
== D1/D2 [mapping oracle] Q values 30 -> 3654 partitions, 422 acceptance-optimal; phi values 6 -> 8 relay-optimal phi partitions
  eps    | phi ties (min..max)    | Q ties (min..max)      | gap range [phi_min-Q_max, phi_max-Q_min] | best-vs-best
  0      | 0.825000..0.825000 | 0.769083..0.797222 | [+0.027778, +0.055917] | +0.027778
  1/10   | 0.799300..0.805900 | 0.753303..0.782011 | [+0.017289, +0.052597] | +0.023889
  1/3    | 0.739333..0.761333 | 0.721370..0.746519 | [-0.007185, +0.039963] | +0.014815

== D1/D2 [k=40 marginal-MAP traces] Q values 90 -> 113564 partitions, 2322 acceptance-optimal; phi values 18 -> 134 relay-optimal phi partitions
  eps    | phi ties (min..max)    | Q ties (min..max)      | gap range [phi_min-Q_max, phi_max-Q_min] | best-vs-best
  0      | 0.789530..0.789530 | 0.744765..0.764660 | [+0.024869, +0.044765] | +0.024869
  1/10   | 0.760577..0.773835 | 0.734152..0.751284 | [+0.009293, +0.039683] | +0.022551
  1/3    | 0.710649..0.737213 | 0.710155..0.721624 | [-0.010974, +0.027059] | +0.015590

== D3 non-contiguous Q-measurable witness (mapping oracle, graded kappa)
  K=2: none
  K=3: relay 0.825000  acceptance 0.914444  (optima 0.825000 / 0.914444)

== D4 D11 exact matched classes in the graded-kappa fixture
  mapping oracle  matched-Q/different-phi classes 0;  matched-phi/different-Q classes 3
  k=10            matched-Q/different-phi classes 0;  matched-phi/different-Q classes 3
  k=40            matched-Q/different-phi classes 0;  matched-phi/different-Q classes 9

== D5 marginal-MAP bit patterns outside the affine family, k=10: 2120 count vectors, probability 0.2171

== D6 REPAIR — continuous kappa ~ U[0,1], accept pays L + kappa (any R); relay observes (M, R), never kappa
  access            eps    | phi code  | exact Q (strongest Q-measurable, eps=0) | gap      | D11 matched-Q/different-action mass
  mapping oracle   0      | 0.825000 | 0.773828                                | +0.051172 | 0.3149
  mapping oracle   1/10   | 0.809300 | 0.756539                                | +0.052761 |
  mapping oracle   1/3    | 0.772667 | 0.718331                                | +0.054335 |
  k=40 traces      0      | 0.789530 | 0.740914                                | +0.048615 | 0.4634
  k=40 traces      1/10   | 0.777093 | 0.728253                                | +0.048840 |
  k=40 traces      1/3    | 0.748074 | 0.705762                                | +0.042312 |
  auditor's variant (bonus only at R=0, continuous kappa): exact-Q relay 0.799414

(D7 full-trace reference skipped; run with --full-trace, ~3 min)
