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+    "s1785553392857-1.jpg": "data/hd-usb-camera-05a3-9520/2026-08-01/s1785553392857-1.jpg",
+    "s1785553616732-2.jpg": "raw/frames/s1785553616732-2.jpg",
+    "s1785553706208-3.jpg": "raw/frames/s1785553706208-3.jpg"
+  }
+}
diff --git a/raw/sidecars/1783555261688-0.json b/raw/sidecars/1783555261688-0.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb1371b65c9451ca339264615bb037b798d2dcbb
--- /dev/null
+++ b/raw/sidecars/1783555261688-0.json
@@ -0,0 +1,55 @@
+{
+  "id": "1783555261688-0",
+  "createdAt": "2026-07-09T00:01:01.695Z",
+  "model": "claude-sonnet-5",
+  "image": "1783555261688-0.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.04,
+        "y": 0.46,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.4,
+      "box": {
+        "x": 0,
+        "y": 0.62,
+        "w": 0.2,
+        "h": 0.2
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.04,
+        "y": 0.46,
+        "w": 0.19,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.4,
+      "box": {
+        "x": 0,
+        "y": 0.62,
+        "w": 0.2,
+        "h": 0.2
+      }
+    }
+  ],
+  "corrected": false
+}
diff --git a/raw/sidecars/1783555261688-0.opus.json b/raw/sidecars/1783555261688-0.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf24706fba8e7933681778c6f67dc5c0e52076ff
--- /dev/null
+++ b/raw/sidecars/1783555261688-0.opus.json
@@ -0,0 +1,32 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.04,
+        "y": 0.47,
+        "w": 0.18,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 11,
+      "confidence": 0.5,
+      "box": {
+        "x": 0,
+        "y": 0.62,
+        "w": 0.17,
+        "h": 0.19
+      }
+    }
+  ],
+  "warnings": [
+    "Pink d20 top face partially obscured; value could be 6 or 9 depending on orientation mark, confidence lowered.",
+    "Black d20 is partly cropped off the left edge of the image and leaning against the pink die, making the top face uncertain; value could be 11 or another nearby number.",
+    "Both dice are touching/overlapping each other, which may affect which face is truly 'up'."
+  ]
+}
diff --git a/raw/sidecars/1783562950249-1.json b/raw/sidecars/1783562950249-1.json
new file mode 100644
index 0000000000000000000000000000000000000000..480a08eb6e0c7bebfbdf54ae51892b2a292aaccf
--- /dev/null
+++ b/raw/sidecars/1783562950249-1.json
@@ -0,0 +1,55 @@
+{
+  "id": "1783562950249-1",
+  "createdAt": "2026-07-09T02:09:10.256Z",
+  "model": "claude-sonnet-5",
+  "image": "1783562950249-1.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 4,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.73,
+        "y": 0,
+        "w": 0.22,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d20",
+      "value": 12,
+      "confidence": 0.4,
+      "box": {
+        "x": 0,
+        "y": 0.53,
+        "w": 0.16,
+        "h": 0.2
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 4,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.73,
+        "y": 0,
+        "w": 0.22,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d20",
+      "value": 12,
+      "confidence": 0.4,
+      "box": {
+        "x": 0,
+        "y": 0.53,
+        "w": 0.16,
+        "h": 0.2
+      }
+    }
+  ],
+  "corrected": false
+}
diff --git a/raw/sidecars/1783562950249-1.opus.json b/raw/sidecars/1783562950249-1.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c35649bc207c2c75185d257a79c6217f6886cc8
--- /dev/null
+++ b/raw/sidecars/1783562950249-1.opus.json
@@ -0,0 +1,32 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 4,
+      "confidence": 0.4,
+      "box": {
+        "x": 0.73,
+        "y": 0,
+        "w": 0.22,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d20",
+      "value": 12,
+      "confidence": 0.4,
+      "box": {
+        "x": 0,
+        "y": 0.53,
+        "w": 0.17,
+        "h": 0.2
+      }
+    }
+  ],
+  "warnings": [
+    "Blue d20 is angled with multiple numbers visible (14, 4, 18, 11, 13); top face likely 4 but uncertain due to tilt.",
+    "Pink d20 is angled with multiple numbers visible (12, 13, 10); top face likely 12 but uncertain due to tilt.",
+    "Both dice appear tilted against the tray wall rather than lying flat, reducing confidence in the reading."
