End of training

all_results.json

@@ -0,0 +1,22 @@
+{
+    "epoch": 5.0,
+    "eval_HasAns_exact": 66.31241565452092,
+    "eval_HasAns_f1": 73.4901016259293,
+    "eval_HasAns_total": 5928,
+    "eval_NoAns_exact": 72.04373423044575,
+    "eval_NoAns_f1": 72.04373423044575,
+    "eval_NoAns_total": 5945,
+    "eval_best_exact": 69.18217805104018,
+    "eval_best_exact_thresh": 0.0,
+    "eval_best_f1": 72.76588245923614,
+    "eval_best_f1_thresh": 0.0,
+    "eval_exact": 69.18217805104018,
+    "eval_f1": 72.76588245923611,
+    "eval_samples": 12204,
+    "eval_total": 11873,
+    "train_loss": 0.8785118254506847,
+    "train_runtime": 11833.1715,
+    "train_samples": 132115,
+    "train_samples_per_second": 55.824,
+    "train_steps_per_second": 0.873
+}

eval_nbest_predictions.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:687c33709ea03190601030c1d6e1fae3ba9b2128a647fc108ac08c3185ceaae7
-size 56356289
+oid sha256:a31ce5208ad27e557cdb2dda7739d4d17261f326edd2a186d424321e46d253f1
+size 56325112

eval_predictions.json

@@ -9,7 +9,7 @@
     "5ad39d53604f3c001a3fe8d3": "West Francia",
     "5ad39d53604f3c001a3fe8d4": "",
     "56dddf4066d3e219004dad5f": "William the Conqueror",
-    "56dddf4066d3e219004dad60": "Richard I of Normandy",
+    "56dddf4066d3e219004dad60": "Richard I",
     "56dddf4066d3e219004dad61": "Christian",
     "5ad3a266604f3c001a3fea27": "political, cultural and military",
     "5ad3a266604f3c001a3fea28": "",
@@ -77,7 +77,7 @@
     "5ad3ee2d604f3c001a3ff7e3": "Robert",
     "56de1563cffd8e1900b4b5c2": "1185",
     "56de1563cffd8e1900b4b5c3": "Dyrrachium",
-    "56de1563cffd8e1900b4b5c4": "Adriatic",
+    "56de1563cffd8e1900b4b5c4": "naval bases of the Adriatic",
     "5ad3f028604f3c001a3ff823": "",
     "5ad3f028604f3c001a3ff824": "high Byzantine officials",
     "5ad3f028604f3c001a3ff825": "",
@@ -390,8 +390,8 @@
     "5ad54d625b96ef001a10ac66": "",
     "5ad54d625b96ef001a10ac67": "",
     "5ad54d625b96ef001a10ac68": "",
-    "56e1bc3ae3433e1400423104": "most efficient algorithm solving a given problem",
-    "56e1bc3ae3433e1400423105": "analysis of algorithms",
+    "56e1bc3ae3433e1400423104": "the most efficient algorithm solving a given problem",
+    "56e1bc3ae3433e1400423105": "algorithms",
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@@ -430,7 +430,7 @@
     "56e1c3e1e3433e140042314a": "important complexity classes",
     "5ad55fe75b96ef001a10ad0c": "",
     "5ad55fe75b96ef001a10ad0d": "time or space",
-    "5ad55fe75b96ef001a10ad0e": "",
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     "56e1c4fce3433e140042314e": "BPP, ZPP and RP",
     "56e1c4fce3433e140042314f": "Boolean",
@@ -471,7 +471,7 @@
     "5ad5632f5b96ef001a10ad70": "",
     "56e1cbe2cd28a01900c67bac": "polynomial-time reduction",
     "56e1cbe2cd28a01900c67bad": "an algorithm for multiplying two integers",
-    "56e1cbe2cd28a01900c67bae": "",
+    "56e1cbe2cd28a01900c67bae": "an algorithm for multiplying two integers can be used to square an integer",
     "56e1cbe2cd28a01900c67baf": "",
     "56e1cbe2cd28a01900c67bb0": "multiplication",
     "5ad5648b5b96ef001a10ad94": "",
@@ -550,7 +550,7 @@
     "5ad56bcd5b96ef001a10ae66": "",
     "56e1efa0e3433e140042321a": "co-NP",
     "56e1efa0e3433e140042321b": "reversed",
-    "56e1efa0e3433e140042321c": "",
+    "56e1efa0e3433e140042321c": "NP is not equal to co-NP",
     "56e1efa0e3433e140042321d": "if these two complexity classes are not equal then P is not equal to NP",
     "5ad56c6b5b96ef001a10ae6c": "",
     "5ad56c6b5b96ef001a10ae6d": "",
@@ -651,8 +651,8 @@
     "5ad01a6277cf76001a686a0e": "",
     "5ad01a6277cf76001a686a0f": "",
     "5705e4fe75f01819005e7704": "",
-    "5705e4fe75f01819005e7705": "Colorado Desert",
-    "5705e4fe75f01819005e7706": "Mojave Desert",
+    "5705e4fe75f01819005e7705": "Colorado",
+    "5705e4fe75f01819005e7706": "Mojave",
     "5705e4fe75f01819005e7707": "Mexico\u2013United States border",
     "5ad01c8877cf76001a686a64": "",
     "5ad01c8877cf76001a686a65": "",
@@ -695,7 +695,7 @@
     "5ad0220a77cf76001a686b2e": "",
     "5705eccb52bb8914006896b8": "Palm Springs",
     "5705eccb52bb8914006896b9": "popular beaches",
-    "5705eccb52bb8914006896ba": "desert city",
+    "5705eccb52bb8914006896ba": "southern California coast for its popular beaches, and the desert city",
     "5705eccb52bb8914006896bb": "nearby open spaces",
     "5ad0228a77cf76001a686b58": "locals and tourists",
     "5ad0228a77cf76001a686b59": "beaches",
@@ -779,7 +779,7 @@
     "5ad0394877cf76001a686e56": "",
     "5ad0394877cf76001a686e57": "",
     "5ad0394877cf76001a686e58": "",
-    "5ad0394877cf76001a686e59": "Southern California",
+    "5ad0394877cf76001a686e59": "",
     "5705fec152bb89140068977a": "10,000",
     "5705fec152bb89140068977b": "10,000",
     "5705fec152bb89140068977c": "6.7",
@@ -1005,7 +1005,7 @@
     "570953a7efce8f15003a7e02": "HD channels",
     "5a2c3efbbfd06b001a5aea93": "2007",
     "5a2c3efbbfd06b001a5aea94": "",
-    "5a2c3efbbfd06b001a5aea95": "Video On Demand content",
+    "5a2c3efbbfd06b001a5aea95": "Video",
     "5a2c3efbbfd06b001a5aea96": "",
     "5a2c3efbbfd06b001a5aea97": "",
     "570960cf200fba1400367f01": "July 2013",
@@ -1094,7 +1094,7 @@
     "5a2c36c4bfd06b001a5aea69": "free",
     "5a2c36c4bfd06b001a5aea6a": "",
     "5a2c36c4bfd06b001a5aea6b": "",
-    "57096e1ced30961900e84102": "",
+    "57096e1ced30961900e84102": "1991",
     "57096e1ced30961900e84103": "ITV",
     "57096e1ced30961900e84104": "",
     "57096e1ced30961900e84105": "The BBC",
@@ -1140,7 +1140,7 @@
     "5a2c116ebfd06b001a5ae9c3": "",
     "5a2c116ebfd06b001a5ae9c4": "",
     "57097c8fed30961900e841f2": "Welfare Cash Card",
-    "57097c8fed30961900e841f3": "essentials",
+    "57097c8fed30961900e841f3": "only \"essentials",
     "57097c8fed30961900e841f4": "",
     "57097c8fed30961900e841f5": "claimants' \"Sky TV bills to establish if a woman in receipt of benefits as a single mother is wrongly claiming to be living alone\"",
     "57097c8fed30961900e841f6": "",
@@ -1150,7 +1150,7 @@
     "5a2c1397bfd06b001a5ae9cc": "",
     "5a2c1397bfd06b001a5ae9cd": "",
     "57097d63ed30961900e841fc": "\u00a330m",
-    "57097d63ed30961900e841fd": "Currently there is no indication",
+    "57097d63ed30961900e841fd": "no indication",
     "57097d63ed30961900e841fe": "Virgin Media",
     "57097d63ed30961900e841ff": "BSkyB",
     "57097d63ed30961900e84200": "carriage of their respective basic channels",
@@ -1269,7 +1269,7 @@
     "5a638a2468151a001a92234d": "Roman Catholic Church",
     "5a638a2468151a001a92234e": "",
     "570d3468b3d812140066d543": "",
-    "570d3468b3d812140066d544": "",
+    "570d3468b3d812140066d544": "October 2016",
     "570d3468b3d812140066d545": "",
     "570d3468b3d812140066d546": "October 2016",
     "570d3468b3d812140066d547": "Ford",
@@ -1610,8 +1610,8 @@
     "5ad25963d7d075001a428e0e": "",
     "5ad25963d7d075001a428e0f": "",
     "5710968aa58dae1900cd6a86": "Afrikaans",
-    "5710968aa58dae1900cd6a87": "wine industry",
