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Raniahossam33
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knowledge-drift-experiments

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knowledge-drift-experiments
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{
  "layer": 41,
  "drift_auroc": 0.9432095549281906,
  "drift_C": 0.01,
  "drift_active_neurons": 3584,
  "uncertainty_auroc": 0.9949598216744672,
  "uncertainty_active_neurons": 3584,
  "uncertainty_threshold": 0.5,
  "correctness_auroc": 0.9986459731555484,
  "n_correct": 14955,
  "n_wrong": 131,
  "cos_drift_uncertainty": -0.018864372745156288,
  "cos_drift_correctness": 0.008595610968768597,
  "cos_uncertainty_correctness": -0.004027208779007196,
  "neuron_overlap_ratio": 1.0,
  "neuron_overlap_note": "L2=all active. See sparse_neuron_analysis for L1.",
  "cell_analysis": {
    "A_confident_stable": {
      "n": 8481,
      "mean": 0.04303183779120445,
      "std": 0.09851133078336716
    },
    "B_confident_drifted": {
      "n": 954,
      "mean": 0.6253480315208435,
      "std": 0.21846558153629303
    },
    "C_uncertain_stable": {
      "n": 5441,
      "mean": 0.021384265273809433,
      "std": 0.056069374084472656
    },
    "D_uncertain_drifted": {
      "n": 210,
      "mean": 0.4127427637577057,
      "std": 0.28484687209129333
    }
  },
  "per_relation": {
    "holds_position": {
      "auroc": 0.8623394185260311,
      "n_drifted": 44,
      "n_stable": 1479
    },
    "CEO": {
      "auroc": 0.9719975176433793,
      "n_drifted": 135,
      "n_stable": 1163
    },
    "head_coach": {
      "auroc": 0.9251189459581418,
      "n_drifted": 372,
      "n_stable": 2264
    },
    "works_for": {
      "auroc": 0.8065328904255079,
      "n_drifted": 7,
      "n_stable": 893
    },
    "owned_by": {
      "auroc": 1.0,
      "n_drifted": 5,
      "n_stable": 735
    },
    "member_of_party": {
      "auroc": 0.9299175500588928,
      "n_drifted": 6,
      "n_stable": 849
    },
    "plays_for": {
      "auroc": 0.7770649498769434,
      "n_drifted": 25,
      "n_stable": 1851
    },
    "head_of_state": {
      "auroc": 0.9731991990163075,
      "n_drifted": 223,
      "n_stable": 1255
    },
    "chair_of": {
      "auroc": 0.9313310817186924,
      "n_drifted": 70,
      "n_stable": 788
    },
    "head_of_government": {
      "auroc": 0.9563762543549975,
      "n_drifted": 277,
      "n_stable": 1959
    }
  },
  "elapsed_seconds": 136.94732451438904
}