update references notebook

docs/notebooks/dr3-unresolved-binaries.ipynb

@@ -7,7 +7,7 @@
    "source": [
     "# Gaia DR3 detectability of unresolved binary systems\n",
     "\n",
-    "updated 27 Mar. 2024"
+    "updated 23 Apr. 2024"
    ]
   },
   {
@@ -19,7 +19,7 @@
     "\n",
     "We also present a forward model to simulate a RUWE value for well-behaved single sources or binary systems, based on the astrimetric goodness-of-fit. We present a sky-varying map of maximum RUWE values compatible with single sources, where sources with larger RUWE can be considered potential binary systems.\n",
     "\n",
-    "This work is currently based on precomputed maps at a resolution of HEALPix level 5. However, the procedure described here, further developed in [Castro-Ginard et al. (2024)](https://ui.adsabs.harvard.edu/abs/2023A%26A...677A..37C/abstract), is applicable to any resolution (Gaia scanning law details from GOST are required)."
+    "This work is currently based on precomputed maps at a resolution of HEALPix level 5. However, the procedure described here, further developed in [Castro-Ginard et al. (2024)](https://arxiv.org/abs/2404.14127), is applicable to any resolution (Gaia scanning law details from GOST are required)."
    ]
   },
   {
@@ -35,7 +35,7 @@
    "id": "da665ba9",
    "metadata": {},
    "source": [
-    "One of the main results in [Castro-Ginard et al. (2024)](https://ui.adsabs.harvard.edu/abs/2023A%26A...677A..37C/abstract) is Fig. 3, which shows a sky-varying RUWE thresdhold above which soucers show potential signs of binarity. \n",
+    "One of the main results in [Castro-Ginard et al. (2024)](https://arxiv.org/abs/2404.14127) is Fig. 3, which shows a sky-varying RUWE thresdhold above which soucers show potential signs of binarity. \n",
     "\n",
     "To reproduce the plot, and access these RUWE values, we need to import the relevant module from the GaiaUnlimited package and create the selection function object. "
    ]
@@ -130,19 +130,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "id": "add7cf25",
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "SyntaxError",
-     "evalue": "unexpected EOF while parsing (915200205.py, line 2)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  Input \u001b[0;32mIn [1]\u001b[0;36m\u001b[0m\n\u001b[0;31m    print(\"Number of CCD observations: {}\".format(len(observation_times))\u001b[0m\n\u001b[0m                                                                         ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m unexpected EOF while parsing\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "observation_times, scanning_angles, AL_parallax_factors = binariesSF.query_ScanningLaw(coords_of_centres)\n",
     "\n",
@@ -213,9 +204,7 @@
    "cell_type": "code",
    "execution_count": null,
    "id": "db85e3ca",
-   "metadata": {
-    "collapsed": true
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "ra = \n",