-    "5710968aa58dae1900cd6a88": "",
+    "5710968aa58dae1900cd6a87": "wine",
+    "5710968aa58dae1900cd6a88": "Western Cape province",
     "5710968aa58dae1900cd6a89": "Huguenot",
     "5ad25c69d7d075001a428ea4": "Huguenots",
     "5ad25c69d7d075001a428ea5": "Huguenots",
@@ -1685,8 +1685,8 @@
     "5ad26278d7d075001a4290af": "",
     "5ad26278d7d075001a4290b0": "",
     "5710ed7bb654c5140001fa2b": "1568\u20131609",
-    "5710ed7bb654c5140001fa2c": "Spain",
-    "5710ed7bb654c5140001fa2d": "Apologie\" of William the Silent",
+    "5710ed7bb654c5140001fa2c": "",
+    "5710ed7bb654c5140001fa2d": "William the Silent",
     "5710ed7bb654c5140001fa2e": "William the Silent",
     "5710ed7bb654c5140001fa2f": "Calvinist",
     "5ad266f8d7d075001a429206": "",
@@ -1716,7 +1716,7 @@
     "5ad26f6ed7d075001a429426": "",
     "5710f4b8b654c5140001fa45": "Prince Louis de Cond\u00e9",
     "5710f4b8b654c5140001fa46": "Count Ludwig von Nassau-Saarbr\u00fccken",
-    "5710f4b8b654c5140001fa47": "",
+    "5710f4b8b654c5140001fa47": "glass-making",
     "5710f4b8b654c5140001fa48": "1890s",
     "5710f4b8b654c5140001fa49": "1604",
     "5ad273b5d7d075001a4294b8": "",
@@ -1800,7 +1800,7 @@
     "5ad26acad7d075001a42932b": "Dutch",
     "5ad26acad7d075001a42932c": "",
     "5ad26acad7d075001a42932d": "multi-volume",
-    "57111992b654c5140001fb43": "French Protestant Church of London",
+    "57111992b654c5140001fb43": "The French Protestant Church of London",
     "57111992b654c5140001fb44": "1550",
     "57111992b654c5140001fb45": "Soho Square",
     "57111992b654c5140001fb46": "Shoreditch",
@@ -2073,7 +2073,7 @@
     "57115ac550c2381900b54a78": "Reciprocating piston",
     "57115ac550c2381900b54a79": "turbine type steam engines",
     "57115ac550c2381900b54a7a": "internal combustion engines",
-    "5ad3c061604f3c001a3fef6f": "steam turbines",
+    "5ad3c061604f3c001a3fef6f": "",
     "5ad3c061604f3c001a3fef70": "Reciprocating piston type steam engines",
     "5ad3c061604f3c001a3fef71": "turbine type steam engines",
     "5ad3c061604f3c001a3fef72": "internal combustion engines",
@@ -2240,7 +2240,7 @@
     "5711651050c2381900b54ace": "bunker",
     "5711651050c2381900b54acf": "a chain or screw stoking mechanism",
     "5ad3d560604f3c001a3ff2c5": "",
-    "5ad3d560604f3c001a3ff2c6": "",
+    "5ad3d560604f3c001a3ff2c6": "recover the latent heat of vaporisation",
     "5ad3d560604f3c001a3ff2c7": "superheaters",
     "5ad3d560604f3c001a3ff2c8": "",
     "5ad3d560604f3c001a3ff2c9": "a chain or screw stoking mechanism",
@@ -2350,7 +2350,7 @@
     "571cebc05efbb31900334e4b": "chemical energy",
     "571cebc05efbb31900334e4c": "peroxides, chlorates, nitrates, perchlorates, and dichromates",
     "5ad2678ad7d075001a42922c": "combustion",
-    "5ad2678ad7d075001a42922d": "fuel",
+    "5ad2678ad7d075001a42922d": "the fuel",
     "5ad2678ad7d075001a42922e": "",
     "5ad2678ad7d075001a42922f": "oxidant",
     "5ad2678ad7d075001a429230": "",
@@ -2373,7 +2373,7 @@
     "571ce7f25efbb31900334e41": "mantle",
     "571ce7f25efbb31900334e42": "oxygen compounds, in particular various complex silicates",
     "5ad26235d7d075001a429080": "",
-    "5ad26235d7d075001a429081": "",
+    "5ad26235d7d075001a429081": "oxides of silicon",
     "5ad26235d7d075001a429082": "",
     "5ad26235d7d075001a429083": "",
     "571c7d55dd7acb1400e4c0c4": "monatomic",
@@ -2390,7 +2390,7 @@
     "571c8198dd7acb1400e4c0cf": "",
     "571c8198dd7acb1400e4c0d0": "",
     "571c8198dd7acb1400e4c0d1": "metals",
-    "571c8198dd7acb1400e4c0d2": "",
+    "571c8198dd7acb1400e4c0d2": "burns",
     "5ad22b87d7d075001a428600": "",
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@@ -2422,7 +2422,7 @@
     "5ad24369d7d075001a4289eb": "",
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-    "571c8eb9dd7acb1400e4c0f6": "",
+    "571c8eb9dd7acb1400e4c0f6": "air is a mixture of two gases",
     "571c8eb9dd7acb1400e4c0f7": "weight",
     "571c8eb9dd7acb1400e4c0f8": "",
     "571c8eb9dd7acb1400e4c0f9": "1777",
@@ -2511,7 +2511,7 @@
     "5ad254a5d7d075001a428d24": "",
     "5ad254a5d7d075001a428d25": "",
     "5ad254a5d7d075001a428d26": "",
-    "5ad254a5d7d075001a428d27": "",
+    "5ad254a5d7d075001a428d27": "lower temperatures",
     "571cbe35dd7acb1400e4c13c": "687 and 760 nm",
     "571cbe35dd7acb1400e4c13d": "plant health status from a satellite platform",
     "571cbe35dd7acb1400e4c13e": "vegetation canopies",
@@ -2548,7 +2548,7 @@
     "5ad24eb1d7d075001a428c64": "",
     "5ad24eb1d7d075001a428c65": "absorption",
     "571cc8815efbb31900334dee": "world's water bodies",
-    "571cc8815efbb31900334def": "",
+    "571cc8815efbb31900334def": "lower temperatures",
     "571cc8815efbb31900334df0": "",
     "571cc8815efbb31900334df1": "biochemical oxygen demand",
     "571cc8815efbb31900334df2": "algae",
@@ -2577,7 +2577,7 @@
     "571ccd9b5efbb31900334df8": "pressure swing adsorption",
     "571ccd9b5efbb31900334df9": "",
     "571ccd9b5efbb31900334dfa": "",
-    "571ccd9b5efbb31900334dfb": "",
+    "571ccd9b5efbb31900334dfb": "cryogenic",
     "571ccd9b5efbb31900334dfc": "90% to 93% O\n2",
     "5ad25bf3d7d075001a428e94": "zeolite",
     "5ad25bf3d7d075001a428e95": "a continuous supply of gaseous oxygen to be pumped through a pipeline",
@@ -2585,7 +2585,7 @@
     "571ccfbadd7acb1400e4c164": "water",
     "571ccfbadd7acb1400e4c165": "Oxygen gas",
     "571ccfbadd7acb1400e4c166": "",
-    "571ccfbadd7acb1400e4c167": "O\n2 evolution from oxides and oxoacids",
+    "571ccfbadd7acb1400e4c167": "oxides and oxoacids",
     "571ccfbadd7acb1400e4c168": "Chemical",
     "5ad25d05d7d075001a428ed0": "Oxygen gas",
     "5ad25d05d7d075001a428ed1": "",
@@ -2643,7 +2643,7 @@
     "5ad25dd3d7d075001a428f01": "reasons of economy",
     "5ad25dd3d7d075001a428f02": "",
     "5ad25dd3d7d075001a428f03": "",
-    "571cdcb85efbb31900334e0c": "organic solvents",
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     "571cdcb85efbb31900334e0d": "",
     "571cdcb85efbb31900334e0e": "feeder materials",
     "571cdcb85efbb31900334e0f": "",
@@ -2651,7 +2651,7 @@
     "5ad262e2d7d075001a4290ca": "acetone, methanol",
     "5ad262e2d7d075001a4290cb": "glycerol, formaldehyde, glutaraldehyde, citric acid, acetic anhydride, and acetamide",
     "5ad262e2d7d075001a4290cc": "",
-    "5ad262e2d7d075001a4290cd": "",
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     "571cde695efbb31900334e16": "",
     "571cde695efbb31900334e17": "Only a few common complex biomolecules",
@@ -2702,13 +2702,13 @@
     "5a75028897ca42001a521daf": "October",
     "5a75028897ca42001a521db0": "Arab members of OPEC plus Egypt and Syria",
     "5a75028897ca42001a521db1": "first oil shock",
-    "5a75028897ca42001a521db2": "oil embargo",
+    "5a75028897ca42001a521db2": "proclaimed an oil embargo",
     "5a75028897ca42001a521db3": "oil embargo",
     "5725b5a689a1e219009abd28": "avoid being targeted by the boycott",
     "5725b5a689a1e219009abd29": "",
     "5725b5a689a1e219009abd2a": "January 18, 1974",
     "5725b5a689a1e219009abd2b": "March 1974",
