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night5/p4_isolated_word_atlas.json
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| 1 |
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{
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| 2 |
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"experiment": "P4_isolated_word_atlas",
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| 3 |
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"device": "cuda",
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| 4 |
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"model": "z=(1/N)sum R_pos^p [R_role E(w)+c]",
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| 5 |
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"artifact": "tae_hrr_model_a.pt",
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| 6 |
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"pooled_fit": {
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| 7 |
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"n_rows": 32832,
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| 8 |
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"d": 1024,
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| 9 |
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"has_Q": true,
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| 10 |
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"variant": "a"
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| 11 |
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},
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| 12 |
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"atlas": {
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| 13 |
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"n_words": 117,
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| 14 |
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"decode_fidelity": 0.9316239316239316,
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| 15 |
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"fidelity_by_pos": {
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| 16 |
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"NOUN": 0.9722222222222222,
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| 17 |
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"VERB": 0.9666666666666667,
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| 18 |
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"ADJ": 0.9230769230769231,
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| 19 |
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"ADV": 0.75,
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| 20 |
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"FUNC": 0.9230769230769231
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| 21 |
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},
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| 22 |
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"mean_tokens_per_word": 3.324786324786325,
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| 23 |
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"examples": [
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{
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"word": "river",
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| 26 |
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"decode": "river",
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| 27 |
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"hit": true
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| 28 |
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},
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| 29 |
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{
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| 30 |
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"word": "winter",
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| 31 |
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"decode": "winter",
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| 32 |
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"hit": true
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| 33 |
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},
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| 34 |
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{
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| 35 |
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"word": "candle",
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| 36 |
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"decode": "candle",
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| 37 |
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"hit": true
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| 38 |
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},
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| 39 |
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{
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| 40 |
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"word": "sing",
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| 41 |
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"decode": "sing",
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| 42 |
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"hit": true
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| 43 |
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},
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| 44 |
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{
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| 45 |
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"word": "climb",
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| 46 |
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"decode": "climb",
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| 47 |
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"hit": true
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| 48 |
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},
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| 49 |
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{
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| 50 |
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"word": "speak",
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| 51 |
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"decode": "speak",
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| 52 |
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"hit": true
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| 53 |
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},
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| 54 |
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{
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| 55 |
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"word": "purple",
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| 56 |
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"decode": "purple",
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| 57 |
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"hit": true
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| 58 |
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},
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| 59 |
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{
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| 60 |
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"word": "empty",
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| 61 |
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"decode": "empty",
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| 62 |
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"hit": true
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| 63 |
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},
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| 64 |
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{
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| 65 |
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"word": "the",
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| 66 |
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"decode": "the",
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| 67 |
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"hit": true
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| 68 |
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}
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| 69 |
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],
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| 70 |
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"shuffled_z_fidelity": 0.0,
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| 71 |
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"fidelity_minus_shuffled": 0.9316239316239316
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| 72 |
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},
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| 73 |
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"E_vs_E": {
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| 74 |
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"n_words": 117,
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| 75 |
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"note": "E is a learned code in the fit's internal basis; Procrustes-aligned cos is the fair identity test.",
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| 76 |
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"raw_paired_cos_mean": 0.4206840395927429,
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| 77 |
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"clock_unrot_paired_cos_mean": 0.42260509729385376,
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| 78 |
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"procrustes_cos_raw": 0.9170195460319519,
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| 79 |
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"procrustes_cos_clock_unrot": 0.9170195460319519,
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| 80 |
+
"procrustes_cos_NULL_shuffled": 0.8242764472961426,
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| 81 |
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"procrustes_lift_over_null": 0.09274309873580933
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| 82 |
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},
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| 83 |
+
"attribute_probes": {
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| 84 |
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"number": {
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| 85 |
+
"linear_auc": 1.0,
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| 86 |
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"mlp_auc": 1.0,
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| 87 |
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"n_pairs": 20,
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| 88 |
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"decode_marker_present_frac": 1.0,
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| 89 |
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"decode_examples": [
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| 90 |
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{
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| 91 |
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"infl": "cats",
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| 92 |
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"decode": "cats"
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| 93 |
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},
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| 94 |
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{
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| 95 |
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"infl": "dogs",
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| 96 |
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"decode": "dogs"
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| 97 |
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},
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| 98 |
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{
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| 99 |
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"infl": "books",
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| 100 |
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"decode": "books"
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| 101 |
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},
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| 102 |
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{
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| 103 |
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"infl": "trees",
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| 104 |
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"decode": "trees"
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| 105 |
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},
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| 106 |
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{
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| 107 |
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"infl": "houses",
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| 108 |
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"decode": "houses"
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| 109 |
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}
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| 110 |
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]
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| 111 |
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},
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| 112 |
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"tense": {
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| 113 |
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"linear_auc": 1.0,
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| 114 |
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"mlp_auc": 1.0,
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| 115 |
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"n_pairs": 20,
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| 116 |
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"decode_marker_present_frac": 0.95,
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| 117 |
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"decode_examples": [
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| 118 |
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{
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| 119 |
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"infl": "walked",
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| 120 |
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"decode": "walked"
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| 121 |
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},
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| 122 |
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{
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| 123 |
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"infl": "played",
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| 124 |
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"decode": "played"
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| 125 |
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},
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| 126 |
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{
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| 127 |
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"infl": "jumped",
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| 128 |
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"decode": "jumped"
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| 129 |
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},
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| 130 |
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{
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| 131 |
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"infl": "opened",
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| 132 |
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"decode": "opened"
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| 133 |
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},
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| 134 |
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{
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| 135 |
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"infl": "called",
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| 136 |
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"decode": "called"
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| 137 |
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}
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| 138 |
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]
|
| 139 |
+
},
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| 140 |
+
"comparative": {
|
| 141 |
+
"linear_auc": 1.0,
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| 142 |
+
"mlp_auc": 1.0,
|
| 143 |
+
"n_pairs": 16,
|
| 144 |
+
"decode_marker_present_frac": 1.0,
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| 145 |
+
"decode_examples": [
|
| 146 |
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{
|
| 147 |
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"infl": "bigger",
|
| 148 |
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"decode": "larger"
|
| 149 |
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},
|
| 150 |
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{
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| 151 |
+
"infl": "smaller",
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| 152 |
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"decode": "smaller"
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| 153 |
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},
|
| 154 |
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{
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| 155 |
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"infl": "taller",
|
| 156 |
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"decode": "taller"
|
| 157 |
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},
|
| 158 |
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{
|
| 159 |
+
"infl": "shorter",
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| 160 |
+
"decode": "shorter"
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| 161 |
+
},
|
| 162 |
+
{
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| 163 |
+
"infl": "faster",
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| 164 |
+
"decode": "faster"
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| 165 |
+
}
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| 166 |
+
]
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| 167 |
+
}
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| 168 |
+
},
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| 169 |
+
"geometry": {
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| 170 |
+
"mean_pairwise_cos": 0.7776270253474544,
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| 171 |
+
"max_offdiag_cos": 0.9590964317321777,
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| 172 |
+
"z_norm_mean": 0.27610164880752563,
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| 173 |
+
"z_norm_std": 0.01787695847451687
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| 174 |
+
}
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| 175 |
+
}
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