ds006239 (whole-brain): alignment results (control gate: fail)
Browse files- README.md +55 -23
- alignment_by_cell.csv +120 -120
- alignment_by_checkpoint.csv +0 -0
- alignment_by_family.csv +15 -15
- ceilings_ds006239.csv +72 -40
- control/control_by_cell.csv +38 -38
- control/control_summary.csv +5 -5
- control/dimensionality_summary.json +1 -1
- control/fig_positive_control.pdf +0 -0
- control/fig_positive_control.png +2 -2
- control/rdm_dimensionality.csv +8 -8
- control/summary.json +6 -6
- fig_corrected_family.pdf +0 -0
- fig_corrected_family.png +2 -2
- fig_corrected_null_checks.pdf +0 -0
- fig_corrected_null_checks.png +2 -2
- fig_corrected_scale_ladder.pdf +0 -0
- fig_corrected_scale_ladder.png +2 -2
- fig_corrected_trajectory.pdf +0 -0
- fig_corrected_trajectory.png +2 -2
- scale_ladder.csv +5 -5
- seed_null_comparison.csv +15 -15
- summary.json +16 -16
- training_trend.csv +15 -15
README.md
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Measured cause, from `control/`:
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- RDM effective rank: **
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Note that this is NOT ds003604's failure mode. There, the RDM
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## What was built
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-
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shared by that cell's subjects, with voxel patterns z-scored **within
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run** before aggregation (without that, the RDM measures scanner drift
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rather than language) and an inter-subject noise ceiling.
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| task | session | n_stim | ceiling_lower | ceiling_upper | ceiling_n |
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|:---------|:----------|---------:|----------------:|----------------:|------------:|
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| Orth | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
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| Orth | ses-11 | 96 | 0.528729 | 0.623085 | 11 |
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| Phon | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
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| Sem | ses-11 | 72 | 0.185478 | 0.586945 | 3 |
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| SemLocal | ses-11+ | 48 | 0.208521 | 0.601744 | 3 |
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| SemLocal | ses-11 | 48 | 0.216461 | 0.607091 | 3 |
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| Orth | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
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| Orth | ses-11 | 96 | 0.508439 | 0.645119 | 7 |
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| Phon | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
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@@ -92,6 +108,14 @@ rather than language) and an inter-subject noise ceiling.
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| Sem | ses-11 | 72 | 0.185478 | 0.586945 | 3 |
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| SemLocal | ses-11+ | 48 | 0.208521 | 0.601744 | 3 |
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| SemLocal | ses-11 | 48 | 0.216461 | 0.607091 | 3 |
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| Orth | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
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| Orth | ses-11 | 96 | 0.508439 | 0.645119 | 7 |
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| Phon | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
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@@ -108,6 +132,14 @@ rather than language) and an inter-subject noise ceiling.
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| Sem | ses-11 | 72 | 0.185478 | 0.586945 | 3 |
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| SemLocal | ses-11+ | 48 | 0.208521 | 0.601744 | 3 |
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| SemLocal | ses-11 | 48 | 0.216461 | 0.607091 | 3 |
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| Orth | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
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| Orth | ses-11 | 96 | 0.508439 | 0.645119 | 7 |
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| Phon | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
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@@ -125,35 +157,35 @@ rather than language) and an inter-subject noise ceiling.
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| SemLocal | ses-11+ | 48 | 0.208521 | 0.601744 | 3 |
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| SemLocal | ses-11 | 48 | 0.216461 | 0.607091 | 3 |
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-
Model grid: **15 families**,
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|---|---|
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| mean noise ceiling | 0.
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| best alignment anywhere | 0.
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| as a fraction of ceiling |
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| families equivalent to zero (TOST ±0.05) |
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| Pythia scale trend | ρ = -0.
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### Per family
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| family | n_checkpoints | rsa_mean | rsa_sd | rsa_abs_max | frac_of_ceiling_abs_max | p_equivalence_tost |
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|:----------------------|----------------:|-----------:|---------:|--------------:|--------------------------:|---------------------:|
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-
| pico-decoder-
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-
| pico-decoder-
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| pico-decoder-medium | 21 | 0.
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-
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-
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| pythia-410m-full | 21 | -0.
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| beetle-humanscale-eng | 18 | -0.
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-
| beetle-fineweb3-eng | 19 | -0.
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| pythia-1b-full | 21 | -0.
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| 152 |
-
| pythia-
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-
| pythia-
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-
| babylm-gpt2-
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| babylm-gpt2-3 | 9 | -0.
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| babylm-gpt2-
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## Dataset-specific notes
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| 159 |
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| 30 |
|
| 31 |
Measured cause, from `control/`:
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| 32 |
|
| 33 |
+
- RDM effective rank: **60** of 84 stimuli
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| 34 |
|
| 35 |
|
| 36 |
Note that this is NOT ds003604's failure mode. There, the RDM
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| 46 |
## What was built
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| 47 |
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| 48 |
+
104 task × session cells, each an RDM over the stimuli
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| 49 |
shared by that cell's subjects, with voxel patterns z-scored **within
|
| 50 |
run** before aggregation (without that, the RDM measures scanner drift
|
| 51 |
rather than language) and an inter-subject noise ceiling.
|
| 52 |
|
| 53 |
| task | session | n_stim | ceiling_lower | ceiling_upper | ceiling_n |
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| 54 |
|:---------|:----------|---------:|----------------:|----------------:|------------:|
|
| 55 |
+
| Orth | ses-11+ | 96 | 0.564185 | 0.609668 | 26 |
|
| 56 |
+
| Orth | ses-11 | 96 | 0.532946 | 0.583661 | 24 |
|
| 57 |
+
| Phon | ses-11+ | 96 | 0.564185 | 0.609668 | 26 |
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| 58 |
+
| Phon | ses-11 | 96 | 0.532946 | 0.583661 | 24 |
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| 59 |
+
| Sem | ses-11+ | 72 | 0.404885 | 0.472482 | 26 |
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| 60 |
+
| Sem | ses-11 | 72 | 0.346074 | 0.424301 | 24 |
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| 61 |
+
| SemLocal | ses-11+ | 48 | 0.30526 | 0.382288 | 27 |
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| 62 |
+
| SemLocal | ses-11 | 48 | 0.248481 | 0.348958 | 21 |
|
| 63 |
| Orth | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
|
| 64 |
| Orth | ses-11 | 96 | 0.528729 | 0.623085 | 11 |
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| 65 |
| Phon | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
|
|
|
|
| 84 |
| Sem | ses-11 | 72 | 0.185478 | 0.586945 | 3 |
|
| 85 |
| SemLocal | ses-11+ | 48 | 0.208521 | 0.601744 | 3 |
|
| 86 |
| SemLocal | ses-11 | 48 | 0.216461 | 0.607091 | 3 |
|
| 87 |
+
| Orth | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
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| 88 |
+
| Orth | ses-11 | 96 | 0.528729 | 0.623085 | 11 |
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| 89 |
+
| Phon | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
|
| 90 |
+
| Phon | ses-11 | 96 | 0.528729 | 0.623085 | 11 |
|
| 91 |
+
| Sem | ses-11+ | 72 | 0.406367 | 0.505072 | 14 |
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| 92 |
+
| Sem | ses-11 | 72 | 0.323461 | 0.459302 | 11 |
|
| 93 |
+
| SemLocal | ses-11+ | 48 | 0.291045 | 0.420374 | 14 |
|
| 94 |
+
| SemLocal | ses-11 | 48 | 0.24001 | 0.415411 | 10 |
|
| 95 |
| Orth | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
|
| 96 |
| Orth | ses-11 | 96 | 0.508439 | 0.645119 | 7 |
|
| 97 |
| Phon | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
|
|
|
|
| 108 |
| Sem | ses-11 | 72 | 0.185478 | 0.586945 | 3 |
|
| 109 |
| SemLocal | ses-11+ | 48 | 0.208521 | 0.601744 | 3 |
|
| 110 |
| SemLocal | ses-11 | 48 | 0.216461 | 0.607091 | 3 |
|
| 111 |
+
| Orth | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
|
| 112 |
+
| Orth | ses-11 | 96 | 0.528729 | 0.623085 | 11 |
|
| 113 |
+
| Phon | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
|
| 114 |
+
| Phon | ses-11 | 96 | 0.528729 | 0.623085 | 11 |
|
| 115 |
+
| Sem | ses-11+ | 72 | 0.406367 | 0.505072 | 14 |
|
| 116 |
+
| Sem | ses-11 | 72 | 0.323461 | 0.459302 | 11 |
|
| 117 |
+
| SemLocal | ses-11+ | 48 | 0.291045 | 0.420374 | 14 |
|
| 118 |
+
| SemLocal | ses-11 | 48 | 0.24001 | 0.415411 | 10 |
|
| 119 |
| Orth | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
|
| 120 |
| Orth | ses-11 | 96 | 0.508439 | 0.645119 | 7 |
|
| 121 |
| Phon | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
|
|
|
|
| 132 |
| Sem | ses-11 | 72 | 0.185478 | 0.586945 | 3 |
|
| 133 |
| SemLocal | ses-11+ | 48 | 0.208521 | 0.601744 | 3 |
|
| 134 |
| SemLocal | ses-11 | 48 | 0.216461 | 0.607091 | 3 |
|
| 135 |
+
| Orth | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
|
| 136 |
+
| Orth | ses-11 | 96 | 0.528729 | 0.623085 | 11 |
|
| 137 |
+
| Phon | ses-11+ | 96 | 0.55434 | 0.628729 | 14 |
|
| 138 |
+
| Phon | ses-11 | 96 | 0.528729 | 0.623085 | 11 |
|
| 139 |
+
| Sem | ses-11+ | 72 | 0.406367 | 0.505072 | 14 |
|
| 140 |
+
| Sem | ses-11 | 72 | 0.323461 | 0.459302 | 11 |
|
| 141 |
+
| SemLocal | ses-11+ | 48 | 0.291045 | 0.420374 | 14 |
|
| 142 |
+
| SemLocal | ses-11 | 48 | 0.24001 | 0.415411 | 10 |
|
| 143 |
| Orth | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
|
| 144 |
| Orth | ses-11 | 96 | 0.508439 | 0.645119 | 7 |
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| 145 |
| Phon | ses-11+ | 96 | 0.552402 | 0.707302 | 5 |
|
|
|
|
| 157 |
| SemLocal | ses-11+ | 48 | 0.208521 | 0.601744 | 3 |
|
| 158 |
| SemLocal | ses-11 | 48 | 0.216461 | 0.607091 | 3 |
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| 159 |
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| 160 |
+
Model grid: **15 families**, 27248 alignment rows across 8 cells.
