Characterisation and mitigation of beam-induced backgrounds observed in the ATLAS detector during the 2011 proton-proton run
JOURNAL OF INSTRUMENTATION 8 (2013) ARTN P07004
Authors:
G Aad, T Abajyan, B Abbott, J Abdallah, S Abdel Khalek, AA Abdelalim, O Abdinov, R Aben, B Abi, M Abolins, OS AbouZeid, H Abramowicz, H Abreu, BS Acharya, L Adamczyk, DL Adams, TN Addy, J Adelman, S Adomeit, P Adragna, T Adye, S Aefsky, JA Aguilar-Saavedra, M Agustoni, M Aharrouche, SP Ahlen, F Ahles, A Ahmad, M Ahsan, G Aielli, T Akdogan, TPA Akesson, G Akimoto, AV Akimov, MS Alam, MA Alam, J Albert, S Albrand, M Aleksa, IN Aleksandrov, F Alessandria, C Alexa, G Alexander, G Alexandre, T Alexopoulos, M Alhroob, M Aliev, G Alimonti, J Alison, BMM Allbrooke, PP Allport, SE Allwood-Spiers, J Almond, A Aloisio, R Alon, A Alonso, F Alonso, A Altheimer, B Alvarez Gonzalez, MG Alviggi, K Amako, C Amelung, VV Ammosov, SP Amor Dos Santos, A Amorim, N Amram, C Anastopoulos, LS Ancu, N Andari, T Andeen, CF Anders, G Anders, KJ Anderson, A Andreazza, V Andrei, M-L Andrieux, XS Anduaga, S Angelidakis, P Anger, A Angerami, F Anghinolfi, A Anisenkov, N Anjos, A Annovi, A Antonaki, M Antonelli, A Antonov, J Antos, F Anulli, M Aoki, S Aoun, L Aperio Bella, R Apolle, G Arabidze, I Aracena, Y Arai, ATH Arce, S Arfaoui, J-F Arguin, S Argyropoulos, E Arik, M Arik, AJ Armbruster, O Arnaez, V Arnal, C Arnault, A Artamonov, G Artoni, D Arutinov, S Asai, S Ask, B Asman, L Asquith, K Assamagan, A Astbury, M Atkinson, B Aubert, E Auge, K Augsten, M Aurousseau, G Avolio, R Avramidou, D Axen, G Azuelos, Y Azuma, MA Baak, G Baccaglioni, C Bacci, AM Bach, H Bachacou, K Bachas, M Backes, M Backhaus, J Backus Mayes, E Badescu, P Bagnaia, S Bahinipati, Y Bai, DC Bailey, T Bain, JT Baines, OK Baker, MD Baker, S Baker, P Balek, E Banas, P Banerjee, Sw Banerjee, D Banfi, A Bangert, V Bansal, HS Bansil, L Barak, SP Baranov, A Barbaro Galtieri, T Barber, EL Barberio, D Barberis, M Barbero, DY Bardin, T Barillari, M Barisonzi, T Barklow, N Barlow, BM Barnett, RM Barnett, A Baroncelli, G Barone, AJ Barr, F Barreiro, J Barreiro Guimaraes da Costa, P Barrillon, R Bartoldus, AE Barton, V Bartsch, A Basye, RL Bates, L Batkova, JR Batley, A Battaglia, M Battistin, F Bauer, HS Bawa, S Beale, T Beau, PH Beauchemin, R Beccherle, P Bechtle, HP Beck, K Becker, S Becker, M Beckingham, KH Becks, AJ Beddall, A Beddall, S Bedikian, VA Bednyakov, CP Bee, LJ Beemster, M Begel, S Behar Harpaz, PK Behera, M Beimforde, C Belanger-Champagne, PJ Bell, WH Bell, G Bella, L Bellagamba, M Bellomo, A Belloni, O Beloborodova, K Belotskiy, O Beltramello, O Benary, D Benchekroun, K Bendtz, N Benekos, Y Benhammou, E Benhar Noccioli, JA Benitez Garcia, DP Benjamin, M Benoit, JR Bensinger, K Benslama, S Bentvelsen, D Berge, E Bergeaas Kuutmann, N Berger, F Berghaus, E Berglund, J Beringer, P Bernat, R Bernhard, C Bernius, T Berry, C Bertella, A Bertin, F Bertolucci, MI Besana, GJ Besjes, N Besson, S Bethke, W Bhimji, RM Bianchi, L Bianchini, M Bianco, O Biebel, SP Bieniek, K Bierwagen, J Biesiada, M Biglietti, H Bilokon, M Bindi, S Binet, A Bingul, C Bini, C Biscarat, B Bittner, KM Black, RE Blair, J-B Blanchard, G Blanchot, T Blazek, I Bloch, C Blocker, J Blocki, A Blondel, W Blum, U Blumenschein, GJ Bobbink, VS Bobrovnikov, SS Bocchetta, A Bocci, CR Boddy, M Boehler, J Boek, TT Boek, N Boelaert, JA Bogaerts, A Bogdanchikov, A Bogouch, C Bohm, J Bohm, V Boisvert, T Bold, V Boldea, NM Bolnet, M Bomben, M Bona, M Boonekamp, S Bordoni, C Borer, A Borisov, G Borissov, I Borjanovic, M Borri, S Borroni, J Bortfeldt, V Bortolotto, K Bos, D Boscherini, M Bosman, H Boterenbrood, J Bouchami, J Boudreau, EV Bouhova-Thacker, D Boumediene, C Bourdarios, N Bousson, A Boveia, J Boyd, IR Boyko, I Bozovic-Jelisavcic, J Bracinik, P Branchini, A Brandt, G Brandt, O Brandt, U Bratzler, B Brau, JE Brau, HM Braun, SF Brazzale, B Brelier, J Bremer, K Brendlinger, R Brenner, S Bressler, D Britton, FM Brochu, I Brock, R Brock, F Broggi, C Bromberg, J Bronner, G Brooijmans, T Brooks, WK Brooks, G Brown, H Brown, R Bruce, PA Bruckman de Renstrom, D Bruncko, R Bruneliere, S Brunet, A Bruni, G Bruni, M Bruschi, T Buanes, Q Buat, F Bucci, J Buchanan, P Buchholz, RM Buckingham, AG Buckley, SI Buda, IA Budagov, B Budick, V Buescher, L Bugge, O Bulekov, AC Bundock, M Bunse, T Buran, H Burckhart, S Burdin, T Burgess, S Burke, E Busato, P Bussey, CP Buszello, B Butler, JM Butler, CM Buttar, JM Butterworth, W Buttinger, M Byszewski, S Cabrera Urban, D Caforio, O Cakir, P Calafiura, G Calderini, P Calfayan, R Calkins, LP