Add 82.5M scale re-runs (exp25/26/27/28), chunk geometry (exp30), controlled PA-BPE (exp31), Gate-1 neural (exp29)
78f9c8c verified | { | |
| "pilot_A_s0": { | |
| "sweep": { | |
| "4.010": { | |
| "N": 4.010486006575613, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02882488629701158, | |
| "mean_alignment_gain_raw": 0.07765120443100132, | |
| "mean_cka_white": 0.5432518956553549, | |
| "mean_isoscore": 0.20153180563382592, | |
| "n_pairs": 11 | |
| }, | |
| "5.590": { | |
| "N": 5.590125760034977, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02512031131375948, | |
| "mean_alignment_gain_raw": 0.08933069277209103, | |
| "mean_cka_white": 0.5418252032868697, | |
| "mean_isoscore": 0.20209337669472224, | |
| "n_pairs": 11 | |
| }, | |
| "7.990": { | |
| "N": 7.990293664839167, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.021957035344618094, | |
| "mean_alignment_gain_raw": 0.09955350908123678, | |
| "mean_cka_white": 0.5434399947601677, | |
| "mean_isoscore": 0.20598579046939813, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.00; rho(N, sharing) = -1.00; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "pilot_A_s1": { | |
| "sweep": { | |
| "4.843": { | |
| "N": 4.842749470375131, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02485647779880781, | |
| "mean_alignment_gain_raw": 0.08380163708666363, | |
| "mean_cka_white": 0.5416439961051895, | |
| "mean_isoscore": 0.15677830137258317, | |
| "n_pairs": 11 | |
| }, | |
| "5.923": { | |
| "N": 5.923354712775267, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.023428880333147717, | |
| "mean_alignment_gain_raw": 0.09317657367055975, | |
| "mean_cka_white": 0.5418074615929712, | |
| "mean_isoscore": 0.16691252240559362, | |
| "n_pairs": 11 | |
| }, | |
| "6.473": { | |
| "N": 6.47342257447259, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.021959905630825425, | |
| "mean_alignment_gain_raw": 0.10051856709492385, | |
| "mean_cka_white": 0.5403193725319739, | |
| "mean_isoscore": 0.16605507640238107, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = -0.87; rho(N, sharing) = -1.00; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "pilot_A_s2": { | |
| "sweep": { | |
| "3.247": { | |
| "N": 3.247340156836655, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 0.9978308026030369, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02768412036665073, | |
| "mean_alignment_gain_raw": 0.04744810492915111, | |
| "mean_cka_white": 0.5410939021217808, | |
| "mean_isoscore": 0.21501315948079144, | |
| "n_pairs": 11 | |
| }, | |
| "4.106": { | |
| "N": 4.106232081023907, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.03315803915479451, | |
| "mean_alignment_gain_raw": 0.05520881698466996, | |
| "mean_cka_white": 0.5448832579303093, | |
| "mean_isoscore": 0.2077946335839612, | |
| "n_pairs": 11 | |
| }, | |
| "5.606": { | |
| "N": 5.6058363921337815, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.023995894702321663, | |
| "mean_alignment_gain_raw": 0.06596995482374789, | |
| "mean_cka_white": 0.5427554388138819, | |
| "mean_isoscore": 0.2160115685118317, | |
| "n_pairs": 11 | |
| }, | |
| "6.872": { | |
| "N": 6.8718577636695874, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02800229244272282, | |
| "mean_alignment_gain_raw": 0.07038318453676176, | |
| "mean_cka_white": 0.5430852219881086, | |
| "mean_isoscore": 0.22037087477235529, | |
| "n_pairs": 11 | |
| }, | |
| "8.677": { | |
| "N": 8.67711857791352, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.01679402452111439, | |
| "mean_alignment_gain_raw": 0.06755828345993695, | |
| "mean_cka_white": 0.5424870853626792, | |
| "mean_isoscore": 0.21821914703048204, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.71; rho(N, sharing) = -0.50; wider chunks are MORE language-separated and LESS shared" | |
| }, | |
| "pilot_B_s0": { | |
| "sweep": { | |
| "6.470": { | |
| "N": 6.469684427517443, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.03140293374529328, | |
| "mean_alignment_gain_raw": 0.09605961647212226, | |
| "mean_cka_white": 0.5428320027515644, | |
| "mean_isoscore": 0.20013342026201528, | |
| "n_pairs": 11 | |
| }, | |
| "9.392": { | |