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| 162 |
| | |
|
| 163 |
|---|---|
|
| 164 |
+
| mean noise ceiling | 0.398 |
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| 165 |
+
| best alignment anywhere | 0.0734 |
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| 166 |
+
| as a fraction of ceiling | 31.8% |
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| 167 |
+
| families equivalent to zero (TOST ±0.05) | 12/15 |
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| 168 |
+
| Pythia scale trend | ρ = -0.175, p = 0.28 |
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| 169 |
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| 170 |
### Per family
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| 171 |
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| family | n_checkpoints | rsa_mean | rsa_sd | rsa_abs_max | frac_of_ceiling_abs_max | p_equivalence_tost |
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| 173 |
|:----------------------|----------------:|-----------:|---------:|--------------:|--------------------------:|---------------------:|
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| 174 |
+
| pico-decoder-small | 21 | 0.0068 | 0.0162 | 0.0681 | 0.3145 | 0.0001 |
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| 175 |
+
| pico-decoder-tiny | 21 | 0.0065 | 0.0095 | 0.0591 | 0.2836 | 0 |
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| 176 |
+
| pico-decoder-large | 21 | 0.0027 | 0.0127 | 0.0543 | 0.251 | 0 |
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| 177 |
+
| pico-decoder-medium | 21 | 0.0016 | 0.0136 | 0.0645 | 0.2979 | 0 |
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| 178 |
+
| pythia-70m-full | 21 | 0.0012 | 0.0187 | 0.0688 | 0.3177 | 0.0001 |
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| 179 |
+
| babylm-gpt2 | 9 | -0.0017 | 0.0078 | 0.0341 | 0.1361 | 0 |
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| 180 |
+
| pythia-410m-full | 21 | -0.0021 | 0.0136 | 0.0591 | 0.2833 | 0 |
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| 181 |
+
| beetle-humanscale-eng | 18 | -0.0022 | 0.0105 | 0.0358 | 0.1654 | 0 |
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| 182 |
+
| beetle-fineweb3-eng | 19 | -0.0067 | 0.0072 | 0.0546 | 0.2618 | 0 |
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| 183 |
+
| pythia-1b-full | 21 | -0.0081 | 0.0063 | 0.0466 | 0.2077 | 0 |
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| 184 |
+
| pythia-160m-full | 21 | -0.0106 | 0.0088 | 0.0468 | 0.21 | 0 |
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| 185 |
+
| pythia-1.4b-full | 21 | -0.0111 | 0.0094 | 0.0682 | 0.2591 | 0 |
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| 186 |
+
| babylm-gpt2-5 | 9 | -0.0301 | 0.0301 | 0.0692 | 0.1748 | 0.052 |
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| 187 |
+
| babylm-gpt2-3 | 9 | -0.0302 | 0.0303 | 0.0714 | 0.1805 | 0.053 |
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| 188 |
+
| babylm-gpt2-7 | 9 | -0.0303 | 0.0304 | 0.0734 | 0.1856 | 0.0547 |
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## Dataset-specific notes
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alignment_by_cell.csv
CHANGED
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@@ -1,121 +1,121 @@
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family,task,session,n_checkpoints,rsa_mean,rsa_sd,rsa_min,rsa_max,ceiling,seed_null_sd,frac_of_ceiling_max,mean_in_seed_sd
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babylm-gpt2,Orth,ses-11,
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babylm-gpt2,Orth,ses-11+,
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babylm-gpt2,Phon,ses-11,
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babylm-gpt2,Phon,ses-11+,
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babylm-gpt2,Sem,ses-11,
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-
babylm-gpt2,Sem,ses-11+,
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babylm-gpt2,SemLocal,ses-11,
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-
babylm-gpt2,SemLocal,ses-11+,
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-
babylm-gpt2-3,Orth,ses-11,
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-
babylm-gpt2-3,Orth,ses-11+,
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-
babylm-gpt2-3,Phon,ses-11,
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-
babylm-gpt2-3,Phon,ses-11+,
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-
babylm-gpt2-3,Sem,ses-11,
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-
babylm-gpt2-3,Sem,ses-11+,
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| 16 |
-
babylm-gpt2-3,SemLocal,ses-11,
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| 17 |
-
babylm-gpt2-3,SemLocal,ses-11+,
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-
babylm-gpt2-5,Orth,ses-11,
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-
babylm-gpt2-5,Orth,ses-11+,
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-
babylm-gpt2-5,Phon,ses-11,
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-
babylm-gpt2-5,Phon,ses-11+,
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-
babylm-gpt2-5,Sem,ses-11,
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-
babylm-gpt2-5,Sem,ses-11+,
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-
babylm-gpt2-5,SemLocal,ses-11,
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| 25 |
-
babylm-gpt2-5,SemLocal,ses-11+,
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-
babylm-gpt2-7,Orth,ses-11,
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-
babylm-gpt2-7,Orth,ses-11+,
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babylm-gpt2-7,Phon,ses-11,
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-
babylm-gpt2-7,Phon,ses-11+,
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-
babylm-gpt2-7,Sem,ses-11,
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-
babylm-gpt2-7,Sem,ses-11+,
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babylm-gpt2-7,SemLocal,ses-11,
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-
babylm-gpt2-7,SemLocal,ses-11+,
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-
beetle-fineweb3-eng,Orth,ses-11,
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beetle-fineweb3-eng,Orth,ses-11+,
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beetle-fineweb3-eng,Phon,ses-11,
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-
beetle-fineweb3-eng,Phon,ses-11+,
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beetle-fineweb3-eng,Sem,ses-11,
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beetle-fineweb3-eng,Sem,ses-11+,
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beetle-fineweb3-eng,SemLocal,ses-11,
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beetle-fineweb3-eng,SemLocal,ses-11+,
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beetle-humanscale-eng,Orth,ses-11,
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beetle-humanscale-eng,Orth,ses-11+,
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beetle-humanscale-eng,Phon,ses-11,
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beetle-humanscale-eng,Phon,ses-11+,
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beetle-humanscale-eng,Sem,ses-11,
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beetle-humanscale-eng,Sem,ses-11+,
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beetle-humanscale-eng,SemLocal,ses-11,
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| 49 |
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beetle-humanscale-eng,SemLocal,ses-11+,
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| 50 |
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pico-decoder-large,Orth,ses-11,
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pico-decoder-large,Orth,ses-11+,
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pico-decoder-large,Phon,ses-11,
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-
pico-decoder-large,Phon,ses-11+,
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pico-decoder-large,Sem,ses-11,
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pico-decoder-large,Sem,ses-11+,
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pico-decoder-large,SemLocal,ses-11,
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pico-decoder-large,SemLocal,ses-11+,
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pico-decoder-medium,Orth,ses-11,
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pico-decoder-medium,Orth,ses-11+,
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pico-decoder-medium,Phon,ses-11,
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-
pico-decoder-medium,Phon,ses-11+,
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pico-decoder-medium,Sem,ses-11,
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pico-decoder-medium,Sem,ses-11+,
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pico-decoder-medium,SemLocal,ses-11,
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pico-decoder-medium,SemLocal,ses-11+,
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pico-decoder-small,Orth,ses-11,
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pico-decoder-small,Orth,ses-11+,
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pico-decoder-small,Phon,ses-11,
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pico-decoder-small,Phon,ses-11+,
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pico-decoder-small,Sem,ses-11,
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pico-decoder-small,Sem,ses-11+,
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pico-decoder-small,SemLocal,ses-11,
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| 73 |
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pico-decoder-small,SemLocal,ses-11+,
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| 74 |
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pico-decoder-tiny,Orth,ses-11,
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pico-decoder-tiny,Orth,ses-11+,
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pico-decoder-tiny,Phon,ses-11,
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pico-decoder-tiny,Phon,ses-11+,
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pico-decoder-tiny,Sem,ses-11,
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| 79 |
-
pico-decoder-tiny,Sem,ses-11+,
|
| 80 |
-
pico-decoder-tiny,SemLocal,ses-11,
|
| 81 |
-
pico-decoder-tiny,SemLocal,ses-11+,
|
| 82 |
-
pythia-1.4b-full,Orth,ses-11,
|
| 83 |
-
pythia-1.4b-full,Orth,ses-11+,
|
| 84 |
-
pythia-1.4b-full,Phon,ses-11,
|
| 85 |
-
pythia-1.4b-full,Phon,ses-11+,
|
| 86 |
-
pythia-1.4b-full,Sem,ses-11,
|
| 87 |
-
pythia-1.4b-full,Sem,ses-11+,
|
| 88 |
-
pythia-1.4b-full,SemLocal,ses-11,
|
| 89 |
-
pythia-1.4b-full,SemLocal,ses-11+,
|
| 90 |
-
pythia-160m-full,Orth,ses-11,
|
| 91 |
-
pythia-160m-full,Orth,ses-11+,
|
| 92 |
-
pythia-160m-full,Phon,ses-11,
|
| 93 |
-
pythia-160m-full,Phon,ses-11+,
|
| 94 |
-
pythia-160m-full,Sem,ses-11,
|
| 95 |
-
pythia-160m-full,Sem,ses-11+,
|
| 96 |
-
pythia-160m-full,SemLocal,ses-11,
|
| 97 |
-
pythia-160m-full,SemLocal,ses-11+,
|
| 98 |
-
pythia-1b-full,Orth,ses-11,
|
| 99 |
-
pythia-1b-full,Orth,ses-11+,
|
| 100 |
-
pythia-1b-full,Phon,ses-11,
|
| 101 |
-
pythia-1b-full,Phon,ses-11+,
|
| 102 |
-
pythia-1b-full,Sem,ses-11,
|
| 103 |
-
pythia-1b-full,Sem,ses-11+,
|
| 104 |
-
pythia-1b-full,SemLocal,ses-11,
|
| 105 |
-
pythia-1b-full,SemLocal,ses-11+,
|
| 106 |
-
pythia-410m-full,Orth,ses-11,
|
| 107 |
-
pythia-410m-full,Orth,ses-11+,
|
| 108 |
-
pythia-410m-full,Phon,ses-11,
|
| 109 |
-
pythia-410m-full,Phon,ses-11+,
|
| 110 |
-
pythia-410m-full,Sem,ses-11,
|
| 111 |
-
pythia-410m-full,Sem,ses-11+,
|
| 112 |
-
pythia-410m-full,SemLocal,ses-11,
|
| 113 |
-
pythia-410m-full,SemLocal,ses-11+,
|
| 114 |
-
pythia-70m-full,Orth,ses-11,
|
| 115 |
-
pythia-70m-full,Orth,ses-11+,
|
| 116 |
-
pythia-70m-full,Phon,ses-11,
|
| 117 |
-
pythia-70m-full,Phon,ses-11+,
|
| 118 |
-
pythia-70m-full,Sem,ses-11,
|
| 119 |
-
pythia-70m-full,Sem,ses-11+,
|
| 120 |
-
pythia-70m-full,SemLocal,ses-11,
|
| 121 |
-
pythia-70m-full,SemLocal,ses-11+,
|
|
|
|
| 1 |
family,task,session,n_checkpoints,rsa_mean,rsa_sd,rsa_min,rsa_max,ceiling,seed_null_sd,frac_of_ceiling_max,mean_in_seed_sd
|
| 2 |
+
babylm-gpt2,Orth,ses-11,117,-0.011358392576788398,0.013483930053411402,-0.0340729619675139,0.0027258208795788,0.5329455849277736,,0.005114632631675167,
|
| 3 |
+
