diff --git a/outputs/full/m09a_pretrain_encoder/loss_log.csv b/outputs/full/m09a_pretrain_encoder/loss_log.csv
deleted file mode 100644
index ec5fbb2950f94995fd3c78046de634e49cf6f0de..0000000000000000000000000000000000000000
--- a/outputs/full/m09a_pretrain_encoder/loss_log.csv
+++ /dev/null
@@ -1,1021 +0,0 @@
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-  "tier2/mysuru/rain/zYP0uQaoQTA/zYP0uQaoQTA-115.mp4": {
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-}
\ No newline at end of file
diff --git a/outputs/full/probe_action/class_counts.json b/outputs/full/probe_action/class_counts.json
deleted file mode 100644
index 079e0b3b0513ff8abfb7c7aaad393d9509b63649..0000000000000000000000000000000000000000
--- a/outputs/full/probe_action/class_counts.json
+++ /dev/null
@@ -1,42 +0,0 @@
-{
-  "medium__upward": {
-    "train": 1316,
-    "val": 282,
-    "test": 283
-  },
-  "slow__upward": {
-    "train": 919,
-    "val": 197,
-    "test": 198
-  },
-  "fast__upward": {
-    "train": 1576,
-    "val": 337,
-    "test": 339
-  },
-  "still__upward": {
-    "train": 415,
-    "val": 89,
-    "test": 90
-  },
-  "still__rightward": {
-    "train": 1197,
-    "val": 256,
-    "test": 257
-  },
-  "slow__rightward": {
-    "train": 706,
-    "val": 151,
-    "test": 152
-  },
-  "fast__rightward": {
-    "train": 51,
-    "val": 10,
-    "test": 12
-  },
-  "medium__rightward": {
-    "train": 310,
-    "val": 66,
-    "test": 67
-  }
-}
\ No newline at end of file
diff --git a/outputs/full/probe_action/probe_paired_delta.json b/outputs/full/probe_action/probe_paired_delta.json
deleted file mode 100644
index 826380fd7e6d5f11e92e66e0dcff36deccfd0ec1..0000000000000000000000000000000000000000
--- a/outputs/full/probe_action/probe_paired_delta.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
-  "metric": "top1_accuracy",
-  "by_encoder": {
-    "vjepa_2_1_frozen": {
-      "acc_pct": 56.5808,
-      "n": 1398,
-      "top1_ci": {
-        "mean": 0.565808,
-        "ci_lo": 0.540057,
-        "ci_hi": 0.592275,
-        "ci_half": 0.026109
-      }
-    },
-    "vjepa_2_1_pretrain": {
-      "acc_pct": 69.7425,
-      "n": 1398,
-      "top1_ci": {
-        "mean": 0.697425,
-        "ci_lo": 0.67382,
-        "ci_hi": 0.721745,
-        "ci_half": 0.023963
-      }
-    }
-  },
-  "pairwise_deltas": {
-    "vjepa_2_1_frozen_minus_vjepa_2_1_pretrain": {
-      "n_shared": 1398,
-      "delta_pp": -13.1617,
-      "ci_lo_pp": -15.9514,
-      "ci_hi_pp": -10.2289,
-      "ci_half_pp": 2.8612,
-      "p_value": 0.0,
-      "gate_pass": false,
-      "interpretation": "vjepa_2_1_frozen - vjepa_2_1_pretrain > 0 means vjepa_2_1_frozen more accurate than vjepa_2_1_pretrain"
-    }
-  }
-}
\ No newline at end of file
diff --git a/outputs/full/probe_action/vjepa_2_1_frozen/.probe_features_train_ckpt.npz b/outputs/full/probe_action/vjepa_2_1_frozen/.probe_features_train_ckpt.npz
deleted file mode 100644
index 5bcef2820d5681c2593b1c1a074751819908d252..0000000000000000000000000000000000000000
--- a/outputs/full/probe_action/vjepa_2_1_frozen/.probe_features_train_ckpt.npz
+++ /dev/null
@@ -1,3 +0,0 @@
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deleted file mode 100644
index 4c067cb311c0a9c8d7dd00ddeec29c4d33632684..0000000000000000000000000000000000000000
--- a/outputs/full/probe_action/vjepa_2_1_frozen/probe.pt
+++ /dev/null
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-version https://git-lfs.github.com/spec/v1
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deleted file mode 100644
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-version https://git-lfs.github.com/spec/v1
-oid sha256:336631faf25ab36d99903b6f9fb1f96843e03a9ddad568a14295ad3a2ef69be2
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deleted file mode 100644
index 7eb4880047017c9f4580fbb891af2caa65b6e587..0000000000000000000000000000000000000000
--- a/outputs/full/probe_action/vjepa_2_1_frozen/test_metrics.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-  "encoder": "vjepa_2_1_frozen",
-  "n_classes": 8,
-  "class_names": [
-    "fast__rightward",
-    "fast__upward",
-    "medium__rightward",
-    "medium__upward",
-    "slow__rightward",
-    "slow__upward",
-    "still__rightward",
-    "still__upward"
-  ],
-  "n_test": 1398,
-  "top1_acc": 0.5658082975679543,
-  "top1_ci": {
-    "mean": 0.565808,
-    "ci_lo": 0.540057,
-    "ci_hi": 0.592275,
-    "ci_half": 0.026109
-  },
-  "best_val_acc": 0.5742074927953891,
-  "probe_lr": 0.0005,
-  "warmup_pct": 0.0,
-  "epochs": 20
