carmelo Evoli, D. Falceta-Gonçalves, E. Fedorova, S. Fegan, Q. Feng, G. Ferrand, G. Ferrara, E. Fiandrini, A. Fiaßon, M. D. Filipović, V. Fioretti, Michele Fiori, L. Foffano, G. Fontaine, Ottavio Fornieri, Francisco J. Franco, S. Fukami, Y. Fukui, Daniele Gaggero, Gaspar Galaz, V. Gammaldi, E. García, M. Garczarczyk, D. Gascón, A. Gent, A. Ghalumyan, F. Gianotti, M. Giarrusso, G. Giavitto, N. Giglietto, F. Giordano, A. Giuliani, J. F. Glicenstein, R. Gnatyk, P. Goldoni, M. M. González, Konstantinos N. Gourgouliatos, Jonathan Granot, Dario Grasso, J. Green, A. A. Grillo, O. Gueta, S. Gunji, A. Halim, T. Hassan, M. Heller, Nagisa Hiroshima, B. Hnatyk, W. Hofmann, J. Holder, D. Horan, J. Hörandel, Pavel Horváth, T. Hovatta, Miroslav Hrabovský, D. Hrupec, G. Hughes, T. B. Humensky, Moritz Hütten, M. Iarlori, Tomohiro Inada, Susumu Inoue, Fabio Iocco, M. Iori, M. Jamrozy, Petr Janeček, W. Jin, Léa Jouvin, Jakub Jurýšek, Ekaterina Karukes, K. Katarzyński, D. Kazanas, D. Kerszberg, M. Kherlakian, R. Kissmann, J. Knödlseder, Yukiho Kobayashi, Kazunori Kohri, Nu. Komin, H. Kubo, J. Kushida, G. Lamanna, J. Lapington, Philippe Laporte, M. A. Leigui de Oliveira, J.-P. Lenain, F. Leone, G. Leto, Erno Lindfors, T. Lohse, S. Lombardi, F. Longo, A. Lopez, Marcos López, R. López-Coto, S. Loporchio, Pedro L. Luque‐Escamilla, E. Mach, C. Maggio, G. Maier, M. Mallamaci, R. Malta Nunes de Almeida, Dušan Mandát, M. Manganaro, S. Mangano, G. Manicò, Marcin Marculewicz, M. Mariotti, S. Markoff, Patricia Márquez, J. Martı́, O. Martı́nez, M. Martı́nez, G. Martı́nez, H. Martínez-Huerta, G. Maurin, D. Mazin, J.D. Mbarubucyeye, D. Medina Miranda, Mervin Meyer, M. Miceli, Tjark Miener, M. Minev, J. M. Miranda, R. Mirzoyan, Tsunefumi Mizuno, B. A. W. Mode, R. Moderski, L. Mohrmann, E. Molina, T. Montaruli, A. Moralejo, Daniel Morcuende, A. Morselli, R. Mukherjee, C. G. Mundell, A. Nagai, Takeshi Nakamori, Rodrigo Nemmen, J. Niemiec, D. Nieto, M. Nikołajuk, D. Ninci, K. Noda, Dalibor Nosek, S. Nozaki, Y. Ohira, M. Ohishi, Yoshiki Ohtani, Tomohiko Oka, A. Okumura, R. A. Ong, M. Orienti, R. Orito, M. Orlandini, S. Orlando, M. Ostrowski, R. Mirzoyan, I. Pagano, A. Pagliaro, M. Palatiello, J. M. Paredes, Giovanni Pareschi, N. Parmiggiani, B. Patricelli, Lovro Pavletić, Asaf Pe’er, Mario Pecimotika, Judit Pérez-Romero, M. Persic, O. Petruk, K. Pfrang, G. Piano, P. Piatteli, E. Pietropaolo, R. Pillera, B. Pilszyk, Fabio Pintore, M. Pohl, V. Poireau, R. R. Prado, E. Prandini, Julie Prast, G. Principe, H. Prokoph, M. Prouza, Henry Przybilski, G. Pühlhofer, M.L. Pumo, F. Queiroz, A. Quirrenbach, S. Rainò, R. Rando, S. Razzaque, Sarah Recchia, O. Reimer, Andreas Reisenegger, Yves Rénier, W. Rhode, D. Ribeiro, M. Ribó, T. Richtler, J. Rico, Frank Rieger, Lucia Rinchiuso, V. Rizi, J. Rodríguez, Gonzalo Rodriguez Fernandez, J.C. Rodriguez Ramirez, G. Rojas, P. Romano, G. Romeo, J. Rosado, Gavin Rowell, B. Rudak, F. Russo, I. Sadeh, E. Sæther Hatlen, Samar Safí-Harb, G. Salina, D. A. Sánchez, M. Sánchez‐Conde, Pierluca Sangiorgi, Hidetoshi Sano, M. Santander, Edivaldo Moura Santos, R. Santos-Lima, A. Sanuy, S. Sarkar, Francesco Gabriele Saturni, U. Sawangwit, F. Schüßler, U. Schwanke, Eva Sciacca, Salvatore Scuderi, M. Seglar-Arroyo, O. Sergijenko, M. Servillat, Karol Seweryn, A. Shalchi, P. Sharma, R.C. Shellard, H. Siejkowski, Joseph Silk, Clarissa Siqueira, Vitalii Sliusar, A. Słowikowska, Anastasia Sokolenko, H. Sol, S. Spencer, A. Stamerra, S. Stanič, R. Starling, Th. Stolarczyk, U. Straumann, Jelena Strišković, Y. Suda, Tiina Suomijärvi, P. Świerk, F. Tavecchio, L. Taylor, Luis Tejedor, M. Teshima, V. Testa, L. Tibaldo, Carlos J. Todero Peixoto, F. Tokanai, D. Tonev, G. Tosti, Luca Tosti, N. F. H. Tothill, Stefano Truzzi, P. Trávnı́ček, V. Vagelli, B. Vallage, P. Vallania, C. van Eldik, J. Vandenbroucke, Garry Varner, V. Vassiliev, M. Vázquez Acosta, M. Vecchi, Sofia Ventura, S. Vercellone, S. D. Vergani, G. Verna, A. Viana, C. Vigorito, Jacco Vink, V. Vitale, S. Vorobiov, Ievgen Vovk, Thomas Vuillaume, S. J. Wagner, R. Walter, Jason Watson, Christoph Weniger, R. White, M. J. White, R. Wiemann, A. Wierzcholska, Martin Will, D. A. Williams, R. Wischnewski, S. Yanagita, Lili Yang, T. Yoshikoshi, M. Zacharias, E G.Zaharijas, A.A. Zakaria, L. Zampieri, R. Zanin, Darko Zarić, Marko Zavrtanik, D. Zavrtanik, A. A. Zdziarski, A. Zech, H.-S. Zechlin, L. Zehrer, Miha Živec