babylm-gpt2,Orth,ses-11+,117,-0.0032418652726364777,0.012636473895130495,-0.0260475790245784,0.0101366610844747,0.5641850854138037,,0.017966907219888535,
|
| 4 |
+
babylm-gpt2,Phon,ses-11,117,-0.011358392576788398,0.013483930053411402,-0.0340729619675139,0.0027258208795788,0.5329455849277736,,0.005114632631675167,
|
| 5 |
+
babylm-gpt2,Phon,ses-11+,117,-0.0032418652726364777,0.012636473895130495,-0.0260475790245784,0.0101366610844747,0.5641850854138037,,0.017966907219888535,
|
| 6 |
+
babylm-gpt2,Sem,ses-11,117,0.012070634307073887,0.004758588848119386,0.0091372671772433,0.0252405255001435,0.3460737803330158,,0.07293394338009469,
|
| 7 |
+
babylm-gpt2,Sem,ses-11+,117,0.004148786240400511,0.006992177221913061,-0.0024234085778207,0.0216968220625524,0.4048850519346865,,0.05358760951750916,
|
| 8 |
+
babylm-gpt2,SemLocal,ses-11,117,-0.0016395725992884446,0.009310369030285707,-0.0132545564821484,0.0169007555449524,0.248481294678638,,0.06801620849090562,
|
| 9 |
+
babylm-gpt2,SemLocal,ses-11+,117,0.0010327692323650777,0.006033882346216491,-0.00938854872097,0.0123590513300717,0.3052597540935395,,0.04048699890613345,
|
| 10 |
+
babylm-gpt2-3,Orth,ses-11,117,-0.0609966302835712,0.011058902171944239,-0.0714417824598709,-0.0313184996827249,0.5329455849277736,,-0.05876491065587733,
|
| 11 |
+
babylm-gpt2-3,Orth,ses-11+,117,-0.053099908504822275,0.008502277195921528,-0.0597866314279545,-0.0309749186200092,0.5641850854138037,,-0.054902051509019466,
|
| 12 |
+
babylm-gpt2-3,Phon,ses-11,117,-0.0609966302835712,0.011058902171944239,-0.0714417824598709,-0.0313184996827249,0.5329455849277736,,-0.05876491065587733,
|
| 13 |
+
babylm-gpt2-3,Phon,ses-11+,117,-0.053099908504822275,0.008502277195921528,-0.0597866314279545,-0.0309749186200092,0.5641850854138037,,-0.054902051509019466,
|
| 14 |
+
babylm-gpt2-3,Sem,ses-11,117,0.012443689210888823,0.005422021637510113,0.0025169663188,0.0175062694397474,0.3460737803330158,,0.05058536772968375,
|
| 15 |
+
babylm-gpt2-3,Sem,ses-11+,117,0.003912892969042089,0.007454314114449088,-0.0137716727395191,0.0122508109625676,0.4048850519346865,,0.030257503713779544,
|
| 16 |
+
babylm-gpt2-3,SemLocal,ses-11,117,-0.01606438721005332,0.0044999902775289865,-0.0269233633168896,-0.0105770039367077,0.248481294678638,,-0.042566600235993575,
|
| 17 |
+
babylm-gpt2-3,SemLocal,ses-11+,117,-0.0133872898704881,0.00815498069116219,-0.0224821490504974,0.0030980819521406,0.3052597540935395,,0.010149002318829318,
|
| 18 |
+
babylm-gpt2-5,Orth,ses-11,117,-0.06098537999841715,0.011097332102820759,-0.0691513144324644,-0.0307891819319771,0.5329455849277736,,-0.057771717793946534,
|
| 19 |
+
babylm-gpt2-5,Orth,ses-11+,117,-0.05182129388367843,0.008236249852024757,-0.0594873028499122,-0.0312451423405017,0.5641850854138037,,-0.055381014401656554,
|
| 20 |
+
babylm-gpt2-5,Phon,ses-11,117,-0.06098537999841715,0.011097332102820759,-0.0691513144324644,-0.0307891819319771,0.5329455849277736,,-0.057771717793946534,
|
| 21 |
+
babylm-gpt2-5,Phon,ses-11+,117,-0.05182129388367843,0.008236249852024757,-0.0594873028499122,-0.0312451423405017,0.5641850854138037,,-0.055381014401656554,
|
| 22 |
+
babylm-gpt2-5,Sem,ses-11,117,0.013614922588039511,0.00652866862375383,0.0010824193207848,0.0198992171905937,0.3460737803330158,,0.057499927245124774,
|
| 23 |
+
babylm-gpt2-5,Sem,ses-11+,117,0.004582799208199401,0.008312927446357947,-0.0136761546055988,0.0124062468395355,0.4048850519346865,,0.030641404962356567,
|
| 24 |
+
babylm-gpt2-5,SemLocal,ses-11,117,-0.01919106538109166,0.005696841221166817,-0.031861977327481,-0.0133711746535036,0.248481294678638,,-0.053811594433281595,
|
| 25 |
+
babylm-gpt2-5,SemLocal,ses-11+,117,-0.0145407165296098,0.007442339943755827,-0.021373649353305,0.0023431657412266,0.3052597540935395,,0.007675973363028371,
|
| 26 |
+
babylm-gpt2-7,Orth,ses-11,117,-0.06185803791734737,0.010124787606325262,-0.0734383784214201,-0.0350828823255707,0.5329455849277736,,-0.06582826336824844,
|
| 27 |
+
babylm-gpt2-7,Orth,ses-11+,117,-0.05240245498975496,0.006929397827205815,-0.0597363639343252,-0.0342101139925446,0.5641850854138037,,-0.060636331723397226,
|
| 28 |
+
babylm-gpt2-7,Phon,ses-11,117,-0.06185803791734737,0.010124787606325262,-0.0734383784214201,-0.0350828823255707,0.5329455849277736,,-0.06582826336824844,
|
| 29 |
+
babylm-gpt2-7,Phon,ses-11+,117,-0.05240245498975496,0.006929397827205815,-0.0597363639343252,-0.0342101139925446,0.5641850854138037,,-0.060636331723397226,
|
| 30 |
+
babylm-gpt2-7,Sem,ses-11,117,0.01253990704028581,0.008096287955258139,0.000386611334001,0.0208232435167593,0.3460737803330158,,0.060169954212427636,
|
| 31 |
+
babylm-gpt2-7,Sem,ses-11+,117,0.004659020422763533,0.00939940716238101,-0.0153170847012382,0.0152647275498816,0.4048850519346865,,0.03770138580552984,
|
| 32 |
+
babylm-gpt2-7,SemLocal,ses-11,117,-0.017377383966354736,0.0059948698269421735,-0.0313835485203914,-0.0117391473238495,0.248481294678638,,-0.04724358563501447,
|
| 33 |
+
babylm-gpt2-7,SemLocal,ses-11+,117,-0.013670633232192668,0.006191270819176497,-0.0231810470689768,-0.0034284137080964,0.3052597540935395,,-0.0112311356545411,
|
| 34 |
+
beetle-fineweb3-eng,Orth,ses-11,247,-0.011941499127752216,0.0169896618844543,-0.0521914646349631,0.0193540912834711,0.5329455849277736,,0.03631532342292324,
|
| 35 |
+
beetle-fineweb3-eng,Orth,ses-11+,247,-0.0033902470169117423,0.016087113046612686,-0.0304773962055899,0.0334710502673645,0.5641850854138037,,0.059326364933619306,
|
| 36 |
+
beetle-fineweb3-eng,Phon,ses-11,247,-0.011941499127752216,0.0169896618844543,-0.0521914646349631,0.0193540912834711,0.5329455849277736,,0.03631532342292324,
|
| 37 |
+
beetle-fineweb3-eng,Phon,ses-11+,247,-0.0033902470169117423,0.016087113046612686,-0.0304773962055899,0.0334710502673645,0.5641850854138037,,0.059326364933619306,
|
| 38 |
+
beetle-fineweb3-eng,Sem,ses-11,247,-0.00017302737028502649,0.009234019663743516,-0.0245901090896511,0.0229677624842815,0.3460737803330158,,0.06636666453662093,
|
| 39 |
+
beetle-fineweb3-eng,Sem,ses-11+,247,0.003569613438831247,0.007996418934521599,-0.008879926079676,0.021939652802984,0.4048850519346865,,0.05418736181577572,
|
| 40 |
+
beetle-fineweb3-eng,SemLocal,ses-11,247,-0.007619215653089323,0.03439029632894735,-0.0432162378646828,0.044125329518656,0.248481294678638,,0.1775800853570225,
|
| 41 |
+
beetle-fineweb3-eng,SemLocal,ses-11+,247,-0.018582866571022538,0.016708218685801673,-0.0545836668575688,0.0141534728913168,0.3052597540935395,,0.046365341980128205,
|
| 42 |
+
beetle-humanscale-eng,Orth,ses-11,234,0.005408596067365572,0.013097335259101407,-0.0299414015519112,0.0157800046770972,0.5329455849277736,,0.02960903537503882,
|
| 43 |
+
beetle-humanscale-eng,Orth,ses-11+,234,0.009210079864295723,0.013369948499911011,-0.025069628398624,0.0212798324441853,0.5641850854138037,,0.037717821676511575,
|
| 44 |
+
beetle-humanscale-eng,Phon,ses-11,234,0.005408596067365572,0.013097335259101407,-0.0299414015519112,0.0157800046770972,0.5329455849277736,,0.02960903537503882,
|
| 45 |
+
beetle-humanscale-eng,Phon,ses-11+,234,0.009210079864295723,0.013369948499911011,-0.025069628398624,0.0212798324441853,0.5641850854138037,,0.037717821676511575,
|
| 46 |
+
beetle-humanscale-eng,Sem,ses-11,234,-0.006431983965097211,0.014530210257104763,-0.0202298480956688,0.0212815665706954,0.3460737803330158,,0.06149430491445155,
|
| 47 |
+
beetle-humanscale-eng,Sem,ses-11+,234,-0.013241042150556583,0.021575979820509267,-0.0327056939149464,0.0241085918852142,0.4048850519346865,,0.05954428737246453,
|
| 48 |
+
beetle-humanscale-eng,SemLocal,ses-11,234,-0.012900305979913785,0.020522735786618784,-0.0357950229792478,0.0204109808967763,0.248481294678638,,0.08214292718964587,
|
| 49 |
+
beetle-humanscale-eng,SemLocal,ses-11+,234,-0.014359758259222413,0.017002158017728218,-0.0294748498465795,0.0217397825868736,0.3052597540935395,,0.07121732326434348,
|
| 50 |
+
pico-decoder-large,Orth,ses-11,273,-0.008643103332522172,0.017081590254877082,-0.0357072110964229,0.0217244220710725,0.5329455849277736,,0.04076292718330082,
|
| 51 |
+
pico-decoder-large,Orth,ses-11+,273,-0.0012619918758421196,0.016779569208446313,-0.0227873806387801,0.0435511742162373,0.5641850854138037,,0.07719306189084123,
|
| 52 |
+
pico-decoder-large,Phon,ses-11,273,-0.008643103332522172,0.017081590254877082,-0.0357072110964229,0.0217244220710725,0.5329455849277736,,0.04076292718330082,
|
| 53 |
+
pico-decoder-large,Phon,ses-11+,273,-0.0012619918758421196,0.016779569208446313,-0.0227873806387801,0.0435511742162373,0.5641850854138037,,0.07719306189084123,
|
| 54 |
+
pico-decoder-large,Sem,ses-11,273,-0.0005213848582641902,0.018208800732543207,-0.0220220942248997,0.0427001694945819,0.3460737803330158,,0.12338458421638555,
|
| 55 |
+
pico-decoder-large,Sem,ses-11+,273,-0.0034600205156072334,0.014417084948773013,-0.0215738957956509,0.0282686261915158,0.4048850519346865,,0.0698188931807636,
|
| 56 |
+
pico-decoder-large,SemLocal,ses-11,273,0.021570817863244586,0.021316392092995334,-0.031823458549489,0.0543328056865522,0.248481294678638,,0.21865954037635335,
|
| 57 |
+
pico-decoder-large,SemLocal,ses-11+,273,0.02363932007654963,0.01686854019535495,-0.0099548759246367,0.0495137110880286,0.3052597540935395,,0.16220189666029908,
|
| 58 |
+
pico-decoder-medium,Orth,ses-11,273,-0.011752439406025928,0.017938892886537394,-0.0414971343369962,0.0302110260242258,0.5329455849277736,,0.05668688676409636,
|
| 59 |
+
pico-decoder-medium,Orth,ses-11+,273,0.0022785983453701046,0.01581991317537372,-0.0222855431312502,0.0399988911314284,0.5641850854138037,,0.07089675385887072,
|
| 60 |
+
pico-decoder-medium,Phon,ses-11,273,-0.011752439406025928,0.017938892886537394,-0.0414971343369962,0.0302110260242258,0.5329455849277736,,0.05668688676409636,
|
| 61 |
+
pico-decoder-medium,Phon,ses-11+,273,0.0022785983453701046,0.01581991317537372,-0.0222855431312502,0.0399988911314284,0.5641850854138037,,0.07089675385887072,
|
| 62 |
+
pico-decoder-medium,Sem,ses-11,273,-0.00827687187018349,0.010518362393669775,-0.0254403562286927,0.0111562771607708,0.3460737803330158,,0.032236701520801346,
|
| 63 |
+
pico-decoder-medium,Sem,ses-11+,273,-0.0034713630970316664,0.014468512998639247,-0.0280847358721377,0.0259966227560565,0.4048850519346865,,0.06420741549196564,
|
| 64 |
+
pico-decoder-medium,SemLocal,ses-11,273,0.021520869701810975,0.020326519811776984,-0.0242073170762296,0.0644901079480601,0.248481294678638,,0.25953707312844393,
|
| 65 |
+
pico-decoder-medium,SemLocal,ses-11+,273,0.02219226943673033,0.015106286517371573,-0.0110730910158006,0.0433898691784577,0.3052597540935395,,0.14214081154360728,
|
| 66 |
+
pico-decoder-small,Orth,ses-11,273,-0.008146555516753785,0.012792621388511241,-0.0305175296342018,0.0144180856861413,0.5329455849277736,,0.02705357937826858,
|
| 67 |
+
pico-decoder-small,Orth,ses-11+,273,-0.0030996535523993953,0.01268236710673971,-0.0231687440776467,0.0228165306772379,0.5641850854138037,,0.04044157009308927,
|
| 68 |
+
pico-decoder-small,Phon,ses-11,273,-0.008146555516753785,0.012792621388511241,-0.0305175296342018,0.0144180856861413,0.5329455849277736,,0.02705357937826858,
|
| 69 |
+
pico-decoder-small,Phon,ses-11+,273,-0.0030996535523993953,0.01268236710673971,-0.0231687440776467,0.0228165306772379,0.5641850854138037,,0.04044157009308927,
|
| 70 |
+
pico-decoder-small,Sem,ses-11,273,0.005993236455116924,0.015761753974683115,-0.0209498325852813,0.0359493896823563,0.3460737803330158,,0.10387781948624755,
|
| 71 |
+
pico-decoder-small,Sem,ses-11+,273,0.008318775885258214,0.009483619767187423,-0.0072148108577785,0.0284487804101239,0.4048850519346865,,0.07026384469909519,
|
| 72 |
+
pico-decoder-small,SemLocal,ses-11,273,0.03280486901305872,0.015534196473433808,0.010679132626348,0.0680667524820783,0.248481294678638,,0.2739310923589212,
|
| 73 |
+
pico-decoder-small,SemLocal,ses-11+,273,0.02938061426756474,0.01596307555396241,-0.0041067605747841,0.0602906916108041,0.3052597540935395,,0.19750619202926262,
|
| 74 |
+
pico-decoder-tiny,Orth,ses-11,273,-0.0020900710417089095,0.015598951715788551,-0.0388067565509235,0.0322406582151099,0.5329455849277736,,0.060495215884899874,
|
| 75 |
+
pico-decoder-tiny,Orth,ses-11+,273,0.012412447136781237,0.022368763256315066,-0.0386486782985981,0.0509042865091623,0.5641850854138037,,0.09022621800047471,
|
| 76 |
+
pico-decoder-tiny,Phon,ses-11,273,-0.0020900710417089095,0.015598951715788551,-0.0388067565509235,0.0322406582151099,0.5329455849277736,,0.060495215884899874,
|
| 77 |
+
