diff --git a/regtest/metainference/rt-bayesgje/BIAS.0.reference b/regtest/metainference/rt-bayesgje/BIAS.0.reference
index 21fbec9cf1f9762d6c316bce1fde9014d40ae850..f88b132d1fd1c277f8cd5694a0c40493485c91bf 100644
--- a/regtest/metainference/rt-bayesgje/BIAS.0.reference
+++ b/regtest/metainference/rt-bayesgje/BIAS.0.reference
@@ -1,13 +1,13 @@
-#! FIELDS time spe.bias
- 0.000000 1244002.534551
- 0.050000 1288842.753558
- 0.100000 1321699.684336
- 0.150000 1339686.831180
- 0.200000 1358271.017337
- 0.250000 1378588.588301
- 0.300000 1299866.498549
- 0.350000 1298423.418453
- 0.400000 1316881.723172
- 0.450000 1250165.916748
- 0.500000 1272485.304082
- 0.550000 1253390.266344
+#! FIELDS time spe.bias spe.scale spe.accept spe.sigma_0 spe.sigma_1 spe.sigma_2 spe.sigma_3
+ 0.000000 1244007.118839 1.000000 1.000000 0.010000 0.010000 0.010000 0.010000
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+ 0.055000 1255080.016284 1.000000 1.000000 0.010000 0.010000 0.010000 0.010000
diff --git a/regtest/metainference/rt-bayesgje/BIAS.1.reference b/regtest/metainference/rt-bayesgje/BIAS.1.reference
index 21fbec9cf1f9762d6c316bce1fde9014d40ae850..f88b132d1fd1c277f8cd5694a0c40493485c91bf 100644
--- a/regtest/metainference/rt-bayesgje/BIAS.1.reference
+++ b/regtest/metainference/rt-bayesgje/BIAS.1.reference
@@ -1,13 +1,13 @@
-#! FIELDS time spe.bias
- 0.000000 1244002.534551
- 0.050000 1288842.753558
- 0.100000 1321699.684336
- 0.150000 1339686.831180
- 0.200000 1358271.017337
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- 0.400000 1316881.723172
- 0.450000 1250165.916748
- 0.500000 1272485.304082
- 0.550000 1253390.266344
+#! FIELDS time spe.bias spe.scale spe.accept spe.sigma_0 spe.sigma_1 spe.sigma_2 spe.sigma_3
+ 0.000000 1244007.118839 1.000000 1.000000 0.010000 0.010000 0.010000 0.010000
+ 0.005000 1288847.337845 1.000000 1.000000 0.010000 0.010000 0.010000 0.010000
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+ 0.055000 1255080.016284 1.000000 1.000000 0.010000 0.010000 0.010000 0.010000
diff --git a/regtest/metainference/rt-bayesgje/allforce.0.reference b/regtest/metainference/rt-bayesgje/allforce.0.reference
new file mode 100644
index 0000000000000000000000000000000000000000..be63250e47b2a8fecfede2a83b58ec4507bab8c2
--- /dev/null
+++ b/regtest/metainference/rt-bayesgje/allforce.0.reference
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+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
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diff --git a/regtest/metainference/rt-bayesgje/config b/regtest/metainference/rt-bayesgje/config
index 08ecbfeed07a073c453a2cd96787f112d5908a24..c7a542ac165ae4e799f7a9f6271de8457a13d814 100644
--- a/regtest/metainference/rt-bayesgje/config
+++ b/regtest/metainference/rt-bayesgje/config
@@ -1,3 +1,3 @@
 mpiprocs=4
 type=driver
-arg="--plumed plumed.dat --trajectory-stride 10 --timestep 0.005 --ixyz ala12_trajectory.xyz --multi 2"
+arg="--plumed plumed.dat --trajectory-stride 1 --timestep 0.005 --ixyz ala12_trajectory.xyz --multi 2  --dump-forces allforce"
diff --git a/regtest/metainference/rt-bayesgje/forces.0.reference b/regtest/metainference/rt-bayesgje/forces.0.reference
index 0ed61d28de42db88b61354b8a4bb7ce418ff3a1e..ea10b1f28897e05994e9670eccc43c881977b61f 100644
--- a/regtest/metainference/rt-bayesgje/forces.0.reference
+++ b/regtest/metainference/rt-bayesgje/forces.0.reference
@@ -1,13 +1,13 @@
 #! FIELDS time ardc.rdc.rdc_0 ardc.rdc.rdc_1 ardc.rdc.rdc_2 ardc.rdc.rdc_3
  0.000000 101143.08924261 142695.65235745 181190.34961159 245129.02631528
- 0.050000  96509.75337662 158684.94382818 183452.40066154 244564.79387841
- 0.100000  87147.76279387 160191.80483517 188533.51559246 249845.30206550
- 0.150000  82144.31570070 166778.19310989 204293.78341435 238140.33040621
- 0.200000  85005.54511104 164183.79639535 208819.64838854 238885.95431007
- 0.250000  93535.03932353 166021.32695614 195487.90092875 249687.95156019