+  ]
+}
diff --git a/raw/sidecars/1783563004531-2.json b/raw/sidecars/1783563004531-2.json
new file mode 100644
index 0000000000000000000000000000000000000000..65208d4e056f0ed97c030b1d941ace55a194adf7
--- /dev/null
+++ b/raw/sidecars/1783563004531-2.json
@@ -0,0 +1,121 @@
+{
+  "id": "1783563004531-2",
+  "createdAt": "2026-07-09T02:10:04.538Z",
+  "model": "claude-sonnet-5",
+  "image": "1783563004531-2.jpg",
+  "labels": [
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.31,
+        "y": 0.11,
+        "w": 0.18,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.08,
+        "y": 0.35,
+        "w": 0.24,
+        "h": 0.24
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.65,
+        "y": 0.35,
+        "w": 0.19,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.31,
+        "y": 0.58,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 11,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.61,
+        "y": 0.55,
+        "w": 0.22,
+        "h": 0.24
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d8",
+      "value": 4,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.31,
+        "y": 0.11,
+        "w": 0.18,
+        "h": 0.19
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.08,
+        "y": 0.35,
+        "w": 0.24,
+        "h": 0.24
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.65,
+        "y": 0.35,
+        "w": 0.19,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.31,
+        "y": 0.58,
+        "w": 0.17,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 11,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.61,
+        "y": 0.55,
+        "w": 0.22,
+        "h": 0.24
+      }
+    }
+  ],
+  "corrected": false
+}
diff --git a/raw/sidecars/1783563004531-2.opus.json b/raw/sidecars/1783563004531-2.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2c63478362acce529ac154c47681ac91e31fecc
--- /dev/null
+++ b/raw/sidecars/1783563004531-2.opus.json
@@ -0,0 +1,65 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d4",
+      "value": 4,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.3,
+        "y": 0.13,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 3,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.1,
+        "y": 0.36,
+        "w": 0.2,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.68,
+        "y": 0.36,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d6",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.32,
+        "y": 0.58,
+        "w": 0.15,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 11,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.6,
+        "y": 0.55,
+        "w": 0.2,
+        "h": 0.22
+      }
+    }
+  ],
+  "warnings": [
+    "Yellow d4 shows a 4 near the top but d4s are read by which face points up among the three visible; confidence lowered due to angle.",
+    "Pink d20 top face is ambiguous between 3 and other adjacent numbers due to tilt; confidence lowered.",
+    "Blue d20 shows numbers 9, 11, 13, 4 clustered near top; top-most face is uncertain due to angle, best guess is 11."
+  ]
+}
diff --git a/raw/sidecars/1783614109225-0.json b/raw/sidecars/1783614109225-0.json
new file mode 100644
index 0000000000000000000000000000000000000000..3206169148c5af345b15a18a1730f03295c4ed5a
--- /dev/null
+++ b/raw/sidecars/1783614109225-0.json
@@ -0,0 +1,122 @@
+{
+  "schemaVersion": 1,
+  "id": "1783614109225-0",
+  "createdAt": "2026-07-09T16:21:49.233Z",
+  "model": "claude-sonnet-5",
+  "image": "1783614109225-0.jpg",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.34,
+        "y": 0.36,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.5,
+        "y": 0.34,
+        "w": 0.22,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.42,
+        "y": 0.55,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d12",
+      "value": 1,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.24,
+        "y": 0.53,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.4,
+        "y": 0.72,
+        "w": 0.24,
+        "h": 0.24
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.85,
+      "box": {
+        "x": 0.34,
+        "y": 0.36,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.5,
+        "y": 0.34,
+        "w": 0.22,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.42,
+        "y": 0.55,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d12",
+      "value": 1,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.24,
+        "y": 0.53,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.4,
+        "y": 0.72,
+        "w": 0.24,
+        "h": 0.24
+      }
+    }
+  ],
+  "corrected": false
+}
diff --git a/raw/sidecars/1783614109225-0.opus.json b/raw/sidecars/1783614109225-0.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cbea9c7f29df9d604458aa10410378a54c29b13
--- /dev/null
+++ b/raw/sidecars/1783614109225-0.opus.json
@@ -0,0 +1,65 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d10",
+      "value": 5,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.34,
+        "y": 0.36,
+        "w": 0.16,
+        "h": 0.16
+      }
+    },
+    {
+      "type": "d20",
+      "value": 9,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.49,
+        "y": 0.35,
+        "w": 0.22,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d6",
+      "value": 2,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.44,
+        "y": 0.53,
+        "w": 0.15,
+        "h": 0.15
+      }
+    },
+    {
+      "type": "d10",
+      "value": 1,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.24,
+        "y": 0.53,
+        "w": 0.18,
+        "h": 0.18
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.6,
+      "box": {
+        "x": 0.4,
+        "y": 0.68,
+        "w": 0.22,
+        "h": 0.24
+      }
+    }
+  ],
+  "warnings": [
+    "A partially visible blue/dark die is occluded behind the pink d6 and black d12, not confidently readable.",
+    "d20 value could be 6 or 9 depending on orientation; underline not clearly visible.",
+    "d12 value could be 5 or 2 depending on orientation, low confidence due to angle."
