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Istituto di scienze e tecnologie della cognizione

Torna all'elenco Contributi in rivista anno 2014

Contributo in rivista

Tipo: Articolo in rivista

Titolo: Mechanism change in a simulation of peer review: From junk support to elitism

Anno di pubblicazione: 2014

Autori: Paolucci, Mario; Grimaldo, Francisco

Affiliazioni autori: ISTC/CNR, Universitat de ValEncia

Autori CNR:


Lingua: inglese

Abstract: Peer review works as the hinge of the scientific process, mediating between research and the awareness/acceptance of its results. While it might seem obvious that science would regulate itself scientifically, the consensus on peer review is eroding; a deeper understanding of its workings and potential alternatives is sorely needed. Employing a theoretical approach supported by agent-based simulation, we examined computational models of peer review, performing what we propose to call redesign, that is, the replication of simulations using different mechanisms. Here, we show that we are able to obtain the high sensitivity to rational cheating that is present in literature. In addition, we also show how this result appears to be fragile against small variations in mechanisms. Therefore, we argue that exploration of the parameter space is not enough if we want to support theoretical statements with simulation, and that exploration at the level of mechanisms is needed. These findings also support prudence in the application of simulation results based on single mechanisms, and endorse the use of complex agent platforms that encourage experimentation of diverse mechanisms. © 2014 Akadémiai Kiadó, Budapest, Hungary.

Lingua abstract: inglese

Pagine da: 663

Pagine a: 688


Scientometrics Springer
Paese di pubblicazione: Ungheria
Lingua: inglese
ISSN: 0138-9130

Numero volume: 99

Numero fascicolo: 3

DOI: 10.1007/s11192-014-1239-1

Indicizzato da: Scopus [2-s2.0-84900519358]

Parole chiave:

  • Agent-based simulation
  • BDI approach
  • Mechanism change
  • Peer review
  • Rational cheating
  • Restrained cheaters

URL: http://www.scopus.com/record/display.url?eid=2-s2.0-84900519358&origin=inward

Strutture CNR:


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