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Revised (shortcut-controlled) datasets

Datasets for the revised Emergence of Biological Structural Discovery in General-Purpose Language Models. These remove the length and composition shortcuts present in naive constructions.

  • protein_pairs_matched.csv — standard homology, length-matched negatives (|len1-len2| ~2.6 for both classes). Columns: sentence1, sentence2, label, split.
  • protein_pairs_remote_matched.csv — remote homology (<25% identity, SCOP same-superfamily), length-matched; no length/composition/k-mer shortcut (a length+composition classifier scores 0.50, chance). Columns: sentence1, sentence2, label, split.

split ∈ {train, val, test}. Validation is used only for polarity calibration; test is never used for model selection. Code: https://github.com/maris205/biopaws