It is RD/T ATS. even though for money it would be a blunder to recube. As regards the gammmon value: Recubing to 8 diminishes it from pretty well the money value of 0.5 to 0.32. After a turn to 16, the winner of the game will already be above a 98% match favourite, slashing the gammon value to below 0.02. As regards the danger of getting the cube back immediately on 16 following a miss: I have looked at a couple of them, probably including your worst throw, and, as far as I see, it is never more than a supermarginal cube with a pass being in double whopper territory.
Finally, I looked at what would be the effect if this was actually the second game of the match (which is actually where I got the position from). Then it's always a very clearcut decision one way or the other
  White is Player 2
score: 0 pip: 44  19 point match  pip: 124 score: 0
Blue is Player 1   XGID=BBBBCaBbcBbg:2:1:1:00:0:0:0:19:10  Blue on roll, cube action?   Analyzed in Rollout  No redouble  Redouble/Take  Player Winning Chances:  64.41% (G:10.93% B:0.33%)  65.67% (G:10.69% B:0.36%)  Opponent Winning Chances:  35.59% (G:6.82% B:0.02%)  34.33% (G:10.25% B:0.21%)  Cubeless Equities  +0.332  +0.630  Cubeful Equities  No redouble:  +0.459 (0.020)  ±0.002 (+0.458..+0.461)  Redouble/Take:  +0.480  ±0.004 (+0.476..+0.483)  Redouble/Pass:  +1.000 (+0.520)   Best Cube action: Redouble / Take  Rollout details  5184 Games rolled with Variance Reduction. Dice Seed: 71284 First 2 moves: 4ply, cube decisions: XG Roller+ Remaining moves: 3ply, cube decisions: XG Roller
  Double Decision confidence:  100.0%  Take Decision confidence:  100.0%  Duration: 10 minutes 10 seconds 

eXtreme Gammon Version: 2.10, MET: RockwellKazaross
  White is Player 2
score: 0 pip: 44  Unlimited Game Jacoby Beaver  pip: 124 score: 0
Blue is Player 1   XGID=BBBBCaBbcBbg:2:1:1:00:0:0:3:0:10  Blue on roll, cube action?   Analyzed in Rollout  No redouble  Redouble/Take  Player Winning Chances:  64.35% (G:11.02% B:0.34%)  65.23% (G:11.21% B:0.36%)  Opponent Winning Chances:  35.65% (G:6.63% B:0.01%)  34.77% (G:6.81% B:0.01%)  Cubeless Equities  +0.334  +0.704  Cubeful Equities  No redouble:  +0.462  ±0.002 (+0.460..+0.465)  Redouble/Take:  +0.382 (0.081)  ±0.004 (+0.378..+0.386)  Redouble/Pass:  +1.000 (+0.538)   Best Cube action: No redouble / Take  Percentage of wrong pass needed to make the double decision right: 11.5%  Rollout details  5184 Games rolled with Variance Reduction. Dice Seed: 71284 First 2 moves: 4ply, cube decisions: XG Roller+ Remaining moves: 3ply, cube decisions: XG Roller
  Double Decision confidence:  100.0%  Take Decision confidence:  100.0%  Duration: 5 minutes 19 seconds 

eXtreme Gammon Version: 2.10
  White is Player 1
score: 0 pip: 116  19 point match  pip: 44 score: 0
Blue is Player 2   XGID=BBBBCAaAbcBbg:3:1:1:00:0:0:0:19:10  Blue on roll, cube action?   Analyzed in Rollout  No redouble  Redouble/Take  Player Winning Chances:  74.31% (G:18.71% B:0.35%)  74.14% (G:22.09% B:0.51%)  Opponent Winning Chances:  25.69% (G:0.53% B:0.01%)  25.86% (G:0.51% B:0.01%)  Cubeless Equities  +0.604  +0.810  Cubeful Equities  No redouble:  +0.790 (0.005)  ±0.002 (+0.788..+0.791)  Redouble/Take:  +0.795  ±0.002 (+0.793..+0.797)  Redouble/Pass:  +1.000 (+0.205)   Best Cube action: Redouble / Take  Rollout details  2592 Games rolled with Variance Reduction. Dice Seed: 71284 First 2 moves: 4ply, cube decisions: XG Roller+ Remaining moves: 3ply, cube decisions: XG Roller
  Double Decision confidence:  100.0%  Take Decision confidence:  100.0%  Duration: 5 minutes 09 seconds 

eXtreme Gammon Version: 2.10, MET: RockwellKazaross
  White is Player 1
score: 0 pip: 104  19 point match  pip: 44 score: 0
Blue is Player 2   XGID=BBBBCBabcBbg:3:1:1:00:0:0:0:19:10  Blue on roll, cube action?   Analyzed in Rollout  No redouble  Redouble/Take  Player Winning Chances:  74.84% (G:5.90% B:0.01%)  74.86% (G:7.46% B:0.02%)  Opponent Winning Chances:  25.16% (G:0.34% B:0.01%)  25.14% (G:0.30% B:0.01%)  Cubeless Equities  +0.533  +0.824  Cubeful Equities  No redouble:  +0.798 (0.012)  ±0.001 (+0.796..+0.799)  Redouble/Take:  +0.810  ±0.002 (+0.808..+0.812)  Redouble/Pass:  +1.000 (+0.190)   Best Cube action: Redouble / Take  Rollout details  2592 Games rolled with Variance Reduction. Dice Seed: 71284 First 2 moves: 4ply, cube decisions: XG Roller+ Remaining moves: 3ply, cube decisions: XG Roller
  Double Decision confidence:  100.0%  Take Decision confidence:  100.0%  Duration: 2 minutes 18 seconds 