+  ]
+}
diff --git a/raw/sidecars/1783986551402-0.json b/raw/sidecars/1783986551402-0.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0e9423fb1098112b6b9b3ff9f25ea9c4d3e21a6
--- /dev/null
+++ b/raw/sidecars/1783986551402-0.json
@@ -0,0 +1,58 @@
+{
+  "schemaVersion": 1,
+  "id": "1783986551402-0",
+  "createdAt": "2026-07-13T23:49:11.413Z",
+  "model": "claude-sonnet-5",
+  "camera": "HUE HD Camera (0c45:6341)",
+  "image": "1783986551402-0.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.09,
+        "y": 0.5,
+        "w": 0.19,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d12",
+      "value": 5,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.72,
+        "y": 0.49,
+        "w": 0.14,
+        "h": 0.16
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.09,
+        "y": 0.5,
+        "w": 0.19,
+        "h": 0.22
+      }
+    },
+    {
+      "type": "d12",
+      "value": 9,
+      "confidence": 0.5,
+      "box": {
+        "x": 0.72,
+        "y": 0.49,
+        "w": 0.14,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1783986551402-0.opus.json b/raw/sidecars/1783986551402-0.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba3d21187c4125600e7eaada00e02f0b32450875
--- /dev/null
+++ b/raw/sidecars/1783986551402-0.opus.json
@@ -0,0 +1,30 @@
+{
+  "model": "champion:dice-shape",
+  "labels": [
+    {
+      "type": "d12",
+      "value": 1,
+      "confidence": 0.9105597138404846,
+      "box": {
+        "x": 0.7313,
+        "y": 0.4908,
+        "w": 0.1514,
+        "h": 0.1699
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.900932788848877,
+      "box": {
+        "x": 0.0953,
+        "y": 0.4864,
+        "w": 0.1812,
+        "h": 0.1973
+      }
+    }
+  ],
+  "warnings": [
+    "local shape model: dice typed and boxed — click each die and set its rolled value"
+  ]
+}
\ No newline at end of file
diff --git a/raw/sidecars/1783987395126-2.json b/raw/sidecars/1783987395126-2.json
new file mode 100644
index 0000000000000000000000000000000000000000..a362de98805b1ab118826b2bd37d71b9c9464f63
--- /dev/null
+++ b/raw/sidecars/1783987395126-2.json
@@ -0,0 +1,35 @@
+{
+  "schemaVersion": 1,
+  "id": "1783987395126-2",
+  "createdAt": "2026-07-14T00:03:15.137Z",
+  "model": "claude-sonnet-5",
+  "camera": "HUE HD Camera (0c45:6341)",
+  "image": "1783987395126-2.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 9,
+      "box": {
+        "x": 0.5361643216364356,
+        "y": 0.5799789251844046,
+        "w": 0.1211504774820591,
+        "h": 0.11946409754628928
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 6,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.31,
+        "y": 0.53,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1783987395126-2.opus.json b/raw/sidecars/1783987395126-2.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..2056033db58a1dfbe5ec0f139fb3fb178461a8c9
--- /dev/null
+++ b/raw/sidecars/1783987395126-2.opus.json
@@ -0,0 +1,19 @@
+{
+  "model": "champion:dice-shape",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.8914940357208252,
+      "box": {
+        "x": 0.4792,
+        "y": 0.5427,
+        "w": 0.1839,
+        "h": 0.1978
+      }
+    }
+  ],
+  "warnings": [
+    "local shape model: dice typed and boxed — click each die and set its rolled value"
+  ]
+}
\ No newline at end of file
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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diff --git a/raw/sidecars/1784081719165-2.opus.json b/raw/sidecars/1784081719165-2.opus.json
new file mode 100644
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@@ -0,0 +1,63 @@
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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+++ b/raw/sidecars/1784163737725-1.json
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+++ b/raw/sidecars/1784164772306-2.json
@@ -0,0 +1,36 @@
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diff --git a/raw/sidecars/1784483378348-h.opus.json b/raw/sidecars/1784483378348-h.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..49ce68ac882029cce5d47c5f3c0a6db6ccc4fb47
--- /dev/null
+++ b/raw/sidecars/1784483378348-h.opus.json
@@ -0,0 +1,19 @@
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new file mode 100644
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new file mode 100644
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@@ -0,0 +1,5 @@
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new file mode 100644
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+++ b/raw/sidecars/1784485124395-l.json
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diff --git a/raw/sidecars/1784485124395-l.opus.json b/raw/sidecars/1784485124395-l.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..08150179729e0e56fd951f99c6b2a19d41deb18f
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diff --git a/raw/sidecars/1784485230267-m.json b/raw/sidecars/1784485230267-m.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4ae367ddf06a25c621284e5d15599a159198499
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+++ b/raw/sidecars/1784485230267-m.json
@@ -0,0 +1,36 @@
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diff --git a/raw/sidecars/1784485230267-m.opus.json b/raw/sidecars/1784485230267-m.opus.json
