Experiments DB Dev
800189371b
Adds make_figure (2-panel learning curves + per-phase slopes, colorblind-safe Box-B2/Box-A2 palette) -> results/figure_learning.png; analysis/writeup.md (figure + methods + results summary); and tdcs_export_all/run_export exporting every data variation into an organized export/ tree (curated_all, scenarios/9, anchors/3 with tDCS factor, phases/9 + MANIFEST). Adds tExport tests. Suite 36/36. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
7.9 KiB
7.9 KiB
| 1 | subject | group | day | success | total | day_c | day_c2 | tDCS |
|---|---|---|---|---|---|---|---|---|
| 2 | Banh-mi-1 | Electrode-Box-B2 | 0 | 13 | 84 | -8.2972972972973 | 68.845142439737 | 1 |
| 3 | Banh-mi-1 | Electrode-Box-B2 | 1 | 35 | 86 | -7.2972972972973 | 53.2505478451424 | 1 |
| 4 | Banh-mi-1 | Electrode-Box-B2 | 2 | 47 | 110 | -6.2972972972973 | 39.6559532505478 | 1 |
| 5 | Banh-mi-1 | Electrode-Box-B2 | 3 | 65 | 140 | -5.2972972972973 | 28.0613586559532 | 1 |
| 6 | Banh-mi-1 | Electrode-Box-B2 | 4 | 70 | 127 | -4.2972972972973 | 18.4667640613586 | 1 |
| 7 | Banh-mi-1 | Electrode-Box-B2 | 5 | 102 | 142 | -3.2972972972973 | 10.8721694667641 | 1 |
| 8 | Banh-mi-1 | Electrode-Box-B2 | 6 | 90 | 131 | -2.2972972972973 | 5.27757487216946 | 1 |
| 9 | Banh-mi-1 | Electrode-Box-B2 | 7 | 109 | 148 | -1.2972972972973 | 1.68298027757487 | 1 |
| 10 | Banh-mi-1 | Electrode-Box-B2 | 8 | 104 | 137 | -0.297297297297296 | 0.0883856829802771 | 1 |
| 11 | Banh-mi-1 | Electrode-Box-B2 | 9 | 119 | 150 | 0.702702702702704 | 0.493791088385684 | 1 |
| 12 | Banh-mi-1 | Electrode-Box-B2 | 10 | 121 | 158 | 1.7027027027027 | 2.89919649379109 | 1 |
| 13 | Banh-mi-1 | Electrode-Box-B2 | 11 | 121 | 148 | 2.7027027027027 | 7.3046018991965 | 1 |
| 14 | Banh-mi-1 | Electrode-Box-B2 | 12 | 120 | 149 | 3.7027027027027 | 13.7100073046019 | 1 |
| 15 | Banh-mi-1 | Electrode-Box-B2 | 13 | 135 | 154 | 4.7027027027027 | 22.1154127100073 | 1 |
| 16 | Banh-mi-2 | Electrode-Box-A2 | 0 | 25 | 97 | -8.2972972972973 | 68.845142439737 | 0 |
| 17 | Banh-mi-2 | Electrode-Box-A2 | 1 | 22 | 101 | -7.2972972972973 | 53.2505478451424 | 0 |
| 18 | Banh-mi-2 | Electrode-Box-A2 | 2 | 22 | 119 | -6.2972972972973 | 39.6559532505478 | 0 |
| 19 | Banh-mi-2 | Electrode-Box-A2 | 3 | 29 | 118 | -5.2972972972973 | 28.0613586559532 | 0 |
| 20 | Banh-mi-2 | Electrode-Box-A2 | 4 | 27 | 136 | -4.2972972972973 | 18.4667640613586 | 0 |
| 21 | Banh-mi-2 | Electrode-Box-A2 | 5 | 43 | 146 | -3.2972972972973 | 10.8721694667641 | 0 |
| 22 | Banh-mi-2 | Electrode-Box-A2 | 6 | 74 | 146 | -2.2972972972973 | 5.27757487216946 | 0 |
| 23 | Banh-mi-2 | Electrode-Box-A2 | 7 | 70 | 148 | -1.2972972972973 | 1.68298027757487 | 0 |
| 24 | Banh-mi-2 | Electrode-Box-A2 | 8 | 65 | 130 | -0.297297297297296 | 0.0883856829802771 | 0 |