eXtreme Gammon Version: 2.10, MET: RockwellKazaross
  White is Player 2
score: 0 pip: 44  19 point match  pip: 124 score: 1
Blue is Player 1   XGID=BBBBCaBbcBbg:2:1:1:00:1:0:0:19:10  Blue on roll, cube action?   Analyzed in Rollout  No redouble  Redouble/Take  Player Winning Chances:  64.57% (G:10.35% B:0.28%)  65.71% (G:10.24% B:0.37%)  Opponent Winning Chances:  35.43% (G:6.84% B:0.02%)  34.29% (G:9.87% B:0.25%)  Cubeless Equities  +0.322  +0.562  Cubeful Equities  No redouble:  +0.435  ±0.002 (+0.433..+0.438)  Redouble/Take:  +0.353 (0.082)  ±0.005 (+0.349..+0.358)  Redouble/Pass:  +1.000 (+0.565)   Best Cube action: No redouble / Take  Percentage of wrong pass needed to make the double decision right: 11.2%  Rollout details  2592 Games rolled with Variance Reduction. Dice Seed: 71284 First 2 moves: 4ply, cube decisions: XG Roller+ Remaining moves: 3ply, cube decisions: XG Roller
  Double Decision confidence:  100.0%  Take Decision confidence:  100.0%  Duration: 5 minutes 05 seconds 

eXtreme Gammon Version: 2.10, MET: RockwellKazaross
  White is Player 2
score: 0 pip: 44  19 point match  pip: 124 score: 2
Blue is Player 1   XGID=BBBBCaBbcBbg:2:1:1:00:2:0:0:19:10  Blue on roll, cube action?   Analyzed in Rollout  No redouble  Redouble/Take  Player Winning Chances:  64.62% (G:10.27% B:0.27%)  65.79% (G:9.95% B:0.39%)  Opponent Winning Chances:  35.38% (G:6.75% B:0.02%)  34.21% (G:9.44% B:0.21%)  Cubeless Equities  +0.316  +0.495  Cubeful Equities  No redouble:  +0.427  ±0.002 (+0.425..+0.429)  Redouble/Take:  +0.221 (0.207)  ±0.005 (+0.216..+0.225)  Redouble/Pass:  +1.000 (+0.573)   Best Cube action: No redouble / Take  Percentage of wrong pass needed to make the double decision right: 20.9%  Rollout details  2592 Games rolled with Variance Reduction. Dice Seed: 71284 First 2 moves: 4ply, cube decisions: XG Roller+ Remaining moves: 3ply, cube decisions: XG Roller
  Double Decision confidence:  100.0%  Take Decision confidence:  100.0%  Duration: 6 minutes 23 seconds 

eXtreme Gammon Version: 2.10, MET: RockwellKazaross
  White is Player 2
score: 1 pip: 44  19 point match  pip: 124 score: 0
Blue is Player 1   XGID=BBBBCaBbcBbg:2:1:1:00:0:1:0:19:10  Blue on roll, cube action?   Analyzed in Rollout  No redouble  Redouble/Take  Player Winning Chances:  64.19% (G:11.12% B:0.35%)  65.61% (G:10.76% B:0.38%)  Opponent Winning Chances:  35.81% (G:6.76% B:0.02%)  34.39% (G:10.23% B:0.16%)  Cubeless Equities  +0.337  +0.698  Cubeful Equities  No redouble:  +0.475 (0.109)  ±0.003 (+0.473..+0.478)  Redouble/Take:  +0.584  ±0.005 (+0.579..+0.589)  Redouble/Pass:  +1.000 (+0.416)   Best Cube action: Redouble / Take  Rollout details  2592 Games rolled with Variance Reduction. Dice Seed: 71284 First 2 moves: 4ply, cube decisions: XG Roller+ Remaining moves: 3ply, cube decisions: XG Roller
  Double Decision confidence:  100.0%  Take Decision confidence:  100.0%  Duration: 5 minutes 35 seconds 

eXtreme Gammon Version: 2.10, MET: RockwellKazaross
  White is Player 2
score: 2 pip: 44  19 point match  pip: 124 score: 0
Blue is Player 1   XGID=BBBBCaBbcBbg:2:1:1:00:0:2:0:19:10  Blue on roll, cube action?   Analyzed in Rollout  No redouble  Redouble/Take  Player Winning Chances:  63.98% (G:11.37% B:0.36%)  65.56% (G:10.98% B:0.37%)  Opponent Winning Chances:  36.02% (G:6.84% B:0.02%)  34.44% (G:10.62% B:0.15%)  Cubeless Equities  +0.342  +0.771  Cubeful Equities  No redouble:  +0.488 (0.210)  ±0.002 (+0.486..+0.491)  Redouble/Take:  +0.699  ±0.005 (+0.694..+0.704)  Redouble/Pass:  +1.000 (+0.301)   Best Cube action: Redouble / Take  Rollout details  2592 Games rolled with Variance Reduction. Dice Seed: 71284 First 2 moves: 4ply, cube decisions: XG Roller+ Remaining moves: 3ply, cube decisions: XG Roller
  Double Decision confidence:  100.0%  Take Decision confidence:  100.0%  Duration: 4 minutes 57 seconds 

eXtreme Gammon Version: 2.10, MET: RockwellKazaross