new file mode 100644
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@@ -0,0 +1,19 @@
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new file mode 100644
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+++ b/raw/sidecars/1784485386282-n.json
@@ -0,0 +1,36 @@
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diff --git a/raw/sidecars/1784485386282-n.opus.json b/raw/sidecars/1784485386282-n.opus.json
new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1784485386282-n.opus.json
@@ -0,0 +1,19 @@
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diff --git a/raw/sidecars/1784485406738-o.json b/raw/sidecars/1784485406738-o.json
new file mode 100644
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+++ b/raw/sidecars/1784485406738-o.json
@@ -0,0 +1,36 @@
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diff --git a/raw/sidecars/1784485406738-o.opus.json b/raw/sidecars/1784485406738-o.opus.json
new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1784485406738-o.opus.json
@@ -0,0 +1,19 @@
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\ No newline at end of file
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new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1784489192927-p.json
@@ -0,0 +1,124 @@
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diff --git a/raw/sidecars/1784489192927-p.opus.json b/raw/sidecars/1784489192927-p.opus.json
new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1784489192927-p.opus.json
@@ -0,0 +1,63 @@
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\ No newline at end of file
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new file mode 100644
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+++ b/raw/sidecars/1784589825574-0.json
@@ -0,0 +1,58 @@
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new file mode 100644
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new file mode 100644
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@@ -0,0 +1,30 @@
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\ No newline at end of file
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new file mode 100644
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diff --git a/raw/sidecars/1784682279661-8.opus.json b/raw/sidecars/1784682279661-8.opus.json
new file mode 100644
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\ No newline at end of file
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new file mode 100644
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+++ b/raw/sidecars/1784682497736-9.json
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new file mode 100644
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new file mode 100644
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+++ b/raw/sidecars/1784682670407-a.json
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new file mode 100644
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\ No newline at end of file
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new file mode 100644
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@@ -0,0 +1,58 @@
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diff --git a/raw/sidecars/1784682729616-b.opus.json b/raw/sidecars/1784682729616-b.opus.json
new file mode 100644
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@@ -0,0 +1,30 @@
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\ No newline at end of file
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new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1784682822880-c.json
@@ -0,0 +1,58 @@
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new file mode 100644
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+++ b/raw/sidecars/1784682822880-c.opus.json
@@ -0,0 +1,30 @@
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\ No newline at end of file
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new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1784682837296-d.json
@@ -0,0 +1,58 @@
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\ No newline at end of file
diff --git a/raw/sidecars/1784682837296-d.opus.json b/raw/sidecars/1784682837296-d.opus.json
new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1784682837296-d.opus.json
@@ -0,0 +1,19 @@
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\ No newline at end of file
diff --git a/raw/sidecars/1784683484627-e.json b/raw/sidecars/1784683484627-e.json
new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1784683484627-e.json
@@ -0,0 +1,102 @@
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+  "modelLabels": [
+    {
+      "type": "d6",
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+      "confidence": 0.9,
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+        "h": 0.13
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+    {
+      "type": "d6",
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+      "confidence": 0.9,
+      "box": {
+        "x": 0.72,
+        "y": 0.6,
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+    },
+    {
+      "type": "d6",
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+        "w": 0.13,
