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01Manuscript

The paper

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02Sources

LaTeX sources

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paper/main.tex

paper/main.tex · article

0 figure env.0 table env.0 citations bib: references

includes: sections/abstract, numbers.tex, sections/titlepage, sections/introduction, sections/related_work, sections/research_questions, sections/data_and_rights, sections/rewrite_protocol, sections/models_and_objectives, sections/experimental_design, sections/results, sections/ablations, sections/robustness, sections/human_evaluation, sections/threats_to_validity, sections/ethics_and_licensing, sections/limitations, sections/conclusion, appendix/appendix

03Figures

Figures 51

PDF figure
fig_by_discipline_confdomain.pdf
PDF figure
fig_by_discipline_confmodels.pdf
PDF figure
fig_by_discipline_confopus.pdf
PDF figure
fig_by_discipline_confperiod.pdf
PDF figure
fig_by_discipline_confprompts.pdf
PDF figure
fig_by_discipline_conftest.pdf
PDF figure
fig_by_discipline_pilotval.pdf
PDF figure
fig_by_discipline_smoke.pdf
PDF figure
fig_by_era_confdomain.pdf
PDF figure
fig_by_era_confmodels.pdf
PDF figure
fig_by_era_confopus.pdf
PDF figure
fig_by_era_confperiod.pdf
PDF figure
fig_by_era_confprompts.pdf
PDF figure
fig_by_era_conftest.pdf
PDF figure
fig_by_era_pilotval.pdf
PDF figure
fig_by_era_smoke.pdf
PDF figure
fig_by_role_confdomain.pdf
PDF figure
fig_by_role_confmodels.pdf
PDF figure
fig_by_role_confopus.pdf
PDF figure
fig_by_role_confperiod.pdf
PDF figure
fig_by_role_confprompts.pdf
PDF figure
fig_by_role_conftest.pdf
PDF figure
fig_by_role_pilotval.pdf
PDF figure
fig_by_role_smoke.pdf
PDF figure
fig_by_variant_confdomain.pdf
PDF figure
fig_by_variant_confmodels.pdf
PDF figure
fig_by_variant_confopus.pdf
PDF figure
fig_by_variant_confperiod.pdf
PDF figure
fig_by_variant_confprompts.pdf
PDF figure
fig_by_variant_conftest.pdf
PDF figure
fig_by_variant_pilotval.pdf
PDF figure
fig_by_variant_smoke.pdf
PDF figure
fig_overall_confdomain.pdf
PDF figure
fig_overall_confmodels.pdf
PDF figure
fig_overall_confopus.pdf
PDF figure
fig_overall_confperiod.pdf
PDF figure
fig_overall_confprompts.pdf
PDF figure
fig_overall_conftest.pdf
PDF figure
fig_overall_pilotval.pdf
PDF figure
fig_overall_smoke.pdf
PDF figure
fig_stylometry_confdomain.pdf
PDF figure
fig_stylometry_confmodels.pdf
PDF figure
fig_stylometry_confopus.pdf
PDF figure
fig_stylometry_confperiod.pdf
PDF figure
fig_stylometry_confprompts.pdf
PDF figure
fig_stylometry_conftest.pdf
PDF figure
fig_stylometry_pilotval.pdf
PDF figure
fig_stylometry_smoke.pdf
PDF figure
fig_training_conftest.pdf
PDF figure
fig_training_pilotval.pdf
PDF figure
fig_training_smoke.pdf

04Tables

Tables 8

05Reproducibility

Reproducibility checklist

Static checks on the file tree at main. Nothing is executed.

  • yes: README with instructions README.md
  • yes: Declared environment (requirements / environment.yml / pyproject / lockfile) pyproject.toml
  • no: Pinned dependencies (lockfile)
  • no: Container definition (Dockerfile / Apptainer)
  • yes: Pipeline entry point (Makefile / justfile / Snakefile / dvc.yaml) paper/Makefile
  • yes: Scripts directory 44 files
  • yes: Data directory or data access notes 49 files
  • yes: Automated tests 17 files
  • yes: Explicit random seeds (file names) 13 files
  • no: License
  • no: Citation metadata (CITATION.cff / .bib)

06Outputs

Experiment outputs 128

07Versions

Manuscript versions

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Tag each submitted version: git tag v1-submitted && git push --tags

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