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ds002236 (whole-brain): alignment results (control gate: fail)

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Files changed (15) hide show
  1. README.md +2 -2
  2. alignment_by_cell.csv +6 -6
  3. alignment_by_checkpoint.csv +126 -0
  4. alignment_by_family.csv +1 -1
  5. control/fig_positive_control.pdf +0 -0
  6. fig_corrected_family.pdf +0 -0
  7. fig_corrected_family.png +1 -1
  8. fig_corrected_null_checks.pdf +0 -0
  9. fig_corrected_null_checks.png +2 -2
  10. fig_corrected_scale_ladder.pdf +0 -0
  11. fig_corrected_trajectory.pdf +0 -0
  12. fig_corrected_trajectory.png +2 -2
  13. seed_null_comparison.csv +1 -1
  14. summary.json +8 -8
  15. training_trend.csv +1 -1
README.md CHANGED
@@ -179,7 +179,7 @@ rather than language) and an inter-subject noise ceiling.
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  | Sem | ses-11 | 72 | nan | nan | nan |
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  | Sem | ses-9 | 72 | nan | nan | nan |
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- Model grid: **15 families**, 30366 alignment rows across 6 cells.
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  | | |
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  |---|---|
@@ -193,8 +193,8 @@ Model grid: **15 families**, 30366 alignment rows across 6 cells.
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  | family | n_checkpoints | rsa_mean | rsa_sd | rsa_abs_max | frac_of_ceiling_abs_max | p_equivalence_tost |
195
  |:----------------------|----------------:|-----------:|---------:|--------------:|--------------------------:|---------------------:|
196
- | pico-decoder-medium | 20 | 0.0229 | 0.0267 | 0.1219 | 0.8965 | 0.0278 |
197
  | babylm-gpt2 | 9 | 0.0229 | 0.0383 | 0.0766 | 0.5629 | 0.0716 |
 
198
  | babylm-gpt2-7 | 9 | 0.0222 | 0.0351 | 0.0725 | 0.5334 | 0.055 |
199
  | babylm-gpt2-3 | 9 | 0.0211 | 0.0335 | 0.0665 | 0.4893 | 0.0439 |
200
  | pico-decoder-large | 21 | 0.0199 | 0.0271 | 0.0929 | 0.7006 | 0.0209 |
 
179
  | Sem | ses-11 | 72 | nan | nan | nan |
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  | Sem | ses-9 | 72 | nan | nan | nan |
181
 
182
+ Model grid: **15 families**, 30492 alignment rows across 6 cells.
183
 
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  | | |
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  |---|---|
 
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  | family | n_checkpoints | rsa_mean | rsa_sd | rsa_abs_max | frac_of_ceiling_abs_max | p_equivalence_tost |
195
  |:----------------------|----------------:|-----------:|---------:|--------------:|--------------------------:|---------------------:|
 
196
  | babylm-gpt2 | 9 | 0.0229 | 0.0383 | 0.0766 | 0.5629 | 0.0716 |
197
+ | pico-decoder-medium | 21 | 0.0222 | 0.0261 | 0.1219 | 0.8965 | 0.0237 |
198
  | babylm-gpt2-7 | 9 | 0.0222 | 0.0351 | 0.0725 | 0.5334 | 0.055 |
199
  | babylm-gpt2-3 | 9 | 0.0211 | 0.0335 | 0.0665 | 0.4893 | 0.0439 |
200
  | pico-decoder-large | 21 | 0.0199 | 0.0271 | 0.0929 | 0.7006 | 0.0209 |
alignment_by_cell.csv CHANGED
@@ -41,12 +41,12 @@ pico-decoder-large,Phon,ses-9,441,0.04562133970213728,0.03143635580999512,-0.019
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  pico-decoder-large,Sem,ses-11,441,-0.0038989407166044477,0.013222757333588988,-0.0349482289364267,0.0184446307799851,0.3993101988845712,,0.0461912338615646,
42
  pico-decoder-large,Sem,ses-11+,441,-0.009268691731118876,0.014706603933724145,-0.0334640921892602,0.0139756297790169,0.4648549925979245,,0.03006449323241989,
43
  pico-decoder-large,Sem,ses-9,441,-0.0008385370352707332,0.012991077924228388,-0.0249756159060749,0.0194267085953611,0.3876120540238347,0.0084082983710845,0.05011894855614199,-0.09972731678438035
44
- pico-decoder-medium,Phon,ses-11,420,0.04766407388537917,0.028661015088813645,0.0040488437913285,0.1219203835656095,0.2548002963391902,,0.47849388449418856,
45
- pico-decoder-medium,Phon,ses-11+,420,0.04353882122443948,0.03237357837983505,-0.0117119950686443,0.1060862083719028,0.314108131466382,,0.3377378607699523,
46
- pico-decoder-medium,Phon,ses-9,420,0.0500739522115233,0.03200466576738777,-0.0103593965066896,0.1064764378995468,0.2747332208348838,0.008728626502912,0.38756302414384664,5.736750472118136
47
- pico-decoder-medium,Sem,ses-11,420,-0.0006791575459977998,0.014414406816336016,-0.0346825712598612,0.0274364451369824,0.3993101988845712,,0.06870960274398968,
48
- pico-decoder-medium,Sem,ses-11+,420,-0.00587791072315211,0.01644847782470004,-0.0289154717836343,0.0462574074045528,0.4648549925979245,,0.09950932686779394,
49
- pico-decoder-medium,Sem,ses-9,420,0.0029472753001186045,0.01686608825153319,-0.0467464384904383,0.0263154244719077,0.3876120540238347,0.0084082983710845,0.06789114063591412,0.3505198281562011
50
  pico-decoder-small,Phon,ses-11,441,0.03747923376657513,0.02698874474289563,-0.0263902705169787,0.0881178061727452,0.2548002963391902,,0.3458308622037188,
51
  pico-decoder-small,Phon,ses-11+,441,0.02285734166880718,0.02857833164887955,-0.0356826211657478,0.0839743596347277,0.314108131466382,,0.26734220232600125,
52
  pico-decoder-small,Phon,ses-9,441,0.0234997382166842,0.03341582011417631,-0.0357397965291348,0.0956903935221907,0.2747332208348838,0.008728626502912,0.3483029581620971,2.6922607135090884
 