Caloba, R Caloi, D Calvet, S Calvet, R Camacho Toro, P Camarri, D Cameron, LM Caminada, R Caminal Armadans, S Campana, M Campanelli, V Canale, F Canelli, A Canepaa, J Cantero, R Cantrill, L Capasso, MDM Capeans Garrido, I Caprini, M Caprini, D Capriotti, M Capua, R Caputo, R Cardarelli, T Carli, G Carlino, L Carminati, B Caron, S Caron, E Carquin, GD Carrillo-Montoya, AA Carter, JR Carter, J Carvalho, D Casadei, MP Casado, M Cascella, C Caso, AM Castaneda Hernandez, E Castaneda-Miranda, V Castillo Gimenez, NF Castro, G Cataldi, P Catastini, A Catinaccio, JR Catmore, A Cattai, G Cattani, S Caughron, V Cavaliere, P Cavalleri, D Cavalli, M Cavalli-Sforza, V Cavasinni, F Ceradini, AS Cerqueira, A Cerri, L Cerrito, F Cerutti, SA Cetin, A Chafaq, D Chakraborty, I Chalupkova, K Chan, P Chang, B Chapleau, JD Chapman, JW Chapman, E Chareyre, DG Charlton, V Chavda, CA Chavez Barajas, S Cheatham, S Chekanov, SV Chekulaev, GA Chelkov, MA Chelstowska, C Chen, H Chen, S Chen, X Chen, Y Chen, Y Cheng, A Cheplakov, R Cherkaoui El Moursli, V Chernyatin, E Cheu, SL Cheung, L Chevalier, G Chiefari, L Chikovani, JT Childers, A Chilingarov, G Chiodini, AS Chisholm, RT Chislett, A Chitan, MV Chizhov, G Choudalakis, S Chouridou, IA Christidi, A Christov, D Chromek-Burckhart, ML Chu, J Chudoba, G Ciapetti, AK Ciftci, R Ciftci, D Cinca, V Cindro, C Ciocca, A Ciocio, M Cirilli, P Cirkovic, ZH Citron, M Citterio, M Ciubancan, A Clark, PJ Clark, RN Clarke, W Cleland, JC Clemens, B Clement, C Clement, Y Coadou, M Cobal, A Coccaro, J Cochran, L Coffey, JG Cogan, J Coggeshall, E Cogneras, J Colas, S Cole, AP Colijn, NJ Collins, C Collins-Tooth, J Collot, T Colombo, G Colon, G Compostella, P Conde Muino, E Coniavitis, MC Conidi, SM Consonni, V Consorti, S Constantinescu, C Conta, G Conti, F Conventi, M Cooke, BD Cooper, AM Cooper-Sarkar, K Copic, T Cornelissen, M Corradia, F Corriveau, A Cortes-Gonzalez, G Cortiana, G Costa, MJ Costa, D Costanzo, D Cote, L Courneyea, G Cowan, C Cowden, BE Cox, K Cranmer, F Crescioli, M Cristinziani, G Crosetti, S Crepe-Renaudin, C-M Cuciuc, C Cuenca Almenar, T Cuhadar Donszelmann, J Cummings, M Curatolo, CJ Curtis, C Cuthbert, P Cwetanski, H Czirr, P Czodrowski, Z Czyczula, S D'Auria, M D'Onofrio, A D'Orazio, MJ Da Cunha Sargedas De Sousa, C Da Via, W Dabrowski, A Dafinca, T Dai, C Dallapiccola, M Dam, M Dameri, DS Damiani, HO Danielsson, V Dao, G Darbo, GL Darlea, JA Dassoulas, W Davey, T Davidek, N Davidson, R Davidson, E Davies, M Davies, O Davignon, AR Davison, Y Davygora, E Dawe, I Dawson, RK Daya-Ishmukhametova, K De, R de Asmundis, S De Castro, S De Cecco, J De Graat, N De Groot, P De Jong, C De La Taille, H De la Torre, F De Lorenzi, L de Mora, L De Nooij, D De Pedis, A De Salvo, U De Sanctis, A De Santo, JB De Vivie De Regie, G De Zorzi, WJ Dearnaley, R Debbe, C Debenedetti, B Dechenaux, DV Dedovich, J Degenhardt, J Del Peso, T Del Prete, T Delemontex, M Deliyergiyev, A Dell'Acqua, L Dell'Asta, M Della Pietra, D della Volpe, M Delmastro, PA Delsart, C Deluca, S Demers, M Demichev, B Demirkoz, SP Denisov, D Derendarz, JE Derkaoui, F Derue, P Dervan, K Desch, E Devetak, PO Deviveiros, A Dewhurst, B DeWilde, S Dhaliwal, R Dhullipudi, A Di Ciaccio, L Di Ciaccio, C Di Donato, A Di Girolamo, B Di Girolamo, S Di Luise, A Di Mattia, B Di Micco, R Di Nardo, A Di Simone, R Di Sipio, MA Diaz, EB Diehl, J Dietrich, TA Dietzsch, S Diglio, K Dindar Yagci, J Dingfelder, F Dinut, C Dionisi, P Dita, S Dita, F Dittus, F Djama, T Djobava, MAB do Vale, A Do Valle Wemans, TKO Doan, M Dobbs, D Dobos, E Dobson, J Dodd, C Doglioni, T Doherty, Y Doi, J Dolejsi, I Dolenc, Z Dolezal, BA Dolgoshein, T Dohmae, M Donadelli, J Donini, J Dopke, A Doria, A Dos Anjos, A Dotti, MT Dova, AD Doxiadis, AT Doyle, N Dressnandt, M Dris, J Dubbert, S Dube, E Duchovni, G Duckeck, D Duda, A Dudarev, F Dudziak, M Duehrssen, IP Duerdoth, L Duflot, M-A Dufour, L Duguid, M Dunford, H Duran Yildiz, R Duxfield, M Dwuznik, F Dydak, M Dueren, WL Ebenstein, J Ebke, S Eckweiler, K Edmonds, W Edson, CA Edwards, NC Edwards, W Ehrenfeld, T Eifert, G Eigen, K Einsweiler, E Eisenhandler, T Ekelof, M El Kacimic, M Ellert, S Elles, F Ellinghaus, K Ellis, N Ellis, J Elmsheuser, M Elsing, D Emeliyanov, R Engelmann, A Engl, B Epp, J Erdmann, A Ereditato, D Erikssona, J Ernst, M Ernst, J Ernwein, D Errede, S Errede, E Ertel, M Escalier, H Esch, C Escobar, X Espinal Curull, B Esposito, F Etienne, AI Etienvre, E Etzion, D Evangelakou, H Evans, L Fabbri, C Fabre, RM Fakhrutdinov, S Falciano, Y Fang, M Fanti, A Farbin, A Farilla, J Farley, T Farooque, S