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+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1784683484627-e.opus.json b/raw/sidecars/1784683484627-e.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..2384279ff39cd16b150ed8858848a5feceb39648
--- /dev/null
+++ b/raw/sidecars/1784683484627-e.opus.json
@@ -0,0 +1,52 @@
+{
+  "model": "champion:dice-shape",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.869939923286438,
+      "box": {
+        "x": 0.8048,
+        "y": 0.2124,
+        "w": 0.1404,
+        "h": 0.141
+      }
+    },
+    {
+      "type": "d6",
+      "value": 1,
+      "confidence": 0.8475891947746277,
+      "box": {
+        "x": 0.4772,
+        "y": 0.3767,
+        "w": 0.1639,
+        "h": 0.1532
+      }
+    },
+    {
+      "type": "d20",
+      "value": 1,
+      "confidence": 0.8118345737457275,
+      "box": {
+        "x": 0.7295,
+        "y": 0.5588,
+        "w": 0.1511,
+        "h": 0.1568
+      }
+    },
+    {
+      "type": "d6",
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+      "confidence": 0.6778602600097656,
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+        "y": 0.6596,
+        "w": 0.1385,
+        "h": 0.1184
+      }
+    }
+  ],
+  "warnings": [
+    "local shape model: dice typed and boxed — click each die and set its rolled value"
+  ]
+}
\ No newline at end of file
diff --git a/raw/sidecars/1784767700590-0.json b/raw/sidecars/1784767700590-0.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa855572a58a007084f25a9e91af6bafd562976e
--- /dev/null
+++ b/raw/sidecars/1784767700590-0.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1784767700590-0",
+  "createdAt": "2026-07-23T00:48:20.597Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1784767700590-0.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 17,
+      "confidence": 0.9,
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+        "y": 0.45,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
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+      "confidence": 0.9,
+      "box": {
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+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1784767747515-1.json b/raw/sidecars/1784767747515-1.json
new file mode 100644
index 0000000000000000000000000000000000000000..72afa06e4251678305bc0adabe024e7ee5f82717
--- /dev/null
+++ b/raw/sidecars/1784767747515-1.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1784767747515-1",
+  "createdAt": "2026-07-23T00:49:07.522Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1784767747515-1.jpg",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 17,
+      "confidence": 0.5,
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+        "y": 0.03,
+        "w": 0.2,
+        "h": 0.22
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
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+      "confidence": 0.5,
+      "box": {
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+        "w": 0.2,
+        "h": 0.22
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+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785089048017-0.json b/raw/sidecars/1785089048017-0.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a27fe8ed3d649f51ca5b857f53ffca44678464a
--- /dev/null
+++ b/raw/sidecars/1785089048017-0.json
@@ -0,0 +1,58 @@
+{
+  "schemaVersion": 1,
+  "id": "1785089048017-0",
+  "createdAt": "2026-07-26T18:04:08.024Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785089048017-0.jpg",
+  "labels": [
+    {
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+      "value": 15,
+      "confidence": 0.7,
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+    },
+    {
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+      "confidence": 0.65,
+      "box": {
+        "x": 0.55,
+        "y": 0.75,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
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+      "confidence": 0.7,
+      "box": {
+        "x": 0.72,
+        "y": 0.27,
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+    },
+    {
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+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785093726919-4.json b/raw/sidecars/1785093726919-4.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7914313e4a996daa84cd952ea4d664b2f45c87d
--- /dev/null
+++ b/raw/sidecars/1785093726919-4.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785093726919-4",
+  "createdAt": "2026-07-26T19:22:06.926Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785093726919-4.jpg",
+  "labels": [
+    {
+      "type": "d6",
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+      "confidence": 0.9,
+      "box": {
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+        "y": 0.635,
+        "w": 0.16,
+        "h": 0.155
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d6",
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+      }
+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785095934670-5.json b/raw/sidecars/1785095934670-5.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b5ef8f928405869ee23c5a29ee19d2557135aa2
--- /dev/null
+++ b/raw/sidecars/1785095934670-5.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785095934670-5",
+  "createdAt": "2026-07-26T19:58:54.682Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785095934670-5.jpg",