-    "5a38aa28a4b263001a8c187f": "Arab oil producers linked any future policy changes to peace between the belligerents",
+    "5a38aa28a4b263001a8c187f": "",
     "5a38aa28a4b263001a8c1880": "disassociate themselves from United States foreign policy in the Middle East",
     "5a38aa28a4b263001a8c1881": "any future policy changes to peace between the belligerents",
     "5a38aa28a4b263001a8c1882": "",
@@ -2730,7 +2730,7 @@
     "5a38ab9fa4b263001a8c188d": "",
     "5a75054b97ca42001a521dcd": "Gold Exchange Standard",
     "5a75054b97ca42001a521dce": "Gold Exchange Standard",
-    "5a75054b97ca42001a521dcf": "float\"",
+    "5a75054b97ca42001a521dcf": "the value of the dollar had been pegged to the price of gold",
     "5a75054b97ca42001a521dd0": "rise and fall according to market demand",
     "5a75054b97ca42001a521dd1": "September 1971",
     "5725b92e38643c19005acbd3": "less than two percent per year",
@@ -2748,7 +2748,7 @@
     "5a7505e497ca42001a521de4": "",
     "5725bad5271a42140099d0bd": "October 6, 1973",
     "5725bad5271a42140099d0be": "Iran",
-    "5725bad5271a42140099d0bf": "ten times",
+    "5725bad5271a42140099d0bf": "ten",
     "5725bad5271a42140099d0c0": "Iran",
     "5725bad5271a42140099d0c1": "going to rise",
     "5a38b07ca4b263001a8c189d": "launched a surprise attack on Israel",
@@ -2875,7 +2875,7 @@
     "57265360dd62a815002e819c": "encourage it to change its noninvolvement policy",
     "57265360dd62a815002e819d": "November 22",
     "57265360dd62a815002e819e": "December 25",
-    "5a38c6bca4b263001a8c1915": "Japan",
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     "5a38c6bca4b263001a8c1916": "",
     "5a38c6bca4b263001a8c1917": "threatening to reconsider its policy toward Israel",
     "5a38c6bca4b263001a8c1918": "",
@@ -2962,7 +2962,7 @@
     "5ad108f9645df0001a2d0a77": "",
     "5ad108f9645df0001a2d0a78": "",
     "5725bbec271a42140099d0d1": "courts of member states and the Court of Justice of the European Union",
-    "5725bbec271a42140099d0d2": "",
+    "5725bbec271a42140099d0d2": "courts of member states and the Court of Justice of the European Union",
     "5725bbec271a42140099d0d4": "The European Court of Justice",
     "5725bbec271a42140099d0d5": "international law and general principles of European Union law",
     "5725c3a9ec44d21400f3d503": "courts of member states and the Court of Justice of the European Union",
@@ -3013,7 +3013,7 @@
     "57268e2bf1498d1400e8e3b3": "",
     "57268e2bf1498d1400e8e3b4": "1985",
     "5ad11097645df0001a2d0be0": "",
-    "5ad11097645df0001a2d0be1": "",
+    "5ad11097645df0001a2d0be1": "Treaty of Rome 1957 and the Maastricht Treaty 1992",
     "5ad11097645df0001a2d0be2": "",
     "5ad11097645df0001a2d0be3": "",
     "5ad11097645df0001a2d0be4": "1972",
@@ -3204,7 +3204,7 @@
     "5ad14966645df0001a2d1580": "None",
     "5ad14966645df0001a2d1581": "member states",
     "5ad14966645df0001a2d1582": "1950",
-    "5ad14966645df0001a2d1583": "",
+    "5ad14966645df0001a2d1583": "European Union",
     "5ad14966645df0001a2d1584": "",
     "5726a34bf1498d1400e8e59e": "",
     "5726a34bf1498d1400e8e59f": "Charter of Fundamental Rights of the European Union",
@@ -3452,7 +3452,7 @@
     "5728455bff5b5019007da079": "182 million tons",
     "5728455bff5b5019007da07a": "",
     "5728455bff5b5019007da07b": "132 million tons",
-    "5728455bff5b5019007da07c": "",
+    "5728455bff5b5019007da07c": "43 million tons",
     "5729ea263f37b319004785bd": "CALIPSO",
     "5729ea263f37b319004785be": "NASA",
     "5729ea263f37b319004785bf": "",
@@ -3539,7 +3539,7 @@
     "5a0c7edcf5590b0018dab43a": "",
     "5a0c7edcf5590b0018dab43b": "",
     "5a0c7edcf5590b0018dab43c": "90,790 tonnes",
-    "5a0c7edcf5590b0018dab43d": "plants of economic and social interest",
+    "5a0c7edcf5590b0018dab43d": "",
     "5a0c7edcf5590b0018dab43e": "",
     "5729f3831d0469140077967b": "electric eels",
     "5729f3831d0469140077967c": "black caiman",
@@ -3566,7 +3566,7 @@
     "5729feaf6aef05140015518a": "livestock pasture",
     "5729feaf6aef05140015518b": "second-largest",
     "5729feaf6aef05140015518c": "91%",
-    "5a0c817df5590b0018dab458": "1991 and 2000",
+    "5a0c817df5590b0018dab458": "",
     "5a0c817df5590b0018dab459": "",
     "5a0c817df5590b0018dab45a": "",
     "5a0c817df5590b0018dab45b": "",
@@ -3644,7 +3644,7 @@
     "572a0bebaf94a219006aa771": "three",
     "572a0bebaf94a219006aa772": "2005",
     "572a0bebaf94a219006aa773": "1.5 gigatons",
-    "5a0c99fcf5590b0018dab4a4": "",
+    "5a0c99fcf5590b0018dab4a4": "2010",
     "5a0c99fcf5590b0018dab4a5": "1.5 gigatons",
     "5a0c99fcf5590b0018dab4a6": "",
     "5a0c99fcf5590b0018dab4a7": "",
@@ -3806,7 +3806,7 @@
     "57265746dd62a815002e8219": "slender tentacles",
     "57265746dd62a815002e821a": "nearly spherical and other times more cylindrical or egg-shaped",
     "57265746dd62a815002e821b": "",
-    "57265746dd62a815002e821c": "narrow end",
+    "57265746dd62a815002e821c": "at the narrow end",
     "5a8373a7e60761001a2eb72f": "",
     "5a8373a7e60761001a2eb730": "narrow end",
     "5a8373a7e60761001a2eb731": "",
@@ -3816,7 +3816,7 @@
     "572658daf1498d1400e8dcad": "specialized mushroom-shaped cells in the outer layer of the epidermis",
     "572658daf1498d1400e8dcae": "they contain striated muscle, a cell type otherwise unknown in the phylum Ctenophora",
     "572658daf1498d1400e8dcaf": "three",
-    "572658daf1498d1400e8dcb0": "",
+    "572658daf1498d1400e8dcb0": "capturing prey",
     "5a837549e60761001a2eb739": "",
     "5a837549e60761001a2eb73a": "",
     "5a837549e60761001a2eb73b": "three",
@@ -3866,7 +3866,7 @@
     "57265e97708984140094c3c6": "Cestum veneris",
     "57265e97708984140094c3c7": "Velamen parallelum",
     "5a838a2ee60761001a2eb793": "",
-    "5a838a2ee60761001a2eb794": "comb-rows",
+    "5a838a2ee60761001a2eb794": "a pair of comb-rows",
     "5a838a2ee60761001a2eb795": "",
     "5a838a2ee60761001a2eb796": "",
     "5a838a2ee60761001a2eb797": "",
@@ -3948,7 +3948,7 @@
     "5a839ccfe60761001a2eb821": "",
     "5a839ccfe60761001a2eb822": "",
     "5a839ccfe60761001a2eb823": "",
-    "57268f05dd62a815002e8990": "",
+    "57268f05dd62a815002e8990": "515 million years ago",
     "57268f05dd62a815002e8991": "",
     "57268f05dd62a815002e8992": "Stromatoveris",
     "57268f05dd62a815002e8993": "",
@@ -3985,7 +3985,7 @@
     "5a7b054521c2de001afe9cd1": "",
     "5a7b054521c2de001afe9cd2": "Sacramento",
     "5725cfd0271a42140099d225": "1872",
-    "5725cfd0271a42140099d226": "flooding",
+    "5725cfd0271a42140099d226": "worried about flooding",
     "5725cfd0271a42140099d227": "1885",
     "5725cfd0271a42140099d228": "47",
     "5725cfd0271a42140099d229": "Central Pacific Railroad",
@@ -4035,7 +4035,7 @@
     "5a7b086921c2de001afe9d03": "several miles",
     "5a7b086921c2de001afe9d04": "",
     "5725d7e438643c19005acdf9": "1880s and World War II",
-    "5725d7e438643c19005acdfa": "Fresno County Courthouse",
+    "5725d7e438643c19005acdfa": "the Fresno Carnegie Public Library",
     "5725d7e438643c19005acdfb": "San Joaquin Light & Power Building",