Farrell, SM Farrington, P Farthouat, F Fassi, P Fassnacht, D Fassouliotis, B Fatholahzadeh, A Favareto, L Fayard, S Fazio, R Febbraro, P Federic, OL Fedin, W Fedorko, M Fehling-Kaschek, L Feligioni, C Fengd, EJ Feng, AB Fenyuk, J Ferencei, W Fernando, S Ferrag, J Ferrando, V Ferrara, A Ferrari, P Ferrari, R Ferrari, DE Ferreira de Lima, A Ferrer, D Ferrere, C Ferretti, A Ferretto Parodi, M Fiascaris, F Fiedler, A Filipcic, F Filthaut, M Fincke-Keeler, MCN Fiolhais, L Fiorini, A Firan, G Fischer, MJ Fisher, M Flechl, I Fleck, J Fleckner, P Fleischmann, S Fleischmann, T Flick, A Floderus, LR Flores Castillo, MJ Flowerdew, T Fonseca Martin, A Formica, A Forti, D Fortin, D Fournier, AJ Fowler, H Fox, P Francavilla, M Franchini, S Franchino, D Francis, T Frank, M Franklin, S Franz, M Fraternali, S Fratina, ST French, C Friedrich, F Friedrich, R Froeschl, D Froidevaux, JA Frost, C Fukunaga, E Fullana Torregrosa, BG Fulsom, J Fuster, C Gabaldon, O Gabizon, T Gadfort, S Gadomski, G Gagliardi, P Gagnon, C Galea, B Galhardo, EJ Gallas, V Gallo, BJ Gallop, P Gallus, KK Gan, YS Gao, A Gaponenko, F Garberson, M Garcia-Sciveres, C Garcia, JE Garcia Navarro, RW Gardner, N Garelli, H Garitaonandia, V Garonne, C Gatti, G Gaudio, B Gaur, L Gauthier, P Gauzzi, IL Gavrilenko, C Gay, G Gaycken, EN Gazis, P Ge, Z Gecse, CNP Gee, DAA Geerts, Ch Geich-Gimbel, K Gellerstedt, C Gemme, A Gemmell, MH Genest, S Gentile, M George, S George, P Gerlach, A Gershon, C Geweniger, H Ghazlane, N Ghodbane, B Giacobbe, S Giagu, V Giakoumopoulou, V Giangiobbe, F Gianotti, B Gibbard, A Gibson, SM Gibson, M Gilchriese, D Gillberg, AR Gillman, DM Gingrich, J Ginzburg, N Giokaris, MP Giordanic, R Giordano, FM Giorgi, P Giovannini, PF Giraud, D Giugni, M Giunta, BK Gjelsten, LK Gladilin, C Glasman, J Glatzer, A Glazov, KW Glitza, GL Glonti, JR Goddard, J Godfrey, J Godlewski, M Goebel, T Goepfert, C Goeringer, C Goessling, S Goldfarb, T Golling, A Gomes, LS Gomez Fajardo, R Goncalo, J Goncalves Pinto Firmino Da Costa, L Gonella, S Gonzalez de la Hoz, G Gonzalez Parra, ML Gonzalez Silva, S Gonzalez-Sevilla, JJ Goodson, L Goossens, PA Gorbounov, HA Gordon, I Gorelov, G Gorfine, B Gorini, E Gorini, A Gorisek, E Gornicki, AT Goshaw, M Gosselink, MI Gostkin, I Gough Eschrich, M Gouighri, D Goujdami, MP Goulette, AG Goussiou, C Goy, S Gozpinar, I Grabowska-Bold, P Grafstroem, K-J Grahn, E Gramstad, F Grancagnolo, S Grancagnolo, V Grassi, V Gratchev, N Grau, HM Gray, JA Gray, E Graziania, OG Grebenyuk, T Greenshaw, ZD Greenwood, K Gregersen, IM Gregor, P Grenier, J Griffiths, N Grigalashvili, AA Grillo, S Grinstein, Ph Gris, YV Grishkevich, J-F Grivaz, E Gross, J Grosse-Knetter, J Groth-Jensen, K Grybel, D Guest, C Guicheney, E Guido, S Guindon, U Gul, J Gunther, B Guo, J Guo, P Gutierrez, N Guttman, O Gutzwiller, C Guyot, C Gwenlan, CB Gwilliam, A Haas, S Haas, C Haber, HK Hadavand, DR Hadley, P Haefner, F Hahn, Z Hajduk, H Hakobyan, D Hall, K Hamacher, P Hamal, K Hamano, M Hamer, A Hamilton, S Hamilton, L Han, K Hanagaki, K Hanawa, M Hance, C Handel, P Hankea, JR Hansen, JB Hansen, JD Hansen, PH Hansen, P Hansson, K Hara, T Harenberg, S Harkusha, D Harper, RD Harrington, OM Harris, J Hartert, F Hartjes, T Haruyama, A Harvey, S Hasegawa, Y Hasegawa, S Hassani, S Haug, M Hauschild, R Hauser, M Havranek, CM Hawkes, RJ Hawkings, AD Hawkins, T Hayakawa, T Hayashi, D Hayden, CP Hays, HS Hayward, SJ Haywood, SJ Head, V Hedberg, L Heelan, S Heim, B Heinemann, S Heisterkamp, L Helary, C Heller, M Heller, S Hellman, D Hellmich, C Helsens, RCW Henderson, M Henke, A Henrichs, AM Henriques Correia, S Henrot-Versille, C Hensel, T Henss, CM Hernandez, Y Hernandez Jimenez, R Herrberg, G Herten, R Hertenberger, L Hervas, GG Hesketh, NP Hessey, E Higon-Rodriguez, JC Hill, KH Hiller, S Hillert, SJ Hillier, I Hinchliffe, E Hines, M Hirose, F Hirsch, D Hirschbuehl, J Hobbs, N Hod, MC Hodgkinson, P Hodgson, A Hoecker, MR Hoeferkamp, J Hoffman, D Hoffmann, M Hohlfeld, M Holder, SO Holmgren, T Holy, JL Holzbauer, TM Hong, L Hooft van Huysduynen, S Horner, J-Y Hostachy, S Hou, A Hoummada, J Howard, J Howarth, I Hristova, J Hrivnac, T Hryn'ova, PJ Hsu, S-C Hsu, D Hu, Z Hubacek, F Hubaut, F Huegging, A Huettmann, TB Huffman, EW Hughes, G Hughes, M Huhtinen, M Hurwitz, N Huseynov, J Huston, J Huth, G Iacobucci, G Iakovidis, M Ibbotson, I Ibragimov, L Iconomidou-Fayard, J Idarraga, P Iengo, O Igonkina, Y Ikegami, M Ikeno, D Iliadis, N Ilic, T Ince, J Inigo-Golfin, P Ioannou, M Iodice, K Iordanidou, V Ippolito, A Irles Quiles, C Isaksson, M Ishino, M Ishitsuka, R Ishmukhametov, C