41
  pico-decoder-large,Sem,ses-11,441,-0.0038989407166044477,0.013222757333588988,-0.0349482289364267,0.0184446307799851,0.3993101988845712,,0.0461912338615646,
42
  pico-decoder-large,Sem,ses-11+,441,-0.009268691731118876,0.014706603933724145,-0.0334640921892602,0.0139756297790169,0.4648549925979245,,0.03006449323241989,
43
  pico-decoder-large,Sem,ses-9,441,-0.0008385370352707332,0.012991077924228388,-0.0249756159060749,0.0194267085953611,0.3876120540238347,0.0084082983710845,0.05011894855614199,-0.09972731678438035
44
+ pico-decoder-medium,Phon,ses-11,441,0.046387413763780236,0.02854679216590238,0.0040488437913285,0.1219203835656095,0.2548002963391902,,0.47849388449418856,
45
+ pico-decoder-medium,Phon,ses-11+,441,0.04248275106681868,0.03194345715691415,-0.0117119950686443,0.1060862083719028,0.314108131466382,,0.3377378607699523,
46
+ pico-decoder-medium,Phon,ses-9,441,0.04844234606991277,0.03207452928881108,-0.0103593965066896,0.1064764378995468,0.2747332208348838,0.008728626502912,0.38756302414384664,5.549824597690333
47
+ pico-decoder-medium,Sem,ses-11,441,-0.0010109268138993285,0.014144433676429077,-0.0346825712598612,0.0274364451369824,0.3993101988845712,,0.06870960274398968,
48
+ pico-decoder-medium,Sem,ses-11+,441,-0.0059020450242178385,0.0160515223342669,-0.0289154717836343,0.0462574074045528,0.4648549925979245,,0.09950932686779394,
49
+ pico-decoder-medium,Sem,ses-9,441,0.002664594980841314,0.016507270910771216,-0.0467464384904383,0.0263154244719077,0.3876120540238347,0.0084082983710845,0.06789114063591412,0.3169006216530867
50
  pico-decoder-small,Phon,ses-11,441,0.03747923376657513,0.02698874474289563,-0.0263902705169787,0.0881178061727452,0.2548002963391902,,0.3458308622037188,
51
  pico-decoder-small,Phon,ses-11+,441,0.02285734166880718,0.02857833164887955,-0.0356826211657478,0.0839743596347277,0.314108131466382,,0.26734220232600125,
52
  pico-decoder-small,Phon,ses-9,441,0.0234997382166842,0.03341582011417631,-0.0357397965291348,0.0956903935221907,0.2747332208348838,0.008728626502912,0.3483029581620971,2.6922607135090884
alignment_by_checkpoint.csv CHANGED
@@ -12032,6 +12032,27 @@ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a6
12032
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11,96,0.0234536379250779,0.0006992992969193,0.0157727340945036,pico-lm/pico-decoder-medium,0.1813339256545433,0.4655637613454091,96,6.0,0.1293394925434918,,181095168
12033
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11,96,0.0234536379250779,0.0006992992969193,0.0157727340945036,pico-lm/pico-decoder-medium,0.2308395600143251,0.3850276854265765,96,14.0,0.10160146693929953,,181095168
12034
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11,96,0.0234536379250779,0.0006992992969193,0.0157727340945036,pico-lm/pico-decoder-medium,,,96,,,,181095168
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12035
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11,96,0.053375588273457,0.0257640645059056,0.0355108268587678,pico-lm/pico-decoder-medium,0.2548002963391902,0.3701783774871006,96,18.0,0.20948008711262803,,181095168
12036
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11,96,0.053375588273457,0.0257640645059056,0.0355108268587678,pico-lm/pico-decoder-medium,0.2279850749136573,0.3601401130090842,96,18.0,0.234118782967137,,181095168
12037
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11,96,0.053375588273457,0.0257640645059056,0.0355108268587678,pico-lm/pico-decoder-medium,,,96,,,,181095168
@@ -12452,6 +12473,27 @@ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a6
12452
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11+,96,0.0074735642140843,0.0073290809158157,0.0049204773284384,pico-lm/pico-decoder-medium,0.2554415519159778,0.4145541063616372,96,13.0,0.02925743348342393,,181095168
12453
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11+,96,0.0074735642140843,0.0073290809158157,0.0049204773284384,pico-lm/pico-decoder-medium,0.2689205426889778,0.3767189357064719,96,22.0,0.027790975502856658,,181095168
12454
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11+,96,0.0074735642140843,0.0073290809158157,0.0049204773284384,pico-lm/pico-decoder-medium,0.2821380444353854,0.6689092985587908,96,3.0,0.02648903386652585,,181095168
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12455
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11+,96,0.0527557376013444,0.0319631548543192,0.0353064884188976,pico-lm/pico-decoder-medium,0.314108131466382,0.3964581437125382,96,26.0,0.16795406522925588,,181095168
12456
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11+,96,0.0527557376013444,0.0319631548543192,0.0353064884188976,pico-lm/pico-decoder-medium,0.2705556528348375,0.3642431977287083,96,26.0,0.19499033580920777,,181095168
12457
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11+,96,0.0527557376013444,0.0319631548543192,0.0353064884188976,pico-lm/pico-decoder-medium,0.2308442767308776,0.5027731338011492,96,6.0,0.22853387724594962,,181095168
@@ -12872,6 +12914,27 @@ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a6
12872
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-9,96,0.0340758855645913,0.0140457013919173,0.0227138915505477,pico-lm/pico-decoder-medium,0.1905998760341399,0.4706821046870511,96,6.0,0.17878230706974693,0.008728626502912,181095168
12873
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-9,96,0.0340758855645913,0.0140457013919173,0.0227138915505477,pico-lm/pico-decoder-medium,0.2398900357237567,0.4061228537786248,96,12.0,0.14204794068158416,0.008728626502912,181095168
12874
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-9,96,0.0340758855645913,0.0140457013919173,0.0227138915505477,pico-lm/pico-decoder-medium,,,96,,,0.008728626502912,181095168
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12875
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-9,96,0.047579833911489,0.0308919339674725,0.0317136337223844,pico-lm/pico-decoder-medium,0.2747332208348838,0.4035457632108716,96,15.0,0.17318558624581026,0.008728626502912,181095168
12876
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-9,96,0.047579833911489,0.0308919339674725,0.0317136337223844,pico-lm/pico-decoder-medium,0.2310320194465736,0.3822208567892396,96,15.0,0.20594476049451615,0.008728626502912,181095168
12877
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-9,96,0.047579833911489,0.0308919339674725,0.0317136337223844,pico-lm/pico-decoder-medium,0.172549635549552,0.5448105799376589,96,4.0,0.2757457803950287,0.008728626502912,181095168
@@ -13292,6 +13355,27 @@ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a6
13292
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11,72,-0.005927883316636,-0.020950844594172,-0.0041227578561169,pico-lm/pico-decoder-medium,0.3574673026345345,0.5738243683644323,72,6.0,-0.016583008496014857,,181095168
13293
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11,72,-0.005927883316636,-0.020950844594172,-0.0041227578561169,pico-lm/pico-decoder-medium,0.331668020957134,0.4668484085860235,72,13.0,-0.01787294204466623,,181095168
13294
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11,72,-0.005927883316636,-0.020950844594172,-0.0041227578561169,pico-lm/pico-decoder-medium,,,72,,,,181095168
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13295
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11,72,-0.0177246376669432,-0.0112552970003807,-0.011868471100576,pico-lm/pico-decoder-medium,0.3993101988845712,0.4798204948864638,72,20.0,-0.04438814164139812,,181095168
13296
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11,72,-0.0177246376669432,-0.0112552970003807,-0.011868471100576,pico-lm/pico-decoder-medium,0.3121736477549247,0.4191977106934982,72,20.0,-0.056778135484575304,,181095168
13297
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11,72,-0.0177246376669432,-0.0112552970003807,-0.011868471100576,pico-lm/pico-decoder-medium,,,72,,,,181095168
@@ -13712,6 +13796,27 @@ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a6
13712
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11+,72,-0.0068037887511179,-0.0161304257781509,-0.0041105077956322,pico-lm/pico-decoder-medium,0.3860066041838577,0.529208283634011,72,10.0,-0.017626094158423276,,181095168
13713
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11+,72,-0.0068037887511179,-0.0161304257781509,-0.0041105077956322,pico-lm/pico-decoder-medium,0.3905827447750606,0.4695397128135383,72,22.0,-0.017419583538018944,,181095168
13714
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11+,72,-0.0068037887511179,-0.0161304257781509,-0.0041105077956322,pico-lm/pico-decoder-medium,0.2731807870321323,0.6611824419010607,72,3.0,-0.024905809903525974,,181095168
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13715
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11+,72,-0.0257778664745395,-0.010243728426498,-0.0174593987057811,pico-lm/pico-decoder-medium,0.4648549925979245,0.5191884250463603,72,27.0,-0.05545356484282405,,181095168
13716
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11+,72,-0.0257778664745395,-0.010243728426498,-0.0174593987057811,pico-lm/pico-decoder-medium,0.3607753863602538,0.4344472794225748,72,27.0,-0.07145128922070892,,181095168
13717
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11+,72,-0.0257778664745395,-0.010243728426498,-0.0174593987057811,pico-lm/pico-decoder-medium,0.2701507326745129,0.5031891448253406,72,7.0,-0.09542030931893708,,181095168
@@ -14132,6 +14237,27 @@ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a6
14132
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-9,72,-0.0030450299204433,-0.0170582870600848,-0.002042085082795,pico-lm/pico-decoder-medium,0.3097225628970646,0.4911479423804186,72,9.0,-0.009831475924649722,0.0084082983710845,181095168
14133
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-9,72,-0.0030450299204433,-0.0170582870600848,-0.002042085082795,pico-lm/pico-decoder-medium,0.359916102571118,0.470470253074888,72,15.0,-0.00846038812570664,0.0084082983710845,181095168
14134
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-9,72,-0.0030450299204433,-0.0170582870600848,-0.002042085082795,pico-lm/pico-decoder-medium,,,72,,,0.0084082983710845,181095168
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
14135
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-9,72,-0.0160780139520691,-0.0090918389006451,-0.0108572286075662,pico-lm/pico-decoder-medium,0.3876120540238347,0.4693133418328114,72,21.0,-0.04147965416751576,0.0084082983710845,181095168
14136
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-9,72,-0.0160780139520691,-0.0090918389006451,-0.0108572286075662,pico-lm/pico-decoder-medium,0.3244442017562412,0.4204116287264445,72,21.0,-0.049555559523140134,0.0084082983710845,181095168
14137
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-9,72,-0.0160780139520691,-0.0090918389006451,-0.0108572286075662,pico-lm/pico-decoder-medium,0.1941782954852847,0.6267669897405188,72,3.0,-0.08280026308752685,0.0084082983710845,181095168
 