pico-decoder-tiny,Phon,ses-11+,273,0.012412447136781237,0.022368763256315066,-0.0386486782985981,0.0509042865091623,0.5641850854138037,,0.09022621800047471,
|
| 78 |
+
pico-decoder-tiny,Sem,ses-11,273,-0.005410914680802647,0.008714182366749217,-0.0198054460197377,0.006516188758547,0.3460737803330158,,0.018828900450871138,
|
| 79 |
+
pico-decoder-tiny,Sem,ses-11+,273,0.0023290484472715477,0.00953891699772931,-0.0139979012225762,0.0182961813180366,0.4048850519346865,,0.04518858187184451,
|
| 80 |
+
pico-decoder-tiny,SemLocal,ses-11,273,0.014091210681028763,0.02052782768383716,-0.0375039457291738,0.0364809448433004,0.248481294678638,,0.14681565825903062,
|
| 81 |
+
pico-decoder-tiny,SemLocal,ses-11+,273,0.020433728582808727,0.022259614099726766,-0.014047046686615,0.0591314160206779,0.3052597540935395,,0.19370852275062275,
|
| 82 |
+
pythia-1.4b-full,Orth,ses-11,273,-0.022200412145799577,0.024306424276748114,-0.0682036980403643,0.0171424628015775,0.5329455849277736,,0.03216550298263696,
|
| 83 |
+
pythia-1.4b-full,Orth,ses-11+,273,-0.010528233311325057,0.015952469414202943,-0.0444026523435611,0.0077789482993755,0.5641850854138037,,0.013787936796787175,
|
| 84 |
+
pythia-1.4b-full,Phon,ses-11,273,-0.022200412145799577,0.024306424276748114,-0.0682036980403643,0.0171424628015775,0.5329455849277736,,0.03216550298263696,
|
| 85 |
+
pythia-1.4b-full,Phon,ses-11+,273,-0.010528233311325057,0.015952469414202943,-0.0444026523435611,0.0077789482993755,0.5641850854138037,,0.013787936796787175,
|
| 86 |
+
pythia-1.4b-full,Sem,ses-11,273,-0.010844978512861586,0.007164538647354372,-0.0255398246118789,0.0098415340296098,0.3460737803330158,,0.02843767597805186,
|
| 87 |
+
pythia-1.4b-full,Sem,ses-11+,273,-0.014783946998475855,0.01360465739451456,-0.0320188370478378,0.0169300849464203,0.4048850519346865,,0.04181454678438303,
|
| 88 |
+
pythia-1.4b-full,SemLocal,ses-11,273,0.006612881127665299,0.015722430092170576,-0.033852027794187,0.0560950042457609,0.248481294678638,,0.2257514164931764,
|
| 89 |
+
pythia-1.4b-full,SemLocal,ses-11+,273,-0.004536503720000934,0.015542186805368273,-0.0492997633975492,0.0228154656564083,0.3052597540935395,,0.07474115192210058,
|
| 90 |
+
pythia-160m-full,Orth,ses-11,273,-0.020056974117003756,0.014264241228891333,-0.0386654261145208,0.0040976047484612,0.5329455849277736,,0.007688598731925924,
|
| 91 |
+
pythia-160m-full,Orth,ses-11+,273,-0.010239476848808568,0.014810937503566088,-0.0367292018441272,0.0310143439612809,0.5641850854138037,,0.0549719316641157,
|
| 92 |
+
pythia-160m-full,Phon,ses-11,273,-0.020056974117003756,0.014264241228891333,-0.0386654261145208,0.0040976047484612,0.5329455849277736,,0.007688598731925924,
|
| 93 |
+
pythia-160m-full,Phon,ses-11+,273,-0.010239476848808568,0.014810937503566088,-0.0367292018441272,0.0310143439612809,0.5641850854138037,,0.0549719316641157,
|
| 94 |
+
pythia-160m-full,Sem,ses-11,273,-0.009440735511754375,0.013968784727642694,-0.0270310649089803,0.0148630819854113,0.3460737803330158,,0.04294772626550624,
|
| 95 |
+
pythia-160m-full,Sem,ses-11+,273,-0.01592753767624149,0.020622890716844682,-0.0468134504413724,0.0197566424398964,0.4048850519346865,,0.048795682491838244,
|
| 96 |
+
pythia-160m-full,SemLocal,ses-11,273,0.007097827872411986,0.022235257498061493,-0.0241989979566068,0.0454536713579199,0.248481294678638,,0.1829259277512432,
|
| 97 |
+
pythia-160m-full,SemLocal,ses-11+,273,-0.006164188942997643,0.023573404826688172,-0.0410167462456649,0.0263974611819427,0.3052597540935395,,0.08647540603683325,
|
| 98 |
+
pythia-1b-full,Orth,ses-11,273,-0.015453748392367973,0.019785223535509017,-0.0465917992105976,0.0293784690790256,0.5329455849277736,,0.055124706742822646,
|
| 99 |
+
pythia-1b-full,Orth,ses-11+,273,-0.0044081808354354,0.015106702189564513,-0.0376508608553805,0.0224253023604447,0.5641850854138037,,0.03974813042779529,
|
| 100 |
+
pythia-1b-full,Phon,ses-11,273,-0.015453748392367973,0.019785223535509017,-0.0465917992105976,0.0293784690790256,0.5329455849277736,,0.055124706742822646,
|
| 101 |
+
pythia-1b-full,Phon,ses-11+,273,-0.0044081808354354,0.015106702189564513,-0.0376508608553805,0.0224253023604447,0.5641850854138037,,0.03974813042779529,
|
| 102 |
+
pythia-1b-full,Sem,ses-11,273,-0.010500812348347566,0.012694898407021062,-0.0264166980263064,0.0227400701740906,0.3460737803330158,,0.06570873457159498,
|
| 103 |
+
pythia-1b-full,Sem,ses-11+,273,-0.011054962953062178,0.012249280729489628,-0.0239635745481508,0.0295425143888476,0.4048850519346865,,0.07296518912635286,
|
| 104 |
+
pythia-1b-full,SemLocal,ses-11,273,0.0030755166138846618,0.019791178297865485,-0.0288511165370536,0.0449592648246001,0.248481294678638,,0.18093621446534286,
|
| 105 |
+
pythia-1b-full,SemLocal,ses-11+,273,-0.006363803222348147,0.021689684619440396,-0.0363839664829944,0.0291648685802336,0.3052597540935395,,0.09554115204881128,
|
| 106 |
+
pythia-410m-full,Orth,ses-11,273,-0.016716929122115497,0.014760035144640844,-0.0386022141009026,0.0026786598581307,0.5329455849277736,,0.0050261413808198084,
|
| 107 |
+
pythia-410m-full,Orth,ses-11+,273,-0.005392907573085193,0.013459573812511312,-0.0240020415088215,0.0169194228828228,0.5641850854138037,,0.0299891353391825,
|
| 108 |
+
pythia-410m-full,Phon,ses-11,273,-0.016716929122115497,0.014760035144640844,-0.0386022141009026,0.0026786598581307,0.5329455849277736,,0.0050261413808198084,
|
| 109 |
+
pythia-410m-full,Phon,ses-11+,273,-0.005392907573085193,0.013459573812511312,-0.0240020415088215,0.0169194228828228,0.5641850854138037,,0.0299891353391825,
|
| 110 |
+
pythia-410m-full,Sem,ses-11,273,-0.004643363765482258,0.01312687056580869,-0.0273591339369166,0.0229187131367034,0.3460737803330158,,0.06622493363886005,
|
| 111 |
+
pythia-410m-full,Sem,ses-11+,273,-0.004110225686300319,0.013412048211092901,-0.0244559364336265,0.0214147777143464,0.4048850519346865,,0.052891006007801195,
|
| 112 |
+
pythia-410m-full,SemLocal,ses-11,273,0.014944188987286606,0.01309557897969188,-0.0025408597949757,0.0580173145042421,0.248481294678638,,0.2334876537860774,
|
| 113 |
+
pythia-410m-full,SemLocal,ses-11+,273,0.02124722859548267,0.024471169116104495,-0.0219684873086437,0.0590741687723793,0.3052597540935395,,0.19352098657026842,
|
| 114 |
+
pythia-70m-full,Orth,ses-11,273,-0.016874064101701534,0.015040942072114186,-0.0406385101593296,0.0151366849911233,0.5329455849277736,,0.028401933366564377,
|
| 115 |
+
pythia-70m-full,Orth,ses-11+,273,-0.006457398567269529,0.01592194395371664,-0.0348276093092524,0.0259404233257703,0.5641850854138037,,0.0459785697928264,
|
| 116 |
+
pythia-70m-full,Phon,ses-11,273,-0.016874064101701534,0.015040942072114186,-0.0406385101593296,0.0151366849911233,0.5329455849277736,,0.028401933366564377,
|
| 117 |
+
pythia-70m-full,Phon,ses-11+,273,-0.006457398567269529,0.01592194395371664,-0.0348276093092524,0.0259404233257703,0.5641850854138037,,0.0459785697928264,
|
| 118 |
+
pythia-70m-full,Sem,ses-11,273,0.0023341587531059142,0.00850577741849494,-0.0237728508796244,0.0237519541544288,0.3460737803330158,,0.06863263126022737,
|
| 119 |
+
pythia-70m-full,Sem,ses-11+,273,-0.0028115955013376334,0.011128792181595548,-0.0264664322178995,0.0290900840116406,0.4048850519346865,,0.07184775993244924,
|
| 120 |
+
pythia-70m-full,SemLocal,ses-11,273,0.03786082779913599,0.02032635255219568,-0.0038521871534031,0.0687605503367688,0.248481294678638,,0.27672324560968314,
|
| 121 |
+
pythia-70m-full,SemLocal,ses-11+,273,0.01871977733415879,0.013850213983519256,-0.0210316624689531,0.037574645704581,0.3052597540935395,,0.12309072912725716,
|
alignment_by_checkpoint.csv
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
alignment_by_family.csv
CHANGED
|
@@ -1,16 +1,16 @@
|
|
| 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-
|
| 3 |
-
pico-decoder-
|
| 4 |
-
|
| 5 |
-
pico-decoder-medium,181095168.0,21,
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
pythia-410m-full,505997504.0,21,
|
| 9 |
-
beetle-humanscale-eng,193811712.0,18,
|
| 10 |
-
beetle-fineweb3-eng,193804032.0,19,
|
| 11 |
-
pythia-1b-full,1078891008.0,21,
|
| 12 |
-
pythia-
|
| 13 |
-
pythia-
|
| 14 |
-
babylm-gpt2-
|
| 15 |
-
babylm-gpt2-3,134601216.0,9,
|
| 16 |
-
babylm-gpt2-
|
|
|
|
| 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-small,64595328.0,21,2184,8,0.00675063468533653,0.016177059284967286,0.020345309967082916,0.0680667524820783,0.0680667524820783,SemLocal/ses-11,5000,0.0322609600033858,0.3144527366089336,,,,,False,6.518498882791569e-05,True,
|
| 3 |
+
pico-decoder-tiny,11282784.0,21,2184,8,0.006510978152556381,0.009475786709493705,0.019974248003461384,0.0591314160206779,0.0591314160206779,SemLocal/ses-11+,45000,0.020440880000552313,0.2835758586464448,,,,,False,1.8731112029706086e-06,True,
|
| 4 |
+
pico-decoder-large,569808384.0,21,2184,8,0.0026773177686492755,0.012714495074844852,0.021063503189206974,0.0543328056865522,0.0543328056865522,SemLocal/ses-11,10000,0.01672046061819428,0.2510050621303874,,,,,False,7.616073134034762e-06,True,
|
| 5 |
+
pico-decoder-medium,181095168.0,21,2184,8,0.0016271527562518125,0.013636318634272619,0.02061849076671733,0.0644901079480601,0.0644901079480601,SemLocal/ses-11,3000,0.012193521315491177,0.29792946172674295,,,,,False,1.0464261829170118e-05,True,
|
| 6 |
+
pythia-70m-full,95592496.0,21,2184,8,0.0011800303808901182,0.018666050194156472,0.02289946858946348,0.0687605503367688,0.0687605503367688,SemLocal/ses-11,8,0.01798260106478902,0.31765792307817603,,,,,False,7.486490839433301e-05,True,
|
| 7 |
+
babylm-gpt2,134601216.0,9,936,8,-0.001698487314787341,0.007770218988641287,0.012718759908029037,0.0340729619675139,-0.0340729619675139,Orth/ses-11,897,-0.0005598893042031218,0.13608374381511168,,,,,False,2.3712490066166485e-07,True,
|
| 8 |
+
pythia-410m-full,505997504.0,21,2184,8,-0.0020977306574268347,0.013602010571812167,0.02003155394484878,0.0590741687723793,0.0590741687723793,SemLocal/ses-11+,2,0.0035891563141960373,0.2833013186694934,,,,,False,1.0977007523635425e-05,True,
|
| 9 |
+
beetle-humanscale-eng,193811712.0,18,1872,8,-0.002211967311433426,0.010544671887852346,0.01890249372806761,0.0357950229792478,-0.0357950229792478,SemLocal/ses-11,2500,-0.014663379838826448,0.1653647709396412,,,,,False,2.0395494686966393e-06,True,
|
| 10 |
+
beetle-fineweb3-eng,193804032.0,19,1976,8,-0.006683623555611694,0.00724043425671626,0.019568842650035088,0.0545836668575688,-0.0545836668575688,SemLocal/ses-11+,64,-0.019977059328680533,0.26176626975741263,,,,,False,3.083721843830297e-07,True,
|
| 11 |
+
pythia-1b-full,1078891008.0,21,2184,8,-0.008070990045684998,0.00629977111294525,0.01831281698306934,0.0465917992105976,-0.0465917992105976,Orth/ses-11,4000,-0.020552065859282216,0.20770145988298225,,,,,False,1.4830902478444022e-07,True,
|
| 12 |
+
pythia-160m-full,212654688.0,21,2184,8,-0.010628442023775771,0.008797225895337227,0.019526026025758775,0.0468134504413724,-0.0468134504413724,Sem/ses-11+,0,-0.02454449043444547,0.20998550432069332,,,,,False,2.21960318748223e-06,True,
|
| 13 |
+
pythia-1.4b-full,1515311488.0,21,2184,8,-0.011126229877240292,0.009392616952851474,0.01944808519428345,0.0682036980403643,-0.0682036980403643,Orth/ses-11,8000,-0.025553677257219132,0.25914601405162674,,,,,False,3.7539802401778014e-06,True,
|
| 14 |
+
babylm-gpt2-5,134601216.0,9,936,8,-0.03014342598483171,0.03006282635499096,0.02939041297116137,0.0691513144324644,-0.0691513144324644,Orth/ses-11,1528,-0.06522775827846983,0.1747562720906681,,,,,False,0.05197740481107282,False,
|
| 15 |
+
babylm-gpt2-3,134601216.0,9,936,8,-0.03016102155967468,0.030261528630146948,0.029525142591716663,0.0714417824598709,-0.0714417824598709,Orth/ses-11,573,-0.06436170990768236,0.18054464584896227,,,,,False,0.05304991451534222,False,
|
| 16 |
+
babylm-gpt2-7,134601216.0,9,936,8,-0.030296259443712843,0.03040154372018085,0.029584538296611746,0.0734383784214201,-0.0734383784214201,Orth/ses-11,573,-0.06504124208249985,0.18559035857293932,,,,,False,0.05471938058484222,False,
|
ceilings_ds006239.csv
CHANGED
|
@@ -1,20 +1,28 @@
|
|
| 1 |
task,session,file,within_run_normalized,n_stim,n_subjects_rdm,ceiling_lower,ceiling_upper,ceiling_lower_sem,ceiling_n
|
| 2 |
-
Orth,ses-11+,data/processed/fmri_wrn/ds006239/Orth/session_rdm_ses-11+.npz,True,96,
|
| 3 |
-
Orth,ses-11,data/processed/fmri_wrn/ds006239/Orth/session_rdm_ses-11.npz,True,96,
|
| 4 |
-
Phon,ses-11+,data/processed/fmri_wrn/ds006239/Phon/session_rdm_ses-11+.npz,True,96,
|
| 5 |
-
Phon,ses-11,data/processed/fmri_wrn/ds006239/Phon/session_rdm_ses-11.npz,True,96,
|
| 6 |
-
Sem,ses-11+,data/processed/fmri_wrn/ds006239/Sem/session_rdm_ses-11+.npz,True,72,