- 0.300000  88942.71148792 167035.20547521 180804.57902134 246077.85375057
- 0.350000  89277.16093721 144419.39425930 196552.93381756 247896.10345523
- 0.400000  98764.82832731 138030.83320282 200303.09996895 248630.36978081
- 0.450000  99235.17134588 135773.85181726 197662.57991569 238263.26940268
- 0.500000 102582.78323716 127743.47915838 204953.93416707 239770.94376532
- 0.550000 102885.27951597 128203.06145362 187155.52801207 249787.00128481
+ 0.005000  96509.75337662 158684.94382818 183452.40066154 244564.79387841
+ 0.010000  87166.47565123 160167.60978993 188495.88744640 249844.79215514
+ 0.015000  82148.83001363 166772.62991396 204298.02286365 238112.53888597
+ 0.020000  84995.92547584 164186.00671222 208791.57834333 238755.10681834
+ 0.025000  93555.62147397 166026.88135424 195444.45442891 249682.97522680
+ 0.030000  88986.93128220 167038.96703724 180799.64685690 246084.28226499
+ 0.035000  89257.23449580 144453.71887201 196530.04651203 247890.39171708
+ 0.040000  98755.16184597 138079.14412305 200269.26579348 248621.28490611
+ 0.045000  99122.03646433 136336.25472841 197404.77434469 238505.37225281
+ 0.050000 102577.42302311 128054.86494214 204930.57587355 240069.15489446
+ 0.055000 102875.69320127 128387.87951091 187508.19905792 249766.41341807
diff --git a/regtest/metainference/rt-bayesgje/forces.1.reference b/regtest/metainference/rt-bayesgje/forces.1.reference
index 0ed61d28de42db88b61354b8a4bb7ce418ff3a1e..ea10b1f28897e05994e9670eccc43c881977b61f 100644
--- a/regtest/metainference/rt-bayesgje/forces.1.reference
+++ b/regtest/metainference/rt-bayesgje/forces.1.reference
@@ -1,13 +1,13 @@
 #! FIELDS time ardc.rdc.rdc_0 ardc.rdc.rdc_1 ardc.rdc.rdc_2 ardc.rdc.rdc_3
  0.000000 101143.08924261 142695.65235745 181190.34961159 245129.02631528
- 0.050000  96509.75337662 158684.94382818 183452.40066154 244564.79387841
- 0.100000  87147.76279387 160191.80483517 188533.51559246 249845.30206550
- 0.150000  82144.31570070 166778.19310989 204293.78341435 238140.33040621
- 0.200000  85005.54511104 164183.79639535 208819.64838854 238885.95431007
- 0.250000  93535.03932353 166021.32695614 195487.90092875 249687.95156019
- 0.300000  88942.71148792 167035.20547521 180804.57902134 246077.85375057
- 0.350000  89277.16093721 144419.39425930 196552.93381756 247896.10345523
- 0.400000  98764.82832731 138030.83320282 200303.09996895 248630.36978081
- 0.450000  99235.17134588 135773.85181726 197662.57991569 238263.26940268
- 0.500000 102582.78323716 127743.47915838 204953.93416707 239770.94376532
- 0.550000 102885.27951597 128203.06145362 187155.52801207 249787.00128481
+ 0.005000  96509.75337662 158684.94382818 183452.40066154 244564.79387841
+ 0.010000  87166.47565123 160167.60978993 188495.88744640 249844.79215514
+ 0.015000  82148.83001363 166772.62991396 204298.02286365 238112.53888597
+ 0.020000  84995.92547584 164186.00671222 208791.57834333 238755.10681834
+ 0.025000  93555.62147397 166026.88135424 195444.45442891 249682.97522680
+ 0.030000  88986.93128220 167038.96703724 180799.64685690 246084.28226499
+ 0.035000  89257.23449580 144453.71887201 196530.04651203 247890.39171708
+ 0.040000  98755.16184597 138079.14412305 200269.26579348 248621.28490611
+ 0.045000  99122.03646433 136336.25472841 197404.77434469 238505.37225281
+ 0.050000 102577.42302311 128054.86494214 204930.57587355 240069.15489446
+ 0.055000 102875.69320127 128387.87951091 187508.19905792 249766.41341807
diff --git a/regtest/metainference/rt-bayesgje/plumed.dat b/regtest/metainference/rt-bayesgje/plumed.dat
index 7822dac511fbe390a51d002b8261b4b1b0e4c910..f2c403ceecae8a5820e0d9722a1e4b6dc2784fc8 100644
--- a/regtest/metainference/rt-bayesgje/plumed.dat
+++ b/regtest/metainference/rt-bayesgje/plumed.dat
@@ -1,3 +1,8 @@
+d1: DISTANCE ATOMS=1,35
+d2: DISTANCE ATOMS=10,29
+
+m: PBMETAD ARG=d1,d2 HEIGHT=0.1 SIGMA=0.2,0.5 PACE=1 TEMP=300 BIASFACTOR=10 FILE=HILLS.0,HILLS.1 MULTIPLE_WALKERS
+
 RDC ...