12032
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11,96,0.0234536379250779,0.0006992992969193,0.0157727340945036,pico-lm/pico-decoder-medium,0.1813339256545433,0.4655637613454091,96,6.0,0.1293394925434918,,181095168
12033
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11,96,0.0234536379250779,0.0006992992969193,0.0157727340945036,pico-lm/pico-decoder-medium,0.2308395600143251,0.3850276854265765,96,14.0,0.10160146693929953,,181095168
12034
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11,96,0.0234536379250779,0.0006992992969193,0.0157727340945036,pico-lm/pico-decoder-medium,,,96,,,,181095168
12035
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.2548002963391902,0.3701783774871006,96,18.0,0.0818453182018296,,181095168
12036
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.2279850749136573,0.3601401130090842,96,18.0,0.0914718270031467,,181095168
12037
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,,,96,,,,181095168
12038
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.1565862583172887,0.4602972328898755,96,6.0,0.13318034133969076,,181095168
12039
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.2278116265397657,0.3850484889783701,96,14.0,0.09154147068152946,,181095168
12040
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,,,96,,,,181095168
12041
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.220080662319531,0.3525762415276181,96,18.0,0.09475712728237641,,181095168
12042
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,,,96,,,,181095168
12043
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.1764173556272718,0.4582390344408565,96,6.0,0.11820952228680677,,181095168
12044
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.2142444916560536,0.374083748962977,96,14.0,0.0973383780866613,,181095168
12045
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,,,96,,,,181095168
12046
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.1645027725097265,0.3201106308594739,96,18.0,0.1267711845438256,,181095168
12047
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,,,96,,,,181095168
12048
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.13600216244736,0.4432614916600941,96,6.0,0.15333735108714305,,181095168
12049
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.1562605567391004,0.3404265959007954,96,14.0,0.13345793568763883,,181095168
12050
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,,,96,,,,181095168
12051
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.2308841779400448,0.3617295908448317,96,18.0,0.09032325869127703,,181095168
12052
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,,,96,,,,181095168
12053
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.1813339256545433,0.4655637613454091,96,6.0,0.11500446624384322,,181095168
12054
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,0.2308395600143251,0.3850276854265765,96,14.0,0.09034071686199437,,181095168
12055
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11,96,0.0208542113318015,-0.0094764921056524,0.014051634899928,pico-lm/pico-decoder-medium,,,96,,,,181095168
12056
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11,96,0.053375588273457,0.0257640645059056,0.0355108268587678,pico-lm/pico-decoder-medium,0.2548002963391902,0.3701783774871006,96,18.0,0.20948008711262803,,181095168
12057
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11,96,0.053375588273457,0.0257640645059056,0.0355108268587678,pico-lm/pico-decoder-medium,0.2279850749136573,0.3601401130090842,96,18.0,0.234118782967137,,181095168
12058
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11,96,0.053375588273457,0.0257640645059056,0.0355108268587678,pico-lm/pico-decoder-medium,,,96,,,,181095168
 