+  "labels": [
+    {
+      "type": "d20",
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+      "box": {
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+        "y": 0.39,
+        "w": 0.18,
+        "h": 0.18
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.55,
+      "box": {
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+        "y": 0.39,
+        "w": 0.18,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785096255448-6.json b/raw/sidecars/1785096255448-6.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad0290e33fc3cb97082ccb6e554de5c54d75f3a1
--- /dev/null
+++ b/raw/sidecars/1785096255448-6.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785096255448-6",
+  "createdAt": "2026-07-26T20:04:15.455Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785096255448-6.jpg",
+  "labels": [
+    {
+      "type": "d20",
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+      "confidence": 0.55,
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+        "y": 0.39,
+        "w": 0.175,
+        "h": 0.175
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 20,
+      "confidence": 0.55,
+      "box": {
+        "x": 0.155,
+        "y": 0.39,
+        "w": 0.175,
+        "h": 0.175
+      }
+    }
+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785096373814-7.json b/raw/sidecars/1785096373814-7.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc6abf42583e0d7b10d29852d8973831d4051855
--- /dev/null
+++ b/raw/sidecars/1785096373814-7.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785096373814-7",
+  "createdAt": "2026-07-26T20:06:13.825Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785096373814-7.jpg",
+  "labels": [
+    {
+      "type": "d20",
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+  ],
+  "modelLabels": [
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+      "box": {
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+        "y": 0.72,
+        "w": 0.14,
+        "h": 0.15
+      }
+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785096781849-8.json b/raw/sidecars/1785096781849-8.json
new file mode 100644
index 0000000000000000000000000000000000000000..d82d3dc3f1f09ae20ed24ed556c7e1f94ff8b8e9
--- /dev/null
+++ b/raw/sidecars/1785096781849-8.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785096781849-8",
+  "createdAt": "2026-07-26T20:13:01.861Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785096781849-8.jpg",
+  "labels": [
+    {
+      "type": "d20",
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+        "y": 0.13,
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+        "h": 0.17
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+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
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+      "confidence": 0.5,
+      "box": {
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+        "y": 0.13,
+        "w": 0.16,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785096830698-9.json b/raw/sidecars/1785096830698-9.json
new file mode 100644
index 0000000000000000000000000000000000000000..48634980ea78907d3d94c57aeae8787622ac4096
--- /dev/null
+++ b/raw/sidecars/1785096830698-9.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785096830698-9",
+  "createdAt": "2026-07-26T20:13:50.705Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785096830698-9.jpg",
+  "labels": [
+    {
+      "type": "d20",
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+        "y": 0.7,
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+  ],
+  "modelLabels": [
+    {
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+        "h": 0.16
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+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785097089261-a.json b/raw/sidecars/1785097089261-a.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fdbebd707e63f4e13d1c9b2787f6e1f06c81ab7
--- /dev/null
+++ b/raw/sidecars/1785097089261-a.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785097089261-a",
+  "createdAt": "2026-07-26T20:18:09.269Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785097089261-a.jpg",
+  "labels": [
+    {
+      "type": "d20",
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+      "confidence": 0.55,
+      "box": {
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+        "y": 0.1,
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+        "h": 0.19
+      }
+    }
+  ],
+  "modelLabels": [
+    {
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+        "y": 0.1,
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+        "h": 0.19
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+    }
+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785099185691-b.json b/raw/sidecars/1785099185691-b.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d77e38dbbac30766238e48c1d83f029e2cfa276
--- /dev/null
+++ b/raw/sidecars/1785099185691-b.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785099185691-b",
+  "createdAt": "2026-07-26T20:53:05.703Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785099185691-b.jpg",
+  "labels": [
+    {
+      "type": "d20",
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+      "confidence": 0.92,