 LABEL=rdc
 SCALE=0.0001
@@ -8,7 +13,7 @@ ATOMS3=29,31
 ATOMS4=33,34
 ... RDC
 
-ardc: ENSEMBLE ARG=rdc.*
+ardc: ENSEMBLE ARG=rdc.*,m.bias REWEIGHT TEMP=300
 stat: STATS ARG=ardc.* PARAMETERS=1.9190,2.9190,3.9190,4.9190 SQDEV
 
 METAINFERENCE ...
@@ -24,4 +29,4 @@ LABEL=spe
 
 DUMPFORCES ARG=ardc.* FILE=forces FMT=%15.8f
 
-PRINT ARG=spe.bias FILE=BIAS STRIDE=1
+PRINT ARG=spe.* FILE=BIAS STRIDE=1
diff --git a/regtest/metainference/rt-bayesspe/BIAS.0.reference b/regtest/metainference/rt-bayesspe/BIAS.0.reference
index 31ce0a31548943ee1588e8e4be4af29da43c5761..4d9742f3f3dd699b91290befa9874df8eee14aaa 100644
--- a/regtest/metainference/rt-bayesspe/BIAS.0.reference
+++ b/regtest/metainference/rt-bayesspe/BIAS.0.reference
@@ -1,13 +1,13 @@
-#! FIELDS time spe.bias
- 0.000000 88.895449
- 0.050000 89.588048
- 0.100000 89.150038
- 0.150000 89.284429
- 0.200000 89.719404
- 0.250000 90.567448
- 0.300000 89.201579
- 0.350000 88.694215
- 0.400000 89.468499
- 0.450000 88.794068
- 0.500000 88.941159
- 0.550000 88.508296
+#! FIELDS time spe.bias spe.scale spe.accept spe.sigma
+ 0.000000 88.895449 1.000000 1.000000 0.010000
+ 0.005000 89.588048 1.000000 1.000000 0.010000
+ 0.010000 89.150038 1.000000 1.000000 0.010000
+ 0.015000 89.284429 1.000000 1.000000 0.010000
+ 0.020000 89.719404 1.000000 1.000000 0.010000
+ 0.025000 90.567448 1.000000 1.000000 0.010000
+ 0.030000 89.201579 1.000000 1.000000 0.010000
+ 0.035000 88.694215 1.000000 1.000000 0.010000
+ 0.040000 89.468499 1.000000 1.000000 0.010000
+ 0.045000 88.794068 1.000000 1.000000 0.010000
+ 0.050000 88.941159 1.000000 1.000000 0.010000
+ 0.055000 88.508296 1.000000 1.000000 0.010000
diff --git a/regtest/metainference/rt-bayesspe/BIAS.1.reference b/regtest/metainference/rt-bayesspe/BIAS.1.reference
index 31ce0a31548943ee1588e8e4be4af29da43c5761..4d9742f3f3dd699b91290befa9874df8eee14aaa 100644
--- a/regtest/metainference/rt-bayesspe/BIAS.1.reference
+++ b/regtest/metainference/rt-bayesspe/BIAS.1.reference
@@ -1,13 +1,13 @@
-#! FIELDS time spe.bias
- 0.000000 88.895449
- 0.050000 89.588048
- 0.100000 89.150038
- 0.150000 89.284429
- 0.200000 89.719404
- 0.250000 90.567448
- 0.300000 89.201579
- 0.350000 88.694215
- 0.400000 89.468499
- 0.450000 88.794068
- 0.500000 88.941159
- 0.550000 88.508296
+#! FIELDS time spe.bias spe.scale spe.accept spe.sigma
+ 0.000000 88.895449 1.000000 1.000000 0.010000
+ 0.005000 89.588048 1.000000 1.000000 0.010000
+ 0.010000 89.150038 1.000000 1.000000 0.010000
+ 0.015000 89.284429 1.000000 1.000000 0.010000
+ 0.020000 89.719404 1.000000 1.000000 0.010000
+ 0.025000 90.567448 1.000000 1.000000 0.010000
+ 0.030000 89.201579 1.000000 1.000000 0.010000
+ 0.035000 88.694215 1.000000 1.000000 0.010000
+ 0.040000 89.468499 1.000000 1.000000 0.010000
+ 0.045000 88.794068 1.000000 1.000000 0.010000
+ 0.050000 88.941159 1.000000 1.000000 0.010000
+ 0.055000 88.508296 1.000000 1.000000 0.010000
diff --git a/regtest/metainference/rt-bayesspe/allforce.0.reference b/regtest/metainference/rt-bayesspe/allforce.0.reference
new file mode 100644