12473
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11+,96,0.0074735642140843,0.0073290809158157,0.0049204773284384,pico-lm/pico-decoder-medium,0.2554415519159778,0.4145541063616372,96,13.0,0.02925743348342393,,181095168
12474
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11+,96,0.0074735642140843,0.0073290809158157,0.0049204773284384,pico-lm/pico-decoder-medium,0.2689205426889778,0.3767189357064719,96,22.0,0.027790975502856658,,181095168
12475
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-11+,96,0.0074735642140843,0.0073290809158157,0.0049204773284384,pico-lm/pico-decoder-medium,0.2821380444353854,0.6689092985587908,96,3.0,0.02648903386652585,,181095168
12476
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.314108131466382,0.3964581437125382,96,26.0,0.06800635123541536,,181095168
12477
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2705556528348375,0.3642431977287083,96,26.0,0.07895361893415317,,181095168
12478
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2308442767308776,0.5027731338011492,96,6.0,0.09253574841409754,,181095168
12479
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2429622745414402,0.4040507763717125,96,13.0,0.08792043108223108,,181095168
12480
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2615787769940795,0.3690957744100662,96,22.0,0.08166315386850473,,181095168
12481
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2439637212145525,0.6526720804025842,96,3.0,0.08755952650688044,,181095168
12482
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2531740475255705,0.3516576398038648,96,26.0,0.08437416126645172,,181095168
12483
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2234973520937096,0.4915344382774501,96,6.0,0.09557763308733187,,181095168
12484
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2281008502503706,0.3935842656544344,96,13.0,0.09364869920895041,,181095168
12485
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2423230591570492,0.3556351106634422,96,22.0,0.08815235326225616,,181095168
12486
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2119846354683958,0.6275342832709674,96,3.0,0.10076837817610372,,181095168
12487
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2046121417201228,0.3227023386541626,96,26.0,0.10439921959089682,,181095168
12488
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2076477439726877,0.4922204918095177,96,6.0,0.1028730074583064,,181095168
12489
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2063341204120783,0.3861898110304445,96,13.0,0.10352794715552222,,181095168
12490
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2057691179507523,0.3364325859501629,96,22.0,0.103812215006507,,181095168
12491
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2190814244446995,0.6468948535078846,96,3.0,0.09750414928397924,,181095168
12492
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2833702875962848,0.3740306140982071,96,26.0,0.07538316065386547,,181095168
12493
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2482842276246759,0.5124600524923634,96,6.0,0.08603586348905792,,181095168
12494
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2554415519159778,0.4145541063616372,96,13.0,0.08362518844009048,,181095168
12495
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2689205426889778,0.3767189357064719,96,22.0,0.07943367844199406,,181095168
12496
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-11+,96,0.0213613479144028,-0.004230097774643,0.014223648614847,pico-lm/pico-decoder-medium,0.2821380444353854,0.6689092985587908,96,3.0,0.07571239801123285,,181095168
12497
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11+,96,0.0527557376013444,0.0319631548543192,0.0353064884188976,pico-lm/pico-decoder-medium,0.314108131466382,0.3964581437125382,96,26.0,0.16795406522925588,,181095168
12498
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11+,96,0.0527557376013444,0.0319631548543192,0.0353064884188976,pico-lm/pico-decoder-medium,0.2705556528348375,0.3642431977287083,96,26.0,0.19499033580920777,,181095168
12499
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-11+,96,0.0527557376013444,0.0319631548543192,0.0353064884188976,pico-lm/pico-decoder-medium,0.2308442767308776,0.5027731338011492,96,6.0,0.22853387724594962,,181095168
 
