TMComposites gate: per-gun confidence faithful for 3 guns; no pair composes
Adds a per-sample intrinsic-confidence field (GunPrediction.confidence, threaded through FeedbackEvent/VirtualBullet, populated by Pattern, DecayGF, KNN, GuessFactor, Tsetlin, TMHorizon) and an offline recorder + analyzer that reproduce the paper's Figure 2 per gun and its Eq-8 composite. Measured on 3 held-out tr-bridge DrussGT battles (33k ticks, ~133k samples/gun): - FAITHFUL: DecayGF (rho +0.133), KNN (+0.090), Pattern (+0.064, weak). - GuessFactor is ANTI-faithful (rho -0.067); Tsetlin c_max is useless (0.001). - No pair of guns specialises complementarily: the same gun dominates both high-confidence slices in every pair. - Eq-8 alpha-normalised confidence-weighted composite: 18.41% vs Pattern 20.45% (McNemar p=3.1e-126). Faithful-only variant 18.68%, still loses. Shuffle control passes weakly (composite > shuffle, p=4e-14) so ~0.7pp of competence is real but ~2pp short. Offline veto: design is dead. See docs/tmcomposites_gate.md.
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@@ -348,6 +348,7 @@ type
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bulletSpeed*: float
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travelDist*: float ## accumulated px so far
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fireDist*: float ## distance to target at fire time
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confidence*: float ## spawn-time GunPrediction.confidence (TMComposites gate)
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active*: bool
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pointScored*: bool ## the parallel point-model score for this flight has
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## been recorded (tie-break mode only)
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@@ -461,6 +462,7 @@ proc spawnBullets*(t: var VirtualTracker, gunId: GunId,
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bulletSpeed: speed,
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travelDist: 0.0,
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fireDist: fireDist,
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confidence: pred.confidence,
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active: true,
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pointScored: false,
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hitSeen: false,
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@@ -643,7 +645,7 @@ proc tickBullets*(t: var VirtualTracker, state: WorldState,
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t.fitness[b.targetId][b.gunId].bins[b.powerBin].record(hit)
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let fe = FeedbackEvent(
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prediction: GunPrediction(x: b.aimX, y: b.aimY),
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prediction: GunPrediction(x: b.aimX, y: b.aimY, confidence: b.confidence),
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actualX: ex,
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actualY: ey,
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bulletPower: PowerBins[b.powerBin],
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@@ -651,6 +653,7 @@ proc tickBullets*(t: var VirtualTracker, state: WorldState,
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powerBin: b.powerBin,
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missDistance: missDist,
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hit: hit,
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confidence: b.confidence,
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)
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onResolved(b.gunId, b.powerBin, fe)
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b.active = false
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@@ -720,7 +723,7 @@ proc tickBullets*(t: var VirtualTracker, state: WorldState,
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if b.targetId in t.fitness:
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t.fitness[b.targetId][b.gunId].bins[b.powerBin].record(b.hitSeen)
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let fe = FeedbackEvent(
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prediction: GunPrediction(x: b.aimX, y: b.aimY),
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prediction: GunPrediction(x: b.aimX, y: b.aimY, confidence: b.confidence),
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actualX: rx,
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actualY: ry,
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bulletPower: PowerBins[b.powerBin],
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@@ -728,6 +731,7 @@ proc tickBullets*(t: var VirtualTracker, state: WorldState,
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powerBin: b.powerBin,
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missDistance: missDist,
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hit: b.hitSeen,
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confidence: b.confidence,
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)
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onResolved(b.gunId, b.powerBin, fe)
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b.active = false
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