diff --git a/notebooks/AGIPD/CS_Characterization_unequalClockStep_NBC.ipynb b/notebooks/AGIPD/CS_Characterization_unequalClockStep_NBC.ipynb
index b5233e12d19ff3cbe4e53687a6888e5b0c201621..d8b042233f20a73a97dd71e5bd734aa1d20db375 100644
--- a/notebooks/AGIPD/CS_Characterization_unequalClockStep_NBC.ipynb
+++ b/notebooks/AGIPD/CS_Characterization_unequalClockStep_NBC.ipynb
@@ -22,18 +22,18 @@
     "\n",
     "The fitted slopes and intercepts are sanitised in the next steps; problematic fits and pixels are marked as bad and median values are used to replace these values.\n",
     "\n",
-    "Constants are saved wit the following notation:    \n",
+    "Constants are saved with the following notation:    \n",
     "- Slopes:\n",
-    "    - mH: high gain slope\n",
-    "    - mM: medium gain slope\n",
-    "    - mL: low gain slope\n",
+    "    - mH: high gain slope (0)\n",
+    "    - mM: medium gain slope (1)\n",
+    "    - mL: low gain slope (2)\n",
     "- Intercepts:\n",
-    "    - bH: high gain intercept\n",
-    "    - bM: medium gain intercept\n",
-    "    - bL: low gain intercept\n",
+    "    - bH: high gain intercept (3)\n",
+    "    - bM: medium gain intercept (4)\n",
+    "    - bL: low gain intercept (5)\n",
     "- Ratios:\n",
-    "    - H-M: ratio of high gain and medium gain slope\n",
-    "    - M-L: ratio of medium gain and low gain slope"
+    "    - H-M: ratio of high gain and medium gain slope (6)\n",
+    "    - M-L: ratio of medium gain and low gain slope (7)"
    ]
   },
   {
diff --git a/notebooks/AGIPD/CS_Characterization_unequalClockStep_Summary.ipynb b/notebooks/AGIPD/CS_Characterization_unequalClockStep_Summary.ipynb
index f9baf7f6d01fcfec73bd19e7129bca45476a14ed..12cc966ba42421d540bf970982a0bfa116f6b537 100644
--- a/notebooks/AGIPD/CS_Characterization_unequalClockStep_Summary.ipynb
+++ b/notebooks/AGIPD/CS_Characterization_unequalClockStep_Summary.ipynb
@@ -165,16 +165,16 @@
    "outputs": [],
    "source": [
     "# Sanitised constants keys:\n",
-    "# mH: high gain slope\n",
-    "# mM: medium gain slope\n",
-    "# mL: low gain slope\n",
+    "# mH: high gain slope (0)\n",
+    "# mM: medium gain slope (1)\n",
+    "# mL: low gain slope (2)\n",
     "#\n",
-    "# bH: high gain intercept\n",
-    "# bM: medium gain intercept\n",
-    "# bL: low gain intercept\n",
+    "# bH: high gain intercept (3)\n",
+    "# bM: medium gain intercept (4)\n",
+    "# bL: low gain intercept (5)\n",
     "# \n",
-    "# H-M: ratio of high gain and medium gain slope\n",
-    "# M-L: ratio of medium gain and low gain slope\n",
+    "# H-M: ratio of high gain and medium gain slope (6)\n",
+    "# M-L: ratio of medium gain and low gain slope (7)\n",
     "\n",
     "# Consts saved to DB as (8,mem_cells,128,512) \n",
     "# order: ['mH', 'mM', 'mL', 'bH', 'bM', 'bL']\n",
@@ -247,6 +247,7 @@
     "    arr = np.zeros((8,mem_cells,128,512), np.float32)\n",
     "    for i, key in enumerate(d):\n",
     "        arr[i,...] = d[key]\n",
+    "    arr = np.transpose(arr, (2, 3, 1, 0))\n",
     "        \n",
     "    return arr"
    ]