diff --git a/mini_book/model_skill.ipynb b/mini_book/model_skill.ipynb
index 2a4e17d..7c53c1c 100644
--- a/mini_book/model_skill.ipynb
+++ b/mini_book/model_skill.ipynb
@@ -117,7 +117,7 @@
     "\n",
     "**Unbiased Root Mean Square Error** (urmse) is the unbiased version of Root Mean Square Error. Since the bias is removed, it only captures the random error.\n",
     "\n",
-    "For a complete list of possible metrics, see the [Metrics section in the FMSkill docs](https://dhi.github.io/fmskill/api.html#metrics).\n",
+    "For a complete list of possible metrics, see the [Metrics section in the ModelSkill docs](https://dhi.github.io/modelskill/api/metrics/).\n",
     "\n"
    ]
   },
@@ -329,7 +329,7 @@
     }
    ],
    "source": [
-    "c.plot.scatter(binsize=0.5, \n",
+    "cmp.plot.scatter(binsize=0.5, \n",
     "          show_points=False,\n",
     "          xlim=[0,6], ylim=[0,6],\n",
     "          title=\"A calibrated model!\");"