-}
\ No newline at end of file
diff --git a/outputs/full/probe_action/vjepa_2_1_frozen/test_predictions.npy b/outputs/full/probe_action/vjepa_2_1_frozen/test_predictions.npy
deleted file mode 100644
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+++ /dev/null
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-version https://git-lfs.github.com/spec/v1
-oid sha256:8f7eb9c4c43868d1d57117ecba1cfc5b4efc4a1ca8f5ab87e2341e2cd61dfdb5
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diff --git a/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/.probe_features_train_ckpt.npz b/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/.probe_features_train_ckpt.npz
deleted file mode 100644
index 5c13fbf43ad256e603b3f7bea9c82acfbc5babcc..0000000000000000000000000000000000000000
--- a/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/.probe_features_train_ckpt.npz
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-version https://git-lfs.github.com/spec/v1
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deleted file mode 100644
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-version https://git-lfs.github.com/spec/v1
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diff --git a/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_clip_keys.npy b/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_clip_keys.npy
deleted file mode 100644
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--- a/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_clip_keys.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6a9c5926288692b8a9b1934f61cc1ee3b9fcc0d01ca439772e5d38f1d4fc2508
-size 76819
diff --git a/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_metrics.json b/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_metrics.json
deleted file mode 100644
index 99be96955f5e27be2d04d9d2485a17af9a379711..0000000000000000000000000000000000000000
--- a/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_metrics.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-  "encoder": "vjepa_2_1_pretrain",
-  "n_classes": 8,
-  "class_names": [
-    "fast__rightward",
-    "fast__upward",
-    "medium__rightward",
-    "medium__upward",
-    "slow__rightward",
-    "slow__upward",
-    "still__rightward",
-    "still__upward"
-  ],
-  "n_test": 1398,
-  "top1_acc": 0.6974248927038627,
-  "top1_ci": {
-    "mean": 0.697425,
-    "ci_lo": 0.67382,
-    "ci_hi": 0.721745,
-    "ci_half": 0.023963
-  },
-  "best_val_acc": 0.7298270893371758,
-  "probe_lr": 0.0005,
-  "warmup_pct": 0.0,
-  "epochs": 20
-}
\ No newline at end of file
diff --git a/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_predictions.npy b/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_predictions.npy
deleted file mode 100644
index 032fafd5ff16a41b83692c1eabee7faccc7bfcaa..0000000000000000000000000000000000000000
--- a/outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_predictions.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:1a8f0161aaa829d7815ccd9728338d4ef5965b93bee9a41f99403129e318b37c
-size 1526
diff --git a/outputs/full/probe_future_mse/probe_future_mse_per_variant.json b/outputs/full/probe_future_mse/probe_future_mse_per_variant.json
deleted file mode 100644
index 9822f042a3adc3a7a56dd85fbdd7e8bde6c3660e..0000000000000000000000000000000000000000
--- a/outputs/full/probe_future_mse/probe_future_mse_per_variant.json
+++ /dev/null
@@ -1,41 +0,0 @@
-{
-  "metric": "future_frame_l1_loss",
-  "by_variant": {
-    "vjepa_2_1_frozen": {
-      "mse_mean": 0.557119,
-      "mse_std": 0.019287,
-      "mse_ci": {
-        "mean": 0.557119,
-        "ci_lo": 0.556077,
-        "ci_hi": 0.558119,
-        "ci_half": 0.001021
-      },
-      "n": 1398
-    },
-    "vjepa_2_1_pretrain": {
-      "mse_mean": 0.554424,
-      "mse_std": 0.024523,
-      "mse_ci": {
-        "mean": 0.554424,
-        "ci_lo": 0.553079,
-        "ci_hi": 0.555666,
-        "ci_half": 0.001293
-      },
-      "n": 1398
-    },
-    "vjepa_2_1_surgical_3stage_DI": null,
-    "vjepa_2_1_surgical_noDI": null,
-    "dinov2": "n/a \u2014 no future-frame predictor"
-  },
-  "pairwise_deltas": {
-    "vjepa_2_1_frozen_minus_vjepa_2_1_pretrain": {
-      "n": 1398,
-      "delta_mean": 0.002695,
-      "delta_ci_lo": 0.001658,
-      "delta_ci_hi": 0.003699,
-      "delta_ci_half": 0.001021,
-      "p_value": 0.0,
-      "interpretation": "vjepa_2_1_frozen - vjepa_2_1_pretrain > 0 means vjepa_2_1_frozen has HIGHER MSE (worse future-frame prediction) than vjepa_2_1_pretrain; lower MSE = better."