     "5725d7e438643c19005acdfc": "Hughes",
     "5a7b093b21c2de001afe9d0a": "Between the 1880s and World War II",
@@ -4109,7 +4109,7 @@
     "5a7b12a421c2de001afe9d4e": "",
     "5a7b12a421c2de001afe9d4f": "",
     "5a7b12a421c2de001afe9d50": "",
-    "5a7b12a421c2de001afe9d51": "the Fresno Traction Company",
+    "5a7b12a421c2de001afe9d51": "the Fresno Traction Company right-of-way",
     "5a7b12a421c2de001afe9d52": "",
     "5725edfe38643c19005ace9f": "Southwest Fresno",
     "5725edfe38643c19005acea0": "southwest",
@@ -4122,7 +4122,7 @@
     "5a7b325021c2de001afe9dab": "Mexican-American and Asian-American",
     "5a7b325021c2de001afe9dac": "culturally diverse",
     "5725f00938643c19005aced7": "M. Theo Kearney",
-    "5725f00938643c19005aced8": "palm trees",
+    "5725f00938643c19005aced8": "tall palm trees",
     "5725f00938643c19005aced9": "Fresno Street and Thorne Ave",
     "5725f00938643c19005aceda": "Brookhaven",
     "5725f00938643c19005acedb": "",
@@ -4137,7 +4137,7 @@
     "5725f190ec44d21400f3d772": "the West Side",
     "5725f190ec44d21400f3d773": "very little",
     "5a7b33b821c2de001afe9dbc": "Fresno Housing Authority",
-    "5a7b33b821c2de001afe9dbd": "western edge",
+    "5a7b33b821c2de001afe9dbd": "",
     "5a7b33b821c2de001afe9dbe": "Fresno Street",
     "5a7b33b821c2de001afe9dbf": "stench",
     "5a7b33b821c2de001afe9dc0": "late 1990s",
@@ -4254,7 +4254,7 @@
     "5725d34089a1e219009abf52": "the theretofore established principles of pre-allocation of network bandwidth",
     "5725d34089a1e219009abf53": "coining the modern name packet switching and inspiring numerous packet switching networks in Europe",
     "572632ceec44d21400f3dc2f": "Distributed Adaptive Message Block Switching",
-    "572632ceec44d21400f3dc30": "provide a fault-tolerant, efficient routing method for telecommunication messages",
+    "572632ceec44d21400f3dc30": "to provide a fault-tolerant, efficient routing method for telecommunication messages",
     "572632ceec44d21400f3dc31": "Donald Davies",
     "5a5504e1134fea001a0e17f8": "Distributed Adaptive Message Block Switching",
     "5a5504e1134fea001a0e17f9": "a fault-tolerant, efficient routing method for telecommunication messages",
@@ -4350,7 +4350,7 @@
     "5a6059ace9e1cc001a33cd38": "",
     "5a667dae846392001a1e1c53": "",
     "5a667dae846392001a1e1c54": "by store and forward switching",
-    "5a667dae846392001a1e1c55": "a general architecture for a large-scale, distributed, survivable communications network",
+    "5a667dae846392001a1e1c55": "",
     "5a667dae846392001a1e1c56": "distributed adaptive message block switching",
     "5a667dae846392001a1e1c57": "decentralized network with multiple paths between any two points",
     "572629c6271a42140099d6a3": "message routing methodology",
@@ -4413,8 +4413,8 @@
     "57263b1638643c19005ad334": "connection-oriented operations",
     "57263b1638643c19005ad335": "Internet Protocol",
     "57263b1638643c19005ad336": "to run IP over ATM or a version of MPLS",
-    "5a550e6f134fea001a0e187e": "to interconnect LANs across wide area networks",
-    "5a550e6f134fea001a0e187f": "",
+    "5a550e6f134fea001a0e187e": "connection-oriented operations",
+    "5a550e6f134fea001a0e187f": "the data link layer",
     "5a550e6f134fea001a0e1880": "",
     "5a550e6f134fea001a0e1881": "The X.25 UNI protocol is part of the X.25 protocol suite, which consists of the lower three layers of the OSI Model",
     "5a550e6f134fea001a0e1882": "UNI",
@@ -4429,7 +4429,7 @@
     "57263c78ec44d21400f3dc7e": "The X.25 protocol suite",
     "5a550f98134fea001a0e189c": "",
     "5a550f98134fea001a0e189d": "",
-    "5a550f98134fea001a0e189e": "",
+    "5a550f98134fea001a0e189e": "host interface",
     "5a550f98134fea001a0e189f": "",
     "5a550f98134fea001a0e18a0": "the division of functions and tasks between the hosts at the edge of the network and the network core",
     "5a6688fcf038b7001ab0bf6c": "",
@@ -4444,7 +4444,7 @@
     "5a55106f134fea001a0e18af": "",
     "5a55106f134fea001a0e18b0": "",
     "5a55106f134fea001a0e18b1": "",
-    "5a55106f134fea001a0e18b2": "without the requirement for a centralized router or server",
+    "5a55106f134fea001a0e18b2": "AppleTalk included features that allowed local area networks to be established ad hoc without the requirement for a centralized router or server",
     "5a668b1df038b7001ab0bf88": "",
     "5a668b1df038b7001ab0bf89": "",
     "5a668b1df038b7001ab0bf8a": "plug-n-play system",
@@ -4747,7 +4747,7 @@
     "5a2ecbe9a83784001a7d2497": "",
     "5a2ecbe9a83784001a7d2498": "",
     "5726509bdd62a815002e815a": "J. F. D. Shrewsbury",
-    "5726509bdd62a815002e815b": "",
+    "5726509bdd62a815002e815b": "the reported rates of mortality in rural areas during the 14th-century pandemic were inconsistent with the modern bubonic plague",
     "5726509bdd62a815002e815c": "contemporary accounts were exaggerations",
     "5726509bdd62a815002e815d": "",
     "5726509bdd62a815002e815e": "",
@@ -4801,7 +4801,7 @@
     "5a2ed136a83784001a7d24d9": "",
     "5a2ed136a83784001a7d24da": "",
     "5a2ed136a83784001a7d24db": "",
-    "5a2ed136a83784001a7d24dc": "Europe",
+    "5a2ed136a83784001a7d24dc": "",
     "5a2ed136a83784001a7d24dd": "",
     "5726559edd62a815002e81c8": "propose a range of preincident population figures",
     "5726559edd62a815002e81c9": "end of 1350",
@@ -4866,7 +4866,7 @@
     "5a57ca90770dc0001aeefd72": "",
     "5a57ca90770dc0001aeefd73": "",
     "5a57ca90770dc0001aeefd74": "",
-    "5a58d33e3e1742001a15ce3c": "plate tectonics",
+    "5a58d33e3e1742001a15ce3c": "",
     "5a58d33e3e1742001a15ce3d": "",
     "5a58d33e3e1742001a15ce3e": "",
     "5a58d33e3e1742001a15ce3f": "1960s",
@@ -4960,7 +4960,7 @@
     "57266c015951b619008f7238": "stratigraphic",
     "57266c015951b619008f7239": "absolute ages",
     "57266c015951b619008f723a": "one another",
-    "57266c015951b619008f723b": "",
+    "57266c015951b619008f723b": "rock units",
     "5a57f487770dc0001aeefefc": "ability to obtain accurate absolute dates to geologic events using radioactive isotopes and other methods",
     "5a57f487770dc0001aeefefd": "",
     "5a57f487770dc0001aeefefe": "",
@@ -5019,13 +5019,13 @@
     "572673f5708984140094c69c": "along cracks",
     "572673f5708984140094c69d": "topographic",
     "572673f5708984140094c69e": "",
-    "572673f5708984140094c69f": "Deformational events",
+    "572673f5708984140094c69f": "Deformational",
     "5a580070770dc0001aeeff36": "",
     "5a580070770dc0001aeeff37": "",
     "5a580070770dc0001aeeff38": "",
     "5a580070770dc0001aeeff39": "",
     "5a580070770dc0001aeeff3a": "",
-    "5a590efb3e1742001a15cf60": "",
+    "5a590efb3e1742001a15cf60": "Faulting and other deformational processes result in the creation of topographic gradients",
     "5a590efb3e1742001a15cf61": "Faulting and other deformational processes",
     "5a590efb3e1742001a15cf62": "",
     "5a590efb3e1742001a15cf63": "igneous activity",
@@ -5064,7 +5064,7 @@
     "57267947f1498d1400e8e0ee": "geochemical evolution of rock units",