index 0000000000000000000000000000000000000000..511443de6ec063ba42dace04204162624203fe52
--- /dev/null
+++ b/regtest/metainference/rt-bayesspe/allforce.0.reference
@@ -0,0 +1,1608 @@
+132
+-1.137764 0.625184 -1.790646
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+X 0.181615 0.347005 -7.270655
+X 0.000000 0.000000 0.000000
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+X 0.000000 0.000000 0.000000
+X -13.952927 2.120671 12.730279
+X 0.000000 0.000000 0.000000
+X -5.133600 -3.850200 -6.298614
+X 0.000000 0.000000 0.000000
+X 5.133600 3.850200 6.298614
+X 0.000000 0.000000 0.000000
+X 2.058598 3.157106 -1.599466
+X -2.058598 -3.157106 1.599466
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+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X -3.791348 -0.311648 6.815081
+X 3.791348 0.311648 -6.815081
+X 0.000000 0.000000 0.000000
+X -6.081635 18.655562 12.113241
+X 0.000000 0.000000 0.000000
+X 6.081635 -18.655562 -12.113241
+X 0.000000 0.000000 0.000000
+X 0.399669 -2.318083 7.703702
+X 0.000000 0.000000 0.000000
+X -0.399669 2.318083 -7.703702
+X 0.000000 0.000000 0.000000
+X -0.128406 0.004565 -3.816476
+X 0.128406 -0.004565 3.816476
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
+X 0.000000 0.000000 0.000000
diff --git a/regtest/metainference/rt-bayesspe/config b/regtest/metainference/rt-bayesspe/config
index 08ecbfeed07a073c453a2cd96787f112d5908a24..c7a542ac165ae4e799f7a9f6271de8457a13d814 100644
--- a/regtest/metainference/rt-bayesspe/config
+++ b/regtest/metainference/rt-bayesspe/config
@@ -1,3 +1,3 @@
 mpiprocs=4
 type=driver
-arg="--plumed plumed.dat --trajectory-stride 10 --timestep 0.005 --ixyz ala12_trajectory.xyz --multi 2"
+arg="--plumed plumed.dat --trajectory-stride 1 --timestep 0.005 --ixyz ala12_trajectory.xyz --multi 2  --dump-forces allforce"
diff --git a/regtest/metainference/rt-bayesspe/forces.0.reference b/regtest/metainference/rt-bayesspe/forces.0.reference
index 8256fe4207bc0eb07967e6dc4b3db139617eb727..a37b89e224c4a067794010586833cd6087f118d7 100644
--- a/regtest/metainference/rt-bayesspe/forces.0.reference
+++ b/regtest/metainference/rt-bayesspe/forces.0.reference
@@ -1,13 +1,13 @@
 #! FIELDS time ardc.rdc.rdc_0 ardc.rdc.rdc_1 ardc.rdc.rdc_2 ardc.rdc.rdc_3
  0.000000    4.8964070140    3.4706709947    2.7333367222    2.0203956788
- 0.050000    5.1314541484    3.1209764135    2.6996344427    2.0250568318
- 0.100000    5.6826405769    3.0916197602    2.6268793928    1.9822577174
- 0.150000    6.0287234138    2.9695302488    2.4242334852    2.0796871390
- 0.200000    5.8258289420    3.0164524105    2.3716929244    2.0731960186
- 0.250000    5.2946326469    2.9830674033    2.5334319251    1.9835068938
- 0.300000    5.5679739800    2.9649612786    2.7391684828    2.0126055612
- 0.350000    5.5471178734    3.4292481981    2.5197047377    1.9978438920
- 0.400000    5.0143008544    3.5879580111    2.4725308502    1.9919438648
- 0.450000    4.9905370659    3.6475977929    2.5055598781    2.0786140815
- 0.500000    4.8276950984    3.8768842067    2.4164252830    2.0655440282
- 0.550000    4.8135023688    3.8629871925    2.6462200194    1.9827203729
