Download paper/relational_physics_data/statistics.json from lamm-mit/gemma4-interpretability: direct link, hf CLI and curl.
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- Download file 1.77 kB
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https://huggingface.co/datasets/lamm-mit/gemma4-interpretability/resolve/main/paper/relational_physics_data/statistics.json
- Command line
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hf download hf://datasets/lamm-mit/gemma4-interpretability/paper/relational_physics_data/statistics.json
-
curl -L -o statistics.json https://huggingface.co/datasets/lamm-mit/gemma4-interpretability/resolve/main/paper/relational_physics_data/statistics.json
1.77 kB
| { | |
| "analysis_sha256": "0c8e8b89e4b60ac129a490f63ad7bed950c6ad2b7bcb3265f90310b5de8dcb7b", | |
| "behavior_accuracy": { | |
| "direct": 0.9, | |
| "inverse": 0.5375 | |
| }, | |
| "controls": { | |
| "character_tfidf": { | |
| "direct_vs_inverse_auc": 0.53, | |
| "direct_vs_validation_neutral_auc": 0.355, | |
| "validation_neutral_vs_inverse_auc": 0.6825 | |
| }, | |
| "output_head": { | |
| "direct_vs_inverse_auc": 1.0, | |
| "direct_vs_validation_neutral_auc": 0.995, | |
| "validation_neutral_vs_inverse_auc": 0.96 | |
| }, | |
| "word_tfidf": { | |
| "direct_vs_inverse_auc": 0.505, | |
| "direct_vs_validation_neutral_auc": 0.40750000000000003, | |
| "validation_neutral_vs_inverse_auc": 0.66 | |
| } | |
| }, | |
| "neutral_calibration": { | |
| "center": 0.013596733322224686, | |
| "n_calibration_laws": 10, | |
| "n_validation_laws": 10, | |
| "robust_scale_1.4826_mad": 0.008536733931615473 | |
| }, | |
| "passed_all_frozen_criteria": true, | |
| "primary": { | |
| "bootstrap_95": { | |
| "direct_vs_inverse": [ | |
| 1.0, | |
| 1.0 | |
| ], | |
| "direct_vs_neutral": [ | |
| 1.0, | |
| 1.0 | |
| ], | |
| "neutral_vs_inverse": [ | |
| 0.82, | |
| 1.0 | |
| ] | |
| }, | |
| "calibrated_direct_inverse_accuracy": 0.975, | |
| "category_median_z": { | |
| "direct": 9.668734570588455, | |
| "inverse": -2.2658045231103694, | |
| "neutral": 0.10803593903585146 | |
| }, | |
| "correct_directional_laws": 39, | |
| "direct_vs_inverse_auc": 1.0, | |
| "direct_vs_validation_neutral_auc": 1.0, | |
| "directional_laws_total": 40, | |
| "ordinal_permutation_p": 9.99990000099999e-06, | |
| "ordinal_spearman": 0.9095584195682226, | |
| "surface_direct_inverse_auc": { | |
| "a": 1.0, | |
| "b": 0.975 | |
| }, | |
| "validation_neutral_vs_inverse_auc": 0.935 | |
| }, | |
| "study_id": "neutral-anchored-relational-physics-2026-07-18" | |
| } | |