Issever, S Istin, AV Ivashin, W Iwanski, H Iwasaki, JM Izen, V Izzo, B Jackson, JN Jackson, P Jackson, MR Jaekel, V Jain, K Jakobs, S Jakobsen, T Jakoubek, J Jakubek, DO Jamin, DK Jana, E Jansen, H Jansen, J Janssen, A Jantsch, M Janus, RC Jared, G Jarlskog, L Jeanty, I Jen-La Plante, D Jennens, P Jenni, AE Loevschall-Jensen, P Jez, S Jezequel, MK Jha, H Ji, W Ji, J Jia, Y Jiang, M Jimenez Belenguer, S Jin, O Jinnouchi, MD Joergensen, D Joffe, M Johansen, KE Johansson, P Johansson, S Johnert, KA Johns, K Jon-And, G Jones, RWL Jones, TJ Jones, C Joram, PM Jorge, KD Joshi, J Jovicevic, T Jovin, X Ju, CA Jung, RM Jungst, V Juranek, P Jussel, A Juste Rozas, S Kabana, M Kaci, A Kaczmarska, P Kadlecik, M Kado, H Kagan, M Kagan, E Kajomovitz, S Kalinin, LV Kalinovskaya, S Kama, N Kanaya, M Kaneda, S Kaneti, T Kanno, VA Kantserov, J Kanzaki, B Kaplan, A Kapliy, J Kaplon, D Kar, M Karagounis, K Karakostas, M Karnevskiy, V Kartvelishvili, AN Karyukhin, L Kashif, G Kasieczka, RD Kass, A Kastanas, M Kataoka, Y Kataoka, E Katsoufis, J Katzy, V Kaushik, K Kawagoe, T Kawamoto, G Kawamura, MS Kayl, S Kazama, VF Kazanin, MY Kazarinov, R Keeler, PT Keener, R Kehoe, M Keil, GD Kekelidze, JS Keller, M Kenyon, O Kepka, N Kerschen, BP Kersevan, S Kersten, K Kessoku, J Keung, F Khalil-zada, H Khandanyan, A Khanov, D Kharchenko, A Khodinov, A Khomich, TJ Khoo, G Khoriauli, A Khoroshilov, V Khovanskiy, E Khramov, J Khubua, H Kim, SH Kim, N Kimura, O Kind, BT King, M King, RSB King, J Kirk, AE Kiryunin, T Kishimoto, D Kisielewska, T Kitamura, T Kittelmann, K Kiuchi, E Kladiva, M Klein, U Klein, K Kleinknecht, M Klemetti, A Klier, P Klimek, A Klimentov, R Klingenberg, JA Klinger, EB Klinkby, T Klioutchnikova, PF Klok, S Klous, E-E Kluge, T Kluge, P Kluit, S Kluth, E Kneringer, EBFG Knoops, A Knue, BR Ko, T Kobayashi, M Kobel, M Kocian, P Kodys, K Koeneke, AC Koenig, S Koenig, L Koepke, F Koetsveld, P Koevesarki, T Koffas, E Koffeman, LA Kogan, S Kohlmann, F Kohn, Z Kohout, T Kohriki, T Koi, GM Kolachev, H Kolanoski, V Kolesnikov, I Koletsou, J Koll, AA Komar, Y Komori, T Kondo, T Kono, AI Kononov, R Konoplich, N Konstantinidis, R Kopeliansky, S Koperny, K Korcyl, K Kordas, A Korn, A Korol, I Korolkov, EV Korolkova, VA Korotkov, O Kortner, S Kortner, VV Kostyukhin, S Kotov, VM Kotov, A Kotwal, C Kourkoumelis, V Kouskoura, A Koutsman, R Kowalewski, TZ Kowalski, W Kozanecki, AS Kozhin, V Kral, VA Kramarenko, G Kramberger, MW Krasny, A Krasznahorkay, JK Kraus, S Kreiss, F Krejci, J Kretzschmar, N Krieger, P Krieger, K Kroeninger, H Kroha, J Kroll, J Kroseberg, J Krstica, U Kruchonak, H Krueger, T Kruker, N Krumnack, ZV Krumshteyn, MK Kruse, T Kubota, S Kuday, S Kuehn, A Kugel, T Kuhl, D Kuhn, V Kukhtin, Y Kulchitsky, S Kuleshov, C Kummer, M Kuna, J Kunkle, A Kupco, H Kurashige, M Kurata, YA Kurochkin, V Kus, ES Kuwertz, M Kuze, J Kvita, R Kwee, A La Rosa, L La Rotonda, L Labarga, J Labbe, S Lablak, C Lacasta, F Lacava, J Lacey, H Lacker, D Lacour, VR Lacuesta, E Ladygin, R Lafaye, B Laforge, T Lagouri, S Lai, E Laisne, L Lambourne, CL Lampen, W Lampl, E Lancon, U Landgraf, MPJ Landon, VS Lang, C Lange, AJ Lankford, F Lanni, K Lantzsch, A Lanza, S Laplace, C Lapoire, JF Laporte, T Lari, A Larner, M Lassnig, P Laurelli, V Lavorini, W Lavrijsen, P Laycock, O Le Dortz, E Le Guirriec, E Le Menedeu, T LeCompte, F Ledroit-Guillon, H Lee, JSH Lee, SC Lee, L Lee, M Lefebvre, M Legendre, F Legger, C Leggett, M Lehmacher, G Lehmann Miotto, AG Leister, MAL Leite, R Leitner, D Lellouch, B Lemmer, V Lendermann, KJC Leney, T Lenz, G Lenzen, B Lenzi, K Leonhardt, S Leontsinis, F Lepold, C Leroy, J-R Lessard, CG Lester, CM Lester, J Leveque, D Levin, LJ Levinson, A Lewis, GH Lewis, AM Leyko, M Leyton, B Li, H Li, HL Li, S Li, X Li, Z Liang, H Liao, B Liberti, P Lichard, M Lichtnecker, K Lie, W Liebig, C Limbach, A Limosani, M Limper, SC Lin, F Linde, JT Linnemann, E Lipeles, A Lipniacka, TM Liss, D Lissauer, A Lister, AM Litke, C Liu, D Liu, H Liu, JB Liu, L Liu, M Liu, Y Liu, M Livan, SSA Livermore, A Lleres, J Llorente Merino, SL Lloyd, E Lobodzinska, P Loch, WS Lockman, T Loddenkoetter, FK Loebinger, A Loginov, CW Loh, T Lohse, K Lohwasser, M Lokajicek, VP Lombardo, RE Long, L Lopes, D Lopez Mateos, J Lorenz, N Lorenzo Martinez, M Losada, P Loscutoff, F Lo Sterzo, MJ Losty, X Lou, A Lounis, KF Loureiro, J Love, PA Love, AJ Lowe, F Lu, HJ Lubatti, C Luci, A Lucotte, A Ludwig, D Ludwig, I Ludwig, J Ludwig, F Luehring, G Luijckx, W Lukas, L Luminari, E Lund, B Lund-Jensen, B Lundberg, J Lundberg, O Lundberg, J Lundquist, M Lungwitz, D Lynn, E