Bibliographic record
VenuearXiv (Cornell University) · 2020
Typepreprint
Languageen
FieldPhysics and Astronomy
TopicDark Matter and Cosmic Phenomena
Canadian institutionsnot available
FundersInstitut National de Physique Nucléaire et de Physique des ParticulesAgencia Estatal de InvestigaciónStaatssekretariat für Bildung, Forschung und InnovationArgonne National LaboratoryComisión Nacional de Investigación Científica y TecnológicaJapan Society for the Promotion of ScienceDeutsches Elektronen-SynchrotronCanadian Space AgencyAgencia Nacional de Investigación y DesarrolloIstituto Nazionale di Fisica NucleareMinistério da Ciência, Tecnologia, Inovações e ComunicaçõesJunta de AndalucíaMinisterstvo Školství, Mládeže a TělovýchovyUniversidad de JaénRegione LombardiaState Committee of ScienceMinisterio de Ciencia e InnovaciónUniversitetet i OsloMax-Planck-GesellschaftCentre National de la Recherche ScientifiqueU.S. Department of EnergyFundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de JaneiroMinistero dell’Istruzione, dell’Università e della RicercaMinistère de l'Education Nationale, de l'Enseignement Superieur et de la RechercheHrvatska Zaklada za ZnanostConselho Nacional de Desenvolvimento Científico e TecnológicoLeverhulme TrustEuropean CommissionFundação de Amparo à Pesquisa do Estado de São PauloNational Research FoundationJavna Agencija za Raziskovalno Dejavnost RSScience and Technology Facilities CouncilSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungUniversity of New South WalesBundesministerium für Bildung, Wissenschaft und ForschungNederlandse Organisatie voor Wetenschappelijk OnderzoekNatural Sciences and Engineering Research Council of CanadaWestern Sydney UniversityBundesministerium für Bildung und ForschungMinistry of Education, Culture, Sports, Science and TechnologyRoyal Swedish Academy of SciencesSveučilište Josipa Jurja Strossmayera u OsijekuIowa State UniversityUniversity of OxfordInstituto SerrapilheiraIstituto Nazionale di AstrofisicaDurham UniversityVetenskapsrådetFondazione CariploSmithsonian InstitutionBarnard CollegeMonash UniversityAgence Nationale de la RechercheSveučilište u ZagrebuComunidad de MadridGeorgia Institute of TechnologyInstitute for Cosmic Ray Research, University of TokyoUniversity of LeicesterWisconsin Alumni Research FoundationNational Science Foundation
KeywordsCherenkov Telescope ArrayPhysicsCherenkov radiationSensitivity (control systems)Dark matterSIGNAL (programming language)TelescopeAstrophysicsAstronomyOpticsComputer scienceEngineeringDetector
Abstract
These likelihood tables supplement the article arXiv:2007.16129 as to enable the interested audience to obtain a rough estimate of the expected upper limits for DM pair-annihilation in the Galactic centre of the Milky Way as observed by the Cherenkov Telescope Array with respect to their favourite DM model. Further information can be found in Sec. 5.2 of the mentioned publication. There are four files that have been derived with respect to either the full CTA South baseline array layout or the initial construction phase of CTA South. Moreover, we provide these tables with and without the inclusion of systematic uncertainties. The definition of the employed systematic uncertainties can be found in the main publication.
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.
metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.040
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.711
Threshold uncertainty score0.412
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.040 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.006 | 0.007 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.711 | 0.400 |
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 head0.048
GPT teacher head0.183
Teacher spread0.135 · 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.
Study designNot applicable
Domainnot available
GenreDataset
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
Citations8
Published2020
Admission routes1
Has abstractyes