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Study of the underlying event at forward rapidity in pp collisions at root s=0.9, 2.76, and 7 TeV
Y. Tu, A. Tumasyan, W. Adam, E. Aguiló, M. Dragicevic, Ero, J, V. M. Ghete, M. Jeitler, Knunz, M. Krammer, D. Liko, I. Mikulec, C. Rohringer, W. Waltenberger, Wulz, CE, S. Alderweireldt, M. Bansal, S. Bansal, T. Cornelis, X. Janssen, L. Mucibello, B. Roland, Hans Van Haevermaet, P. Van Mechelen, N. Van Remortel, F. Blekman, J. D’Hondt, A. Kalogeropoulos, M. Maes, S. Tavernier, Petra Van Mulders, GP Van Onsem, B. Clerbaux, G. De Lentdecker, Dero, Hreus, T, A. Léonard, T. Reis, Laurent Thomas, C. Vander Velde, P. Vanlaer, J Wang, A. Cimmino, Benjamin Klein, Lellouch, J, D. Ryckbosch, Sigamani, M, N. Strobbe, Thyssen, F, E. Yazgan, G. Bruno, C. Delaere, Tristan Du Pree, Favart, D, A. Giammanco, Pin, A, K. Piotrzkowski, M. Selvaggi, T. Caebergs, E. Daubie, G. A. Alves, T. Martins, Souza, MHG, Carvalho, W, J. A. Chinellato, E. M. Da Costa, Malbouisson, H, L. Mundim, H. Nogima, A. Santoro, C. A. Bernardes, E. M. Gregores, F. Marinho, S. F. Novaes, Sandra S. Padula, P. Iaydjiev, G. Sultanov, A. Dimitrov, R. Hadjiiska, L. Litov, B. Pavlov, Bian, JG, Guo-Ming Chen, Chongyun Jiang, D. Liang, X. Wang, Z Wang, H. Xiao, M. Xu, J. Zang, Zang, J, C. Asawatangtrakuldee, Y. Ban, Yicheng Guo, W. Li, S. Liu, Y. Mao, H. Teng, D. Wang, Le Zhang, Wei Zou, C. Ávila, N. Godinović, Damir Lelas, D. Polic, Knutsson, A, S Dune, D. Mekterović, A. Attikis, J. Mousa, F. Ptochos, S. Elgammal, Mahmoud, MA, Awad, AMK, M. Raidal, P. Eerola, G. Fedi, Kinnunen, R, Lampen, T, T. Lindén, Linden, T, Luukka, P, T. Peltola, Tuominiemi, J, Tuovinen, E, L. Wendland, M. Besançon, S. Choudhury, F. Couderc, M. Déjardin, J. Fauré, F. Ferri, Serguei Ganjour, Pierre Gras, A. Rosowsky, M. Titov, F. Beaudette, Benhabib, L, Lorenzo Bianchini, Bluj, M, P. Busson, T. Dahms, L. Dobrzyński, Alice Florent, RG de Cassagnac, Nguyen, M, C. Ochando, Pascal Paganini, Y. Sirois, Christian Veelken, A. Zabi, D. Blöch, Chabert, EC, C. Collard, U. Goerlach, P. Van Hove, S. Beauceron, Olivier Bondu, G. Boudoul, Roberto Chierici, D. Contardo, P. Depasse, J. Fay, S. Gascon, M. Gouzevitch, Perries, S, Tsamalaidze, Z, Enderle, H, Calpas, B, L. Feld, N. Heracleous, O. Hindrichs, D. Klein, S. Schael, H. A. Weber, M. Ata, Dietz-Laursonn, E, M. Erdmann, Robert Fischer, T. Hebbeker, C. Heidemann, K. Höepfner, Kreuzer, P, A. Meyer, Klaas Padeken, Pieta, H, H. Reithler, J. Steggemann, D. Teyssier, M. Weber, W. Haj Ahmad, T. Kress, A. Nowack, O. Pooth, A. Stahl, L. M. Garcia Martin, N. Bartosik, J. K. Behr, A. Bethani, A. Çakır, L. Calligaris, Alan Campbell, Enrique Rodriguez Castro, F. Costanza, Pardos, CD, D. Eckstein, A. Geiser, Habib, S, H. Jung, M. Kasemann, C. Kleinwort, E. Kuznetsova, Jessica L. Leonard, W. Lohmann, B. Lutz, R. Mankel, A. Mussgiller, O. Novgorodova, H. Perrey, A. Raspereza, P. M. Ribeiro Cipriano, Rosin, M, Jakob Salfeld-Nebgen, Schmidt, R, Alexander Spiridonov, M. Stein, R. Walsh, Christoph Wissing, M. Gosselink, Haller, J, R. Klanner, T. Peiffer, Pietsch, N, D. 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Bibliographic record
VenueAmericanae (AECID Library) · 2013
Typearticle
Languageen
FieldArts and Humanities
TopicHermeneutics and Narrative Identity
Canadian institutionsUniversity of British ColumbiaUniversity of Victoria
Fundersnot available
KeywordsRapidityEvent (particle physics)Root (linguistics)PhysicsNuclear physicsComputer scienceParticle physicsLarge Hadron ColliderPhilosophyAstrophysicsLinguistics
DOInot available
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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.028
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.000 |
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 head0.034
GPT teacher head0.246
Teacher spread0.211 · 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 designObservational
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
Published2013
Admission routes1
Has abstractno