Lytken, H Ma, LL Ma, G Maccarrone, A Macchiolo, B Macek, J Machado Miguens, D Macina, R Mackeprang, RJ Madaras, HJ Maddocks, WF Mader, R Maenner, T Maeno, P Maettig, M Maettig, L Magnoni, E Magradze, K Mahboubi, J Mahlstedt, S Mahmoud, G Mahout, C Maiani, C Maidantchik, A Maio, S Majewski, Y Makida, N Makovec, P Mal, B Malaescu, Pa Malecki, P Malecki, VP Maleev, F Malek, U Mallik, D Malon, C Malone, S Maltezos, V Malyshev, S Malyukov, R Mameghani, J Mamuzic, A Manabe, L Mandelli, I Mandic, R Mandrysch, J Maneira, A Manfredini, L Manhaes de Andrade Filho, JA Manjarres Ramos, A Mann, PM Manning, A Manousakis-Katsikakis, B Mansoulie, A Mapelli, L Mapelli, L March, JF Marchand, F Marchese, G Marchiori, M Marcisovsky, CP Marino, F Marroquim, Z Marshall, FK Martens, LF Marti, S Marti-Garcia, B Martin, B Martin, JP Martin, TA Martin, VJ Martin, B Martin Dit Latour, S Martin-Haugh, M Martinez, V Martinez Outschoorn, AC Martyniuk, M Marx, F Marzano, A Marzin, L Masetti, T Mashimo, R Mashinistov, J Masik, AL Maslennikov, I Massa, G Massaro, N Massol, P Mastrandrea, A Mastroberardino, T Masubuchi, P Matricon, H Matsunaga, T Matsushita, C Mattravers, J Maurer, SJ Maxfield, DA Maximov, A Mayne, R Mazini, M Mazur, L Mazzaferro, M Mazzanti, J Mc Donald, SP Mc Kee, A McCarn, RL McCarthy, TG McCarthy, NA McCubbin, KW McFarlane, JA Mcfayden, G Mchedlidze, T Mclaughlan, SJ McMahon, RA McPherson, A Meade, J Mechnich, M Mechtel, M Medinnis, S Meehan, R Meera-Lebbai, T Meguro, S Mehlhase, A Mehta, K Meier, B Meirose, C Melachrinos, BR Mellado Garcia, F Meloni, L Mendoza Navas, Z Meng, A Mengarelli, S Menke, E Meoni, KM Mercurio, P Mermod, L Merola, C Meroni, FS Merritt, H Merritt, A Messina, J Metcalfe, AS Mete, C Meyer, C Meyer, J-P Meyer, J Meyer, J Meyer, S Michal, L Micu, RP Middleton, S Migas, L Mijovic, G Mikenberg, M Mikestikova, M Mikuz, DW Miller, RJ Miller, WJ Mills, C Mills, A Milov, DA Milstead, D Milstein, AA Minaenko, M Minano Moya, IA Minashvili, AI Mincer, B Mindur, M Mineev, Y Ming, LM Mir, G Mirabelli, J Mitrevski, VA Mitsou, S Mitsui, PS Miyagawa, JU Mjoernmark, T Moa, V Moeller, K Moenig, N Moeser, S Mohapatra, W Mohr, R Moles-Valls, A Molfetas, J Monk, E Monnier, J Montejo Berlingen, F Monticelli, S Monzani, RW Moore, GF Moorhead, C Mora Herrera, A Moraes, N Morange, J Morel, G Morello, D Moreno, M Moreno Llacer, P Morettini, M Morgenstern, M Morii, AK Morley, G Mornacchi, JD Morris, L Morvaj, HG Moser, M Mosidze, J Moss, R Mount, E Mountricha, SV Mouraviev, EJW Moyse, F Mueller, K Mueller, TA Mueller, T Mueller, D Muenstermann, Y Munwes, WJ Murray, I Mussche, E Musto, AG Myagkov, M Myska, O Nackenhorst, J Nadal, K Nagai, R Nagai, K Nagano, A Nagarkar, Y Nagasaka, M Nagel, AM Nairz, Y Nakahama, K Nakamura, T Nakamura, I Nakano, G Nanava, A Napier, R Narayan, M Nash, T Nattermann, T Naumann, G Navarro, HA Neal, P Yu Nechaeva, TJ Neep, A Negri, G Negri, M Negrini, S Nektarijevic, A Nelson, TK Nelson, S Nemecek, P Nemethy, AA Nepomuceno, M Nessi, MS Neubauer, M Neumann, A Neusiedl, RM Neves, P Nevski, FM Newcomer, PR Newman, V Nguyen Thi Hong, RB Nickerson, R Nicolaidou, B Nicquevert, F Niedercorn, J Nielsen, N Nikiforou, A Nikiforov, V Nikolaenko, I Nikolic-Audit, K Nikolics, K Nikolopoulos, H Nilsen, P Nilsson, Y Ninomiya, A Nisati, R Nisius, T Nobe, L Nodulman, M Nomachi, I Nomidis, S Norberg, M Nordberg, PR Norton, J Novakova, M Nozaki, L Nozka, IM Nugent, A-E Nuncio-Quiroz, G Nunes Hanninger, T Nunnemann, E Nurse, BJ O'Brien, DC O'Neil, V O'Shea, LB Oakes, FG Oakham, H Oberlack, J Ocariz, A Ochi, S Oda, S Odaka, J Odier, H Ogren, A Oh, SH Oh, CC Ohm, T Ohshima, W Okamura, H Okawa, Y Okumura, T Okuyama, A Olariua, AG Olchevski, SA Olivares Pino, M Oliveira, D Oliveira Damazio, E Oliver Garcia, D Olivito, A Olszewski, J Olszowska, A Onofre, PUE Onyisi, CJ Oram, MJ Oregli, Y Oren, D Orestano, N Orlando, I Orlov, C Oropeza Barrera, RS Orr, B Osculati, R Ospanov, C Osuna, G Otero y Garzon, JP Ottersbach, M Ouchrif, EA Ouellette, F Ould-Saada, A Ouraou, Q Ouyang, A Ovcharova, M Owen, S Owen, VE Ozcan, N Ozturk, A Pacheco Pages, C Padilla Aranda, S Pagan Griso, E Paganis, C Pahl, F Paige, P Pais, K Pajchel, G Palacino, CP Paleari, S Palestini, D Pallin, A Palma, JD Palmer, YB Pan, E Panagiotopoulou, JG Panduro Vazquez, P Pani, N Panikashvili, S Panitkin, D Pantea, A Papadelis, Th D Papadopoulou, A Paramonov, D Paredes Hernandez, W Park, MA Parker, F Parodi, JA Parsons, U Parzefall, S Pashapour, E Pasqualucci, S Passaggio, A Passeri, F Pastore, Fr Pastore, G Pasztor, S Pataraia, N Patel, JR Pater, S