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@MISC{Karimi:638807,
      author       = {Karimi, Afshin and Hartl, Ingmar and Tuennermann, Henrik
                      and lauscher, Anne and Mayet, Frank and Pressacco, Federico
                      and Cankaya, Hueseyin and Tavakol, Alex},
      title        = {{A}nnotated {L}ogbook {D}ataset for {B}inary {I}ssue
                      {D}etection in {L}aser {O}perations (2022–2024)},
      reportid     = {PUBDB-2025-04207},
      year         = {2025},
      abstract     = {This dataset contains annotated operator logbook entries
                      collected between 2022 and 2024 at DESY. Each entry
                      documents routine observations or potential issues during
                      laser system operation. The dataset has been manually
                      annotated for the task of binary issue detection,
                      distinguishing between “issue” and “non-issue”
                      entries. All personal identifiers and sensitive information
                      have been anonymized according to PUBDB guidelines. The
                      dataset supports research on automated anomaly and issue
                      detection using large language models (LLMs) in scientific
                      facility operations.},
      cin          = {FS-LA / MXL},
      cid          = {I:(DE-H253)FS-LA-20130416 / I:(DE-H253)MXL-20160301},
      pnm          = {6G13 - Accelerator of European XFEL (POF4-6G13) / 6G2 -
                      FLASH (DESY) (POF4-6G2)},
      pid          = {G:(DE-HGF)POF4-6G13 / G:(DE-HGF)POF4-6G2},
      experiment   = {EXP:(DE-MLZ)NOSPEC-20140101},
      typ          = {PUB:(DE-HGF)32},
      url          = {https://bib-pubdb1.desy.de/record/638807},
}