12914
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-9,96,0.0340758855645913,0.0140457013919173,0.0227138915505477,pico-lm/pico-decoder-medium,0.1905998760341399,0.4706821046870511,96,6.0,0.17878230706974693,0.008728626502912,181095168
12915
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-9,96,0.0340758855645913,0.0140457013919173,0.0227138915505477,pico-lm/pico-decoder-medium,0.2398900357237567,0.4061228537786248,96,12.0,0.14204794068158416,0.008728626502912,181095168
12916
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Phon,ses-9,96,0.0340758855645913,0.0140457013919173,0.0227138915505477,pico-lm/pico-decoder-medium,,,96,,,0.008728626502912,181095168
12917
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.2747332208348838,0.4035457632108716,96,15.0,0.05754754808922156,0.008728626502912,181095168
12918
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.2310320194465736,0.3822208567892396,96,15.0,0.0684330391760192,0.008728626502912,181095168
12919
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.172549635549552,0.5448105799376589,96,4.0,0.09162710304978822,0.008728626502912,181095168
12920
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.186486341260856,0.4742524567578923,96,6.0,0.08477952396302822,0.008728626502912,181095168
12921
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.2275632165644678,0.40242707412108,96,12.0,0.06947618106471624,0.008728626502912,181095168
12922
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,,,96,,,0.008728626502912,181095168
12923
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.2238486059820748,0.3764644723435324,96,15.0,0.07062908955067712,0.008728626502912,181095168
12924
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.1655003626724695,0.5363682042214531,96,4.0,0.09552984043298525,0.008728626502912,181095168
12925
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.1988752826463879,0.4763755265527792,96,6.0,0.07949818110787411,0.008728626502912,181095168
12926
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.216054709006797,0.396074061380242,96,12.0,0.07317694351760144,0.008728626502912,181095168
12927
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,,,96,,,0.008728626502912,181095168
12928
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.1743498320645125,0.3460137309188321,96,15.0,0.09068103508039022,0.008728626502912,181095168
12929
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.1326451074044639,0.5178829469850561,96,4.0,0.11919190648693417,0.008728626502912,181095168
12930
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.1486890463601041,0.4516948276401895,96,6.0,0.10633078646164726,0.008728626502912,181095168
12931
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.1607537546503087,0.3617032816995885,96,12.0,0.09835056899351768,0.008728626502912,181095168
12932
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,,,96,,,0.008728626502912,181095168
12933
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.2521889452471274,0.3920113044848777,96,15.0,0.06269197574147944,0.008728626502912,181095168
12934
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.1690664248112431,0.5328187068280699,96,4.0,0.09351486112842201,0.008728626502912,181095168
12935
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.1905998760341399,0.4706821046870511,96,6.0,0.08294980860779942,0.008728626502912,181095168
12936
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,0.2398900357237567,0.4061228537786248,96,12.0,0.06590612732205486,0.008728626502912,181095168
12937
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Phon,ses-9,96,0.0158102232377022,0.0027887168473994,0.0106623490069767,pico-lm/pico-decoder-medium,,,96,,,0.008728626502912,181095168
12938
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-9,96,0.047579833911489,0.0308919339674725,0.0317136337223844,pico-lm/pico-decoder-medium,0.2747332208348838,0.4035457632108716,96,15.0,0.17318558624581026,0.008728626502912,181095168
12939
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-9,96,0.047579833911489,0.0308919339674725,0.0317136337223844,pico-lm/pico-decoder-medium,0.2310320194465736,0.3822208567892396,96,15.0,0.20594476049451615,0.008728626502912,181095168
12940
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Phon,ses-9,96,0.047579833911489,0.0308919339674725,0.0317136337223844,pico-lm/pico-decoder-medium,0.172549635549552,0.5448105799376589,96,4.0,0.2757457803950287,0.008728626502912,181095168
 
13355
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11,72,-0.005927883316636,-0.020950844594172,-0.0041227578561169,pico-lm/pico-decoder-medium,0.3574673026345345,0.5738243683644323,72,6.0,-0.016583008496014857,,181095168
13356
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11,72,-0.005927883316636,-0.020950844594172,-0.0041227578561169,pico-lm/pico-decoder-medium,0.331668020957134,0.4668484085860235,72,13.0,-0.01787294204466623,,181095168
13357
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11,72,-0.005927883316636,-0.020950844594172,-0.0041227578561169,pico-lm/pico-decoder-medium,,,72,,,,181095168
13358
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.3993101988845712,0.4798204948864638,72,20.0,-0.0191488025932947,,181095168
13359
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.3121736477549247,0.4191977106934982,72,20.0,-0.024493778468875505,,181095168
13360
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,,,72,,,,181095168
13361
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.284680731671619,0.5374396183769149,72,6.0,-0.02685925431985319,,181095168
13362
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.297431102612452,0.4447818342370138,72,13.0,-0.02570784327788652,,181095168
13363
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,,,72,,,,181095168
13364
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.3303326376791762,0.4295250215994475,72,20.0,-0.02314731061892863,,181095168
13365
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,,,72,,,,181095168
13366
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.3284608952333425,0.5587448154682807,72,6.0,-0.023279216134687416,,181095168
13367
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.3118708040515567,0.4538146528006304,72,13.0,-0.024517563274906153,,181095168
13368
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,,,72,,,,181095168
13369
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.2547839491193818,0.3753426376434886,72,20.0,-0.03001096496996024,,181095168
13370
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,,,72,,,,181095168
13371
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.2825540096866539,0.5342148124961535,72,6.0,-0.027061418029103498,,181095168
13372
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.2440355631883268,0.4077131687595057,72,13.0,-0.031332778190320966,,181095168
13373
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,,,72,,,,181095168
13374
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.3393233255081646,0.4376916627272609,72,20.0,-0.022534001045990334,,181095168
13375
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,,,72,,,,181095168
13376
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.3574673026345345,0.5738243683644323,72,6.0,-0.021390242172015645,,181095168
13377
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,0.331668020957134,0.4668484085860235,72,13.0,-0.023054113416976482,,181095168
13378
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11,72,-0.0076463121719299,-0.0118231325458664,-0.0052124007362286,pico-lm/pico-decoder-medium,,,72,,,,181095168
13379
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11,72,-0.0177246376669432,-0.0112552970003807,-0.011868471100576,pico-lm/pico-decoder-medium,0.3993101988845712,0.4798204948864638,72,20.0,-0.04438814164139812,,181095168
13380
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11,72,-0.0177246376669432,-0.0112552970003807,-0.011868471100576,pico-lm/pico-decoder-medium,0.3121736477549247,0.4191977106934982,72,20.0,-0.056778135484575304,,181095168
13381
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11,72,-0.0177246376669432,-0.0112552970003807,-0.011868471100576,pico-lm/pico-decoder-medium,,,72,,,,181095168
 