     "57267947f1498d1400e8e0ef": "laboratory",
     "57267947f1498d1400e8e0f0": "",
-    "5a580ab1770dc0001aeeff78": "",
+    "5a580ab1770dc0001aeeff78": "petrographic microscope",
     "5a580ab1770dc0001aeeff79": "",
     "5a580ab1770dc0001aeeff7a": "",
     "5a580ab1770dc0001aeeff7b": "",
@@ -5097,7 +5097,7 @@
     "5a5810c4770dc0001aeeffbc": "",
     "5a591f773e1742001a15cfa4": "",
     "5a591f773e1742001a15cfa5": "",
-    "5a591f773e1742001a15cfa6": "",
+    "5a591f773e1742001a15cfa6": "analog and numerical experiments of rock deformation in large and small settings",
     "5a591f773e1742001a15cfa7": "",
     "5a591f773e1742001a15cfa8": "",
     "57267ebfdd62a815002e872c": "orogenic wedges",
@@ -5149,7 +5149,7 @@
     "572683f95951b619008f7527": "Shen Kuo",
     "572683f95951b619008f7528": "Ibn Sina",
     "572683f95951b619008f7529": "deposition of silt",
-    "5a581adb770dc0001aeefff6": "",
+    "5a581adb770dc0001aeefff6": "Persia",
     "5a581adb770dc0001aeefff7": "",
     "5a581adb770dc0001aeefff8": "",
     "5a581adb770dc0001aeefff9": "",
@@ -5205,9 +5205,9 @@
     "5a592f3f3e1742001a15d002": "",
     "5726d8bd708984140094d35b": "pharma",
     "5726d8bd708984140094d35c": "tobacco and patent medicines",
-    "5726d8bd708984140094d35d": "",
+    "5726d8bd708984140094d35d": "sorcery or even poison",
     "5726d8bd708984140094d35e": "as outdated or only approproriate",
-    "5726d8bd708984140094d35f": "other herbs not listed",
+    "5726d8bd708984140094d35f": "many other herbs not listed",
     "5a6cb5c14eec6b001a80a624": "",
     "5a6cb5c14eec6b001a80a625": "",
     "5a6cb5c14eec6b001a80a626": "",
@@ -5225,7 +5225,7 @@
     "5726da89dd62a815002e92b2": "other senior pharmacy technicians",
     "5726da89dd62a815002e92b3": "General Pharmaceutical Council",
     "5726da89dd62a815002e92b4": "who regulates the practice of pharmacists and pharmacy technicians",
-    "5726da89dd62a815002e92b5": "health care professional",
+    "5726da89dd62a815002e92b5": "health care",
     "5726da89dd62a815002e92b6": "responsibility has been passed on to them to manage the pharmacy department and specialised areas in pharmacy practice",
     "5a6cb7ce4eec6b001a80a638": "",
     "5a6cb7ce4eec6b001a80a639": "",
@@ -5250,7 +5250,7 @@
     "5a6cba504eec6b001a80a64b": "",
     "5a6cba504eec6b001a80a64c": "the Imperial household",
     "5a6cba504eec6b001a80a64d": "",
-    "5726ddf6f1498d1400e8ee04": "the Middle East in botany and chemistry",
+    "5726ddf6f1498d1400e8ee04": "botany and chemistry",
     "5726ddf6f1498d1400e8ee05": "Muhammad ibn Zakar\u012bya R\u0101zi",
     "5726ddf6f1498d1400e8ee06": "",
     "5726ddf6f1498d1400e8ee07": "sodium carbonate and potassium carbonate",
@@ -5411,7 +5411,7 @@
     "5726f7715951b619008f838e": "",
     "5726f7715951b619008f838f": "majority",
     "5726f7715951b619008f8390": "obtaining cost-effective medication",
-    "5726f7715951b619008f8391": "diagnosing\" as many conditions as possible",
+    "5726f7715951b619008f8391": "in \"diagnosing\" as many conditions as possible",
     "5a6cee244eec6b001a80a6e8": "",
     "5a6cee244eec6b001a80a6e9": "",
     "5a6cee244eec6b001a80a6ea": "",
@@ -5523,7 +5523,7 @@
     "5a6647d2c2b11c001a425f21": "",
     "57280f974b864d1900164370": "civil disobedience",
     "57280f974b864d1900164371": "public agencies",
-    "57280f974b864d1900164372": "pertaining to a citizen's relation to the state and its laws",
+    "57280f974b864d1900164372": "as pertaining to a citizen's relation to the state and its laws",
     "57280f974b864d1900164373": "",
     "57280f974b864d1900164374": "Civil disobedience",
     "5728d9403acd2414000e001b": "a citizen's relation to the state and its laws",
@@ -5551,7 +5551,7 @@
     "5a665142846392001a1e1abf": "",
     "5a665142846392001a1e1ac0": "",
     "5a665142846392001a1e1ac1": "",
-    "5728151b4b864d1900164428": "against governmental entities",
+    "5728151b4b864d1900164428": "only justified against governmental entities",
     "5728151b4b864d1900164429": "",
     "5728151b4b864d190016442a": "governmental entities",
     "5728151b4b864d190016442b": "",
@@ -5623,7 +5623,7 @@
     "5a6659d3846392001a1e1b0f": "bail",
     "5a6659d3846392001a1e1b10": "rose to higher political office",
     "5a6659d3846392001a1e1b11": "",
-    "572825a92ca10214002d9efe": "illegal acts",
+    "572825a92ca10214002d9efe": "illegal",
     "572825a92ca10214002d9eff": "propaganda",
     "572825a92ca10214002d9f00": "proprietors of illegal medical cannabis dispensaries and Voice in the Wilderness",
     "572825a92ca10214002d9f01": "738 days",
@@ -5638,7 +5638,7 @@
     "5a665b56846392001a1e1b1f": "preventing it from being cut down",
     "5a665b56846392001a1e1b20": "",
     "5a665b56846392001a1e1b21": "",
-    "5728284e3acd2414000df5cd": "allegedly sending an email to the Lebanon, New Hampshire city councilors stating, \"Wise up or die.\"",
+    "5728284e3acd2414000df5cd": "allegedly sending an email",
     "5728284e3acd2414000df5ce": "Wise up or die.\"",
     "5728284e3acd2414000df5cf": "forbidden speech",
     "5728284e3acd2414000df5d0": "1978 Supreme Court case of FCC v. Pacifica Foundation",
@@ -5721,7 +5721,7 @@
     "5728eef92ca10214002daab3": "civil",
     "5728eef92ca10214002daab4": "Mohandas Gandhi",
     "5a668ef8f038b7001ab0bfdc": "a plea bargain to civil disobedients",
-    "5a668ef8f038b7001ab0bfdd": "activists",
+    "5a668ef8f038b7001ab0bfdd": "activists decide to use solidarity tactics",
     "5a668ef8f038b7001ab0bfde": "",
     "5a668ef8f038b7001ab0bfdf": "receive no jail time",
     "5a668ef8f038b7001ab0bfe0": "the defendants were offered an opportunity to plead guilty to one misdemeanor count and receive no jail time",
@@ -5840,7 +5840,7 @@
     "5a23565482b03a001a4aa790": "construction managers",
     "5a25b230ef59cd001a623c4e": "",
     "5a25b230ef59cd001a623c4f": "",
-    "5a25b230ef59cd001a623c50": "",
+    "5a25b230ef59cd001a623c50": "building construction, heavy and civil engineering construction, and specialty trade contractors",
     "5a25b230ef59cd001a623c51": "",
     "5a25b230ef59cd001a623c52": "",
     "57274046dd62a815002e9a12": "Building construction",
@@ -6004,7 +6004,7 @@
     "5a25fa34c93d92001a40036f": "",
     "5a25fa34c93d92001a400370": "",
     "5a25fa34c93d92001a400371": "",
-    "5a25fa34c93d92001a400372": "",
+    "5a25fa34c93d92001a400372": "securing ladders and inspecting scaffolding",
     "5a25fa34c93d92001a400373": "electrocution, transportation accidents, and trench cave-ins",
     "572746addd62a815002e9a5e": "independent schools",
     "572746addd62a815002e9a5f": "academic scholarship",
@@ -6027,7 +6027,7 @@
     "5727478cf1498d1400e8f59a": "lower sixth",
     "5727478cf1498d1400e8f59b": "upper sixth",
     "5727478cf1498d1400e8f59c": "prep schools",
-    "5727478cf1498d1400e8f59d": "peer tuitions and the school's financial",
+    "5727478cf1498d1400e8f59d": "peer",
     "5727478cf1498d1400e8f59e": "best teachers",
     "5a678aa6f038b7001ab0c2a0": "",
     "5a678aa6f038b7001ab0c2a1": "",
@@ -6057,7 +6057,7 @@
     "5a6790dbf038b7001ab0c2d0": "",