+ 0.005000    5.1314541484    3.1209764135    2.6996344427    2.0250568318
+ 0.010000    5.6826405769    3.0916197602    2.6268793928    1.9822577174
+ 0.015000    6.0287234138    2.9695302488    2.4242334852    2.0796871390
+ 0.020000    5.8258289420    3.0164524105    2.3716929244    2.0731960186
+ 0.025000    5.2946326469    2.9830674033    2.5334319251    1.9835068938
+ 0.030000    5.5679739800    2.9649612786    2.7391684828    2.0126055612
+ 0.035000    5.5471178734    3.4292481981    2.5197047377    1.9978438920
+ 0.040000    5.0143008544    3.5879580111    2.4725308502    1.9919438648
+ 0.045000    4.9905370659    3.6475977929    2.5055598781    2.0786140815
+ 0.050000    4.8276950984    3.8768842067    2.4164252830    2.0655440282
+ 0.055000    4.8135023688    3.8629871925    2.6462200194    1.9827203729
diff --git a/regtest/metainference/rt-bayesspe/forces.1.reference b/regtest/metainference/rt-bayesspe/forces.1.reference
index 8256fe4207bc0eb07967e6dc4b3db139617eb727..a37b89e224c4a067794010586833cd6087f118d7 100644
--- a/regtest/metainference/rt-bayesspe/forces.1.reference
+++ b/regtest/metainference/rt-bayesspe/forces.1.reference
@@ -1,13 +1,13 @@
 #! FIELDS time ardc.rdc.rdc_0 ardc.rdc.rdc_1 ardc.rdc.rdc_2 ardc.rdc.rdc_3
  0.000000    4.8964070140    3.4706709947    2.7333367222    2.0203956788
- 0.050000    5.1314541484    3.1209764135    2.6996344427    2.0250568318
- 0.100000    5.6826405769    3.0916197602    2.6268793928    1.9822577174
- 0.150000    6.0287234138    2.9695302488    2.4242334852    2.0796871390
- 0.200000    5.8258289420    3.0164524105    2.3716929244    2.0731960186
- 0.250000    5.2946326469    2.9830674033    2.5334319251    1.9835068938
- 0.300000    5.5679739800    2.9649612786    2.7391684828    2.0126055612
- 0.350000    5.5471178734    3.4292481981    2.5197047377    1.9978438920
- 0.400000    5.0143008544    3.5879580111    2.4725308502    1.9919438648
- 0.450000    4.9905370659    3.6475977929    2.5055598781    2.0786140815
- 0.500000    4.8276950984    3.8768842067    2.4164252830    2.0655440282
- 0.550000    4.8135023688    3.8629871925    2.6462200194    1.9827203729
+ 0.005000    5.1314541484    3.1209764135    2.6996344427    2.0250568318
+ 0.010000    5.6826405769    3.0916197602    2.6268793928    1.9822577174
+ 0.015000    6.0287234138    2.9695302488    2.4242334852    2.0796871390
+ 0.020000    5.8258289420    3.0164524105    2.3716929244    2.0731960186
+ 0.025000    5.2946326469    2.9830674033    2.5334319251    1.9835068938
+ 0.030000    5.5679739800    2.9649612786    2.7391684828    2.0126055612
+ 0.035000    5.5471178734    3.4292481981    2.5197047377    1.9978438920
+ 0.040000    5.0143008544    3.5879580111    2.4725308502    1.9919438648
+ 0.045000    4.9905370659    3.6475977929    2.5055598781    2.0786140815
+ 0.050000    4.8276950984    3.8768842067    2.4164252830    2.0655440282
+ 0.055000    4.8135023688    3.8629871925    2.6462200194    1.9827203729
diff --git a/regtest/metainference/rt-bayesspe/plumed.dat b/regtest/metainference/rt-bayesspe/plumed.dat