13796
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11+,72,-0.0068037887511179,-0.0161304257781509,-0.0041105077956322,pico-lm/pico-decoder-medium,0.3860066041838577,0.529208283634011,72,10.0,-0.017626094158423276,,181095168
13797
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11+,72,-0.0068037887511179,-0.0161304257781509,-0.0041105077956322,pico-lm/pico-decoder-medium,0.3905827447750606,0.4695397128135383,72,22.0,-0.017419583538018944,,181095168
13798
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-11+,72,-0.0068037887511179,-0.0161304257781509,-0.0041105077956322,pico-lm/pico-decoder-medium,0.2731807870321323,0.6611824419010607,72,3.0,-0.024905809903525974,,181095168
13799
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.4648549925979245,0.5191884250463603,72,27.0,-0.013734887539553355,,181095168
13800
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3607753863602538,0.4344472794225748,72,27.0,-0.01769724678267519,,181095168
13801
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.2701507326745129,0.5031891448253406,72,7.0,-0.023633957910545254,,181095168
13802
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.327353141749535,0.4923373776555261,72,10.0,-0.01950410804493667,,181095168
13803
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3526807458022485,0.4405763284917038,72,22.0,-0.018103429579091286,,181095168
13804
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.2397789810322211,0.6551660748106343,72,3.0,-0.02662756767939735,,181095168
13805
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3711675037662363,0.4447739452335675,72,27.0,-0.01720175117904057,,181095168
13806
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3215586412017234,0.5295859296973319,72,7.0,-0.019855572910967324,,181095168
13807
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3594912445469373,0.5105565614225918,72,10.0,-0.0177604632724199,,181095168
13808
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.359065876026737,0.447871280430807,72,22.0,-0.017781503261136894,,181095168
13809
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.2731448069128405,0.6573687756151331,72,3.0,-0.023374894502642858,,181095168
13810
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3093341829144653,0.3977785324445203,72,27.0,-0.020640237640008434,,181095168
13811
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.2672849379562759,0.5019883328274123,72,7.0,-0.02388735816672488,,181095168
13812
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3129910813676884,0.4845210592110177,72,10.0,-0.020399082995057913,,181095168
13813
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3079131413164646,0.4118555887926798,72,22.0,-0.02073549384165566,,181095168
13814
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.2014614401104218,0.6380925163998938,72,3.0,-0.03169207488059702,,181095168
13815
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3978353878149797,0.4640678855474463,72,27.0,-0.01604867551023825,,181095168
13816
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3249822599256218,0.5296158371228606,72,7.0,-0.019646398689558205,,181095168
13817
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3860066041838577,0.529208283634011,72,10.0,-0.01654047100834396,,181095168
13818
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.3905827447750606,0.4695397128135383,72,22.0,-0.016346679752095583,,181095168
13819
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-11+,72,-0.0063847310455324,-0.0090390183108939,-0.0041882956797099,pico-lm/pico-decoder-medium,0.2731807870321323,0.6611824419010607,72,3.0,-0.023371815839967582,,181095168
13820
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11+,72,-0.0257778664745395,-0.010243728426498,-0.0174593987057811,pico-lm/pico-decoder-medium,0.4648549925979245,0.5191884250463603,72,27.0,-0.05545356484282405,,181095168
13821
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11+,72,-0.0257778664745395,-0.010243728426498,-0.0174593987057811,pico-lm/pico-decoder-medium,0.3607753863602538,0.4344472794225748,72,27.0,-0.07145128922070892,,181095168
13822
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-11+,72,-0.0257778664745395,-0.010243728426498,-0.0174593987057811,pico-lm/pico-decoder-medium,0.2701507326745129,0.5031891448253406,72,7.0,-0.09542030931893708,,181095168
 