-    }
-  }
-}
\ No newline at end of file
diff --git a/outputs/full/probe_future_mse/vjepa_2_1_frozen/.probe_future_mse_ckpt.npz b/outputs/full/probe_future_mse/vjepa_2_1_frozen/.probe_future_mse_ckpt.npz
deleted file mode 100644
index 6c106756a7e26dc8a3742adc886b405aabc2091f..0000000000000000000000000000000000000000
--- a/outputs/full/probe_future_mse/vjepa_2_1_frozen/.probe_future_mse_ckpt.npz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:2f97e3399c5606791ffc7fef309b950992cc972d10d75b3e4cbaf5a295a27eee
-size 59634
diff --git a/outputs/full/probe_future_mse/vjepa_2_1_frozen/aggregate_mse.json b/outputs/full/probe_future_mse/vjepa_2_1_frozen/aggregate_mse.json
deleted file mode 100644
index 822e8379219b277db83b198d20f2240cdf22a211..0000000000000000000000000000000000000000
--- a/outputs/full/probe_future_mse/vjepa_2_1_frozen/aggregate_mse.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "variant": "vjepa_2_1_frozen",
-  "n_test": 1398,
-  "mse_mean": 0.557119,
-  "mse_std": 0.019287,
-  "mse_ci": {
-    "mean": 0.557119,
-    "ci_lo": 0.556077,
-    "ci_hi": 0.558119,
-    "ci_half": 0.001021
-  },
-  "num_frames": 16,
-  "predictor_loaded_from": "checkpoints/vjepa2_1_vitG_384.pt"
-}
\ No newline at end of file
diff --git a/outputs/full/probe_future_mse/vjepa_2_1_frozen/clip_keys.npy b/outputs/full/probe_future_mse/vjepa_2_1_frozen/clip_keys.npy
deleted file mode 100644
index d22a0667ac0982875459cc2695ecc6e6b41436d4..0000000000000000000000000000000000000000
--- a/outputs/full/probe_future_mse/vjepa_2_1_frozen/clip_keys.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:32fa3f641fdd2aa9111d2aa56f02d7500ab5703db26da7cffc1336c0d6614f35
-size 76819
diff --git a/outputs/full/probe_future_mse/vjepa_2_1_frozen/per_clip_mse.npy b/outputs/full/probe_future_mse/vjepa_2_1_frozen/per_clip_mse.npy
deleted file mode 100644
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-version https://git-lfs.github.com/spec/v1
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-size 5720
diff --git a/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/.probe_future_mse_ckpt.npz b/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/.probe_future_mse_ckpt.npz
deleted file mode 100644
index 6e7ef656de955b45a908c83134e74a6e1a2612e5..0000000000000000000000000000000000000000
--- a/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/.probe_future_mse_ckpt.npz
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6118fdae72c553c7ddc2e95854d689d79b7d93a6cf226cfb025b8c5ba3ea681f
-size 59270
diff --git a/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/aggregate_mse.json b/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/aggregate_mse.json
deleted file mode 100644
index ca156da805ca063c7cbd69822ad19651e5825fed..0000000000000000000000000000000000000000
--- a/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/aggregate_mse.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "variant": "vjepa_2_1_pretrain",
-  "n_test": 1398,
-  "mse_mean": 0.554424,
-  "mse_std": 0.024523,
-  "mse_ci": {
-    "mean": 0.554424,
-    "ci_lo": 0.553079,
-    "ci_hi": 0.555666,
-    "ci_half": 0.001293
-  },
-  "num_frames": 16,
-  "predictor_loaded_from": "outputs/full/probe_pretrain/m09a_ckpt_best.pt"
-}
\ No newline at end of file
diff --git a/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/clip_keys.npy b/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/clip_keys.npy
deleted file mode 100644
index c2e10553d24c0ed0a8576f396eb800fff46eb5ee..0000000000000000000000000000000000000000
--- a/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/clip_keys.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:80be5ea8ad633b0232a7fa5f4198b0807a49b2cb3e1b3b1ec5937e894969ffb7
-size 76819
diff --git a/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/per_clip_mse.npy b/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/per_clip_mse.npy
deleted file mode 100644
index fbaad62e37a0c3427c9e2e71e525c3ddb19ea882..0000000000000000000000000000000000000000
--- a/outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/per_clip_mse.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0c69e22c66eba086b93d79b305f42b56bbf4dc7f1d0dcabe6a95f6c77ef28272
-size 5720
diff --git a/outputs/full/probe_motion_cos/probe_motion_cos_paired.json b/outputs/full/probe_motion_cos/probe_motion_cos_paired.json
deleted file mode 100644
index 71159ee6d0248b18682c2c0613096b584f606f92..0000000000000000000000000000000000000000
--- a/outputs/full/probe_motion_cos/probe_motion_cos_paired.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
-  "metric": "intra_minus_inter_cosine",
-  "by_encoder": {
-    "vjepa_2_1_frozen": {
-      "score_mean": 0.009197,
-      "n": 1398,
-      "score_ci": {
-        "mean": 0.009197,
-        "ci_lo": 0.008393,
-        "ci_hi": 0.009973,
-        "ci_half": 0.00079
-      }
-    },
-    "vjepa_2_1_pretrain": {
-      "score_mean": 0.218851,
-      "n": 1398,
-      "score_ci": {
-        "mean": 0.218851,
-        "ci_lo": 0.213066,
-        "ci_hi": 0.224834,
-        "ci_half": 0.005884
-      }
-    }
-  },
-  "pairwise_deltas": {
-    "vjepa_2_1_frozen_minus_vjepa_2_1_pretrain": {
-      "n_shared": 1398,
-      "delta_mean": -0.209654,
-      "delta_ci_lo": -0.215647,
-      "delta_ci_hi": -0.204106,
-      "delta_ci_half": 0.005771,
-      "p_value": 0.0,
-      "gate_pass": false,
-      "interpretation": "vjepa_2_1_frozen - vjepa_2_1_pretrain > 0 means vjepa_2_1_frozen has stronger intra-class motion clustering than vjepa_2_1_pretrain"
-    }
-  }
-}
\ No newline at end of file
diff --git a/outputs/full/probe_motion_cos/vjepa_2_1_frozen/clip_keys_test.npy b/outputs/full/probe_motion_cos/vjepa_2_1_frozen/clip_keys_test.npy
deleted file mode 100644
index adb5bb8d43c174cba51bd2a355cc400a3ed4c08f..0000000000000000000000000000000000000000
