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    "## Chapter 14: Credit Allocation\n",
    "\n",
    "Note: Here we use the APS dataset with the author disambiguation used in Sinatra et al (2016)."
   ]
  },
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   "execution_count": null,
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   "source": [
    "# headers\n",
    "import pyscisci.all as pyscisci\n",
    "\n",
    "import numpy as np\n",
    "import scipy.stats as spstats\n",
    "\n",
    "import matplotlib.pylab as plt\n",
    "%matplotlib inline\n",
    "\n",
    "\n",
    "\n",
    "# some useful functions and definitions\n",
    "red_color = '#f27c96'\n",
    "lightblue_color = '#7cd0ea'\n",
    "darkblue_color = '#154959'\n",
    "green_color = '#93d0aa'"
   ]
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  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Experimental observation of isolated large transverse energy electrons\n",
    "# with associated missing energy at $\\sqrt s$ = 540 GeV\n",
    "fig14_1_focus_publicationid = 1674199955\n",
    "\n",
    "# A novel stereospecific alkenyl-alkenyl cross-coupling by a palladium- or nickel-catalyzed \n",
    "# reaction of alkenylalanes with alkenyl halides \n",
    "fig14_2b_publicationid = 2047184383\n",
    "\n",
    "# Electric Field Effect in Atomically Thin Carbon Films  \n",
    "fig14_2c_publicationid = 2058122340"
   ]
  }
 ],
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