| "N": 9.392155169752753, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.030419627492561493, | |
| "mean_alignment_gain_raw": 0.10651363828936673, | |
| "mean_cka_white": 0.5441216589044968, | |
| "mean_isoscore": 0.20438915298406193, | |
| "n_pairs": 11 | |
| }, | |
| "13.047": { | |
| "N": 13.04724214772404, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.026277859895287192, | |
| "mean_alignment_gain_raw": 0.11456881841653174, | |
| "mean_cka_white": 0.5401512102628071, | |
| "mean_isoscore": 0.19074366975992632, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = -0.87; rho(N, sharing) = -1.00; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "pilot_B_s1": { | |
| "sweep": { | |
| "8.180": { | |
| "N": 8.179832571994911, | |
| "probe_acc_white": 0.9934924078091106, | |
| "probe_acc_raw": 0.9978308026030369, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02601248479782089, | |
| "mean_alignment_gain_raw": 0.10308939750735532, | |
| "mean_cka_white": 0.5450866363123219, | |
| "mean_isoscore": 0.14426184611637058, | |
| "n_pairs": 11 | |
| }, | |
| "8.696": { | |
| "N": 8.695689679043516, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 0.9956616052060737, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.026145664575285242, | |
| "mean_alignment_gain_raw": 0.1029685388185644, | |
| "mean_cka_white": 0.5446397340001784, | |
| "mean_isoscore": 0.14152211048955163, | |
| "n_pairs": 11 | |
| }, | |
| "9.185": { | |
| "N": 9.185065755967768, | |
| "probe_acc_white": 0.9934924078091106, | |
| "probe_acc_raw": 0.9956616052060737, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02184519071935387, | |
| "mean_alignment_gain_raw": 0.10589922088373181, | |
| "mean_cka_white": 0.5441404309396503, | |
| "mean_isoscore": 0.1388399493215148, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.00; rho(N, sharing) = -0.50; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "pilot_B_s2": { | |
| "sweep": { | |
| "5.776": { | |
| "N": 5.776216210969939, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 0.9978308026030369, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.024365143682876778, | |
| "mean_alignment_gain_raw": 0.06090980713559906, | |
| "mean_cka_white": 0.5407968057397126, | |
| "mean_isoscore": 0.1905277817793634, | |
| "n_pairs": 11 | |
| }, | |
| "7.371": { | |
| "N": 7.370614282131133, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 0.9978308026030369, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.015770001930017742, | |
| "mean_alignment_gain_raw": 0.05710044073295761, | |
| "mean_cka_white": 0.5386114576803915, | |
| "mean_isoscore": 0.1898756832712288, | |
| "n_pairs": 11 | |
| }, | |
| "9.438": { | |
| "N": 9.437837534179277, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 0.9978308026030369, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.011768910622301827, | |
| "mean_alignment_gain_raw": 0.06315890016915762, | |
| "mean_cka_white": 0.5384118564987544, | |
| "mean_isoscore": 0.1860129346747055, | |
| "n_pairs": 11 | |
| }, | |
| "12.242": { | |
| "N": 12.241631723856857, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 0.9978308026030369, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.015253709635079165, | |
| "mean_alignment_gain_raw": 0.06257712924530766, | |
| "mean_cka_white": 0.5371729941719541, | |
| "mean_isoscore": 0.1887319663648409, | |
| "n_pairs": 11 | |
| }, | |
| "16.829": { | |
| "N": 16.828583014114262, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 0.9978308026030369, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.018057686755327373, | |
| "mean_alignment_gain_raw": 0.06343154812073853, | |
| "mean_cka_white": 0.5364619917103408, | |
| "mean_isoscore": 0.18628692616658468, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.35; rho(N, sharing) = -0.30; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "spec_A_s0": { | |
| "sweep": { | |
| "4.322": { | |
| "N": 4.321619359640095, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.030152175175514506, | |
| "mean_alignment_gain_raw": 0.07430888633242724, | |
| "mean_cka_white": 0.5451279025482935, | |
| "mean_isoscore": 0.19028607730469826, | |
| "n_pairs": 11 | |
| }, | |
| "4.797": { | |