|
| 7 |
-
Sem,ses-11,data/processed/fmri_wrn/ds006239/Sem/session_rdm_ses-11.npz,True,72,
|
| 8 |
-
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/SemLocal/session_rdm_ses-11+.npz,True,48,
|
| 9 |
-
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/SemLocal/session_rdm_ses-11.npz,True,48,
|
| 10 |
-
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory/Orth/session_rdm_ses-11+.npz,True,96,
|
| 11 |
-
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory/Orth/session_rdm_ses-11.npz,True,96,
|
| 12 |
-
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory/Phon/session_rdm_ses-11+.npz,True,96,
|
| 13 |
-
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory/Phon/session_rdm_ses-11.npz,True,96,
|
| 14 |
-
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory/Sem/session_rdm_ses-11+.npz,True,72,
|
| 15 |
-
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory/Sem/session_rdm_ses-11.npz,True,72,
|
| 16 |
-
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory/SemLocal/session_rdm_ses-11+.npz,True,48,
|
| 17 |
-
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory/SemLocal/session_rdm_ses-11.npz,True,48,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Orth/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
| 19 |
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Orth/session_rdm_ses-11.npz,True,96,3,0.3957014738594727,0.6947770841127893,0.02958444090913087,3
|
| 20 |
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Phon/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
|
@@ -23,14 +31,22 @@ Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Sem/session_r
|
|
| 23 |
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Sem/session_rdm_ses-11.npz,True,72,3,0.18547788878028074,0.5869451684180786,0.018008433340553454,3
|
| 24 |
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/SemLocal/session_rdm_ses-11+.npz,True,48,3,0.20852062761238596,0.6017444461698555,0.02696022133496361,3
|
| 25 |
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/SemLocal/session_rdm_ses-11.npz,True,48,3,0.21646099574807945,0.6070911363409572,0.006401932366776422,3
|
| 26 |
-
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-language/Orth/session_rdm_ses-11+.npz,True,96,
|
| 27 |
-
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-language/Orth/session_rdm_ses-11.npz,True,96,
|
| 28 |
-
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-language/Phon/session_rdm_ses-11+.npz,True,96,
|
| 29 |
-
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-language/Phon/session_rdm_ses-11.npz,True,96,
|
| 30 |
-
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-language/Sem/session_rdm_ses-11+.npz,True,72,
|
| 31 |
-
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-language/Sem/session_rdm_ses-11.npz,True,72,
|
| 32 |
-
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-language/SemLocal/session_rdm_ses-11+.npz,True,48,
|
| 33 |
-
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-language/SemLocal/session_rdm_ses-11.npz,True,48,
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| 34 |
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Orth/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
| 35 |
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Orth/session_rdm_ses-11.npz,True,96,3,0.3957014738594727,0.6947770841127893,0.02958444090913087,3
|
| 36 |
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Phon/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
|
@@ -39,14 +55,22 @@ Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Sem/session_r
|
|
| 39 |
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Sem/session_rdm_ses-11.npz,True,72,3,0.18547788878028074,0.5869451684180786,0.018008433340553454,3
|
| 40 |
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/SemLocal/session_rdm_ses-11+.npz,True,48,3,0.20852062761238596,0.6017444461698555,0.02696022133496361,3
|
| 41 |
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/SemLocal/session_rdm_ses-11.npz,True,48,3,0.21646099574807945,0.6070911363409572,0.006401932366776422,3
|
| 42 |
-
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor/Orth/session_rdm_ses-11+.npz,True,96,
|
| 43 |
-
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-motor/Orth/session_rdm_ses-11.npz,True,96,
|
| 44 |
-
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor/Phon/session_rdm_ses-11+.npz,True,96,
|
| 45 |
-
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-motor/Phon/session_rdm_ses-11.npz,True,96,
|
| 46 |
-
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor/Sem/session_rdm_ses-11+.npz,True,72,
|
| 47 |
-
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-motor/Sem/session_rdm_ses-11.npz,True,72,
|
| 48 |
-
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor/SemLocal/session_rdm_ses-11+.npz,True,48,
|
| 49 |
-
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-motor/SemLocal/session_rdm_ses-11.npz,True,48,
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| 50 |
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Orth/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
| 51 |
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Orth/session_rdm_ses-11.npz,True,96,3,0.3957014738594727,0.6947770841127893,0.02958444090913087,3
|
| 52 |
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Phon/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
|
@@ -55,14 +79,22 @@ Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Sem/session_rdm_
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|
| 55 |
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Sem/session_rdm_ses-11.npz,True,72,3,0.18547788878028074,0.5869451684180786,0.018008433340553454,3
|
| 56 |
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/SemLocal/session_rdm_ses-11+.npz,True,48,3,0.20852062761238596,0.6017444461698555,0.02696022133496361,3
|
| 57 |
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/SemLocal/session_rdm_ses-11.npz,True,48,3,0.21646099574807945,0.6070911363409572,0.006401932366776422,3
|
| 58 |
-
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology/Orth/session_rdm_ses-11+.npz,True,96,
|
| 59 |
-
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology/Orth/session_rdm_ses-11.npz,True,96,
|
| 60 |
-
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology/Phon/session_rdm_ses-11+.npz,True,96,
|
| 61 |
-
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology/Phon/session_rdm_ses-11.npz,True,96,
|
| 62 |
-
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology/Sem/session_rdm_ses-11+.npz,True,72,
|
| 63 |
-
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology/Sem/session_rdm_ses-11.npz,True,72,
|
| 64 |
-
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology/SemLocal/session_rdm_ses-11+.npz,True,48,
|
| 65 |
-
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology/SemLocal/session_rdm_ses-11.npz,True,48,
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| 66 |
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-6/Orth/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
| 67 |
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-6/Orth/session_rdm_ses-11.npz,True,96,3,0.3957014738594727,0.6947770841127893,0.02958444090913087,3
|
| 68 |
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-6/Phon/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
|
|
|
| 1 |
task,session,file,within_run_normalized,n_stim,n_subjects_rdm,ceiling_lower,ceiling_upper,ceiling_lower_sem,ceiling_n
|
| 2 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/Orth/session_rdm_ses-11+.npz,True,96,26,0.5641850854138037,0.60966765416501,0.01128909756352919,26
|
| 3 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/Orth/session_rdm_ses-11.npz,True,96,24,0.5329455849277736,0.5836612560905733,0.01358627489550798,24
|
| 4 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/Phon/session_rdm_ses-11+.npz,True,96,26,0.5641850854138037,0.60966765416501,0.01128909756352919,26
|
| 5 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/Phon/session_rdm_ses-11.npz,True,96,24,0.5329455849277736,0.5836612560905733,0.01358627489550798,24
|
| 6 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/Sem/session_rdm_ses-11+.npz,True,72,26,0.40488505193468655,0.4724818485222129,0.0126258663568585,26
|
| 7 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/Sem/session_rdm_ses-11.npz,True,72,24,0.34607378033301583,0.42430136361934084,0.011941139006169582,24
|
| 8 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/SemLocal/session_rdm_ses-11+.npz,True,48,27,0.3052597540935395,0.38228820029336097,0.017164338624227934,27
|
| 9 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/SemLocal/session_rdm_ses-11.npz,True,48,21,0.24848129467863803,0.34895831837933206,0.011597575708212057,21
|
| 10 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory/Orth/session_rdm_ses-11+.npz,True,96,14,0.554339975731658,0.6287291648139856,0.014511685797180464,14
|
| 11 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory/Orth/session_rdm_ses-11.npz,True,96,11,0.52872896797662,0.6230851797188466,0.015498965751093939,11
|
| 12 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory/Phon/session_rdm_ses-11+.npz,True,96,14,0.554339975731658,0.6287291648139856,0.014511685797180464,14
|
| 13 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory/Phon/session_rdm_ses-11.npz,True,96,11,0.52872896797662,0.6230851797188466,0.015498965751093939,11
|
| 14 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory/Sem/session_rdm_ses-11+.npz,True,72,14,0.4063674165537599,0.5050724340154726,0.01607714297054196,14
|
| 15 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory/Sem/session_rdm_ses-11.npz,True,72,11,0.32346129393530726,0.45930228869591827,0.014418149772478909,11
|
| 16 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory/SemLocal/session_rdm_ses-11+.npz,True,48,14,0.2910448061509368,0.42037383044935506,0.024867672020161064,14
|
| 17 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory/SemLocal/session_rdm_ses-11.npz,True,48,10,0.24001004722887948,0.4154111662721577,0.02132780388270194,10
|
| 18 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-12/Orth/session_rdm_ses-11+.npz,True,96,5,0.5524021094033167,0.7073019223798032,0.014108805905016812,5
|
| 19 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-12/Orth/session_rdm_ses-11.npz,True,96,7,0.5084388064201123,0.6451192523001652,0.02265697683497134,7
|
| 20 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-12/Phon/session_rdm_ses-11+.npz,True,96,5,0.5524021094033167,0.7073019223798032,0.014108805905016812,5
|
| 21 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-12/Phon/session_rdm_ses-11.npz,True,96,7,0.5084388064201123,0.6451192523001652,0.02265697683497134,7
|
| 22 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-12/Sem/session_rdm_ses-11+.npz,True,72,5,0.37074446287585394,0.5917362825695223,0.01369093399913073,5
|
| 23 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-12/Sem/session_rdm_ses-11.npz,True,72,7,0.2928003726977072,0.4890772567414604,0.01735136579733683,7
|
| 24 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-12/SemLocal/session_rdm_ses-11+.npz,True,48,5,0.26549383727390047,0.5265537582889379,0.026717440064612668,5
|
| 25 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-12/SemLocal/session_rdm_ses-11.npz,True,48,6,0.23542695194695948,0.47700128517996143,0.028624668361827206,6
|
| 26 |
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Orth/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
| 27 |
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Orth/session_rdm_ses-11.npz,True,96,3,0.3957014738594727,0.6947770841127893,0.02958444090913087,3
|
| 28 |
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Phon/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
|
|
|
| 31 |
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/Sem/session_rdm_ses-11.npz,True,72,3,0.18547788878028074,0.5869451684180786,0.018008433340553454,3
|
| 32 |
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/SemLocal/session_rdm_ses-11+.npz,True,48,3,0.20852062761238596,0.6017444461698555,0.02696022133496361,3
|
| 33 |
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-auditory.cohort-6/SemLocal/session_rdm_ses-11.npz,True,48,3,0.21646099574807945,0.6070911363409572,0.006401932366776422,3
|
| 34 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-language/Orth/session_rdm_ses-11+.npz,True,96,14,0.554339975731658,0.6287291648139856,0.014511685797180464,14