--- a/outputs/full/probe_motion_cos/vjepa_2_1_frozen/clip_keys_test.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:336631faf25ab36d99903b6f9fb1f96843e03a9ddad568a14295ad3a2ef69be2
-size 76819
diff --git a/outputs/full/probe_motion_cos/vjepa_2_1_frozen/intra_inter_ratio.json b/outputs/full/probe_motion_cos/vjepa_2_1_frozen/intra_inter_ratio.json
deleted file mode 100644
index 17ba4d28ee501e266ac860a76cf0a12d9ae2b2a1..0000000000000000000000000000000000000000
--- a/outputs/full/probe_motion_cos/vjepa_2_1_frozen/intra_inter_ratio.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "encoder": "vjepa_2_1_frozen",
-  "n_test": 1398,
-  "pos_mean": 0.800692,
-  "neg_mean": 0.791495,
-  "score_mean": 0.009197,
-  "score_ci": {
-    "mean": 0.009197,
-    "ci_lo": 0.008393,
-    "ci_hi": 0.009973,
-    "ci_half": 0.00079
-  },
-  "elapsed_sec": 0.01
-}
\ No newline at end of file
diff --git a/outputs/full/probe_motion_cos/vjepa_2_1_frozen/per_clip_motion_cos.npy b/outputs/full/probe_motion_cos/vjepa_2_1_frozen/per_clip_motion_cos.npy
deleted file mode 100644
index 5327a57e5ca89a96b94caade51ec7814b7cb2fd2..0000000000000000000000000000000000000000
--- a/outputs/full/probe_motion_cos/vjepa_2_1_frozen/per_clip_motion_cos.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:215e936d9b30ab0549d370fd9861836b902e58f14004c2d100ceb8e5377dd78f
-size 5720
diff --git a/outputs/full/probe_motion_cos/vjepa_2_1_frozen/pooled_features_test.npy b/outputs/full/probe_motion_cos/vjepa_2_1_frozen/pooled_features_test.npy
deleted file mode 100644
index ef71e5b7d7037fda2c22f6086a52726cdc9b0535..0000000000000000000000000000000000000000
--- a/outputs/full/probe_motion_cos/vjepa_2_1_frozen/pooled_features_test.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c6ebf14f9f71b50193600753c4cb6acfe50d28bdd8166114987bb93c0bc28515
-size 9305216
diff --git a/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/clip_keys_test.npy b/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/clip_keys_test.npy
deleted file mode 100644
index c765e9253b592139315e5be67ae00869f0d1a157..0000000000000000000000000000000000000000
--- a/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/clip_keys_test.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:6a9c5926288692b8a9b1934f61cc1ee3b9fcc0d01ca439772e5d38f1d4fc2508
-size 76819
diff --git a/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/intra_inter_ratio.json b/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/intra_inter_ratio.json
deleted file mode 100644
index 9e981af7b1b2fefa44d4347478ca7fbb8cb21781..0000000000000000000000000000000000000000
--- a/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/intra_inter_ratio.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-  "encoder": "vjepa_2_1_pretrain",
-  "n_test": 1398,
-  "pos_mean": 0.668152,
-  "neg_mean": 0.449301,
-  "score_mean": 0.218851,
-  "score_ci": {
-    "mean": 0.218851,
-    "ci_lo": 0.213066,
-    "ci_hi": 0.224834,
-    "ci_half": 0.005884
-  },
-  "elapsed_sec": 0.02
-}
\ No newline at end of file
diff --git a/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/per_clip_motion_cos.npy b/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/per_clip_motion_cos.npy
deleted file mode 100644
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--- a/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/per_clip_motion_cos.npy
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:3cd83094332ee96bb3bc9e41d0fa87d8e3acf06a30fe44fd7283de0ff22e338f
-size 5720
diff --git a/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/pooled_features_test.npy b/outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/pooled_features_test.npy
deleted file mode 100644
index 4370a49cc55326f4b4032df501fe66ce376d0033..0000000000000000000000000000000000000000
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\ No newline at end of file
diff --git a/outputs/full/probe_taxonomy/probe_taxonomy_per_dim.pdf b/outputs/full/probe_taxonomy/probe_taxonomy_per_dim.pdf
deleted file mode 100644
index cc9d6ae29aba2c700adf6f8a4177268b828bfabe..0000000000000000000000000000000000000000
Binary files a/outputs/full/probe_taxonomy/probe_taxonomy_per_dim.pdf and /dev/null differ
diff --git a/outputs/full/probe_taxonomy/probe_taxonomy_per_dim.png b/outputs/full/probe_taxonomy/probe_taxonomy_per_dim.png
deleted file mode 100644
index bc60cff13a50444b4a300bb332327d01811bd8de..0000000000000000000000000000000000000000
--- a/outputs/full/probe_taxonomy/probe_taxonomy_per_dim.png
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diff --git a/outputs/full/probe_taxonomy/taxonomy_labels.json b/outputs/full/probe_taxonomy/taxonomy_labels.json
deleted file mode 100644
index b67068b038960cd663f16ba037039a5863e0a2d8..0000000000000000000000000000000000000000
--- a/outputs/full/probe_taxonomy/taxonomy_labels.json
+++ /dev/null
@@ -1,420197 +0,0 @@
-{
-  "dims": {
-    "scene_type": {
-      "type": "single",
-      "values": [
-        "market",
-        "bazaar",
-        "junction",
-        "residential_lane",
-        "promenade",
-        "transit",
-        "heritage_tourist",
-        "highway",
-        "commercial",
-        "ghat",
-        "flyover_underpass",
-        "beach_coastal",
-        "skyline_aerial"
-      ],
-      "default": "residential_lane",
-      "n_classes": 13
-    },
-    "time_of_day": {
-      "type": "single",
-      "values": [
-        "day",
-        "night"
-      ],
-      "default": "day",
-      "n_classes": 2
-    },
-    "weather": {
-      "type": "single",
-      "values": [
-        "clear",
-        "cloudy",
-        "rain",
-        "fog",
-        "overcast"
-      ],
-      "default": "clear",
-      "n_classes": 5
-    },
-    "crowd_density": {
-      "type": "single",
-      "values": [
-        "low",
-        "med",
-        "high"
-      ],
-      "default": "med",
-      "n_classes": 3
-    },
-    "traffic_density": {
-      "type": "single",
-      "values": [
-        "low",
-        "med",
-        "high"
