name: paper
intent: >
  Full reproduction of the paper's central result (Figure 2): subject-verb
  agreement generalization across the Zipfian concentration sweep, against
  the oneshot (deterministic 1:1 pairing) limit.
hypothesis: >
  Reproduces the published finding: unseen_mismatch accuracy peaks at
  intermediate Z rather than rising monotonically with concentration, and the
  oneshot limit generalizes worse than the Zipfian optimum despite perfectly
  consistent pairings — variability in noun-verb pairing is what forces an
  abstract agreement rule.
seed: 42
base_args: []
runs:
  - label: zipfian
    args: [--parameter-range, "0.0,3.0", --step, "0.1", --n-iterations, "10",
           --seed, "42"]
  - label: oneshot
    args: [--oneshot, --n-iterations, "10", --seed, "42"]
compare:
  metric: unseen_mismatch