|
| 35 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-language/Orth/session_rdm_ses-11.npz,True,96,11,0.52872896797662,0.6230851797188466,0.015498965751093939,11
|
| 36 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-language/Phon/session_rdm_ses-11+.npz,True,96,14,0.554339975731658,0.6287291648139856,0.014511685797180464,14
|
| 37 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-language/Phon/session_rdm_ses-11.npz,True,96,11,0.52872896797662,0.6230851797188466,0.015498965751093939,11
|
| 38 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-language/Sem/session_rdm_ses-11+.npz,True,72,14,0.4063674165537599,0.5050724340154726,0.01607714297054196,14
|
| 39 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-language/Sem/session_rdm_ses-11.npz,True,72,11,0.32346129393530726,0.45930228869591827,0.014418149772478909,11
|
| 40 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-language/SemLocal/session_rdm_ses-11+.npz,True,48,14,0.2910448061509368,0.42037383044935506,0.024867672020161064,14
|
| 41 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-language/SemLocal/session_rdm_ses-11.npz,True,48,10,0.24001004722887948,0.4154111662721577,0.02132780388270194,10
|
| 42 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-12/Orth/session_rdm_ses-11+.npz,True,96,5,0.5524021094033167,0.7073019223798032,0.014108805905016812,5
|
| 43 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-12/Orth/session_rdm_ses-11.npz,True,96,7,0.5084388064201123,0.6451192523001652,0.02265697683497134,7
|
| 44 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-12/Phon/session_rdm_ses-11+.npz,True,96,5,0.5524021094033167,0.7073019223798032,0.014108805905016812,5
|
| 45 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-12/Phon/session_rdm_ses-11.npz,True,96,7,0.5084388064201123,0.6451192523001652,0.02265697683497134,7
|
| 46 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-12/Sem/session_rdm_ses-11+.npz,True,72,5,0.37074446287585394,0.5917362825695223,0.01369093399913073,5
|
| 47 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-12/Sem/session_rdm_ses-11.npz,True,72,7,0.2928003726977072,0.4890772567414604,0.01735136579733683,7
|
| 48 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-12/SemLocal/session_rdm_ses-11+.npz,True,48,5,0.26549383727390047,0.5265537582889379,0.026717440064612668,5
|
| 49 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-12/SemLocal/session_rdm_ses-11.npz,True,48,6,0.23542695194695948,0.47700128517996143,0.028624668361827206,6
|
| 50 |
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Orth/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
| 51 |
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Orth/session_rdm_ses-11.npz,True,96,3,0.3957014738594727,0.6947770841127893,0.02958444090913087,3
|
| 52 |
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Phon/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
|
|
|
| 55 |
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/Sem/session_rdm_ses-11.npz,True,72,3,0.18547788878028074,0.5869451684180786,0.018008433340553454,3
|
| 56 |
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/SemLocal/session_rdm_ses-11+.npz,True,48,3,0.20852062761238596,0.6017444461698555,0.02696022133496361,3
|
| 57 |
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-language.cohort-6/SemLocal/session_rdm_ses-11.npz,True,48,3,0.21646099574807945,0.6070911363409572,0.006401932366776422,3
|
| 58 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor/Orth/session_rdm_ses-11+.npz,True,96,14,0.554339975731658,0.6287291648139856,0.014511685797180464,14
|
| 59 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-motor/Orth/session_rdm_ses-11.npz,True,96,11,0.52872896797662,0.6230851797188466,0.015498965751093939,11
|
| 60 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor/Phon/session_rdm_ses-11+.npz,True,96,14,0.554339975731658,0.6287291648139856,0.014511685797180464,14
|
| 61 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-motor/Phon/session_rdm_ses-11.npz,True,96,11,0.52872896797662,0.6230851797188466,0.015498965751093939,11
|
| 62 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor/Sem/session_rdm_ses-11+.npz,True,72,14,0.4063674165537599,0.5050724340154726,0.01607714297054196,14
|
| 63 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-motor/Sem/session_rdm_ses-11.npz,True,72,11,0.32346129393530726,0.45930228869591827,0.014418149772478909,11
|
| 64 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor/SemLocal/session_rdm_ses-11+.npz,True,48,14,0.2910448061509368,0.42037383044935506,0.024867672020161064,14
|
| 65 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-motor/SemLocal/session_rdm_ses-11.npz,True,48,10,0.24001004722887948,0.4154111662721577,0.02132780388270194,10
|
| 66 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-12/Orth/session_rdm_ses-11+.npz,True,96,5,0.5524021094033167,0.7073019223798032,0.014108805905016812,5
|
| 67 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-12/Orth/session_rdm_ses-11.npz,True,96,7,0.5084388064201123,0.6451192523001652,0.02265697683497134,7
|
| 68 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-12/Phon/session_rdm_ses-11+.npz,True,96,5,0.5524021094033167,0.7073019223798032,0.014108805905016812,5
|
| 69 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-12/Phon/session_rdm_ses-11.npz,True,96,7,0.5084388064201123,0.6451192523001652,0.02265697683497134,7
|
| 70 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-12/Sem/session_rdm_ses-11+.npz,True,72,5,0.37074446287585394,0.5917362825695223,0.01369093399913073,5
|
| 71 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-12/Sem/session_rdm_ses-11.npz,True,72,7,0.2928003726977072,0.4890772567414604,0.01735136579733683,7
|
| 72 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-12/SemLocal/session_rdm_ses-11+.npz,True,48,5,0.26549383727390047,0.5265537582889379,0.026717440064612668,5
|
| 73 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-12/SemLocal/session_rdm_ses-11.npz,True,48,6,0.23542695194695948,0.47700128517996143,0.028624668361827206,6
|
| 74 |
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Orth/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
| 75 |
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Orth/session_rdm_ses-11.npz,True,96,3,0.3957014738594727,0.6947770841127893,0.02958444090913087,3
|
| 76 |
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Phon/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
|
|
|
| 79 |
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/Sem/session_rdm_ses-11.npz,True,72,3,0.18547788878028074,0.5869451684180786,0.018008433340553454,3
|
| 80 |
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/SemLocal/session_rdm_ses-11+.npz,True,48,3,0.20852062761238596,0.6017444461698555,0.02696022133496361,3
|
| 81 |
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-motor.cohort-6/SemLocal/session_rdm_ses-11.npz,True,48,3,0.21646099574807945,0.6070911363409572,0.006401932366776422,3
|
| 82 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology/Orth/session_rdm_ses-11+.npz,True,96,14,0.554339975731658,0.6287291648139856,0.014511685797180464,14
|
| 83 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology/Orth/session_rdm_ses-11.npz,True,96,11,0.52872896797662,0.6230851797188466,0.015498965751093939,11
|
| 84 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology/Phon/session_rdm_ses-11+.npz,True,96,14,0.554339975731658,0.6287291648139856,0.014511685797180464,14
|
| 85 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology/Phon/session_rdm_ses-11.npz,True,96,11,0.52872896797662,0.6230851797188466,0.015498965751093939,11
|
| 86 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology/Sem/session_rdm_ses-11+.npz,True,72,14,0.4063674165537599,0.5050724340154726,0.01607714297054196,14
|
| 87 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology/Sem/session_rdm_ses-11.npz,True,72,11,0.32346129393530726,0.45930228869591827,0.014418149772478909,11
|
| 88 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology/SemLocal/session_rdm_ses-11+.npz,True,48,14,0.2910448061509368,0.42037383044935506,0.024867672020161064,14
|
| 89 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology/SemLocal/session_rdm_ses-11.npz,True,48,10,0.24001004722887948,0.4154111662721577,0.02132780388270194,10
|
| 90 |
+
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-12/Orth/session_rdm_ses-11+.npz,True,96,5,0.5524021094033167,0.7073019223798032,0.014108805905016812,5
|
| 91 |
+
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-12/Orth/session_rdm_ses-11.npz,True,96,7,0.5084388064201123,0.6451192523001652,0.02265697683497134,7
|
| 92 |
+
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-12/Phon/session_rdm_ses-11+.npz,True,96,5,0.5524021094033167,0.7073019223798032,0.014108805905016812,5
|
| 93 |
+
Phon,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-12/Phon/session_rdm_ses-11.npz,True,96,7,0.5084388064201123,0.6451192523001652,0.02265697683497134,7
|
| 94 |
+
Sem,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-12/Sem/session_rdm_ses-11+.npz,True,72,5,0.37074446287585394,0.5917362825695223,0.01369093399913073,5
|
| 95 |
+
Sem,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-12/Sem/session_rdm_ses-11.npz,True,72,7,0.2928003726977072,0.4890772567414604,0.01735136579733683,7
|
| 96 |
+
SemLocal,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-12/SemLocal/session_rdm_ses-11+.npz,True,48,5,0.26549383727390047,0.5265537582889379,0.026717440064612668,5
|
| 97 |
+
SemLocal,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-12/SemLocal/session_rdm_ses-11.npz,True,48,6,0.23542695194695948,0.47700128517996143,0.028624668361827206,6
|
| 98 |
Orth,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-6/Orth/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
| 99 |
Orth,ses-11,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-6/Orth/session_rdm_ses-11.npz,True,96,3,0.3957014738594727,0.6947770841127893,0.02958444090913087,3
|
| 100 |
Phon,ses-11+,data/processed/fmri_wrn/ds006239/roi-phonology.cohort-6/Phon/session_rdm_ses-11+.npz,True,96,3,0.5275085368785408,0.7608259153983431,0.01446088890281944,3
|
control/control_by_cell.csv
CHANGED
|
@@ -1,39 +1,39 @@
|
|
| 1 |
variant,task,session,control,n_stim,ceiling,frac_of_ceiling,within_run_normalized,rsa,p_perm,null_mean,null_sd,z,kind,p_holm,significant
|
| 2 |
-
corrected,Orth,ses-11,word_frequency,96,0.
|
| 3 |
-
corrected,Orth,ses-11,condition,96,0.
|
| 4 |
-
corrected,Orth,ses-11,text_edit_distance,96,0.
|
| 5 |
-
corrected,Orth,ses-11,visual_pixels,96,0.
|
| 6 |
-
corrected,Orth,ses-11,visual_luminance,96,0.
|
| 7 |
-
corrected,Orth,ses-11+,word_frequency,96,0.
|
| 8 |
-
corrected,Orth,ses-11+,condition,96,0.
|
| 9 |
-
corrected,Orth,ses-11+,text_edit_distance,96,0.
|
| 10 |
-
corrected,Orth,ses-11+,visual_pixels,96,0.
|
| 11 |
-
corrected,Orth,ses-11+,visual_luminance,96,0.
|
| 12 |
-
corrected,Phon,ses-11,word_frequency,96,0.
|
| 13 |
-
corrected,Phon,ses-11,condition,96,0.
|
| 14 |
-
corrected,Phon,ses-11,text_edit_distance,96,0.
|
| 15 |
-
corrected,Phon,ses-11,visual_pixels,96,0.
|
| 16 |
-
corrected,Phon,ses-11,visual_luminance,96,0.
|
| 17 |
-
corrected,Phon,ses-11+,word_frequency,96,0.
|
| 18 |
-
corrected,Phon,ses-11+,condition,96,0.
|
| 19 |
-
corrected,Phon,ses-11+,text_edit_distance,96,0.
|
| 20 |
-
corrected,Phon,ses-11+,visual_pixels,96,0.
|
| 21 |
-
corrected,Phon,ses-11+,visual_luminance,96,0.
|
| 22 |
-
corrected,Sem,ses-11,word_frequency,72,0.
|
| 23 |
-
corrected,Sem,ses-11,condition,72,0.
|
| 24 |
-
corrected,Sem,ses-11,text_edit_distance,72,0.
|
| 25 |
-
corrected,Sem,ses-11,visual_pixels,72,0.
|
| 26 |
-
corrected,Sem,ses-11,visual_luminance,72,0.
|
| 27 |
-
corrected,Sem,ses-11+,word_frequency,72,0.
|
| 28 |
-
corrected,Sem,ses-11+,condition,72,0.
|
| 29 |
-
corrected,Sem,ses-11+,text_edit_distance,72,0.
|
| 30 |
-
corrected,Sem,ses-11+,visual_pixels,72,0.
|
| 31 |
-
corrected,Sem,ses-11+,visual_luminance,72,0.
|
| 32 |
-
corrected,SemLocal,ses-11,condition,48,0.
|
| 33 |
-
corrected,SemLocal,ses-11,text_edit_distance,48,0.
|
| 34 |
-
corrected,SemLocal,ses-11,visual_pixels,48,0.
|
| 35 |
-
corrected,SemLocal,ses-11,visual_luminance,48,0.
|
| 36 |
-
corrected,SemLocal,ses-11+,condition,48,0.
|
| 37 |
-
corrected,SemLocal,ses-11+,text_edit_distance,48,0.
|
| 38 |
-
corrected,SemLocal,ses-11+,visual_pixels,48,0.
|
| 39 |
-
corrected,SemLocal,ses-11+,visual_luminance,48,0.
