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Piloting Copilot, Codex, and StarCoder2: Hot temperature, cold prompts, or black magic?

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Title: Piloting Copilot, Codex, and StarCoder2: Hot temperature, cold prompts, or black magic?
Authors: Döderlein, Jean-Baptiste1,2, jean-baptiste.doderlein@ens-rennes.fr, Kouadio, Nguessan Hermann2,3,4, nguessan-hermann.kouadio@inria.fr, Acher, Mathieu2,3,4,5, mathieu.acher@irisa.fr, Khelladi, Djamel Eddine2,3,4, djamel-eddine.khelladi@irisa.fr, Combemale, Benoit2,3,4, benoit.combemale@irisa.fr
Source: Journal of Systems & Software; Dec2025, Vol. 230, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 187840843
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Piloting Copilot, Codex, and StarCoder2: Hot temperature, cold prompts, or black magic?
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  Data: <searchLink fieldCode="AU" term="%22Döderlein%2C+Jean-Baptiste%22">Döderlein, Jean-Baptiste</searchLink><relatesTo>1,2</relatesTo>, <i>jean-baptiste.doderlein@ens-rennes.fr</i><br /><searchLink fieldCode="AU" term="%22Kouadio%2C+Nguessan+Hermann%22">Kouadio, Nguessan Hermann</searchLink><relatesTo>2,3,4</relatesTo>, <i>nguessan-hermann.kouadio@inria.fr</i><br /><searchLink fieldCode="AU" term="%22Acher%2C+Mathieu%22">Acher, Mathieu</searchLink><relatesTo>2,3,4,5</relatesTo>, <i>mathieu.acher@irisa.fr</i><br /><searchLink fieldCode="AU" term="%22Khelladi%2C+Djamel+Eddine%22">Khelladi, Djamel Eddine</searchLink><relatesTo>2,3,4</relatesTo>, <i>djamel-eddine.khelladi@irisa.fr</i><br /><searchLink fieldCode="AU" term="%22Combemale%2C+Benoit%22">Combemale, Benoit</searchLink><relatesTo>2,3,4</relatesTo>, <i>benoit.combemale@irisa.fr</i>
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PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=187840843
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1016/j.jss.2025.112562
    Languages:
      – Code: eng
        Text: English
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      Pagination:
        PageCount: 1
        StartPage: N.PAG
    Titles:
      – TitleFull: Piloting Copilot, Codex, and StarCoder2: Hot temperature, cold prompts, or black magic?
        Type: main
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      – PersonEntity:
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            NameFull: Döderlein, Jean-Baptiste
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            NameFull: Kouadio, Nguessan Hermann
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            NameFull: Acher, Mathieu
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            NameFull: Khelladi, Djamel Eddine
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            NameFull: Combemale, Benoit
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          Dates:
            – D: 01
              M: 12
              Text: Dec2025
              Type: published
              Y: 2025
          Identifiers:
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              Value: 01641212
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              Value: 230
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            – TitleFull: Journal of Systems & Software
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