+      "box": {
+        "x": 0.36,
+        "y": 0.7,
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+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
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+      "confidence": 0.92,
+      "box": {
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+        "y": 0.7,
+        "w": 0.16,
+        "h": 0.17
+      }
+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785195619717-0.json b/raw/sidecars/1785195619717-0.json
new file mode 100644
index 0000000000000000000000000000000000000000..e95bbd4eda4c18c9e68b1889f1f109c1edfe4832
--- /dev/null
+++ b/raw/sidecars/1785195619717-0.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785195619717-0",
+  "createdAt": "2026-07-27T23:40:19.725Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785195619717-0.jpg",
+  "labels": [
+    {
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+      "box": {
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+        "y": 0.185,
+        "w": 0.16,
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+      }
+    }
+  ],
+  "modelLabels": [
+    {
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+      "box": {
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+        "y": 0.185,
+        "w": 0.16,
+        "h": 0.16
+      }
+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785196569374-1.json b/raw/sidecars/1785196569374-1.json
new file mode 100644
index 0000000000000000000000000000000000000000..449431f097fc7d63da8d521b202050855f19a7ac
--- /dev/null
+++ b/raw/sidecars/1785196569374-1.json
@@ -0,0 +1,36 @@
+{
+  "schemaVersion": 1,
+  "id": "1785196569374-1",
+  "createdAt": "2026-07-27T23:56:09.386Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785196569374-1.jpg",
+  "labels": [
+    {
+      "type": "d20",
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+      "confidence": 0.55,
+      "box": {
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+        "y": 0.62,
+        "w": 0.16,
+        "h": 0.18
+      }
+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
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+      "confidence": 0.55,
+      "box": {
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+        "y": 0.62,
+        "w": 0.16,
+        "h": 0.18
+      }
+    }
+  ],
+  "corrected": false,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785198273564-2.json b/raw/sidecars/1785198273564-2.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a3c51cad67619d929cda3f4b9d704420fd6975a
--- /dev/null
+++ b/raw/sidecars/1785198273564-2.json
@@ -0,0 +1,58 @@
+{
+  "schemaVersion": 1,
+  "id": "1785198273564-2",
+  "createdAt": "2026-07-28T00:24:33.571Z",
+  "model": "claude-sonnet-5",
+  "camera": "HD USB Camera (05a3:9520)",
+  "image": "1785198273564-2.jpg",
+  "labels": [
+    {
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+    },
+    {
+      "type": "d20",
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+  "modelLabels": [
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diff --git a/raw/sidecars/1785198326903-3.json b/raw/sidecars/1785198326903-3.json
new file mode 100644
index 0000000000000000000000000000000000000000..99afcfa66448397b365c89d0834df4329b4ae388
--- /dev/null
+++ b/raw/sidecars/1785198326903-3.json
@@ -0,0 +1,36 @@
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diff --git a/raw/sidecars/1785198335894-4.json b/raw/sidecars/1785198335894-4.json
new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1785198335894-4.json
@@ -0,0 +1,36 @@
+{
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+}
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new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1785200311531-5.json
@@ -0,0 +1,80 @@
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diff --git a/raw/sidecars/1785200344452-6.json b/raw/sidecars/1785200344452-6.json
new file mode 100644
index 0000000000000000000000000000000000000000..7925abc0f194f6608cc9183699cd543f78988d95
--- /dev/null
+++ b/raw/sidecars/1785200344452-6.json
@@ -0,0 +1,79 @@
+{
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new file mode 100644
index 0000000000000000000000000000000000000000..3f11e548b4cab1303eeb655d1fd04abb6fc467e5
--- /dev/null
+++ b/raw/sidecars/1785200388532-7.json
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diff --git a/raw/sidecars/1785520462636-0.json b/raw/sidecars/1785520462636-0.json
new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1785520462636-0.json
@@ -0,0 +1,58 @@
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\ No newline at end of file
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new file mode 100644
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@@ -0,0 +1,57 @@
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new file mode 100644
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--- /dev/null
+++ b/raw/sidecars/1785531382365-1.json
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diff --git a/raw/sidecars/1785531467230-2.json b/raw/sidecars/1785531467230-2.json
new file mode 100644
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+++ b/raw/sidecars/1785531467230-2.json
@@ -0,0 +1,69 @@