Patricelli, T Pauly, M Pecsy, S Pedraza Lopez, MI Pedraza Morales, SV Peleganchuk, D Pelikan, H Peng, B Penning, A Penson, J Penwell, M Perantoni, K Perez, T Perez Cavalcanti, E Perez Codina, MT Perez Garcia-Estan, V Perez Reale, L Perini, H Pernegger, R Perrino, P Perrodo, VD Peshekhonov, K Peters, BA Petersen, J Petersen, TC Petersen, E Petit, A Petridis, C Petridou, E Petrolo, F Petrucci, D Petschull, M Petteni, R Pezoa, A Phan, PW Phillips, G Piacquadio, A Picazio, E Piccaro, M Piccinini, SM Piec, R Piegaia, DT Pignotti, JE Pilcher, AD Pilkington, J Pina, M Pinamonti, A Pinder, JL Pinfold, B Pinto, C Pizio, M Plamondon, M-A Pleier, E Plotnikova, A Poblaguev, S Poddar, F Podlyski, L Poggioli, D Pohl, M Pohl, G Polesello, A Policicchio, A Polini, J Poll, V Polychronakos, D Pomeroy, K Pommes, L Pontecorvo, BG Pope, GA Popeneciu, DS Popovic, A Poppleton, X Portell Bueso, GE Pospelov, S Pospisil, IN Potrap, CJ Potter, CT Potter, G Poulard, J Poveda, V Pozdnyakov, R Prabhu, P Pralavorio, A Pranko, S Prasad, R Pravahan, S Prell, K Pretzl, D Price, J Price, LE Price, D Prieur, M Primavera, K Prokofiev, F Prokoshin, S Protopopescu, J Proudfoot, X Prudent, M Przybycien, H Przysiezniak, S Psoroulas, E Ptacek, E Pueschel, J Purdham, M Purohit, P Puzo, Y Pylypchenko, J Qian, A Quadt, DR Quarrie, WB Quayle, F Quinonez, M Raas, V Radeka, V Radescu, P Radloff, T Rador, F Ragusa, G Rahal, AM Rahimi, D Rahm, S Rajagopalan, M Rammensee, M Rammes, AS Randle-Conde, K Randrianarivony, F Rauscher, TC Rave, M Raymond, AL Read, DM Rebuzzi, A Redelbach, G Redlinger, R Reece, K Reeves, A Reinsch, I Reisinger, C Rembser, ZL Ren, A Renaud, M Rescigno, S Resconi, B Resende, P Reznicek, R Rezvani, R Richter, E Richter-Was, M Ridel, M Rijpstra, M Rijssenbeek, A Rimoldi, L Rinaldi, RR Rios, I Riu, G Rivoltella, F Rizatdinova, E Rizvi, SH Robertson, A Robichaud-Veronneau, D Robinson, JEM Robinson, A Robson, JG Rocha de Lima, C Roda, D Roda Dos Santos, A Roe, S Roe, O Rohne, S Rolli, A Romaniouk, M Romano, G Romeo, E Romero Adam, N Rompotis, L Roos, E Ros, S Rosati, K Rosbach, A Rose, M Rose, GA Rosenbaum, EI Rosenberg, PL Rosendahl, O Rosenthal, L Rosselet, V Rossetti, E Rossi, LP Rossi, M Rotaru, I Roth, J Rothberg, D Rousseau, CR Royon, A Rozanov, Y Rozen, X Ruan, F Rubbo, I Rubinskiy, N Ruckstuhl, VI Rud, C Rudolph, G Rudolph, F Ruehr, A Ruiz-Martinez, L Rumyantsev, Z Rurikova, NA Rusakovich, A Ruschke, JP Rutherfoord, P Ruzicka, YF Ryabov, M Rybar, G Rybkin, NC Ryder, AF Saavedra, I Sadeh, HF-W Sadrozinski, R Sadykov, F Safai Tehrani, H Sakamoto, G Salamanna, A Salamon, M Saleem, D Salek, D Salihagic, A Salnikov, J Salt, BM Salvachua Ferrando, D Salvatore, F Salvatore, A Salvucci, A Salzburger, D Sampsonidis, BH Samset, A Sanchez, V Sanchez Martinez, H Sandaker, HG Sander, MP Sanders, M Sandhoff, T Sandoval, C Sandoval, R Sandstroem, DPC Sankey, A Sansoni, C Santamarina Rios, C Santoni, R Santonico, H Santos, I Santoyo Castillo, JG Saraiva, T Sarangi, E Sarkisyan-Grinbaum, B Sarrazin, F Sarri, G Sartisohn, O Sasaki, Y Sasaki, N Sasao, I Satsounkevitch, G Sauvage, E Sauvan, JB Sauvan, P Savard, V Savinov, DO Savu, L Sawyer, DH Saxon, J Saxon, C Sbarra, A Sbrizzi, DA Scannicchio, M Scarcella, J Schaarschmidt, P Schacht, D Schaefer, U Schaefer, A Schaelicke, S Schaepe, S Schaetzel, AC Schaffer, D Schaile, RD Schamberger, AG Schamov, V Scharf, VA Schegelsky, D Scheirich, M Schernau, MI Scherzer, C Schiavi, J Schieck, M Schioppa, S Schlenker, E Schmidt, K Schmieden, C Schmitt, S Schmitt, B Schneider, U Schnoor, L Schoeffel, A Schoeningb, ALS Schorlemmer, M Schott, D Schouten, J Schovancova, M Schram, C Schroeder, N Schroerc, MJ Schultens, J Schultes, H-C Schultz-Coulon, H Schulz, M Schumacher, BA Schumm, Ph Schune, C Schwanenberger, A Schwartzman, Ph Schwegler, Ph Schwemling, R Schwienhorst, R Schwierz, J Schwindling, T Schwindt, M Schwoerer, FG Sciacca, G Sciolla, WG Scott, J Searcy, G Sedov, E Sedykh, SC Seidel, A Seiden, F Seifert, JM Seixas, G Sekhniaidze, SJ Sekula, KE Selbach, DM Seliverstov, B Sellden, G Sellers, M Seman, N Semprini-Cesari, C Serfon, L Serin, L Serkin, R Seuster, H Severini, A Sfyrla, E Shabalina, M Shamim, LY Shan, JT Shank, QT Shao, M Shapiro, PB Shatalov, K Shaw, D Sherman, P Sherwood, S Shimizu, M Shimojima, T Shin, M Shiyakova, A Shmeleva, MJ Shochet, D Short, S Shrestha, E Shulga, MA Shupe, P Sicho, A Sidoti, F Siegert, Dj Sijacki, O Silbert, J Silva, Y Silver, D Silverstein, SB Silverstein, V Simak, O Simard, Lj Simic, S Simion, E Simioni, B Simmons, R Simoniello, M Simonyan, P Sinervo, NB Sinev, V Sipica, G