-      ],
-      "default": "med",
-      "n_classes": 3
-    },
-    "traffic_mix": {
-      "type": "single",
-      "values": [
-        "motorized_only",
-        "mixed_motorized",
-        "mixed_all",
-        "pedestrian_dominant"
-      ],
-      "default": "mixed_motorized",
-      "n_classes": 4
-    },
-    "pedestrian_vehicle_separation": {
-      "type": "single",
-      "values": [
-        "separated",
-        "partial",
-        "shared_space"
-      ],
-      "default": "partial",
-      "n_classes": 3
-    },
-    "road_layout": {
-      "type": "multi",
-      "values": [
-        "intersection",
-        "narrow_lane",
-        "wide_road",
-        "sidewalk_present",
-        "median",
-        "speed_breaker",
-        "open_drain",
-        "bridge"
-      ],
-      "default": [
-        "wide_road"
-      ],
-      "n_classes": 8
-    },
-    "road_surface": {
-      "type": "single",
-      "values": [
-        "asphalt",
-        "concrete",
-        "dirt",
-        "cobblestone",
-        "mixed",
-        "paved",
-        "unpaved",
-        "wet"
-      ],
-      "default": "paved",
-      "n_classes": 8
-    },
-    "infrastructure_quality": {
-      "type": "single",
-      "values": [
-        "good",
-        "moderate",
-        "poor"
-      ],
-      "default": "moderate",
-      "n_classes": 3
-    },
-    "road_encroachment": {
-      "type": "single",
-      "values": [
-        "clear",
-        "partial",
-        "heavy"
-      ],
-      "default": "partial",
-      "n_classes": 3
-    },
-    "notable_objects": {
-      "type": "multi",
-      "values": [
-        "bus",
-        "auto_rickshaw",
-        "cycle_rickshaw",
-        "bike",
-        "car",
-        "truck",
-        "handcart",
-        "street_vendor",
-        "sacred_cow",
-        "stray_dog",
-        "pedestrian",
-        "overhead_wires",
-        "signage",
-        "religious_shrine",
-        "skyscraper"
-      ],
-      "default": [
-        "pedestrian",
-        "bike"
-      ],
-      "n_classes": 15
-    },
-    "vegetation": {
-      "type": "single",
-      "values": [
-        "none",
-        "sparse",
-        "moderate",
-        "dense"
-      ],
-      "default": "sparse",
-      "n_classes": 4
-    },
-    "lighting": {
-      "type": "single",
-      "values": [
-        "natural",
-        "artificial",
-        "mixed",
-        "low_light"
-      ],
-      "default": "natural",
-      "n_classes": 4
-    },
-    "video_quality": {
-      "type": "single",
-      "values": [
-        "clean",
-        "blur",
-        "shake"
-      ],
-      "default": "clean",
-      "n_classes": 3
-    }
-  },
-  "labels": {
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-      "infrastructure_quality": 1,
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-      "vegetation": 3,
-      "lighting": 0,
-      "video_quality": 1
-    },
-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-010.mp4": {
-      "scene_type": 4,
-      "time_of_day": 0,
-      "weather": 2,
-      "crowd_density": 0,
-      "traffic_density": 0,
-      "traffic_mix": 3,
-      "pedestrian_vehicle_separation": 0,
-      "road_layout": [
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-        0
-      ],
-      "road_surface": 5,
-      "infrastructure_quality": 0,
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-      "notable_objects": [
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-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-016.mp4": {
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-      "video_quality": 0
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-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-020.mp4": {
-      "scene_type": 4,
-      "time_of_day": 0,
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-      "crowd_density": 0,
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-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-021.mp4": {
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-      "video_quality": 1
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-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-023.mp4": {
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-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-026.mp4": {
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-{
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diff --git a/outputs/poc/m09c_surgery_3stage_DI__R0_baseline/loss_log.csv b/outputs/poc/m09c_surgery_3stage_DI__R0_baseline/loss_log.csv
deleted file mode 100644
index 01648d7e2736629399535a43fe707b89f5de632c..0000000000000000000000000000000000000000
--- a/outputs/poc/m09c_surgery_3stage_DI__R0_baseline/loss_log.csv
+++ /dev/null
@@ -1,285 +0,0 @@
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diff --git a/outputs/poc/m09c_surgery_3stage_DI__R1_recipe_v3/loss_log.csv b/outputs/poc/m09c_surgery_3stage_DI__R1_recipe_v3/loss_log.csv
deleted file mode 100644
index c66a718417870617b08990ff8a7726165bae18ac..0000000000000000000000000000000000000000
--- a/outputs/poc/m09c_surgery_3stage_DI__R1_recipe_v3/loss_log.csv
+++ /dev/null
@@ -1,313 +0,0 @@
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-{
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diff --git a/outputs/poc/m09c_surgery_3stage_DI__R2_minus_frozen/loss_log.csv b/outputs/poc/m09c_surgery_3stage_DI__R2_minus_frozen/loss_log.csv
deleted file mode 100644
index af4d7513a4adad098592b9041b3fcd3778511a3f..0000000000000000000000000000000000000000
--- a/outputs/poc/m09c_surgery_3stage_DI__R2_minus_frozen/loss_log.csv
+++ /dev/null
@@ -1,313 +0,0 @@
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\ No newline at end of file
diff --git a/outputs/poc/m09c_surgery_3stage_DI__R3_minus_lpft/loss_log.csv b/outputs/poc/m09c_surgery_3stage_DI__R3_minus_lpft/loss_log.csv
deleted file mode 100644
index 22a0e819ea849a46d6824f0c18c5ef36436c2315..0000000000000000000000000000000000000000
--- a/outputs/poc/m09c_surgery_3stage_DI__R3_minus_lpft/loss_log.csv
+++ /dev/null
@@ -1,285 +0,0 @@
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diff --git a/outputs/poc/m09c_surgery_3stage_DI__R4_minus_subset/loss_log.csv b/outputs/poc/m09c_surgery_3stage_DI__R4_minus_subset/loss_log.csv
deleted file mode 100644
index c32116e1a6a5d2a10622102f94c3f91e67076fa5..0000000000000000000000000000000000000000
--- a/outputs/poc/m09c_surgery_3stage_DI__R4_minus_subset/loss_log.csv
+++ /dev/null
@@ -1,313 +0,0 @@
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diff --git a/outputs/poc/m09c_surgery_3stage_DI__R5_minus_spd/loss_log.csv b/outputs/poc/m09c_surgery_3stage_DI__R5_minus_spd/loss_log.csv
deleted file mode 100644
index 3f82c6072505bc6ae8cfc93d1df4ce23335f4797..0000000000000000000000000000000000000000
--- a/outputs/poc/m09c_surgery_3stage_DI__R5_minus_spd/loss_log.csv
+++ /dev/null
@@ -1,313 +0,0 @@
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\ No newline at end of file
diff --git a/outputs/poc/m09c_surgery_3stage_DI__R6_minus_replay/loss_log.csv b/outputs/poc/m09c_surgery_3stage_DI__R6_minus_replay/loss_log.csv
deleted file mode 100644
index 7e07da9ac8063eedebb2cf4eccb42bd5f2e1e1c9..0000000000000000000000000000000000000000
--- a/outputs/poc/m09c_surgery_3stage_DI__R6_minus_replay/loss_log.csv
+++ /dev/null
@@ -1,313 +0,0 @@
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diff --git a/outputs/poc/probe_action/action_labels.json b/outputs/poc/probe_action/action_labels.json
deleted file mode 100644
index df8767fa7715e93c6d1b780f8bcc06fe15c48777..0000000000000000000000000000000000000000
--- a/outputs/poc/probe_action/action_labels.json
+++ /dev/null
@@ -1,4742 +0,0 @@
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-  "tier1/delhi/drive/xwCVvSZU_i4/xwCVvSZU_i4-049.mp4": {
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-    "class_id": 7,
-    "split": "val"
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-    "class": "still__upward",
-    "class_id": 7,
-    "split": "test"
-  }
-}
\ No newline at end of file
diff --git a/outputs/poc/probe_action/class_counts.json b/outputs/poc/probe_action/class_counts.json
deleted file mode 100644
index 201fd533791708b4656b2de76c04cc686674e998..0000000000000000000000000000000000000000
--- a/outputs/poc/probe_action/class_counts.json
+++ /dev/null
@@ -1,42 +0,0 @@
-{
-  "fast__rightward": {
-    "train": 53,
-    "val": 10,
-    "test": 10
-  },
-  "fast__upward": {
-    "train": 89,
-    "val": 18,
-    "test": 18
-  },
-  "medium__rightward": {
-    "train": 89,
-    "val": 18,
-    "test": 18
-  },
-  "medium__upward": {
-    "train": 89,
-    "val": 18,
-    "test": 18
-  },
-  "slow__rightward": {
-    "train": 89,
-    "val": 18,
-    "test": 18
-  },
-  "slow__upward": {
-    "train": 89,
-    "val": 18,
-    "test": 18
-  },
-  "still__rightward": {
-    "train": 89,
-    "val": 18,
-    "test": 18
-  },
-  "still__upward": {
-    "train": 89,
-    "val": 18,
-    "test": 18
-  }
-}
\ No newline at end of file
diff --git a/outputs/poc/probe_action/legacy_2026-05-09_rm-rf-contaminated/action_labels.json b/outputs/poc/probe_action/legacy_2026-05-09_rm-rf-contaminated/action_labels.json
deleted file mode 100644
index 5f8de4c2fc75b1f69b875843a056299e721a8a4b..0000000000000000000000000000000000000000
--- a/outputs/poc/probe_action/legacy_2026-05-09_rm-rf-contaminated/action_labels.json
+++ /dev/null
@@ -1,4277 +0,0 @@
-{
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-    "class_id": 2,
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-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-010.mp4": {
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-    "class_id": 4,
-    "split": "train"
-  },
-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-013.mp4": {
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-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-016.mp4": {
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-    "split": "val"
-  },
-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-020.mp4": {
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-    "split": "train"
-  },
-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-021.mp4": {
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-    "split": "train"
-  },
-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-023.mp4": {
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-    "class_id": 2,
-    "split": "train"
-  },
-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-026.mp4": {
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-    "class_id": 5,
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-  },
-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-028.mp4": {
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-    "class_id": 0,
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-  "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-032.mp4": {
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-    "class": "slow__upward",
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\ No newline at end of file
diff --git a/outputs/poc/probe_action/legacy_2026-05-09_rm-rf-contaminated/class_counts.json b/outputs/poc/probe_action/legacy_2026-05-09_rm-rf-contaminated/class_counts.json
deleted file mode 100644
index bd77b1da859604db8b33ef8b5aa49ab7e6133339..0000000000000000000000000000000000000000
--- a/outputs/poc/probe_action/legacy_2026-05-09_rm-rf-contaminated/class_counts.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
-  "medium__upward": {
-    "train": 125,
-    "val": 26,
-    "test": 26
-  },
-  "slow__upward": {
-    "train": 81,
-    "val": 16,
-    "test": 16
-  },
-  "fast__upward": {
-    "train": 127,
-    "val": 27,
-    "test": 27
-  },
-  "still__upward": {
-    "train": 30,
-    "val": 6,
-    "test": 6
-  },
-  "still__rightward": {
-    "train": 141,