| "N": 4.796778100439911, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.029115246781301275, | |
| "mean_alignment_gain_raw": 0.07604391802996574, | |
| "mean_cka_white": 0.5470306553345501, | |
| "mean_isoscore": 0.1857156129276916, | |
| "n_pairs": 11 | |
| }, | |
| "5.752": { | |
| "N": 5.752048125400169, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02528036589406117, | |
| "mean_alignment_gain_raw": 0.08012848365924184, | |
| "mean_cka_white": 0.5475203725085209, | |
| "mean_isoscore": 0.1772023935934065, | |
| "n_pairs": 11 | |
| }, | |
| "6.891": { | |
| "N": 6.890517510921609, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.030303714257045568, | |
| "mean_alignment_gain_raw": 0.07821793970873575, | |
| "mean_cka_white": 0.5446629951271647, | |
| "mean_isoscore": 0.17335068649337296, | |
| "n_pairs": 11 | |
| }, | |
| "8.350": { | |
| "N": 8.350334036107723, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.0277319674580797, | |
| "mean_alignment_gain_raw": 0.0784524347339087, | |
| "mean_cka_white": 0.5441003853926677, | |
| "mean_isoscore": 0.17710767925526402, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = -0.58; rho(N, sharing) = -0.20; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "spec_A_s1": { | |
| "sweep": { | |
| "4.286": { | |
| "N": 4.286085109843317, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.028807186852761825, | |
| "mean_alignment_gain_raw": 0.12793550992126515, | |
| "mean_cka_white": 0.5436787935456079, | |
| "mean_isoscore": 0.13974335975947846, | |
| "n_pairs": 11 | |
| }, | |
| "5.073": { | |
| "N": 5.072818859847897, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.029002538471846428, | |
| "mean_alignment_gain_raw": 0.11756040756911804, | |
| "mean_cka_white": 0.5424641177531845, | |
| "mean_isoscore": 0.13367982677406987, | |
| "n_pairs": 11 | |
| }, | |
| "5.917": { | |
| "N": 5.9165091131022285, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.033472144248959924, | |
| "mean_alignment_gain_raw": 0.128386209376975, | |
| "mean_cka_white": 0.5424266732547678, | |
| "mean_isoscore": 0.13054700042078607, | |
| "n_pairs": 11 | |
| }, | |
| "6.764": { | |
| "N": 6.76377588353652, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.03424350624006019, | |
| "mean_alignment_gain_raw": 0.12991064360506077, | |
| "mean_cka_white": 0.5446570143840955, | |
| "mean_isoscore": 0.12973859992826578, | |
| "n_pairs": 11 | |
| }, | |
| "7.811": { | |
| "N": 7.810527292221291, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.026692602899194808, | |
| "mean_alignment_gain_raw": 0.1343473318094529, | |
| "mean_cka_white": 0.5472246675385549, | |
| "mean_isoscore": 0.126788426135706, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.00; rho(N, sharing) = +0.00; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "spec_A_s2": { | |
| "sweep": { | |
| "3.950": { | |
| "N": 3.9498939349662847, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.028435514689450644, | |
| "mean_alignment_gain_raw": 0.08885973897752292, | |
| "mean_cka_white": 0.5408532450311715, | |
| "mean_isoscore": 0.1876925364484605, | |
| "n_pairs": 11 | |
| }, | |
| "4.613": { | |
| "N": 4.6134750711724655, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.01826454148899904, | |
| "mean_alignment_gain_raw": 0.09359852807043376, | |
| "mean_cka_white": 0.5398140664833904, | |
| "mean_isoscore": 0.18629127771621676, | |
| "n_pairs": 11 | |
| }, | |
| "5.616": { | |
| "N": 5.616433417724749, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.021084318451247787, | |
| "mean_alignment_gain_raw": 0.10119811999302121, | |
| "mean_cka_white": 0.5405842416393972, | |
| "mean_isoscore": 0.1812200291477427, | |
| "n_pairs": 11 | |
| }, | |
| "6.718": { | |
| "N": 6.717557821773867, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.022962022409484337, | |
| "mean_alignment_gain_raw": 0.10296154986714295, | |
| "mean_cka_white": 0.5423860990008437, | |
| "mean_isoscore": 0.17820001488657997, | |
| "n_pairs": 11 | |
| }, | |
| "7.880": { | |
| "N": 7.879976586251339, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.0157422689076871, | |
| "mean_alignment_gain_raw": 0.10454949103561066, | |
| "mean_cka_white": 0.5392927695996754, | |