Siragusa, A Sircar, AN Sisakyan, S Yu Sivoklokov, J Sjoelin, TB Sjursen, LA Skinnari, HP Skottowe, K Skovpen, P Skubic, M Slater, T Slavicek, K Sliwa, V Smakhtin, BH Smart, L Smestad, S Yu Smirnov, Y Smirnov, LN Smirnova, O Smirnova, BC Smith, D Smith, KM Smith, M Smizanska, K Smolek, AA Snesarev, SW Snow, J Snow, S Snyder, R Sobie, J Sodomka, A Soffer, CA Solans, M Solar, J Solc, E Yu Soldatov, U Soldevila, E Solfaroli Camillocci, AA Solodkov, OV Solovyanov, V Solovyev, N Soni, V Sopko, B Sopko, M Sosebee, R Soualah, A Soukharev, S Spagnolo, F Spano, R Spighi, G Spigo, R Spiwoks, M Spousta, T Spreitzer, B Spurlock, RD St Denis, J Stahlman, R Stamen, E Stanecka, RW Stanek, C Stanescu, M Stanescu-Bellu, MM Stanitzki, S Stapnes, EA Starchenko, J Stark, P Staroba, P Starovoitov, R Staszewski, A Staude, P Stavina, G Steele, P Steinbach, P Steinberg, I Stekl, B Stelzer, HJ Stelzer, O Stelzer-Chilton, H Stenzel, S Stern, GA Stewart, JA Stillings, MC Stockton, K Stoerig, G Stoicea, S Stonjek, P Strachota, AR Stradling, A Straessner, J Strandberg, S Strandberg, A Strandlie, M Strang, E Strauss, M Strauss, P Strizenec, R Stroehmer, DM Strom, JA Strong, R Stroynowski, B Stugu, I Stumer, J Stupak, P Sturm, NA Styles, DA Soh, D Su, HS Subramania, R Subramaniam, A Succurro, Y Sugaya, C Suhr, M Suk, VV Sulin, S Sultansoy, T Sumida, X Sun, JE Sundermann, K Suruliz, G Susinno, MR Sutton, Y Suzuki, Y Suzuki, M Svatos, S Swedish, I Sykora, T Sykora, J Sanchez, D Ta, K Tackmann, A Taffard, R Tafirout, N Taiblum, Y Takahashi, H Takai, R Takashima, H Takeda, T Takeshita, Y Takubo, M Talby, A Talyshev, MC Tamsett, KG Tan, J Tanaka, R Tanaka, S Tanaka, S Tanaka, AJ Tanasijczuk, K Tani, N Tannoury, S Tapprogge, D Tardif, S Tarem, F Tarrade, GF Tartarelli, P Tas, M Tasevsky, E Tassi, Y Tayalati, C Taylor, FE Taylor, GN Taylor, W Taylor, M Teinturier, FA Teischinger, M Teixeira Dias Castanheira, P Teixeira-Dias, KK Temming, H Ten Kate, PK Teng, S Terada, K Terashi, J Terron, M Testa, RJ Teuscher, J Therhaag, T Theveneaux-Pelzer, S Thoma, JP Thomas, EN Thompson, PD Thompson, PD Thompson, AS Thompson, LA Thomsen, E Thomson, M Thomson, WM Thong, RP Thun, F Tian, MJ Tibbetts, T Tic, VO Tikhomirov, YA Tikhonov, S Timoshenko, E Tiouchichine, P Tipton, S Tisserant, T Todorov, S Todorova-Nova, B Toggerson, J Tojo, S Tokar, K Tokushuku, K Tollefson, M Tomoto, L Tompkins, K Toms, A Tonoyan, C Topfel, ND Topilin, E Torrence, H Torres, E Torro Pastor, J Toth, F Touchard, DR Tovey, T Trefzger, L Tremblet, A Tricoli, IM Trigger, S Trincaz-Duvoid, MF Tripiana, N Triplett, W Trischuk, B Trocme, C Troncon, M Trottier-McDonald, P True, M Trzebinski, A Trzupek, C Tsarouchas, JC-L Tseng, M Tsiakiris, PV Tsiareshka, D Tsionou, G Tsipolitis, S Tsiskaridze, V Tsiskaridze, EG Tskhadadze, II Tsukerman, V Tsulaia, J-W Tsung, S Tsuno, D Tsybychev, A Tua, A Tudorache, V Tudorache, JM Tuggle, M Turala, D Turecek, I Turk Cakire, E Turlay, R Turra, PM Tuts, A Tykhonov, M Tylmad, M Tyndel, G Tzanakos, K Uchida, I Ueda, R Ueno, M Ugland, M Uhlenbrock, M Uhrmacher, F Ukegawa, G Unal, A Undrus, G Unel, Y Unno, D Urbaniec, P Urquijo, G Usai, M Uslenghi, L Vacavant, V Vacek, B Vachon, S Vahsen, J Valenta, S Valentinetti, A Valero, S Valkar, E Valladolid Gallego, S Vallecorsa, JA Valls Ferrer, R Van Berg, PC Van der Deijl, R van der Geer, H van der Graaf, R van der Leeuw, E van der Poel, D van der Ster, N van Eldik, P van Gemmeren, I van Vulpen, M Vanadia, W Vandelli, A Vaniachine, P Vankov, F Vannucci, R Varia, EW Varnes, T Varol, D Varouchas, A Vartapetian, KE Varvell, VI Vassilakopoulos, F Vazeille, T Vazquez Schroeder, G Vegni, JJ Veillet, F Veloso, R Veness, S Veneziano, A Ventura, D Ventura, M Venturi, N Venturi, V Vercesi, M Verducci, W Verkerke, JC Vermeulen, A Vest, MC Vetterli, I Vichou, T Vickey, OE Vickey Boeriu, GHA Viehhauser, S Viel, M Villa, M Villaplana Perez, E Vilucchi, MG Vincter, E Vinek, VB Vinogradov, M Virchaux, J Virzi, O Vitells, M Viti, I Vivarelli, F Vives Vaque, S Vlachos, D Vladoiu, M Vlasak, A Vogel, P Vokac, G Volpi, M Volpi, G Volpini, H von der Schmitt, H von Radziewski, E von Toerne, V Vorobel, V Vorwerk, M Vos, R Voss, JH Vossebeld, N Vranjes, M Vranjes Milosavljevic, V Vrba, M Vreeswijk, T Vu Anh, R Vuillermet, I Vukotic, W Wagner, P Wagner, H Wahlen, S Wahrmund, J Wakabayashi, S Walch, J Walder, R Walker, W Walkowiak, R Wall, P Waller, B Walsh, C Wang, H Wang, H Wang, J Wang, J Wang, R Wang, SM Wang, T Wang, A Warburton, CP Ward, DR Wardrope, M Warsinsky, A Washbrook, C Wasicki, I Watanabe, PM Watkins, AT Watson, IJ Watson, MF Watson, G Watts, S Watts, AT Waugh, BM Waugh, MS Weber, P Weber, JS Webster, AR Weidberg, P Weigell, J Weingarten, C Weiser, PS Wells, T Wenaus, D Wendland, Z Weng, T Wengler, S Wenig, N Wermes, M Werner, P Werner, M Werth, M Wessels, J Wetter, C Weydert, K Whalen, A White, MJ White, S White, SR Whitehead, D Whiteson, D Whittington, F Wicek, D Wicke, FJ Wickens, W Wiedenmann, M Wielers, P Wienemann, C Wiglesworth, LAM Wiik-Fuchs, PA Wijeratne, A Wildauer, MA Wildt, I Wilhelm, HG Wilkens, JZ Will, E Williams, HH Williams, W Willis, S Willocq, JA Wilson, MG Wilson, A Wilson, I Wingerter-Seez, S Winkelmann, F Winklmeier, M Wittgen, SJ Wollstadt, MW Wolter, H Wolters, WC Wong, G Wooden, BK Wosiek, J Wotschack, MJ Woudstra, KW Wozniak, K Wraight, M Wright, B Wrona, SL Wu, X Wu, Y Wu, E Wulf, BM Wynne, S Xella, M Xiao, S Xie, C Xu, D Xu, L Xu, B Yabsley, S Yacooba, M Yamada, H Yamaguchi, A Yamamoto, K Yamamoto, S Yamamoto, T Yamamura, T Yamanaka, T Yamazaki, Y Yamazaki, Z Yan, H Yang, UK Yang, Y Yang, Z Yang, S Yanush, L Yao, Y Yao, Y Yasu, GV Ybeles Smit, J Ye, S Ye, M Yilmaz, R Yoosoofmiya, K Yorita, R Yoshida, K Yoshihara, C Young, CJ Young, S Youssef, D Yu, J Yu, J Yu, L Yuan, A Yurkewicz, B Zabinski, R Zaidan, AM Zaitsev, Z Zajacova, L Zanello, D Zanzi, A Zaytsev, C Zeitnitz, M Zeman, A Zemla, C Zendler, O Zenin, T Zenis, Z Zinonos, S Zenz, D Zerwas, G Zevi della Porta, D Zhang, H Zhang, J Zhang, X Zhang, Z Zhang, L Zhao, Z Zhao, A Zhemchugov, J Zhong, B Zhou, N Zhou, Y Zhou, CG Zhu, H Zhu, J Zhu, Y Zhu, X Zhuang, V Zhuravlov, A Zibell, D Zieminska, NI Zimin, R Zimmermann, S Zimmermann, S Zimmermann, M Ziolkowski, R Zitoun, L Zivkovic, VV Zmouchko, G Zobernig, A Zoccoli, M Zur Nedden, V Zutshi, L ZwalinskiComparison of H i and optical redshifts of galaxies - the impact of redshift uncertainties on spectral line stacking
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY 433:3 (2013) 2613-2625
Authors:
Natasha Maddox, Kelley M Hess, S-L Blyth, MJ JarvisCrowd-Sourced Assessment of Technical Skills: a novel method to evaluate surgical performance
Journal of Surgical Research (2013)
Authors:
C Chen, D Holst, L White, T Kowalewski, R Aggarwal, C Lintott, B Comstock, K Kuksenok, C Aragon, T LendvayAbstract:
Background: Validated methods of objective assessments of surgical skills are resource intensive. We sought to test a web-based grading tool using crowdsourcing called Crowd-Sourced Assessment of Technical Skill. Materials and methods: Institutional Review Board approval was granted to test the accuracy of Amazon.com's Mechanical Turk and Facebook crowdworkers compared with experienced surgical faculty grading a recorded dry-laboratory robotic surgical suturing performance using three performance domains from a validated assessment tool. Assessor free-text comments describing their rating rationale were used to explore a relationship between the language used by the crowd and grading accuracy. Results: Of a total possible global performance score of 3-15, 10 experienced surgeons graded the suturing video at a mean score of 12.11 (95% confidence interval [CI], 11.11-13.11). Mechanical Turk and Facebook graders rated the video at mean scores of 12.21 (95% CI, 11.98-12.43) and 12.06 (95% CI, 11.57-12.55), respectively. It took 24聽h to obtain responses from 501 Mechanical Turk subjects, whereas it took 24聽d for 10 faculty surgeons to complete the 3-min survey. Facebook subjects (110) responded within 25聽d. Language analysis indicated that crowdworkers who used聽negation words (i.e., "but," "although," and so forth) scored the performance more equivalently to experienced surgeons than crowdworkers who did not (P聽<聽0.00001). Conclusions: For a robotic suturing performance, we have shown that surgery-naive crowdworkers can rapidly assess skill equivalent to experienced faculty surgeons using Crowd-Sourced Assessment of Technical Skill. It remains to be seen whether crowds can discriminate different levels of skill and can accurately assess human surgery performances. 漏 2013 Elsevier Inc. All rights reserved.DIAGNOSTICS OF AGN-DRIVEN MOLECULAR OUTFLOWS IN ULIRGs FROM HERSCHEL-PACS OBSERVATIONS OF OH AT 119渭m
ASTROPHYSICAL JOURNAL 775:2 (2013) ARTN 127
Authors:
HWW Spoon, D Farrah, V Lebouteiller, E Gonzalez-Alfonso, J Bernard-Salas, T Urrutia, D Rigopoulou, MS Westmoquette, HA Smith, J Afonso, C Pearson, D Cormier, A Efstathiou, C Borys, A Verma, M Etxaluze, DL ClementsEvent shapes and azimuthal correlations in Z plus jets events in pp collisions at 鈭歴=7 TeV
PHYSICS LETTERS B 722:4-5 (2013) 238-261