-    "val": 30,
-    "test": 30
-  },
-  "slow__rightward": {
-    "train": 75,
-    "val": 15,
-    "test": 15
-  },
-  "medium__rightward": {
-    "train": 26,
-    "val": 5,
-    "test": 5
-  }
-}
\ No newline at end of file
diff --git a/outputs/poc/probe_taxonomy/taxonomy_labels.json b/outputs/poc/probe_taxonomy/taxonomy_labels.json
deleted file mode 100644
index b67068b038960cd663f16ba037039a5863e0a2d8..0000000000000000000000000000000000000000
--- a/outputs/poc/probe_taxonomy/taxonomy_labels.json
+++ /dev/null
@@ -1,420197 +0,0 @@
-{
-  "dims": {
-    "scene_type": {
-      "type": "single",
-      "values": [
-        "market",
-        "bazaar",
-        "junction",
-        "residential_lane",
-        "promenade",
-        "transit",
-        "heritage_tourist",
-        "highway",
-        "commercial",
-        "ghat",
-        "flyover_underpass",
-        "beach_coastal",
-        "skyline_aerial"
-      ],
-      "default": "residential_lane",
-      "n_classes": 13
-    },
-    "time_of_day": {
-      "type": "single",
-      "values": [
-        "day",
-        "night"
-      ],
-      "default": "day",
-      "n_classes": 2
-    },
-    "weather": {
-      "type": "single",
-      "values": [
-        "clear",
-        "cloudy",
-        "rain",
-        "fog",
-        "overcast"
-      ],
-      "default": "clear",
-      "n_classes": 5
-    },
-    "crowd_density": {
-      "type": "single",
-      "values": [
-        "low",
-        "med",
-        "high"
-      ],
-      "default": "med",
-      "n_classes": 3
-    },
-    "traffic_density": {
-      "type": "single",
-      "values": [
-        "low",
-        "med",
-        "high"
-      ],
-      "default": "med",
-      "n_classes": 3
-    },
-    "traffic_mix": {
-      "type": "single",
-      "values": [
-        "motorized_only",
-        "mixed_motorized",
-        "mixed_all",
-        "pedestrian_dominant"
-      ],
-      "default": "mixed_motorized",
-      "n_classes": 4
-    },
-    "pedestrian_vehicle_separation": {
-      "type": "single",
-      "values": [
-        "separated",
-        "partial",
-        "shared_space"
-      ],
-      "default": "partial",
-      "n_classes": 3
-    },
-    "road_layout": {
-      "type": "multi",
-      "values": [
-        "intersection",
-        "narrow_lane",
-        "wide_road",
-        "sidewalk_present",
-        "median",
-        "speed_breaker",
-        "open_drain",
-        "bridge"
-      ],
-      "default": [
-        "wide_road"
-      ],
-      "n_classes": 8
-    },
-    "road_surface": {
-      "type": "single",
-      "values": [
-        "asphalt",
-        "concrete",
-        "dirt",
-        "cobblestone",
-        "mixed",
-        "paved",
-        "unpaved",
-        "wet"
-      ],
-      "default": "paved",
-      "n_classes": 8
-    },
-    "infrastructure_quality": {
-      "type": "single",
-      "values": [
-        "good",
-        "moderate",
-        "poor"
-      ],
-      "default": "moderate",
-      "n_classes": 3
-    },
-    "road_encroachment": {
-      "type": "single",
-      "values": [
-        "clear",
-        "partial",
-        "heavy"
-      ],
-      "default": "partial",
-      "n_classes": 3
-    },
-    "notable_objects": {
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-      "values": [
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-        "auto_rickshaw",
-        "cycle_rickshaw",
-        "bike",
-        "car",
-        "truck",
-        "handcart",
-        "street_vendor",
-        "sacred_cow",
-        "stray_dog",
-        "pedestrian",
-        "overhead_wires",
-        "signage",
-        "religious_shrine",
-        "skyscraper"
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-      "default": [
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-        "bike"
-      ],
-      "n_classes": 15
-    },
-    "vegetation": {
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-      "values": [
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-        "sparse",
-        "moderate",
-        "dense"
-      ],
-      "default": "sparse",
-      "n_classes": 4
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-    "lighting": {
-      "type": "single",
-      "values": [
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-        "artificial",
-        "mixed",
-        "low_light"
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-      "default": "natural",
-      "n_classes": 4
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-  "tier2/mysuru/drone/2clcTLPNdfg/2clcTLPNdfg-018.mp4": {
-    "class": "medium__rightward",
-    "class_id": 1,
-    "split": "test"
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-  "tier2/mysuru/drone/2clcTLPNdfg/2clcTLPNdfg-023.mp4": {
-    "class": "still__rightward",
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-    "split": "test"
-  }
-}
\ No newline at end of file
diff --git a/outputs/sanity/probe_action/class_counts.json b/outputs/sanity/probe_action/class_counts.json
deleted file mode 100644
index b3c2694f0dd4d69f83ed145a6d9541672fa5183c..0000000000000000000000000000000000000000
--- a/outputs/sanity/probe_action/class_counts.json
+++ /dev/null
@@ -1,37 +0,0 @@
-{
-  "medium__upward": {
-    "train": 24,
-    "val": 4,
-    "test": 4
-  },
-  "slow__upward": {
-    "train": 11,
-    "val": 2,
-    "test": 2
-  },
-  "fast__upward": {
-    "train": 20,
-    "val": 3,
-    "test": 3
-  },
-  "still__upward": {
-    "train": 5,
-    "val": 1,
-    "test": 1
-  },
-  "still__rightward": {
-    "train": 13,
-    "val": 2,
-    "test": 2
-  },
-  "slow__rightward": {
-    "train": 11,
-    "val": 2,
-    "test": 2
-  },
-  "medium__rightward": {
-    "train": 3,
-    "val": 1,
-    "test": 1
-  }
-}
\ No newline at end of file
diff --git a/outputs/sanity/probe_taxonomy/taxonomy_labels.json b/outputs/sanity/probe_taxonomy/taxonomy_labels.json