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diff --git a/raw/sidecars/1785532928032-8.json b/raw/sidecars/1785532928032-8.json
new file mode 100644
index 0000000000000000000000000000000000000000..898d349260259a6d65b75500780e3b4ed1af96ab
--- /dev/null
+++ b/raw/sidecars/1785532928032-8.json
@@ -0,0 +1,156 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..331725533c9d30db75396d0541f951956d74f009
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new file mode 100644
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new file mode 100644
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diff --git a/raw/sidecars/1785695115507-1.json b/raw/sidecars/1785695115507-1.json
new file mode 100644
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diff --git a/raw/sidecars/1785699546420-3.json b/raw/sidecars/1785699546420-3.json
new file mode 100644
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+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785699813455-4.json b/raw/sidecars/1785699813455-4.json
new file mode 100644
index 0000000000000000000000000000000000000000..89914be67ff18c04191484475c8fb6181c15ad28
--- /dev/null
+++ b/raw/sidecars/1785699813455-4.json
@@ -0,0 +1,235 @@
+{
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+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/1785700135481-8.json b/raw/sidecars/1785700135481-8.json
new file mode 100644
index 0000000000000000000000000000000000000000..76974dbc123fd39e75c020a044a8f6e0b7998d44
--- /dev/null
+++ b/raw/sidecars/1785700135481-8.json
@@ -0,0 +1,114 @@
+{
+  "schemaVersion": 1,
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+    }
+  ],
+  "corrected": true,
+  "valuesTrusted": true
+}
\ No newline at end of file
diff --git a/raw/sidecars/c1783614145767-1.json b/raw/sidecars/c1783614145767-1.json
new file mode 100644
index 0000000000000000000000000000000000000000..8be8427ba3fd736b77621b587d60436b648574b6
--- /dev/null
+++ b/raw/sidecars/c1783614145767-1.json
@@ -0,0 +1,122 @@
+{
+  "schemaVersion": 1,
+  "id": "c1783614145767-1",
+  "createdAt": "2026-07-09T17:27:04.267460+00:00",
+  "model": "assistant-adjudicated",
+  "image": "c1783614145767-1.jpg",
+  "labels": [
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+      "confidence": 0.6,
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+    {
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+      "confidence": 0.85,
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+    },
+    {
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+      "value": 6,
+      "confidence": 0.9,
+      "box": {
+        "x": 0.01,
+        "y": 0.44,
+        "w": 0.14,
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+    },
+    {
+      "type": "d12",
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+      "confidence": 0.55,
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+    },
+    {
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+      "confidence": 0.25,
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+    },
+    {
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+      "confidence": 0.85,
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+    }
+  ],
+  "modelLabels": [
+    {
+      "type": "d20",
+      "value": 7,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.02,
+        "y": 0.03,
+        "w": 0.28,
+        "h": 0.25
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+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.03,
+        "y": 0.17,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d12",
+      "value": 6,
+      "confidence": 0.7,
+      "box": {
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+        "y": 0.35,
+        "w": 0.24,
+        "h": 0.24
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.4,
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+  ],
+  "corrected": true
+}
diff --git a/raw/sidecars/c1783614145767-1.opus.json b/raw/sidecars/c1783614145767-1.opus.json
new file mode 100644
index 0000000000000000000000000000000000000000..41ae7168ab91da624ba2f0eeef3015cd53f9d7a0
--- /dev/null
+++ b/raw/sidecars/c1783614145767-1.opus.json
@@ -0,0 +1,55 @@
+{
+  "model": "claude-sonnet-5",
+  "labels": [
+    {
+      "type": "d20",
+      "value": 7,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.02,
+        "y": 0.03,
+        "w": 0.28,
+        "h": 0.25
+      }
+    },
+    {
+      "type": "d6",
+      "value": 3,
+      "confidence": 0.8,
+      "box": {
+        "x": 0.03,
+        "y": 0.17,
+        "w": 0.2,
+        "h": 0.2
+      }
+    },
+    {
+      "type": "d12",
+      "value": 6,
+      "confidence": 0.7,
+      "box": {
+        "x": 0.19,
+        "y": 0.35,
+        "w": 0.24,
+        "h": 0.24
+      }
+    },
+    {
+      "type": "d10",
+      "value": 2,
+      "confidence": 0.75,
+      "box": {
+        "x": 0.4,
+        "y": 0.75,
+        "w": 0.24,
+        "h": 0.24
+      }
+    }
+  ],
+  "warnings": [
+    "Small blue die/token in bottom right corner is mostly occluded/cut off and cannot be identified confidently.",
+    "The pink d6 marked '9' could also be '6' depending on orientation mark, which is not clearly visible.",
+    "d12 top face value could be 6 or 9 due to ambiguous orientation.",
+    "dropped d6 with out-of-range value 9"
+  ]
+}