| "mean_isoscore": 0.1722780798030765, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.00; rho(N, sharing) = -0.60; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "spec_B_s0": { | |
| "sweep": { | |
| "6.369": { | |
| "N": 6.369044062936606, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02485985081424152, | |
| "mean_alignment_gain_raw": 0.08574609556492664, | |
| "mean_cka_white": 0.5450139404199749, | |
| "mean_isoscore": 0.1837252713961328, | |
| "n_pairs": 11 | |
| }, | |
| "7.558": { | |
| "N": 7.557756550227171, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.024571616773601656, | |
| "mean_alignment_gain_raw": 0.09122387620175276, | |
| "mean_cka_white": 0.5444505158673345, | |
| "mean_isoscore": 0.17655945827125893, | |
| "n_pairs": 11 | |
| }, | |
| "9.132": { | |
| "N": 9.131918000460713, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.031936261982534894, | |
| "mean_alignment_gain_raw": 0.08911144732632757, | |
| "mean_cka_white": 0.5449838286455141, | |
| "mean_isoscore": 0.171623889605371, | |
| "n_pairs": 11 | |
| }, | |
| "11.339": { | |
| "N": 11.33877042176511, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.03549633178008838, | |
| "mean_alignment_gain_raw": 0.09063238489468667, | |
| "mean_cka_white": 0.5446972435241922, | |
| "mean_isoscore": 0.17084495249597642, | |
| "n_pairs": 11 | |
| }, | |
| "14.862": { | |
| "N": 14.862148613563756, | |
| "probe_acc_white": 0.9956616052060737, | |
| "probe_acc_raw": 0.9978308026030369, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.031662732023679425, | |
| "mean_alignment_gain_raw": 0.08932336718020874, | |
| "mean_cka_white": 0.5422926240454592, | |
| "mean_isoscore": 0.17276491950178044, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = -0.71; rho(N, sharing) = +0.60; wider chunks are MORE shared and LESS language-separated" | |
| }, | |
| "spec_B_s1": { | |
| "sweep": { | |
| "6.717": { | |
| "N": 6.716928685206359, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.023642173095145328, | |
| "mean_alignment_gain_raw": 0.26114926252355236, | |
| "mean_cka_white": 0.5509396576589812, | |
| "mean_isoscore": 0.10859401583114896, | |
| "n_pairs": 11 | |
| }, | |
| "7.625": { | |
| "N": 7.624919765541303, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.025982296325188267, | |
| "mean_alignment_gain_raw": 0.27517759983377155, | |
| "mean_cka_white": 0.5542303150747473, | |
| "mean_isoscore": 0.10124592448974244, | |
| "n_pairs": 11 | |
| }, | |
| "8.790": { | |
| "N": 8.790221962960567, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.030437430396225595, | |
| "mean_alignment_gain_raw": 0.28003284379151744, | |
| "mean_cka_white": 0.5539212765124671, | |
| "mean_isoscore": 0.09671596036335313, | |
| "n_pairs": 11 | |
| }, | |
| "9.941": { | |
| "N": 9.940691950521332, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.03279945661457582, | |
| "mean_alignment_gain_raw": 0.27274830537266315, | |
| "mean_cka_white": 0.5550697325511268, | |
| "mean_isoscore": 0.09263478425046519, | |
| "n_pairs": 11 | |
| }, | |
| "10.927": { | |
| "N": 10.92735874687231, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02768644601030605, | |
| "mean_alignment_gain_raw": 0.2705961303270821, | |
| "mean_cka_white": 0.5520248299983355, | |
| "mean_isoscore": 0.08927032493773034, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.00; rho(N, sharing) = +0.70; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "spec_B_s2": { | |
| "sweep": { | |
| "7.052": { | |
| "N": 7.051679306315496, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02574123436552386, | |
| "mean_alignment_gain_raw": 0.11752601744338763, | |
| "mean_cka_white": 0.5425792421230485, | |
| "mean_isoscore": 0.17402307112927476, | |
| "n_pairs": 11 | |
| }, | |
| "7.533": { | |
| "N": 7.533488776406511, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02169987692322972, | |
| "mean_alignment_gain_raw": 0.11646029011783093, | |
| "mean_cka_white": 0.5416629617839981, | |
| "mean_isoscore": 0.1742615449911922, | |
| "n_pairs": 11 | |
| }, | |
| "8.020": { | |
| "N": 8.019736735351197, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02545748568579945, | |
| "mean_alignment_gain_raw": 0.11508238177804361, | |