     "5a6790dbf038b7001ab0c2d1": "",
     "5a6790dbf038b7001ab0c2d2": "",
-    "57274a1edd62a815002e9a9a": "Article 7, Paragraph 4",
+    "57274a1edd62a815002e9a9a": "Article 7",
     "57274a1edd62a815002e9a9b": "",
     "57274a1edd62a815002e9a9c": "7.8%",
     "57274a1edd62a815002e9a9d": "11.1%",
@@ -6069,7 +6069,7 @@
     "5a6792f1f038b7001ab0c2ee": "",
     "57274a8ff1498d1400e8f5bc": "Sonderungsverbot",
     "57274a8ff1498d1400e8f5bd": "",
-    "57274a8ff1498d1400e8f5be": "very low",
+    "57274a8ff1498d1400e8f5be": "low",
     "5a67978ef038b7001ab0c306": "",
     "5a67978ef038b7001ab0c307": "",
     "5a67978ef038b7001ab0c308": "",
@@ -6240,7 +6240,7 @@
     "572759dbdd62a815002e9b94": "$40,000",
     "572759dbdd62a815002e9b95": "$50,000",
     "572759dbdd62a815002e9b96": "Groton School",
-    "572759dbdd62a815002e9b97": "",
+    "572759dbdd62a815002e9b97": "fundraising drives",
     "5a67e5278476ee001a58a760": "",
     "5a67e5278476ee001a58a761": "",
     "5a67e5278476ee001a58a762": "",
@@ -6255,7 +6255,7 @@
     "5a81ee4b31013a001a334f9e": "Congregationalist and Unitarian clergy",
     "5a81ee4b31013a001a334f9f": "18th century",
     "5a81ee4b31013a001a334fa0": "",
-    "5a81ee4b31013a001a334fa1": "",
+    "5a81ee4b31013a001a334fa1": "Charles W. Eliot",
     "5727aeac3acd2414000de987": "Harvard Library",
     "5727aeac3acd2414000de988": "79",
     "5727aeac3acd2414000de989": "18 million volumes",
@@ -6291,7 +6291,7 @@
     "5727b0892ca10214002d93ea": "never affiliated with any particular denomination",
     "5a82001531013a001a3350a1": "",
     "5a82001531013a001a3350a2": "",
-    "5a82001531013a001a3350a3": "",
+    "5a82001531013a001a3350a3": "to advance learning and perpetuate it to posterity",
     "5a82001531013a001a3350a4": "",
     "5a82001531013a001a3350a5": "",
     "5727b8df3acd2414000dea99": "1804",
@@ -6404,7 +6404,7 @@
     "5a822bc531013a001a335283": "",
     "5a822bc531013a001a335284": "",
     "5a822bc531013a001a335285": "teaching fellows",
-    "5727d4922ca10214002d977c": "mid-May",
+    "5727d4922ca10214002d977c": "early September and ending in mid-May",
     "5727d4922ca10214002d977d": "four",
     "5727d4922ca10214002d977e": "degrees summa cum laude",
     "5727d4922ca10214002d977f": "60%",
@@ -6601,7 +6601,7 @@
     "5a1c8753b4fb5d0018714669": "",
     "5a1c8753b4fb5d001871466a": "a major film production center",
     "5a1c8753b4fb5d001871466b": "",
-    "57281ab63acd2414000df493": "construction of highways",
+    "57281ab63acd2414000df493": "",
     "57281ab63acd2414000df494": "55.1%",
     "57281ab63acd2414000df495": "white flight",
     "57281ab63acd2414000df496": "Mayor W. Haydon Burns",
@@ -6611,7 +6611,7 @@
     "5a1c883cb4fb5d0018714672": "55.1%",
     "5a1c883cb4fb5d0018714673": "",
     "5a1c883cb4fb5d0018714674": "",
-    "57281bb84b864d190016449a": "",
+    "57281bb84b864d190016449a": "education, sanitation, and traffic control",
     "57281bb84b864d190016449b": "unincorporated suburbs",
     "57281bb84b864d190016449c": "funding education, sanitation, and traffic control",
     "57281bb84b864d190016449d": "Voters outside the city limits",
@@ -6696,8 +6696,8 @@
     "572827fc3acd2414000df5bd": "females",
     "572827fc3acd2414000df5be": "91.3",
     "5a1c8f54b4fb5d00187146d8": "2010",
-    "5a1c8f54b4fb5d00187146d9": "23.9%",
-    "5a1c8f54b4fb5d00187146da": "",
+    "5a1c8f54b4fb5d00187146d9": "65",
+    "5a1c8f54b4fb5d00187146da": "91.3",
     "5a1c8f54b4fb5d00187146db": "",
     "5a1c8f54b4fb5d00187146dc": "43.8%",
     "5727e6cbff5b5019007d97ee": "40%",
@@ -6715,7 +6715,7 @@
     "5ad242e5d7d075001a4289a6": "$759,900",
     "5ad242e5d7d075001a4289a7": "",
     "5ad242e5d7d075001a4289a8": "",
-    "5727e8424b864d1900163fc0": "",
+    "5727e8424b864d1900163fc0": "400",
     "5727e8424b864d1900163fc1": "the New York Times",
     "5727e8424b864d1900163fc2": "Inherited wealth",
     "5727e8424b864d1900163fc3": "",
@@ -6730,12 +6730,12 @@
     "5ad2434fd7d075001a4289d9": "",
     "5ad2434fd7d075001a4289da": "",
     "5727e9523acd2414000def95": "Neoclassical economics",
-    "5727e9523acd2414000def96": "",
+    "5727e9523acd2414000def96": "productivity gap between highly-paid professions and lower-paid professions",
     "5727e9523acd2414000def97": "",
     "5727e9523acd2414000def98": "",
     "5727e9523acd2414000def99": "",
     "5729d51d3f37b3190047858f": "differences in value added by labor, capital and land",
-    "5729d51d3f37b31900478590": "",
+    "5729d51d3f37b31900478590": "value added by different classifications of workers",
     "5729d51d3f37b31900478591": "wages and profits",
     "5729d51d3f37b31900478592": "worker, capitalist/business owner, landlord",
     "5729d51d3f37b31900478593": "the productivity gap between highly-paid professions and lower-paid professions",
@@ -6749,7 +6749,7 @@
     "5727ea45ff5b5019007d9870": "increasing unemployment",
     "5727ea45ff5b5019007d9871": "substitution of capital equipment for labor",
     "5729d609af94a219006aa661": "labor inputs",
-    "5729d609af94a219006aa662": "",
+    "5729d609af94a219006aa662": "to reduce costs and maximize profits",
     "5729d609af94a219006aa663": "less workers are required in proportion to capital inputs",
     "5729d609af94a219006aa664": "",
     "5729d609af94a219006aa665": "relatively stagnant",
@@ -6833,7 +6833,7 @@
     "5ad24840d7d075001a428b60": "",
     "5727f16c3acd2414000df05b": "",
     "5727f16c3acd2414000df05c": "$105 billion",
-    "5727f16c3acd2414000df05d": "",
+    "5727f16c3acd2414000df05d": "boom-and-bust cycles",
     "5727f16c3acd2414000df05e": "",
     "5729e1e36aef0514001550ba": "",
     "5729e1e36aef0514001550bb": "2008-2009",
@@ -7064,7 +7064,7 @@
     "572a0e0e1d0469140077970b": "The poor and the middle class",
     "5ad2623dd7d075001a429092": "",
     "5ad2623dd7d075001a429093": "",
-    "5ad2623dd7d075001a429094": "declines",
+    "5ad2623dd7d075001a429094": "",
     "5ad2623dd7d075001a429095": "",
     "5ad2623dd7d075001a429096": "",
     "572a0ecb1d04691400779717": "",
@@ -7198,7 +7198,7 @@
     "572a213e6aef0514001552ee": "capability deprivation",
     "572a213e6aef0514001552ef": "",
     "572a213e6aef0514001552f0": "the freedom to enjoy functionings",
-    "572a213e6aef0514001552f1": "to \u201cwid[en] people\u2019s choices and the level of their achieved well-being",
+    "572a213e6aef0514001552f1": "through increasing functionings",
     "572a213e6aef0514001552f2": "the ability to pursue valued goals",
     "5ad2690ed7d075001a4292b0": "",
     "5ad2690ed7d075001a4292b1": "",
@@ -7207,12 +7207,12 @@
     "5ad2690ed7d075001a4292b4": "",
     "572a2224af94a219006aa823": "they are in some way deprived of earning as much income as they would otherwise",
     "572a2224af94a219006aa824": "earn as much as a healthy young man",
-    "572a2224af94a219006aa825": "",
+    "572a2224af94a219006aa825": "gender roles and customs",
     "572a2224af94a219006aa826": "for fear of their lives",
     "572a2224af94a219006aa827": "a better relevant income",
     "5ad26964d7d075001a4292cc": "",