14237
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-9,72,-0.0030450299204433,-0.0170582870600848,-0.002042085082795,pico-lm/pico-decoder-medium,0.3097225628970646,0.4911479423804186,72,9.0,-0.009831475924649722,0.0084082983710845,181095168
14238
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-9,72,-0.0030450299204433,-0.0170582870600848,-0.002042085082795,pico-lm/pico-decoder-medium,0.359916102571118,0.470470253074888,72,15.0,-0.00846038812570664,0.0084082983710845,181095168
14239
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@63c66cd3b6df6ff5e2886a68acdafad325f8831a,10000,,Sem,ses-9,72,-0.0030450299204433,-0.0170582870600848,-0.002042085082795,pico-lm/pico-decoder-medium,,,72,,,0.0084082983710845,181095168
14240
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.3876120540238347,0.4693133418328114,72,21.0,-0.007711347915203645,0.0084082983710845,181095168
14241
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.3244442017562412,0.4204116287264445,72,21.0,-0.009212713275579447,0.0084082983710845,181095168
14242
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.1941782954852847,0.6267669897405188,72,3.0,-0.01539312824450565,0.0084082983710845,181095168
14243
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.3021815344781232,0.4840292144666132,72,9.0,-0.00989144293633499,0.0084082983710845,181095168
14244
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.3306004346223242,0.4510106154112765,72,15.0,-0.009041159937128115,0.0084082983710845,181095168
14245
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,,,72,,,0.0084082983710845,181095168
14246
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.3307896614857308,0.4272060230785854,72,21.0,-0.009035987978824532,0.0084082983710845,181095168
14247
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.2459299754168853,0.6493450908760432,72,3.0,-0.012153912509598363,0.0084082983710845,181095168
14248
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.3095084831292705,0.4897000183423312,72,9.0,-0.009657284267249303,0.0084082983710845,181095168
14249
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.3299275835345154,0.4518457311775669,72,15.0,-0.009059598390298896,0.0084082983710845,181095168
14250
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,,,72,,,0.0084082983710845,181095168
14251
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.2760016500573657,0.3860967910339107,72,21.0,-0.010829686721377381,0.0084082983710845,181095168
14252
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.149076352948877,0.6069297916552512,72,3.0,-0.020050204781502313,0.0084082983710845,181095168
14253
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.2672492544567003,0.4645799397829749,72,9.0,-0.011184358253050915,0.0084082983710845,181095168
14254
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.2788327460685669,0.417149408069547,72,15.0,-0.010719728750831445,0.0084082983710845,181095168
14255
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,,,72,,,0.0084082983710845,181095168
14256
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.355621432109206,0.4431266333246459,72,21.0,-0.008405037308849877,0.0084082983710845,181095168
14257
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.1887548115028097,0.6176893579537401,72,3.0,-0.015835418344607374,0.0084082983710845,181095168
14258
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.3097225628970646,0.4911479423804186,72,9.0,-0.009650609166946256,0.0084082983710845,181095168
14259
+ ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@cd8069f46d2fe40350c306d28a0c0d88cd5c1012,13000,,Sem,ses-9,72,-0.0029890114047045,-0.0089478884775545,-0.0020684227128371,pico-lm/pico-decoder-medium,0.359916102571118,0.470470253074888,72,15.0,-0.008304744865128348,0.0084082983710845,181095168
14260
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14261
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-9,72,-0.0160780139520691,-0.0090918389006451,-0.0108572286075662,pico-lm/pico-decoder-medium,0.3876120540238347,0.4693133418328114,72,21.0,-0.04147965416751576,0.0084082983710845,181095168
14262
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-9,72,-0.0160780139520691,-0.0090918389006451,-0.0108572286075662,pico-lm/pico-decoder-medium,0.3244442017562412,0.4204116287264445,72,21.0,-0.049555559523140134,0.0084082983710845,181095168
14263
  ds002236,pico-decoder-medium,pico-lm/pico-decoder-medium@3b58b6ffc7765d89d6b7a1916f16f92afefad334,16000,,Sem,ses-9,72,-0.0160780139520691,-0.0090918389006451,-0.0108572286075662,pico-lm/pico-decoder-medium,0.1941782954852847,0.6267669897405188,72,3.0,-0.08280026308752685,0.0084082983710845,181095168
alignment_by_family.csv CHANGED
@@ -1,6 +1,6 @@
1
  family,params,n_checkpoints,n_rows,n_cells,rsa_mean,rsa_sd,rsa_sd_all_rows,rsa_abs_max,best_rsa,best_cell,best_step,frac_of_ceiling_mean,frac_of_ceiling_abs_max,seed_null_sd,null_max_p50,null_max_p95,best_percentile_vs_null,beats_null_max,p_equivalence_tost,equivalent_to_zero,mean_in_seed_sd
2
- pico-decoder-medium,181095168.0,20,2520,6,0.02294450905871844,0.026682908868821444,0.03466659484965793,0.1219203835656095,0.1219203835656095,Phon/ses-11,20000,0.11063894074238412,0.8964591545579219,0.008568462436998249,,,,False,0.02779446137842262,True,2.6777860354087624
3
  babylm-gpt2,134601216.0,9,1134,6,0.022880183781879265,0.03828515572570863,0.03548578856889037,0.0765583190693494,0.0765583190693494,Phon/ses-11,2990,0.11427277595849533,0.5629198660644937,0.008568462436998249,,,,False,0.0716206283896304,False,2.6702788219136755
 
4
  babylm-gpt2-7,134601216.0,9,1134,6,0.02215337875105698,0.03514033053167678,0.03430043069079853,0.0725488044358469,0.0725488044358469,Phon/ses-11,1908,0.113566073097285,0.5334386095803962,0.008568462436998249,,,,False,0.05495970042464872,False,2.5854555486407516
5
  babylm-gpt2-3,134601216.0,9,1134,6,0.021073822952594943,0.033477631086616506,0.03271759417536228,0.0665489270343041,0.0665489270343041,Phon/ses-11,1528,0.10796413084037287,0.4893225654412814,0.008568462436998249,,,,False,0.04394901350583457,True,2.4594637728233586
6
  pico-decoder-large,569808384.0,21,2646,6,0.019888696033518775,0.02711293829130748,0.03395408661261343,0.0929270504679931,0.0929270504679931,Phon/ses-9,16000,0.09921788572315103,0.7005690016491768,0.008568462436998249,,,,False,0.02087816910876206,True,2.321151102634266
 
1
  family,params,n_checkpoints,n_rows,n_cells,rsa_mean,rsa_sd,rsa_sd_all_rows,rsa_abs_max,best_rsa,best_cell,best_step,frac_of_ceiling_mean,frac_of_ceiling_abs_max,seed_null_sd,null_max_p50,null_max_p95,best_percentile_vs_null,beats_null_max,p_equivalence_tost,equivalent_to_zero,mean_in_seed_sd
 
2
  babylm-gpt2,134601216.0,9,1134,6,0.022880183781879265,0.03828515572570863,0.03548578856889037,0.0765583190693494,0.0765583190693494,Phon/ses-11,2990,0.11427277595849533,0.5629198660644937,0.008568462436998249,,,,False,0.0716206283896304,False,2.6702788219136755
3
+ pico-decoder-medium,181095168.0,21,2646,6,0.02217735567387264,0.026058329698753904,0.03411734031025682,0.1219203835656095,0.1219203835656095,Phon/ses-11,20000,0.1071286377654822,0.8964591545579219,0.008568462436998249,,,,False,0.02368181303897065,True,2.5882538246432385
4
  babylm-gpt2-7,134601216.0,9,1134,6,0.02215337875105698,0.03514033053167678,0.03430043069079853,0.0725488044358469,0.0725488044358469,Phon/ses-11,1908,0.113566073097285,0.5334386095803962,0.008568462436998249,,,,False,0.05495970042464872,False,2.5854555486407516
5
  babylm-gpt2-3,134601216.0,9,1134,6,0.021073822952594943,0.033477631086616506,0.03271759417536228,0.0665489270343041,0.0665489270343041,Phon/ses-11,1528,0.10796413084037287,0.4893225654412814,0.008568462436998249,,,,False,0.04394901350583457,True,2.4594637728233586
6
  pico-decoder-large,569808384.0,21,2646,6,0.019888696033518775,0.02711293829130748,0.03395408661261343,0.0929270504679931,0.0929270504679931,Phon/ses-9,16000,0.09921788572315103,0.7005690016491768,0.008568462436998249,,,,False,0.02087816910876206,True,2.321151102634266
control/fig_positive_control.pdf CHANGED
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seed_null_comparison.csv CHANGED
@@ -1,6 +1,6 @@
1
  family,rsa_mean,rsa_sd,mean_in_seed_sd,rsa_abs_max,null_max_p50,null_max_p95,best_percentile_vs_null,beats_null_max,frac_of_ceiling_abs_max,p_equivalence_tost,equivalent_to_zero
2
- pico-decoder-medium,0.02294450905871844,0.026682908868821444,2.6777860354087624,0.1219203835656095,,,,False,0.8964591545579219,0.02779446137842262,True
3
  babylm-gpt2,0.022880183781879265,0.03828515572570863,2.6702788219136755,0.0765583190693494,,,,False,0.5629198660644937,0.0716206283896304,False
 