|
|
|
|
| 1 |
variant,task,session,control,n_stim,ceiling,frac_of_ceiling,within_run_normalized,rsa,p_perm,null_mean,null_sd,z,kind,p_holm,significant
|
| 2 |
+
corrected,Orth,ses-11,word_frequency,96,0.5329456336254198,-0.044191231716973506,True,-0.023551523988090194,0.33053389322135573,-1.9478442770542025e-05,0.024440791574939856,-0.9628184697784177,stimulus,1.0,False
|
| 3 |
+
corrected,Orth,ses-11,condition,96,0.5329456336254198,0.06052931727283459,True,0.032258835346884895,0.026794641071785644,-8.857339939308849e-05,0.013872145018154999,2.3318245809578753,stimulus,1.0,False
|
| 4 |
+
corrected,Orth,ses-11,text_edit_distance,96,0.5329456336254198,0.056785972667736447,True,0.03026383618444257,0.0669866026794641,6.0508883554860085e-05,0.01675458240162695,1.8026905460891782,stimulus,1.0,False
|
| 5 |
+
corrected,Orth,ses-11,visual_pixels,96,0.5329456336254198,-0.028482317729805008,True,-0.01517952686963146,0.47470505898820237,-0.00035480406058968844,0.0214030097469899,-0.6926466409909504,stimulus,1.0,False
|
| 6 |
+
corrected,Orth,ses-11,visual_luminance,96,0.5329456336254198,-0.06541448243494387,True,-0.034862362789570056,0.08258348330333934,-0.000238917358168141,0.02052798196927061,-1.686646328974026,stimulus,1.0,False
|
| 7 |
+
corrected,Orth,ses-11+,word_frequency,96,0.5641849263391924,0.009278820132300246,True,0.005234970452856429,0.8174365126974605,0.00010929875885244629,0.023120833710976528,0.22169060847269098,stimulus,1.0,False
|
| 8 |
+
corrected,Orth,ses-11+,condition,96,0.5641849263391924,0.05208679593073366,True,0.029386585125425517,0.03819236152769446,-0.00014303959378401664,0.013940515680260208,2.118259137207189,stimulus,1.0,False
|
| 9 |
+
corrected,Orth,ses-11+,text_edit_distance,96,0.5641849263391924,0.01982952442774268,True,0.011187518778607219,0.4793041391721656,-2.9955005425452853e-05,0.016393339940019895,0.6842701868192206,stimulus,1.0,False
|
| 10 |
+
corrected,Orth,ses-11+,visual_pixels,96,0.5641849263391924,-0.02494254132307925,True,-0.014072205839073728,0.49190161967606477,-0.000358994826041873,0.02042602535642974,-0.6713597370544645,stimulus,1.0,False
|
| 11 |
+
corrected,Orth,ses-11+,visual_luminance,96,0.5641849263391924,-0.06793439112189713,True,-0.03832755945100542,0.05138972205558888,-0.0001460624463799503,0.01967067170733986,-1.9410367663467991,stimulus,1.0,False
|
| 12 |
+
corrected,Phon,ses-11,word_frequency,96,0.5329456336254198,-0.044191231716973506,True,-0.023551523988090194,0.33053389322135573,-1.9478442770542025e-05,0.024440791574939856,-0.9628184697784177,stimulus,1.0,False
|
| 13 |
+
corrected,Phon,ses-11,condition,96,0.5329456336254198,0.0006483519983052697,True,0.00034553636654910907,0.9826034793041392,7.60911064063033e-05,0.014512391296540333,0.018566565262643747,stimulus,1.0,False
|
| 14 |
+
corrected,Phon,ses-11,text_edit_distance,96,0.5329456336254198,0.056785972667736447,True,0.03026383618444257,0.0669866026794641,6.0508883554860085e-05,0.01675458240162695,1.8026905460891782,stimulus,1.0,False
|
| 15 |
+
corrected,Phon,ses-11,visual_pixels,96,0.5329456336254198,-0.028482317729805008,True,-0.01517952686963146,0.47470505898820237,-0.00035480406058968844,0.0214030097469899,-0.6926466409909504,stimulus,1.0,False
|
| 16 |
+
corrected,Phon,ses-11,visual_luminance,96,0.5329456336254198,-0.06541448243494387,True,-0.034862362789570056,0.08258348330333934,-0.000238917358168141,0.02052798196927061,-1.686646328974026,stimulus,1.0,False
|
| 17 |
+
corrected,Phon,ses-11+,word_frequency,96,0.5641849263391924,0.009278820132300246,True,0.005234970452856429,0.8174365126974605,0.00010929875885244629,0.023120833710976528,0.22169060847269098,stimulus,1.0,False
|
| 18 |
+
corrected,Phon,ses-11+,condition,96,0.5641849263391924,0.017797734461608747,True,0.010041213506227236,0.4461107778444311,-1.4746639112650117e-05,0.014405876621540002,0.6980456940472428,stimulus,1.0,False
|
| 19 |
+
corrected,Phon,ses-11+,text_edit_distance,96,0.5641849263391924,0.01982952442774268,True,0.011187518778607219,0.4793041391721656,-2.9955005425452853e-05,0.016393339940019895,0.6842701868192206,stimulus,1.0,False
|
| 20 |
+
corrected,Phon,ses-11+,visual_pixels,96,0.5641849263391924,-0.02494254132307925,True,-0.014072205839073728,0.49190161967606477,-0.000358994826041873,0.02042602535642974,-0.6713597370544645,stimulus,1.0,False
|
| 21 |
+
corrected,Phon,ses-11+,visual_luminance,96,0.5641849263391924,-0.06793439112189713,True,-0.03832755945100542,0.05138972205558888,-0.0001460624463799503,0.01967067170733986,-1.9410367663467991,stimulus,1.0,False
|
| 22 |
+
corrected,Sem,ses-11,word_frequency,72,0.3460735211274073,0.04467991757017512,True,0.015462536397192816,0.3233353329334133,-3.26487972288656e-06,0.015454916702111894,1.000704279033844,stimulus,1.0,False
|
| 23 |
+
corrected,Sem,ses-11,condition,72,0.3460735211274073,0.017401138611159047,True,0.006022073310789893,0.7524495100979804,-0.00024071207097246922,0.01956255326561611,0.3201415120208225,stimulus,1.0,False
|
| 24 |
+
corrected,Sem,ses-11,text_edit_distance,72,0.3460735211274073,-0.043277043129220275,True,-0.014977038699711929,0.45030993801239755,-0.00012421781541203808,0.019379052525458462,-0.7664368969546448,stimulus,1.0,False
|
| 25 |
+
corrected,Sem,ses-11,visual_pixels,72,0.3460735211274073,-0.06224643583584037,True,-0.021541843227340506,0.20075984803039393,0.00019995951860438542,0.01695562717023474,-1.2822765283981892,stimulus,1.0,False
|
| 26 |
+
corrected,Sem,ses-11,visual_luminance,72,0.3460735211274073,-0.0672057416125856,True,-0.02325812763984622,0.1807638472305539,0.00020003994969289244,0.017405700892952035,-1.3477289844553249,stimulus,1.0,False
|
| 27 |
+
corrected,Sem,ses-11+,word_frequency,72,0.40488516913909905,0.04640973913838408,True,0.018790615080746104,0.1983603279344131,-3.823771677617871e-06,0.014923902266923337,1.259351509746852,stimulus,1.0,False
|
| 28 |
+
corrected,Sem,ses-11+,condition,72,0.40488516913909905,0.032800130099445546,True,0.013280286223098464,0.46970605878824234,-6.700737745728204e-05,0.019705519487919692,0.6773378193891746,stimulus,1.0,False
|
| 29 |
+
corrected,Sem,ses-11+,text_edit_distance,72,0.40488516913909905,0.026993557098658413,True,0.01092929093155624,0.5596880623875224,-0.00022390159635686646,0.019086367847542248,0.5843538496385497,stimulus,1.0,False
|
| 30 |
+
corrected,Sem,ses-11+,visual_pixels,72,0.40488516913909905,-0.04107816715283546,True,-0.016631940655599968,0.3129374125174965,0.00016287230104940884,0.016693195087229305,-1.0060873827857992,stimulus,1.0,False
|
| 31 |
+
corrected,Sem,ses-11+,visual_luminance,72,0.40488516913909905,-0.034333605586914735,True,-0.01390116770521309,0.41571685662867425,0.0003018865441441428,0.01723510126829358,-0.824077214716556,stimulus,1.0,False
|
| 32 |
+
corrected,SemLocal,ses-11,condition,48,0.2484818434818085,-0.04672974954855537,True,-0.011611494313268246,0.6850629874025195,-0.0002114773356409386,0.030475259992488544,-0.3740744781197298,stimulus,1.0,False
|
| 33 |
+
corrected,SemLocal,ses-11,text_edit_distance,48,0.2484818434818085,-0.018804377224038996,True,-0.004672546318156542,0.8758248350329934,-0.00024868919977451,0.029162070901678296,-0.15169900426981464,stimulus,1.0,False
|
| 34 |
+
corrected,SemLocal,ses-11,visual_pixels,48,0.2484818434818085,0.06372176223168015,True,0.01583370094923736,0.5612877424515097,1.1358267092099306e-05,0.027253430803384354,0.5805633351526469,stimulus,1.0,False
|
| 35 |
+
corrected,SemLocal,ses-11,visual_luminance,48,0.2484818434818085,0.021033382936686964,True,0.005226413766766792,0.8472305538892222,-0.000836297552302206,0.027648243480151408,0.21928016234384368,stimulus,1.0,False
|
| 36 |
+
corrected,SemLocal,ses-11+,condition,48,0.3052601704501246,-0.025727407857899353,True,-0.007853552907942232,0.7854429114177165,-1.6065471822363297e-05,0.030569802102246232,-0.2563800514523972,stimulus,1.0,False
|
| 37 |
+
corrected,SemLocal,ses-11+,text_edit_distance,48,0.3052601704501246,-0.008616279282519934,True,-0.0026302068824279124,0.9320135972805439,-0.00018596685475218096,0.0291376182570538,-0.08388606117454812,stimulus,1.0,False
|
| 38 |
+
corrected,SemLocal,ses-11+,visual_pixels,48,0.3052601704501246,-0.06002215037770786,True,-0.018322371855082113,0.47910417916416714,4.1630210668033785e-05,0.02575603534279435,-0.712998014664348,stimulus,1.0,False
|
| 39 |
+
corrected,SemLocal,ses-11+,visual_luminance,48,0.3052601704501246,0.08117192750674865,True,0.02477855642647525,0.34453109378124375,-0.0005327432602662514,0.02653083271484274,0.9540333678115953,stimulus,1.0,False
|
control/control_summary.csv
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
control,n_cells,rsa_mean,rsa_max,z_max,p_min,n_significant,frac_of_ceiling_max
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
visual_pixels,8,-0.
|
|
|
|
| 1 |
control,n_cells,rsa_mean,rsa_max,z_max,p_min,n_significant,frac_of_ceiling_max
|
| 2 |
+
condition,8,0.008983685332220579,0.032258835346884895,2.3318245809578753,0.026794641071785644,0,0.06052931727283459
|
| 3 |
+
text_edit_distance,8,0.00894402611966993,0.03026383618444257,1.8026905460891782,0.0669866026794641,0,0.056785972667736447
|
| 4 |
+
word_frequency,6,-0.0003966592654214354,0.018790615080746104,1.259351509746852,0.1983603279344131,0,0.04640973913838408
|
| 5 |
+
visual_luminance,8,-0.01919177120412103,0.02477855642647525,0.9540333678115953,0.05138972205558888,0,0.08117192750674865
|
| 6 |
+
visual_pixels,8,-0.01239574002577445,0.01583370094923736,0.5805633351526469,0.20075984803039393,0,0.06372176223168015
|
control/dimensionality_summary.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"group_rdm_effective_rank_median":
|
| 3 |
"n_stim_median": 84,
|
| 4 |
"pattern_effective_rank_median": null,
|
| 5 |
"pattern_n_voxels_median": null,
|
|
|
|
| 1 |
{
|
| 2 |
+
"group_rdm_effective_rank_median": 60,
|
| 3 |
"n_stim_median": 84,
|
| 4 |
"pattern_effective_rank_median": null,
|
| 5 |
"pattern_n_voxels_median": null,
|
control/fig_positive_control.pdf
CHANGED
|
Binary files a/control/fig_positive_control.pdf and b/control/fig_positive_control.pdf differ
|
|
|
control/fig_positive_control.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
control/rdm_dimensionality.csv
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
task,session,n_stim,group_rdm_effective_rank,subject_rdm_rank_median,subject_rdm_rank_min,subject_rdm_rank_max,ceiling
|
| 2 |
-
Orth,ses-11,96,
|
| 3 |
-
Orth,ses-11+,96,
|
| 4 |
-
Phon,ses-11,96,
|
| 5 |
-
Phon,ses-11+,96,
|
| 6 |
-
Sem,ses-11,72,
|
| 7 |
-
Sem,ses-11+,72,54,45,
|
| 8 |
-
SemLocal,ses-11,48,
|
| 9 |
-
SemLocal,ses-11+,48,
|
|
|
|
| 1 |
task,session,n_stim,group_rdm_effective_rank,subject_rdm_rank_median,subject_rdm_rank_min,subject_rdm_rank_max,ceiling
|
| 2 |
+
Orth,ses-11,96,66,49,35,57,0.5329456336254198
|
| 3 |
+
Orth,ses-11+,96,66,52,36,57,0.5641849263391924
|
| 4 |
+
Phon,ses-11,96,66,49,35,57,0.5329456336254198
|
| 5 |
+
Phon,ses-11+,96,66,52,36,57,0.5641849263391924
|
| 6 |
+
Sem,ses-11,72,53,42,37,47,0.3460735211274073
|
| 7 |
+
Sem,ses-11+,72,54,45,39,48,0.40488516913909905
|
| 8 |
+
SemLocal,ses-11,48,38,31,26,34,0.2484818434818085
|
| 9 |
+
SemLocal,ses-11+,48,38,32,27,35,0.3052601704501246
|
control/summary.json
CHANGED
|
@@ -9,12 +9,12 @@
|
|
| 9 |
"visual_pixels",
|
| 10 |
"word_frequency"
|
| 11 |
],
|
| 12 |
-
"best_control": "
|
| 13 |
-
"best_rsa": 0.
|
| 14 |
-
"best_z":
|
| 15 |
-
"best_cell": "
|
| 16 |
-
"best_frac_of_ceiling": 0.