     "5ad26964d7d075001a4292cd": "",
-    "5ad26964d7d075001a4292ce": "",
+    "5ad26964d7d075001a4292ce": "gender roles and customs",
     "5ad26964d7d075001a4292cf": "",
     "5ad26964d7d075001a4292d0": "a better relevant income",
     "57283c464b864d19001647c8": "private research university",
@@ -7252,7 +7252,7 @@
     "57284142ff5b5019007da00e": "Charles L. Hutchinson",
     "5acf7ecb77cf76001a684fa2": "",
     "5acf7ecb77cf76001a684fa3": "",
-    "5acf7ecb77cf76001a684fa4": "",
+    "5acf7ecb77cf76001a684fa4": "Martin A. Ryerson",
     "5acf7ecb77cf76001a684fa5": "",
     "5acf7ecb77cf76001a684fa6": "Rockefeller",
     "572843304b864d1900164848": "Des Moines College, Kalamazoo College, Butler University, and Stetson University",
@@ -7276,7 +7276,7 @@
     "5acf808877cf76001a685008": "",
     "57284618ff5b5019007da0a8": "1950s",
     "57284618ff5b5019007da0a9": "increasing crime and poverty",
-    "57284618ff5b5019007da0aa": "",
+    "57284618ff5b5019007da0aa": "after their second year",
     "57284618ff5b5019007da0ab": "Hyde Park",
     "57284618ff5b5019007da0ac": "allowed very young students to attend college",
     "5acf82c277cf76001a685064": "",
@@ -7354,7 +7354,7 @@
     "57285213ff5b5019007da180": "50",
     "57285213ff5b5019007da181": "28",
     "57285213ff5b5019007da182": "five",
-    "57285213ff5b5019007da183": "Collegiate Division",
+    "57285213ff5b5019007da183": "",
     "5acf941b77cf76001a68532e": "",
     "5acf941b77cf76001a68532f": "28",
     "5acf941b77cf76001a685330": "",
@@ -7363,7 +7363,7 @@
     "572853e8ff5b5019007da188": "the Common Core",
     "572853e8ff5b5019007da189": "17",
     "572853e8ff5b5019007da18a": "intense",
-    "572853e8ff5b5019007da18b": "",
+    "572853e8ff5b5019007da18b": "Undergraduate courses at the University of Chicago are known for their demanding standards, heavy workload and academic difficulty; according to Uni in the USA",
     "5acf974277cf76001a6853a8": "",
     "5acf974277cf76001a6853a9": "",
     "5acf974277cf76001a6853aa": "",
@@ -7602,7 +7602,7 @@
     "572863c72ca10214002da2d4": "Mongol and Turkic",
     "572863c72ca10214002da2d5": "1206",
     "572863c72ca10214002da2d6": "\u00d6gedei Khan",
-    "572863c72ca10214002da2d7": "1251",
+    "572863c72ca10214002da2d7": "1206",
     "572863c72ca10214002da2d8": "offered his nephew",
     "5ad400f0604f3c001a3ffcef": "Mongol and Turkic",
     "5ad400f0604f3c001a3ffcf0": "1206",
@@ -7639,7 +7639,7 @@
     "5ad40219604f3c001a3ffd47": "",
     "5ad40219604f3c001a3ffd48": "Ariq B\u00f6ke",
     "5ad40219604f3c001a3ffd49": "Zhongtong",
-    "572867d72ca10214002da2fc": "Ogedei",
+    "572867d72ca10214002da2fc": "",
     "572867d72ca10214002da2fd": "in the south",
     "572867d72ca10214002da2fe": "prince Wonjong",
     "572867d72ca10214002da2ff": "northeast",
@@ -7724,7 +7724,7 @@
     "57286f373acd2414000df9df": "1313",
     "5ad40515604f3c001a3ffe05": "Buyantu Khan",
     "5ad40515604f3c001a3ffe06": "actively support and adopt mainstream Chinese culture",
-    "5ad40515604f3c001a3ffe07": "Mongol elite",
+    "5ad40515604f3c001a3ffe07": "",
     "5ad40515604f3c001a3ffe08": "Department of State Affairs",
     "5ad40515604f3c001a3ffe09": "1313",
     "57286fa83acd2414000df9e5": "Emperor Gegeen Khan",
@@ -7746,7 +7746,7 @@
     "5ad405f0604f3c001a3ffe2e": "",
     "5ad405f0604f3c001a3ffe2f": "four days",
     "5ad405f0604f3c001a3ffe30": "",
-    "5ad405f0604f3c001a3ffe31": "Tugh Tem\u00fcr",
+    "5ad405f0604f3c001a3ffe31": "Chagatai Khan Eljigidey",
     "5728710c3acd2414000df9ef": "his cultural contribution",
     "5728710c3acd2414000df9f0": "Academy of the Pavilion of the Star of Literature",
     "5728710c3acd2414000df9f1": "",
@@ -7960,7 +7960,7 @@
     "5ad40c2d604f3c001a400049": "",
     "5ad40c2d604f3c001a40004a": "traditional Chinese autocratic-bureaucratic system",
     "5ad40c2d604f3c001a40004b": "the Mongols and the Semuren",
-    "5ad40c2d604f3c001a40004c": "Discrimination was used by the Mongols during the Yuan dynasty, who employed only \"Mongols and Tartars\" and discarded northern and southern Chinese",
+    "5ad40c2d604f3c001a40004c": "Discrimination was used by the Mongols during the Yuan dynasty, who employed only \"Mongols and Tartars\"",
     "572883a33acd2414000dfa79": "Han Chinese and Khitans",
     "572883a33acd2414000dfa7a": "Han Chinese and Khitans",
     "572883a33acd2414000dfa7b": "Besh Baliq, Almaliq, and Samarqand",
@@ -8285,7 +8285,7 @@
     "5729fe5c3f37b31900478632": "self",
     "5ad4db615b96ef001a10a434": "",
     "5ad4db615b96ef001a10a435": "",
-    "5ad4db615b96ef001a10a436": "",
+    "5ad4db615b96ef001a10a436": "to present young lymphocytes with self antigens produced throughout the body",
     "5ad4db615b96ef001a10a437": "",
     "5ad4db615b96ef001a10a438": "",
     "5729fefbaf94a219006aa739": "Immunodeficiencies",
@@ -8294,7 +8294,7 @@
     "5729fefbaf94a219006aa73c": "obesity, alcoholism, and drug use",
     "5729fefbaf94a219006aa73d": "malnutrition",
     "5ad4d91d5b96ef001a10a380": "",
-    "5ad4d91d5b96ef001a10a381": "young and the elderly",
+    "5ad4d91d5b96ef001a10a381": "",
     "5ad4d91d5b96ef001a10a382": "",
     "5ad4d91d5b96ef001a10a383": "",
     "5ad4d91d5b96ef001a10a384": "",
@@ -8372,7 +8372,7 @@
     "5ad4d5e15b96ef001a10a29b": "",
     "5ad4d5e15b96ef001a10a29c": "",
     "572a096e6aef0514001551e4": "lymphocytes",
-    "572a096e6aef0514001551e5": "restriction modification system",
+    "572a096e6aef0514001551e5": "bacteriophages",
     "572a096e6aef0514001551e6": "viral",
     "572a096e6aef0514001551e7": "",
     "5ad4de4c5b96ef001a10a4d8": "",
@@ -8388,17 +8388,17 @@
     "5ad4f0675b96ef001a10a6e8": "",
     "5ad4f0675b96ef001a10a6e9": "",
     "5ad4f0675b96ef001a10a6ea": "Robert Koch and Emil von Behring",
-    "5ad4f0675b96ef001a10a6eb": "",
+    "5ad4f0675b96ef001a10a6eb": "active immune agents were soluble components (molecules)",
     "572a0b0b6aef0514001551f6": "cancers",
     "572a0b0b6aef0514001551f7": "MHC class I molecules",
     "572a0b0b6aef0514001551f8": "cytokine TGF-\u03b2",
     "572a0b0b6aef0514001551f9": "",
     "5ad4e56d5b96ef001a10a598": "",
-    "5ad4e56d5b96ef001a10a599": "reduced number of MHC class I molecules",
+    "5ad4e56d5b96ef001a10a599": "",
     "5ad4e56d5b96ef001a10a59a": "cytokine TGF-\u03b2",
     "5ad4e56d5b96ef001a10a59b": "macrophages and lymphocytes",
     "5ad4e56d5b96ef001a10a59c": "the immune system no longer attacks the tumor cells",
-    "572a0bf96aef051400155204": "Hypersensitivity",
+    "572a0bf96aef051400155204": "",
     "572a0bf96aef051400155205": "four",
     "572a0bf96aef051400155206": "Type I",
     "572a0bf96aef051400155207": "IgE",
@@ -8533,7 +8533,7 @@
     "5a3e488b378766001a00253e": "",
     "5a3e488b378766001a00253f": "",
     "57293e221d046914007791d5": "substantially increasing the atmospheric concentrations",
-    "57293e221d046914007791d6": "",
+    "57293e221d046914007791d6": "emissions resulting from human activities",
     "57293e221d046914007791d7": "",
     "57293e221d046914007791d8": "",