| "mean_cka_white": 0.5415063547250202, | |
| "mean_isoscore": 0.17176382018543476, | |
| "n_pairs": 11 | |
| }, | |
| "8.444": { | |
| "N": 8.444364537106418, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02410301675965794, | |
| "mean_alignment_gain_raw": 0.1143946650089151, | |
| "mean_cka_white": 0.5400819835846241, | |
| "mean_isoscore": 0.17304404505893126, | |
| "n_pairs": 11 | |
| }, | |
| "8.905": { | |
| "N": 8.905214836788508, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.02005865131074674, | |
| "mean_alignment_gain_raw": 0.11506182308217981, | |
| "mean_cka_white": 0.5402403771282256, | |
| "mean_isoscore": 0.1709951467981062, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.00; rho(N, sharing) = -0.70; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "specfull_A_s0": { | |
| "sweep": { | |
| "4.088": { | |
| "N": 4.088138264487676, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.04159408498255273, | |
| "mean_alignment_gain_raw": 0.08309819471210768, | |
| "mean_cka_white": 0.5512754587770355, | |
| "mean_isoscore": 0.1380936537154175, | |
| "n_pairs": 11 | |
| }, | |
| "4.928": { | |
| "N": 4.928335321044565, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.042857048555472295, | |
| "mean_alignment_gain_raw": 0.10350399449819006, | |
| "mean_cka_white": 0.5513660212861748, | |
| "mean_isoscore": 0.13215480256081327, | |
| "n_pairs": 11 | |
| }, | |
| "6.037": { | |
| "N": 6.037182225134586, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.037725958436921656, | |
| "mean_alignment_gain_raw": 0.11793586857277885, | |
| "mean_cka_white": 0.5483380972515263, | |
| "mean_isoscore": 0.1400263784780622, | |
| "n_pairs": 11 | |
| }, | |
| "6.524": { | |
| "N": 6.5235735364576435, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.03316625349203109, | |
| "mean_alignment_gain_raw": 0.11956671642327606, | |
| "mean_cka_white": 0.5480670894053902, | |
| "mean_isoscore": 0.13978293131381933, | |
| "n_pairs": 11 | |
| }, | |
| "6.881": { | |
| "N": 6.880681805157607, | |
| "probe_acc_white": 0.9978308026030369, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.03213720626329135, | |
| "mean_alignment_gain_raw": 0.1219337876189376, | |
| "mean_cka_white": 0.546846766109072, | |
| "mean_isoscore": 0.1413101792564586, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.29; rho(N, sharing) = -0.90; no clean monotone trade-off; check for a non-monotonic inflection" | |
| }, | |
| "specfull_B_s0": { | |
| "sweep": { | |
| "7.622": { | |
| "N": 7.6221221549030815, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.045865254064177734, | |
| "mean_alignment_gain_raw": 0.10209942263298656, | |
| "mean_cka_white": 0.5490265742380082, | |
| "mean_isoscore": 0.14674639417490784, | |
| "n_pairs": 11 | |
| }, | |
| "8.139": { | |
| "N": 8.138848547847555, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.04177866680001038, | |
| "mean_alignment_gain_raw": 0.10673172554908815, | |
| "mean_cka_white": 0.5502273270081578, | |
| "mean_isoscore": 0.14314808961057512, | |
| "n_pairs": 11 | |
| }, | |
| "8.575": { | |
| "N": 8.574715128294683, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.03661927943856915, | |
| "mean_alignment_gain_raw": 0.11042465255967776, | |
| "mean_cka_white": 0.5504451667715935, | |
| "mean_isoscore": 0.14157004314646474, | |
| "n_pairs": 11 | |
| }, | |
| "8.960": { | |
| "N": 8.960192256164449, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.04105595847926823, | |
| "mean_alignment_gain_raw": 0.110887084988175, | |
| "mean_cka_white": 0.5501363056335516, | |
| "mean_isoscore": 0.13891997875803253, | |
| "n_pairs": 11 | |
| }, | |
| "9.377": { | |
| "N": 9.377210881089747, | |
| "probe_acc_white": 1.0, | |
| "probe_acc_raw": 1.0, | |
| "probe_chance": 0.08333333333333333, | |
| "mean_alignment_gain_white": 0.04069589774384093, | |
| "mean_alignment_gain_raw": 0.1133470733396884, | |
| "mean_cka_white": 0.5500864399364406, | |
| "mean_isoscore": 0.13530386028753463, | |
| "n_pairs": 11 | |
| } | |
| }, | |
| "verdict": "rho(N, separability) = +0.00; rho(N, sharing) = -0.70; no clean monotone trade-off; check for a non-monotonic inflection" | |
| } | |
| } |