| 25 | Banh-mi-2 | Electrode-Box-A2 | 9 | 79 | 151 | 0.702702702702704 | 0.493791088385684 | 0 |
| 26 | Banh-mi-2 | Electrode-Box-A2 | 10 | 93 | 152 | 1.7027027027027 | 2.89919649379109 | 0 |
| 27 | Egg-tart-1 | Electrode-Box-B2 | 0 | 7 | 56 | -8.2972972972973 | 68.845142439737 | 1 |
| 28 | Egg-tart-1 | Electrode-Box-B2 | 1 | 16 | 78 | -7.2972972972973 | 53.2505478451424 | 1 |
| 29 | Egg-tart-1 | Electrode-Box-B2 | 2 | 23 | 103 | -6.2972972972973 | 39.6559532505478 | 1 |
| 30 | Egg-tart-1 | Electrode-Box-B2 | 3 | 63 | 120 | -5.2972972972973 | 28.0613586559532 | 1 |
| 31 | Egg-tart-1 | Electrode-Box-B2 | 4 | 69 | 132 | -4.2972972972973 | 18.4667640613586 | 1 |
| 32 | Egg-tart-1 | Electrode-Box-B2 | 5 | 83 | 136 | -3.2972972972973 | 10.8721694667641 | 1 |
| 33 | Egg-tart-1 | Electrode-Box-B2 | 6 | 71 | 142 | -2.2972972972973 | 5.27757487216946 | 1 |
| 34 | Egg-tart-1 | Electrode-Box-B2 | 7 | 79 | 138 | -1.2972972972973 | 1.68298027757487 | 1 |
| 35 | Egg-tart-1 | Electrode-Box-B2 | 8 | 98 | 142 | -0.297297297297296 | 0.0883856829802771 | 1 |
| 36 | Egg-tart-1 | Electrode-Box-B2 | 9 | 89 | 139 | 0.702702702702704 | 0.493791088385684 | 1 |
| 37 | Egg-tart-1 | Electrode-Box-B2 | 10 | 96 | 143 | 1.7027027027027 | 2.89919649379109 | 1 |
| 38 | Egg-tart-1 | Electrode-Box-B2 | 11 | 96 | 148 | 2.7027027027027 | 7.3046018991965 | 1 |
| 39 | Egg-tart-1 | Electrode-Box-B2 | 12 | 101 | 156 | 3.7027027027027 | 13.7100073046019 | 1 |
| 40 | Egg-tart-1 | Electrode-Box-B2 | 13 | 103 | 152 | 4.7027027027027 | 22.1154127100073 | 1 |
| 41 | Egg-tart-1 | Electrode-Box-B2 | 14 | 97 | 152 | 5.7027027027027 | 32.5208181154127 | 1 |
| 42 | Egg-tart-2 | Electrode-Box-A2 | 0 | 9 | 32 | -8.2972972972973 | 68.845142439737 | 0 |
| 43 | Egg-tart-2 | Electrode-Box-A2 | 1 | 2 | 38 | -7.2972972972973 | 53.2505478451424 | 0 |
| 44 | Egg-tart-2 | Electrode-Box-A2 | 2 | 31 | 93 | -6.2972972972973 | 39.6559532505478 | 0 |
| 45 | Egg-tart-2 | Electrode-Box-A2 | 3 | 44 | 101 | -5.2972972972973 | 28.0613586559532 | 0 |
| 46 | Egg-tart-2 | Electrode-Box-A2 | 4 | 54 | 131 | -4.2972972972973 | 18.4667640613586 | 0 |
| 47 | Egg-tart-2 | Electrode-Box-A2 | 5 | 84 | 139 | -3.2972972972973 | 10.8721694667641 | 0 |
| 48 | Egg-tart-2 | Electrode-Box-A2 | 6 | 85 | 145 | -2.2972972972973 | 5.27757487216946 | 0 |
| 49 | Egg-tart-2 | Electrode-Box-A2 | 7 | 79 | 143 | -1.2972972972973 | 1.68298027757487 | 0 |
| 50 | Egg-tart-2 | Electrode-Box-A2 | 8 | 76 | 131 | -0.297297297297296 | 0.0883856829802771 | 0 |
| 51 | Egg-tart-2 | Electrode-Box-A2 | 9 | 88 | 149 | 0.702702702702704 | 0.493791088385684 | 0 |
| 52 | Egg-tart-2 | Electrode-Box-A2 | 10 | 81 | 151 | 1.7027027027027 | 2.89919649379109 | 0 |
| 53 | Egg-tart-2 | Electrode-Box-A2 | 11 | 78 | 152 | 2.7027027027027 | 7.3046018991965 | 0 |