deleted file mode 100644
index 0a3fd4c4e2ad5f2be767a6edb318771edbedc04c..0000000000000000000000000000000000000000
--- a/outputs/sanity/probe_taxonomy/taxonomy_labels.json
+++ /dev/null
@@ -1,6497 +0,0 @@
-{
-  "dims": {
-    "scene_type": {
-      "type": "single",
-      "values": [
-        "market",
-        "bazaar",
-        "junction",
-        "residential_lane",
-        "promenade",
-        "transit",
-        "heritage_tourist",
-        "highway",
-        "commercial",
-        "ghat",
-        "flyover_underpass",
-        "beach_coastal",
-        "skyline_aerial"
-      ],
-      "default": "residential_lane",
-      "n_classes": 13
-    },
-    "time_of_day": {
-      "type": "single",
-      "values": [
-        "day",
-        "night"
-      ],
-      "default": "day",
-      "n_classes": 2
-    },
-    "weather": {
-      "type": "single",
-      "values": [
-        "clear",
-        "cloudy",
-        "rain",
-        "fog",
-        "overcast"
-      ],
-      "default": "clear",
-      "n_classes": 5
-    },
-    "crowd_density": {
-      "type": "single",
-      "values": [
-        "low",
-        "med",
-        "high"
-      ],
-      "default": "med",
-      "n_classes": 3
-    },
-    "traffic_density": {
-      "type": "single",
-      "values": [
-        "low",
-        "med",
-        "high"
-      ],
-      "default": "med",
-      "n_classes": 3
-    },
-    "traffic_mix": {
-      "type": "single",
-      "values": [
-        "motorized_only",
-        "mixed_motorized",
-        "mixed_all",
-        "pedestrian_dominant"
-      ],
-      "default": "mixed_motorized",
-      "n_classes": 4
-    },
-    "pedestrian_vehicle_separation": {
-      "type": "single",
-      "values": [
-        "separated",
-        "partial",
-        "shared_space"
-      ],
-      "default": "partial",
-      "n_classes": 3
-    },
-    "road_layout": {
-      "type": "multi",
-      "values": [
-        "intersection",
-        "narrow_lane",
-        "wide_road",
-        "sidewalk_present",
-        "median",
-        "speed_breaker",
-        "open_drain",
-        "bridge"
-      ],
-      "default": [
-        "wide_road"
-      ],
-      "n_classes": 8
-    },
-    "road_surface": {
-      "type": "single",
-      "values": [
-        "asphalt",
-        "concrete",
-        "dirt",
-        "cobblestone",
-        "mixed",
-        "paved",
-        "unpaved",
-        "wet"
-      ],
-      "default": "paved",
-      "n_classes": 8
-    },
-    "infrastructure_quality": {
-      "type": "single",
-      "values": [
-        "good",
-        "moderate",
-        "poor"
-      ],
-      "default": "moderate",
-      "n_classes": 3
-    },
-    "road_encroachment": {
-      "type": "single",
-      "values": [
-        "clear",
-        "partial",
-        "heavy"
-      ],
-      "default": "partial",
-      "n_classes": 3
-    },
-    "notable_objects": {
-      "type": "multi",
-      "values": [
-        "bus",
-        "auto_rickshaw",
-        "cycle_rickshaw",
-        "bike",
-        "car",
-        "truck",
-        "handcart",
-        "street_vendor",
-        "sacred_cow",
-        "stray_dog",
-        "pedestrian",
-        "overhead_wires",
-        "signage",
-        "religious_shrine",
-        "skyscraper"
-      ],
-      "default": [
-        "pedestrian",
-        "bike"
-      ],
-      "n_classes": 15
-    },
-    "vegetation": {
-      "type": "single",
-      "values": [
-        "none",
-        "sparse",
-        "moderate",
-        "dense"
-      ],
-      "default": "sparse",
-      "n_classes": 4
-    },
-    "lighting": {
-      "type": "single",
-      "values": [
-        "natural",
-        "artificial",
-        "mixed",
-        "low_light"
-      ],
-      "default": "natural",
-      "n_classes": 4
-    },
-    "video_quality": {
-      "type": "single",
-      "values": [
-        "clean",
-        "blur",
-        "shake"
-      ],
-      "default": "clean",
-      "n_classes": 3
-    }
-  },
-  "labels": {
-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-004.mp4": {
-      "scene_type": 3,
-      "time_of_day": 0,
-      "weather": 2,
-      "crowd_density": 0,
-      "traffic_density": 0,
-      "traffic_mix": 0,
-      "pedestrian_vehicle_separation": 2,
-      "road_layout": [
-        0,
-        0,
-        1,
-        1,
-        0,
-        0,
-        0,
-        0
-      ],
-      "road_surface": 7,
-      "infrastructure_quality": 1,
-      "road_encroachment": 1,
-      "notable_objects": [
-        0,
-        0,
-        0,
-        1,
-        1,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0
-      ],
-      "vegetation": 3,
-      "lighting": 0,
-      "video_quality": 1
-    },
-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-010.mp4": {
-      "scene_type": 4,
-      "time_of_day": 0,
-      "weather": 2,
-      "crowd_density": 0,
-      "traffic_density": 0,
-      "traffic_mix": 3,
-      "pedestrian_vehicle_separation": 0,
-      "road_layout": [
-        0,
-        0,
-        0,
-        1,
-        0,
-        0,
-        0,
-        0
-      ],
-      "road_surface": 5,
-      "infrastructure_quality": 0,
-      "road_encroachment": 0,
-      "notable_objects": [
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        1,
-        0,
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-        0,
-        0
-      ],
-      "vegetation": 3,
-      "lighting": 0,
-      "video_quality": 1
-    },
-    "tier2/bhopal/rain/--pBu8H35ro/--pBu8H35ro-013.mp4": {
-      "scene_type": 9,
-      "time_of_day": 0,
-      "weather": 2,
-      "crowd_density": 0,
-      "traffic_density": 0,
-      "traffic_mix": 3,
-      "pedestrian_vehicle_separation": 2,
-      "road_layout": [
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0,
-        0
-      ],
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