index 18cced9c6b830cb198c142b436e78bcc6fdcd632..ff3ff6b5579da1c9525054bd0cbcfa167bfc0f2f 100644
--- a/regtest/metainference/rt-bayesspe/plumed.dat
+++ b/regtest/metainference/rt-bayesspe/plumed.dat
@@ -24,4 +24,4 @@ LABEL=spe
 
 DUMPFORCES ARG=ardc.* FILE=forces
 
-PRINT ARG=spe.bias FILE=BIAS STRIDE=1
+PRINT ARG=spe.* FILE=BIAS STRIDE=1
diff --git a/src/bias/Metainference.cpp b/src/bias/Metainference.cpp
index 1f015ff93d19b3d227bd08986ab4194429816054..b0d04169407a97af8355f60481a3ca2486467f96 100644
--- a/src/bias/Metainference.cpp
+++ b/src/bias/Metainference.cpp
@@ -108,11 +108,12 @@ LABEL=spe
 class Metainference : public Bias
 {
   const double sqrt2_div_pi;
+  const double sqrt2_pi;
   // experimental values
   vector<double> parameters;
   // noise type
   unsigned noise_type_;
-  enum { GAUSS, MGAUSS, OUTLIERS};
+  enum { GAUSS, MGAUSS, OUTLIERS };
   // scale is data scaling factor
   bool   doscale_;
   double scale_;
@@ -131,7 +132,6 @@ class Metainference : public Bias
   // number of data points
   unsigned ndata_;
   // Monte Carlo stuff
-  double   old_energy;
   unsigned MCsteps_;
   unsigned MCstride_;
   unsigned MCaccept_;
@@ -187,9 +187,9 @@ void Metainference::registerKeywords(Keywords& keys){
 Metainference::Metainference(const ActionOptions&ao):
 PLUMED_BIAS_INIT(ao), 
 sqrt2_div_pi(0.45015815807855),
+sqrt2_pi(2.50662827463100050240),
 doscale_(false),
 ndata_(getNumberOfArguments()),
-old_energy(0),
 MCsteps_(1), 
 MCstride_(1), 
 MCaccept_(0), 
@@ -372,7 +372,7 @@ double Metainference::getEnergyGJE(const vector<double> &sigma, const double sca
       ene += 0.5*std::log(ss);
     }
     const double dev = scale*getArgument(i)-parameters[i]; 
-    ene += 0.5*dev*dev/ss + 0.5*std::log(ss);
+    ene += 0.5*dev*dev/ss + 0.5*std::log(ss*sqrt2_pi);
   }
   // add Jeffrey's prior in case one sigma for all data points
   if(noise_type_==GAUSS) ene += 0.5*std::log(ss);
@@ -380,17 +380,15 @@ double Metainference::getEnergyGJE(const vector<double> &sigma, const double sca
 }
 
 void Metainference::doMonteCarlo(){
-  // calculate old energy (first time only)
-  if(MCfirst_==-1) {
-    switch(noise_type_) {
-      case GAUSS:
-      case MGAUSS:
-        old_energy = getEnergyGJE(sigma_,scale_);
-        break;
-      case OUTLIERS:
-        old_energy = getEnergySPE(sigma_,scale_);
-        break;
-    }
+  double old_energy;
+  switch(noise_type_) {
+    case GAUSS:
+    case MGAUSS:
+      old_energy = getEnergyGJE(sigma_,scale_);
+      break;
+    case OUTLIERS:
+      old_energy = getEnergySPE(sigma_,scale_);
+      break;
   }
  
   // cycle on MC steps 
@@ -522,7 +520,7 @@ double Metainference::getEnergyForceGJE()
       // add Jeffrey's prior - one per sigma
       ene += 0.5*std::log(ss[sel_sigma]);
     }
-    ene += 0.5*dev*dev*inv_s2[sel_sigma] + 0.5*std::log(ss[sel_sigma]);
+    ene += 0.5*dev*dev*inv_s2[sel_sigma] + 0.5*std::log(ss[sel_sigma]*sqrt2_pi);
     setOutputForce(i, -kbt_*dev*scale_*inv_s2[sel_sigma]);
   }
   // add Jeffrey's prior in case one sigma for all data points