| 54 | Egg-tart-2 | Electrode-Box-A2 | 12 | 96 | 155 | 3.7027027027027 | 13.7100073046019 | 0 |
| 55 | Egg-tart-2 | Electrode-Box-A2 | 13 | 84 | 155 | 4.7027027027027 | 22.1154127100073 | 0 |
| 56 | Khoai-lang-1 | Electrode-Box-B2 | 0 | 3 | 69 | -8.2972972972973 | 68.845142439737 | 1 |
| 57 | Khoai-lang-1 | Electrode-Box-B2 | 1 | 18 | 97 | -7.2972972972973 | 53.2505478451424 | 1 |
| 58 | Khoai-lang-1 | Electrode-Box-B2 | 2 | 27 | 84 | -6.2972972972973 | 39.6559532505478 | 1 |
| 59 | Khoai-lang-1 | Electrode-Box-B2 | 3 | 46 | 121 | -5.2972972972973 | 28.0613586559532 | 1 |
| 60 | Khoai-lang-1 | Electrode-Box-B2 | 4 | 65 | 143 | -4.2972972972973 | 18.4667640613586 | 1 |
| 61 | Khoai-lang-1 | Electrode-Box-B2 | 5 | 76 | 141 | -3.2972972972973 | 10.8721694667641 | 1 |
| 62 | Khoai-lang-1 | Electrode-Box-B2 | 6 | 79 | 146 | -2.2972972972973 | 5.27757487216946 | 1 |
| 63 | Khoai-lang-1 | Electrode-Box-B2 | 7 | 81 | 153 | -1.2972972972973 | 1.68298027757487 | 1 |
| 64 | Khoai-lang-1 | Electrode-Box-B2 | 8 | 98 | 144 | -0.297297297297296 | 0.0883856829802771 | 1 |
| 65 | Khoai-lang-1 | Electrode-Box-B2 | 9 | 101 | 149 | 0.702702702702704 | 0.493791088385684 | 1 |
| 66 | Khoai-lang-1 | Electrode-Box-B2 | 10 | 103 | 150 | 1.7027027027027 | 2.89919649379109 | 1 |
| 67 | Khoai-lang-1 | Electrode-Box-B2 | 11 | 113 | 154 | 2.7027027027027 | 7.3046018991965 | 1 |
| 68 | Khoai-lang-1 | Electrode-Box-B2 | 12 | 117 | 148 | 3.7027027027027 | 13.7100073046019 | 1 |
| 69 | Khoai-lang-1 | Electrode-Box-B2 | 13 | 114 | 146 | 4.7027027027027 | 22.1154127100073 | 1 |
| 70 | Khoai-lang-1 | Electrode-Box-B2 | 14 | 119 | 132 | 5.7027027027027 | 32.5208181154127 | 1 |
| 71 | Khoai-lang-1 | Electrode-Box-B2 | 15 | 111 | 156 | 6.7027027027027 | 44.9262235208181 | 1 |
| 72 | Khoai-lang-1 | Electrode-Box-B2 | 16 | 74 | 156 | 7.7027027027027 | 59.3316289262235 | 1 |
| 73 | Khoai-lang-1 | Electrode-Box-B2 | 17 | 109 | 139 | 8.7027027027027 | 75.7370343316289 | 1 |
| 74 | Khoai-lang-1 | Electrode-Box-B2 | 18 | 88 | 138 | 9.7027027027027 | 94.1424397370344 | 1 |
| 75 | Khoai-lang-1 | Electrode-Box-B2 | 19 | 98 | 140 | 10.7027027027027 | 114.54784514244 | 1 |
| 76 | Khoai-lang-1 | Electrode-Box-B2 | 20 | 118 | 153 | 11.7027027027027 | 136.953250547845 | 1 |
| 77 | Khoai-lang-1 | Electrode-Box-B2 | 21 | 109 | 146 | 12.7027027027027 | 161.358655953251 | 1 |
| 78 | Khoai-lang-1 | Electrode-Box-B2 | 22 | 106 | 141 | 13.7027027027027 | 187.764061358656 | 1 |
| 79 | Khoai-tay-1 | Electrode-Box-B2 | 0 | 14 | 62 | -8.2972972972973 | 68.845142439737 | 1 |
| 80 | Khoai-tay-1 | Electrode-Box-B2 | 1 | 22 | 83 | -7.2972972972973 | 53.2505478451424 | 1 |
| 81 | Khoai-tay-1 | Electrode-Box-B2 | 2 | 6 | 79 | -6.2972972972973 | 39.6559532505478 | 1 |