     "57293e221d046914007791d9": "",
@@ -8872,7 +8872,7 @@
     "57298ef11d04691400779530": "",
     "57298ef11d04691400779531": "asymptotic",
     "5a89392f3b2508001a72a534": "",
-    "5a89392f3b2508001a72a535": "",
+    "5a89392f3b2508001a72a535": "s = \u22122, \u22124",
     "5a89392f3b2508001a72a536": "",
     "5a89392f3b2508001a72a537": "",
     "5a89392f3b2508001a72a538": "",
@@ -8909,7 +8909,7 @@
     "572995d46aef051400154fe8": "recurring",
     "572995d46aef051400154fe9": "p \u2212 1",
     "572995d46aef051400154fea": "p \u2212 1)! + 1",
-    "572995d46aef051400154feb": "n \u2212 1",
+    "572995d46aef051400154feb": "p. Moreover, an integer n > 4 is composite if and only if (n \u2212 1",
     "572995d46aef051400154fec": "p is not a prime factor of q",
     "5a8940ba3b2508001a72a55c": "recurring",
     "5a8940ba3b2508001a72a55d": "p \u2212 1",
@@ -8930,7 +8930,7 @@
     "572998673f37b319004784d6": "grubs underground",
     "572998673f37b319004784d7": "17",
     "572998673f37b319004784d8": "the prime number intervals between emergences make it very difficult for predators to evolve that could specialize as predators on Magicicadas.",
-    "572998673f37b319004784d9": "2%",
+    "572998673f37b319004784d9": "up to 2%",
     "5a8943753b2508001a72a570": "cicadas",
     "5a8943753b2508001a72a571": "",
     "5a8943753b2508001a72a572": "17",
@@ -8977,7 +8977,7 @@
     "5a89473c3b2508001a72a59b": "Lasker\u2013Noether theorem",
     "5a89473c3b2508001a72a59c": "Lasker\u2013Noether theorem, which expresses every ideal in a Noetherian commutative ring as an intersection of primary ideals",
     "5729a03f1d04691400779593": "Prime ideals",
-    "5729a03f1d04691400779594": "",
+    "5729a03f1d04691400779594": "points of algebro-geometric objects",
     "5729a03f1d04691400779595": "ring of integers of quadratic number fields",
     "5729a03f1d04691400779596": "",
     "5a8949463b2508001a72a5a2": "",
@@ -9192,7 +9192,7 @@
     "5ad27d5dd7d075001a4296be": "",
     "5ad27d5dd7d075001a4296bf": "",
     "5ad27d5dd7d075001a4296c0": "",
-    "572f6c85947a6a140053c940": "",
+    "572f6c85947a6a140053c940": "industry",
     "572f6c85947a6a140053c941": "Lower Rhine",
     "572f6c85947a6a140053c942": "Duisburg",
     "572f6c85947a6a140053c943": "The Ruhr",
@@ -9395,7 +9395,7 @@
     "5ad2a58bd7d075001a429dcd": "",
     "5ad2a58bd7d075001a429dce": "",
     "5ad2a58bd7d075001a429dcf": "",
-    "57300580b2c2fd140056874d": "Roman times onward",
+    "57300580b2c2fd140056874d": "~3000 yr BP",
     "57300580b2c2fd140056874e": "sediment load",
     "57300580b2c2fd140056874f": "flooding",
     "57300580b2c2fd1400568750": "approximately 80",
@@ -9407,7 +9407,7 @@
     "5ad2a71ad7d075001a429e06": "",
     "5730069004bcaa1900d7702d": "the North Sea",
     "5730069004bcaa1900d7702e": "",
-    "5730069004bcaa1900d7702f": "the north",
+    "5730069004bcaa1900d7702f": "to the north",
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     "5730069004bcaa1900d77031": "three",
     "5ad2a901d7d075001a429e28": "through the former Meuse estuary, near Rotterdam",
@@ -9561,7 +9561,7 @@
     "572faf74b2c2fd1400568347": "Holyrood",
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     "572faf74b2c2fd1400568349": "the meeting of the Church's General Assembly",
-    "572faf74b2c2fd140056834a": "",
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     "572faf74b2c2fd140056834b": "University of Aberdeen",
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@@ -9674,7 +9674,7 @@
     "572fc6f204bcaa1900d76cf5": "in committee",
     "572fc6f204bcaa1900d76cf6": "stronger",
     "572fc6f204bcaa1900d76cf7": "no revising chamber",
-    "572fc6f204bcaa1900d76cf8": "",
+    "572fc6f204bcaa1900d76cf8": "conduct inquiries and scrutinise legislation",
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@@ -9763,7 +9763,7 @@
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+    "572fd264b2c2fd14005684ad": "\"The Bill for this Act of the Scottish Parliament was passed by the Parliament on [Date] and received royal assent on [Date]",
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     "5ad0403c77cf76001a686eed": "the Monarch",
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@@ -9808,7 +9808,7 @@
     "572fd8efb2c2fd14005684fa": "one",
     "572fd8efb2c2fd14005684fb": "prior to the 2005",
     "572fd8efb2c2fd14005684fc": "",
-    "572fd8efb2c2fd14005684fd": "their dispersed population and distance from the Scottish Parliament in Edinburgh",
+    "572fd8efb2c2fd14005684fd": "due to their dispersed population and distance from the Scottish Parliament in Edinburgh",
     "5ad0431077cf76001a686f2e": "",
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@@ -9899,7 +9899,7 @@
     "5acfe6eb77cf76001a6863cb": "",
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     "572ffabf04bcaa1900d76f9f": "quietist/non-political Islam",
-    "572ffabf04bcaa1900d76fa0": "",
+    "572ffabf04bcaa1900d76fa0": "Americans",
     "572ffabf04bcaa1900d76fa1": "a historical fluke",
     "572ffabf04bcaa1900d76fa2": "between 1945 and 1970",
     "572ffabf04bcaa1900d76fa3": "",
@@ -9922,12 +9922,12 @@
     "572ffc99947a6a140053cef7": "making peace",
     "572ffc99947a6a140053cef8": "making peace with Israel",
     "572ffc99947a6a140053cef9": "1975",
-    "572ffc99947a6a140053cefa": "assassinated",
+    "572ffc99947a6a140053cefa": "political support in his struggle against leftists. His \"encouraging of the emergence of the Islamist movement\"",
     "5acfe80877cf76001a6863f0": "",
     "5acfe80877cf76001a6863f1": "making peace",
     "5acfe80877cf76001a6863f2": "",
     "5acfe80877cf76001a6863f3": "",
-    "5acfe80877cf76001a6863f4": "Sadat was later assassinated",
+    "5acfe80877cf76001a6863f4": "His \"encouraging of the emergence of the Islamist movement\"",
     "572ffd9e04bcaa1900d76fc7": "strict, conservative Saudi-based Wahhabism",
     "572ffd9e04bcaa1900d76fc8": "",
     "572ffd9e04bcaa1900d76fc9": "all the horrible wars",
@@ -10026,7 +10026,7 @@
     "5acfea9277cf76001a68648b": "",
     "5acfea9277cf76001a68648c": "economic",
     "5acfea9277cf76001a68648d": "",
-    "5acfea9277cf76001a68648e": "popularity",
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     "5730088e947a6a140053cfac": "Ali Shariati",
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@@ -10102,7 +10102,7 @@
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-    "5acfec9277cf76001a686507": "counter-terrorism",
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     "573081c2069b531400832135": "Russian leader Lenin",
     "573081c2069b531400832136": "",
-    "573081c2069b531400832137": "",
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@@ -10355,7 +10355,7 @@
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     "5730909d8ab72b1400f9c58d": "the role of nineteenth-century maps",
-    "5730909d8ab72b1400f9c58e": "French",
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-    "5ad0316177cf76001a686ddd": "political activity caused exploitation",
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