|
| 17 |
-
"lm_best_rsa_for_comparison": 0.
|
| 18 |
"n_permutations": 5000,
|
| 19 |
"verdict": "no recoverable stimulus signal"
|
| 20 |
}
|
|
|
|
| 9 |
"visual_pixels",
|
| 10 |
"word_frequency"
|
| 11 |
],
|
| 12 |
+
"best_control": "condition",
|
| 13 |
+
"best_rsa": 0.032258835346884895,
|
| 14 |
+
"best_z": 2.3318245809578753,
|
| 15 |
+
"best_cell": "Orth/ses-11",
|
| 16 |
+
"best_frac_of_ceiling": 0.06052931727283459,
|
| 17 |
+
"lm_best_rsa_for_comparison": 0.0771122942859387,
|
| 18 |
"n_permutations": 5000,
|
| 19 |
"verdict": "no recoverable stimulus signal"
|
| 20 |
}
|
fig_corrected_family.pdf
CHANGED
|
Binary files a/fig_corrected_family.pdf and b/fig_corrected_family.pdf differ
|
|
|
fig_corrected_family.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
fig_corrected_null_checks.pdf
CHANGED
|
Binary files a/fig_corrected_null_checks.pdf and b/fig_corrected_null_checks.pdf differ
|
|
|
fig_corrected_null_checks.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
fig_corrected_scale_ladder.pdf
CHANGED
|
Binary files a/fig_corrected_scale_ladder.pdf and b/fig_corrected_scale_ladder.pdf differ
|
|
|
fig_corrected_scale_ladder.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
fig_corrected_trajectory.pdf
CHANGED
|
Binary files a/fig_corrected_trajectory.pdf and b/fig_corrected_trajectory.pdf differ
|
|
|
fig_corrected_trajectory.png
CHANGED
|
Git LFS Details
|
|
Git LFS Details
|
scale_ladder.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,scale_trend_rho,scale_trend_p,scale_trend_n
|
| 2 |
-
pythia-70m-full,95592496.0,21,
|
| 3 |
-
pythia-160m-full,212654688.0,21,
|
| 4 |
-
pythia-410m-full,505997504.0,21,
|
| 5 |
-
pythia-1b-full,1078891008.0,21,
|
| 6 |
-
pythia-1.4b-full,1515311488.0,21,
|
|
|
|
| 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,scale_trend_rho,scale_trend_p,scale_trend_n
|
| 2 |
+
pythia-70m-full,95592496.0,21,2184,8,0.0011800303808901182,0.018666050194156472,0.02289946858946348,0.0687605503367688,0.0687605503367688,SemLocal/ses-11,8,0.01798260106478902,0.31765792307817603,,,,,False,7.486490839433301e-05,True,,-0.17466265271523024,0.2810571952468683,40
|
| 3 |
+
pythia-160m-full,212654688.0,21,2184,8,-0.010628442023775771,0.008797225895337227,0.019526026025758775,0.0468134504413724,-0.0468134504413724,Sem/ses-11+,0,-0.02454449043444547,0.20998550432069332,,,,,False,2.21960318748223e-06,True,,-0.17466265271523024,0.2810571952468683,40
|
| 4 |
+
pythia-410m-full,505997504.0,21,2184,8,-0.0020977306574268347,0.013602010571812167,0.02003155394484878,0.0590741687723793,0.0590741687723793,SemLocal/ses-11+,2,0.0035891563141960373,0.2833013186694934,,,,,False,1.0977007523635425e-05,True,,-0.17466265271523024,0.2810571952468683,40
|
| 5 |
+
pythia-1b-full,1078891008.0,21,2184,8,-0.008070990045684998,0.00629977111294525,0.01831281698306934,0.0465917992105976,-0.0465917992105976,Orth/ses-11,4000,-0.020552065859282216,0.20770145988298225,,,,,False,1.4830902478444022e-07,True,,-0.17466265271523024,0.2810571952468683,40
|
| 6 |
+
pythia-1.4b-full,1515311488.0,21,2184,8,-0.011126229877240292,0.009392616952851474,0.01944808519428345,0.0682036980403643,-0.0682036980403643,Orth/ses-11,8000,-0.025553677257219132,0.25914601405162674,,,,,False,3.7539802401778014e-06,True,,-0.17466265271523024,0.2810571952468683,40
|
seed_null_comparison.csv
CHANGED
|
@@ -1,16 +1,16 @@
|
|
| 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-
|
| 3 |
-
pico-decoder-
|
| 4 |
-
|
| 5 |
-
pico-decoder-medium,0.
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
pythia-410m-full,-0.
|
| 9 |
-
beetle-humanscale-eng,-0.
|
| 10 |
-
beetle-fineweb3-eng,-0.
|
| 11 |
-
pythia-1b-full,-0.
|
| 12 |
-
pythia-
|
| 13 |
-
pythia-
|
| 14 |
-
babylm-gpt2-
|
| 15 |
-
babylm-gpt2-3,-0.
|
| 16 |
-
babylm-gpt2-
|
|
|
|
| 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-small,0.00675063468533653,0.016177059284967286,,0.0680667524820783,,,,False,0.3144527366089336,6.518498882791569e-05,True
|
| 3 |
+
pico-decoder-tiny,0.006510978152556381,0.009475786709493705,,0.0591314160206779,,,,False,0.2835758586464448,1.8731112029706086e-06,True
|
| 4 |
+
pico-decoder-large,0.0026773177686492755,0.012714495074844852,,0.0543328056865522,,,,False,0.2510050621303874,7.616073134034762e-06,True
|
| 5 |
+
pico-decoder-medium,0.0016271527562518125,0.013636318634272619,,0.0644901079480601,,,,False,0.29792946172674295,1.0464261829170118e-05,True
|
| 6 |
+
pythia-70m-full,0.0011800303808901182,0.018666050194156472,,0.0687605503367688,,,,False,0.31765792307817603,7.486490839433301e-05,True
|
| 7 |
+
babylm-gpt2,-0.001698487314787341,0.007770218988641287,,0.0340729619675139,,,,False,0.13608374381511168,2.3712490066166485e-07,True
|
| 8 |
+
pythia-410m-full,-0.0020977306574268347,0.013602010571812167,,0.0590741687723793,,,,False,0.2833013186694934,1.0977007523635425e-05,True
|
| 9 |
+
beetle-humanscale-eng,-0.002211967311433426,0.010544671887852346,,0.0357950229792478,,,,False,0.1653647709396412,2.0395494686966393e-06,True
|
| 10 |
+
beetle-fineweb3-eng,-0.006683623555611694,0.00724043425671626,,0.0545836668575688,,,,False,0.26176626975741263,3.083721843830297e-07,True
|
| 11 |
+
pythia-1b-full,-0.008070990045684998,0.00629977111294525,,0.0465917992105976,,,,False,0.20770145988298225,1.4830902478444022e-07,True
|
| 12 |
+
pythia-160m-full,-0.010628442023775771,0.008797225895337227,,0.0468134504413724,,,,False,0.20998550432069332,2.21960318748223e-06,True
|
| 13 |
+
pythia-1.4b-full,-0.011126229877240292,0.009392616952851474,,0.0682036980403643,,,,False,0.25914601405162674,3.7539802401778014e-06,True
|
| 14 |
+
babylm-gpt2-5,-0.03014342598483171,0.03006282635499096,,0.0691513144324644,,,,False,0.1747562720906681,0.05197740481107282,False
|
| 15 |
+
babylm-gpt2-3,-0.03016102155967468,0.030261528630146948,,0.0714417824598709,,,,False,0.18054464584896227,0.05304991451534222,False
|
| 16 |
+
babylm-gpt2-7,-0.030296259443712843,0.03040154372018085,,0.0734383784214201,,,,False,0.18559035857293932,0.05471938058484222,False
|
summary.json
CHANGED
|
@@ -2,25 +2,25 @@
|
|
| 2 |
"dataset": "ds003604",
|
| 3 |
"rdms": "within-run normalised",
|
| 4 |
"n_families": 15,
|
| 5 |
-
"n_rows":
|
| 6 |
"n_cells": 8,
|
| 7 |
-
"ceiling_lower_mean": 0.
|
| 8 |
-
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|
| 9 |
-
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|
| 10 |
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|
| 11 |
"null_max_p95_median": null,
|
| 12 |
"families_beating_null_max": 0,
|
| 13 |
-
"families_equivalent_to_zero":
|
| 14 |
"sesoi": 0.05,
|
| 15 |
-
"scale_trend_rho": -0.
|
| 16 |
-
"scale_trend_p": 0.
|
| 17 |
-
"var_pct_cell":
|
| 18 |
-
"var_pct_family":
|
| 19 |
-
"var_pct_residual":
|
| 20 |
-
"untrained_mean":
|
| 21 |
-
"untrained_n":
|
| 22 |
-
"trained_mean": -0.
|
| 23 |
-
"trained_n":
|
| 24 |
-
"untrained_vs_trained_t":
|
| 25 |
-
"untrained_vs_trained_p":
|
| 26 |
}
|
|
|
|
| 2 |
"dataset": "ds003604",
|
| 3 |
"rdms": "within-run normalised",
|
| 4 |
"n_families": 15,
|
| 5 |
+
"n_rows": 27248,
|
| 6 |
"n_cells": 8,
|
| 7 |
+
"ceiling_lower_mean": 0.398398205002904,
|
| 8 |
+
"best_rsa_abs": 0.0734383784214201,
|
| 9 |
+
"best_frac_of_ceiling": 0.31765792307817603,
|
| 10 |
"seed_null_sd_median": null,
|
| 11 |
"null_max_p95_median": null,
|
| 12 |
"families_beating_null_max": 0,
|
| 13 |
+
"families_equivalent_to_zero": 12,
|
| 14 |
"sesoi": 0.05,
|
| 15 |
+
"scale_trend_rho": -0.17466265271523024,
|
| 16 |
+
"scale_trend_p": 0.2810571952468683,
|
| 17 |
+
"var_pct_cell": 14.382209804473597,
|
| 18 |
+
"var_pct_family": 19.345900848403637,
|
| 19 |
+
"var_pct_residual": 66.26821935299476,
|
| 20 |
+
"untrained_mean": 0.000825928697540638,
|
| 21 |
+
"untrained_n": 1144,
|
| 22 |
+
"trained_mean": -0.005112769241560754,
|
| 23 |
+
"trained_n": 26104,
|
| 24 |
+
"untrained_vs_trained_t": 8.915342288776726,
|
| 25 |
+
"untrained_vs_trained_p": 1.6695083916771478e-18
|
| 26 |
}
|
training_trend.csv
CHANGED
|
@@ -1,16 +1,16 @@
|
|
| 1 |
family,n_cells,trend_rho_mean,trend_rho_sd,t,p
|
| 2 |
-
pico-decoder-tiny,8,0.
|
| 3 |
-
beetle-fineweb3-eng,8,0.
|
| 4 |
-
babylm-gpt2,8,0.
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
pythia-
|
| 10 |
-
|
| 11 |
-
pythia-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
pico-decoder-
|
| 16 |
-
|
|
|
|
| 1 |
family,n_cells,trend_rho_mean,trend_rho_sd,t,p
|
| 2 |
+
pico-decoder-tiny,8,0.5780844155844156,0.17025861165810743,9.603447517329448,2.791676556157338e-05
|
| 3 |
+
beetle-fineweb3-eng,8,0.42157358603091727,0.2403112823515155,4.961856780665831,0.001634159068968516
|
| 4 |
+
babylm-gpt2-7,8,0.3166666666666666,0.47892074434615933,1.870181235782051,0.10365023103984952
|
| 5 |
+
babylm-gpt2,8,0.2229166666666666,0.7901646151578916,0.7979394855994872,0.45112175093863427
|
| 6 |
+
beetle-humanscale-eng,8,0.08987332059560815,0.6337127899477453,0.4011283057496589,0.7002881828330271
|
| 7 |
+
babylm-gpt2-3,8,0.029166666666666646,0.6883238209881177,0.11985026323802701,0.9079690585039049
|
| 8 |
+
babylm-gpt2-5,8,-0.03750000000000006,0.6982262106723301,-0.15190781376690243,0.8835451676367846
|
| 9 |
+
pythia-160m-full,8,-0.039460865998072525,0.7104069050767507,-0.15711021804167946,0.879593592994909
|
| 10 |
+
pythia-1b-full,8,-0.053101659182591465,0.6961274076911,-0.21575673007794652,0.8353294923653385
|
| 11 |
+
pythia-1.4b-full,8,-0.06999026026818636,0.5155449646598338,-0.38398658542073655,0.712385877757127
|
| 12 |
+
pythia-70m-full,8,-0.10734005113055953,0.28103339060760774,-1.0803111741736884,0.31581264912388046
|
| 13 |
+
pico-decoder-small,8,-0.17126623376623373,0.2000764106017283,-2.421145299841524,0.04601473764690844
|
| 14 |
+
pico-decoder-medium,8,-0.27224025974025967,0.2254765358452081,-3.415041535079816,0.011210705493163385
|
| 15 |
+
pico-decoder-large,8,-0.2946428571428571,0.2749467402037682,-3.031044662096896,0.019086444958278697
|
| 16 |
+
pythia-410m-full,8,-0.3140630240340425,0.5195517047840368,-1.7097516337222758,0.13105711797318573
|