=== A. type ablation, target 'legal', IID sampling ===

-- structure 'full': 523 atoms
   n=  125: acc  95.23% (+-1.47)  bits     57.9  time    0.7s
   n=  250: acc  97.36% (+-0.13)  bits     62.2  time    1.2s
   n=  500: acc  98.75% (+-0.67)  bits    101.8  time    5.1s
   n= 1000: acc  99.20% (+-0.82)  bits    123.4  time   12.6s
   n= 2000: acc  99.74% (+-0.13)  bits     95.6  time   17.1s
   n= 4000: acc  99.93% (+-0.01)  bits    114.5  time   33.2s
   n= 8000: acc  99.91% (+-0.02)  bits    134.2  time   34.5s

-- structure 'no-cmp': 376 atoms
   n=  125: acc  91.50% (+-1.77)  bits     77.2  time    0.5s
   n=  250: acc  91.41% (+-1.18)  bits    145.6  time    2.1s
   n=  500: acc  93.60% (+-1.34)  bits    284.3  time   16.6s
   n= 1000: acc  97.00% (+-0.79)  bits    347.5  time   45.1s
   n= 2000: acc  98.68% (+-0.00)  bits    362.1  time  157.7s
   n= 4000: acc  99.52% (+-0.00)  bits    298.7  time   66.8s

-- structure 'no-lines': 252 atoms
   n=  125: acc  86.22% (+-3.17)  bits    104.0  time    0.5s
   n=  250: acc  89.55% (+-1.36)  bits    168.7  time    2.4s
   n=  500: acc  89.46% (+-1.51)  bits    399.5  time   14.4s
   n= 1000: acc  91.17% (+-1.36)  bits    726.1  time   41.2s
   n= 2000: acc  93.12% (+-0.00)  bits   2001.2  time  231.7s
   n= 4000: acc  90.79% (+-0.00)  bits   6019.6  time 1107.5s

-- structure 'cells': 27 atoms
   n=  125: acc  84.85% (+-1.69)  bits    119.7  time    0.0s
   n=  250: acc  87.10% (+-0.39)  bits    202.5  time    0.0s
   n=  500: acc  88.34% (+-0.00)  bits    580.7  time    0.1s
   n= 1000: acc  88.40% (+-0.00)  bits   1495.7  time    0.3s
   n= 2000: acc  88.45% (+-0.00)  bits   2912.5  time    1.0s

=== B. planted certificates of graded complexity (full type) ===
  k= 1 draw 0: planted   17.2 bits | n=250: 100.0% (17b), n=1000: 100.0% (17b), n=4000: 100.0% (17b)
  k= 1 draw 1: planted   17.2 bits | n=250: 100.0% (17b), n=1000: 100.0% (17b), n=4000: 100.0% (17b)
  k= 2 draw 0: planted   60.7 bits | n=250: 99.7% (27b), n=1000: 99.6% (59b), n=4000: 100.0% (61b)
  k= 2 draw 1: planted   38.1 bits | n=250: 100.0% (38b), n=1000: 100.0% (38b), n=4000: 100.0% (38b)
  k= 4 draw 0: planted  112.6 bits | n=250: 99.9% (41b), n=1000: 100.0% (65b), n=4000: 100.0% (65b)
  k= 4 draw 1: planted   99.5 bits | n=250: 99.3% (48b), n=1000: 99.6% (87b), n=4000: 99.8% (86b)
  k= 8 draw 0: planted  183.6 bits | n=250: 98.1% (97b), n=1000: 99.9% (100b), n=4000: 100.0% (131b)
  k= 8 draw 1: planted  145.6 bits | n=250: 100.0% (16b), n=1000: 100.0% (16b), n=4000: 100.0% (16b)
  k=16 draw 0: planted  373.5 bits | n=250: 96.7% (91b), n=1000: 99.9% (134b), n=4000: 99.9% (151b)
  k=16 draw 1: planted  335.5 bits | n=250: 90.4% (280b), n=1000: 93.7% (728b), n=4000: 96.0% (2061b)

wrote /home/nikudaorg/induction_certs/.claude/worktrees/induction-certs-research/experiments/../results/curves_results.json