| 82 | Khoai-tay-1 | Electrode-Box-B2 | 3 | 28 | 97 | -5.2972972972973 | 28.0613586559532 | 1 |
| 83 | Khoai-tay-1 | Electrode-Box-B2 | 4 | 60 | 134 | -4.2972972972973 | 18.4667640613586 | 1 |
| 84 | Khoai-tay-1 | Electrode-Box-B2 | 5 | 75 | 138 | -3.2972972972973 | 10.8721694667641 | 1 |
| 85 | Khoai-tay-1 | Electrode-Box-B2 | 6 | 81 | 137 | -2.2972972972973 | 5.27757487216946 | 1 |
| 86 | Khoai-tay-1 | Electrode-Box-B2 | 7 | 78 | 147 | -1.2972972972973 | 1.68298027757487 | 1 |
| 87 | Khoai-tay-1 | Electrode-Box-B2 | 8 | 91 | 132 | -0.297297297297296 | 0.0883856829802771 | 1 |
| 88 | Khoai-tay-1 | Electrode-Box-B2 | 9 | 99 | 146 | 0.702702702702704 | 0.493791088385684 | 1 |
| 89 | Khoai-tay-1 | Electrode-Box-B2 | 10 | 94 | 143 | 1.7027027027027 | 2.89919649379109 | 1 |
| 90 | Khoai-tay-1 | Electrode-Box-B2 | 11 | 110 | 156 | 2.7027027027027 | 7.3046018991965 | 1 |
| 91 | Khoai-tay-1 | Electrode-Box-B2 | 12 | 105 | 143 | 3.7027027027027 | 13.7100073046019 | 1 |
| 92 | Khoai-tay-1 | Electrode-Box-B2 | 13 | 106 | 153 | 4.7027027027027 | 22.1154127100073 | 1 |
| 93 | Khoai-tay-1 | Electrode-Box-B2 | 14 | 91 | 152 | 5.7027027027027 | 32.5208181154127 | 1 |
| 94 | Root-beer-1 | Electrode-Box-B2 | 0 | 11 | 85 | -8.2972972972973 | 68.845142439737 | 1 |
| 95 | Root-beer-1 | Electrode-Box-B2 | 1 | 18 | 76 | -7.2972972972973 | 53.2505478451424 | 1 |
| 96 | Root-beer-1 | Electrode-Box-B2 | 2 | 40 | 105 | -6.2972972972973 | 39.6559532505478 | 1 |
| 97 | Root-beer-1 | Electrode-Box-B2 | 3 | 55 | 134 | -5.2972972972973 | 28.0613586559532 | 1 |
| 98 | Root-beer-1 | Electrode-Box-B2 | 4 | 75 | 136 | -4.2972972972973 | 18.4667640613586 | 1 |
| 99 | Root-beer-1 | Electrode-Box-B2 | 5 | 64 | 133 | -3.2972972972973 | 10.8721694667641 | 1 |
| 100 | Root-beer-1 | Electrode-Box-B2 | 6 | 104 | 139 | -2.2972972972973 | 5.27757487216946 | 1 |
| 101 | Root-beer-1 | Electrode-Box-B2 | 7 | 98 | 148 | -1.2972972972973 | 1.68298027757487 | 1 |
| 102 | Root-beer-1 | Electrode-Box-B2 | 8 | 81 | 145 | -0.297297297297296 | 0.0883856829802771 | 1 |
| 103 | Root-beer-1 | Electrode-Box-B2 | 9 | 89 | 156 | 0.702702702702704 | 0.493791088385684 | 1 |
| 104 | Root-beer-1 | Electrode-Box-B2 | 10 | 105 | 158 | 1.7027027027027 | 2.89919649379109 | 1 |
| 105 | Root-beer-2 | Electrode-Box-A2 | 0 | 22 | 74 | -8.2972972972973 | 68.845142439737 | 0 |
| 106 | Root-beer-2 | Electrode-Box-A2 | 1 | 31 | 87 | -7.2972972972973 | 53.2505478451424 | 0 |
| 107 | Root-beer-2 | Electrode-Box-A2 | 2 | 49 | 134 | -6.2972972972973 | 39.6559532505478 | 0 |
| 108 | Root-beer-2 | Electrode-Box-A2 | 3 | 31 | 89 | -5.2972972972973 | 28.0613586559532 | 0 |
| 109 | Root-beer-2 | Electrode-Box-A2 | 4 | 60 | 140 | -4.2972972972973 | 18.4667640613586 | 0 |
| 110 | Root-beer-2 | Electrode-Box-A2 | 5 | 84 | 147 | -3.2972972972973 | 10.8721694667641 | 0 |