4
  babylm-gpt2-7,0.02215337875105698,0.03514033053167678,2.5854555486407516,0.0725488044358469,,,,False,0.5334386095803962,0.05495970042464872,False
5
  babylm-gpt2-3,0.021073822952594943,0.033477631086616506,2.4594637728233586,0.0665489270343041,,,,False,0.4893225654412814,0.04394901350583457,True
6
  pico-decoder-large,0.019888696033518775,0.02711293829130748,2.321151102634266,0.0929270504679931,,,,False,0.7005690016491768,0.02087816910876206,True
 
1
  family,rsa_mean,rsa_sd,mean_in_seed_sd,rsa_abs_max,null_max_p50,null_max_p95,best_percentile_vs_null,beats_null_max,frac_of_ceiling_abs_max,p_equivalence_tost,equivalent_to_zero
 
2
  babylm-gpt2,0.022880183781879265,0.03828515572570863,2.6702788219136755,0.0765583190693494,,,,False,0.5629198660644937,0.0716206283896304,False
3
+ pico-decoder-medium,0.02217735567387264,0.026058329698753904,2.5882538246432385,0.1219203835656095,,,,False,0.8964591545579219,0.02368181303897065,True
4
  babylm-gpt2-7,0.02215337875105698,0.03514033053167678,2.5854555486407516,0.0725488044358469,,,,False,0.5334386095803962,0.05495970042464872,False
5
  babylm-gpt2-3,0.021073822952594943,0.033477631086616506,2.4594637728233586,0.0665489270343041,,,,False,0.4893225654412814,0.04394901350583457,True
6
  pico-decoder-large,0.019888696033518775,0.02711293829130748,2.321151102634266,0.0929270504679931,,,,False,0.7005690016491768,0.02087816910876206,True
summary.json CHANGED
@@ -2,7 +2,7 @@
2
  "dataset": "ds003604",
3
  "rdms": "within-run normalised",
4
  "n_families": 15,
5
- "n_rows": 30366,
6
  "n_cells": 6,
7
  "ceiling_lower_mean": 0.2640519731755919,
8
  "best_rsa_abs": 0.1219203835656095,
@@ -14,13 +14,13 @@
14
  "sesoi": 0.05,
15
  "scale_trend_rho": 0.0027231685616579226,
16
  "scale_trend_p": 0.9886053014613048,
17
- "var_pct_cell": 28.813513686884047,
18
- "var_pct_family": 4.445345087199388,
19
- "var_pct_residual": 66.73784806909644,
20
  "untrained_mean": 0.00265686529712964,
21
  "untrained_n": 1386,
22
- "trained_mean": 0.014544598533908723,
23
- "trained_n": 28980,
24
- "untrained_vs_trained_t": -23.769119338729393,
25
- "untrained_vs_trained_p": 3.1606675197493996e-109
26
  }
 
2
  "dataset": "ds003604",
3
  "rdms": "within-run normalised",
4
  "n_families": 15,
5
+ "n_rows": 30492,
6
  "n_cells": 6,
7
  "ceiling_lower_mean": 0.2640519731755919,
8
  "best_rsa_abs": 0.1219203835656095,
 
14
  "sesoi": 0.05,
15
  "scale_trend_rho": 0.0027231685616579226,
16
  "scale_trend_p": 0.9886053014613048,
17
+ "var_pct_cell": 28.84844892408355,
18
+ "var_pct_family": 4.356705225570854,
19
+ "var_pct_residual": 66.7915663016115,
20
  "untrained_mean": 0.00265686529712964,
21
  "untrained_n": 1386,
22
+ "trained_mean": 0.01451122056612971,
23
+ "trained_n": 29106,
24
+ "untrained_vs_trained_t": -23.714764542281713,
25
+ "untrained_vs_trained_p": 9.061269832632343e-109
26
  }
training_trend.csv CHANGED
@@ -1,5 +1,5 @@
1
  family,n_cells,trend_rho_mean,trend_rho_sd,t,p
2
- pico-decoder-medium,6,0.33659147869674183,0.4294894972622921,1.9196683034891027,0.11297671055428013
3
  pythia-1.4b-full,6,0.3022626553268001,0.391763005283375,1.8898907346135354,0.11737649229509908
4
  babylm-gpt2-7,6,0.2638888888888889,0.6024410221633195,1.0729566925018403,0.3323221661257852
5
  babylm-gpt2,6,0.23055555555555554,0.5613888201660302,1.0059756236470618,0.360599859159114
 
1
  family,n_cells,trend_rho_mean,trend_rho_sd,t,p
2
+ pico-decoder-medium,6,0.34480519480519484,0.43654429624484786,1.934733302436656,0.11081607395354846
3
  pythia-1.4b-full,6,0.3022626553268001,0.391763005283375,1.8898907346135354,0.11737649229509908
4
  babylm-gpt2-7,6,0.2638888888888889,0.6024410221633195,1.0729566925018403,0.3323221661257852
5
  babylm-gpt2,6,0.23055555555555554,0.5613888201660302,1.0059756236470618,0.360599859159114