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method_comparison_results.json

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+[
+    {
+        "quiz_id": 1390,
+        "question": "The primary impact of the Hawthorne experiments in the Western Electric Company was in showing the effect on work performance of",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "A",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 163,
+        "question": "Suppose we define h(H, m) = E(m, H)h(H,m)=E(m,H). Then the resulting h(\\cdot,\\cdot)h(\u22c5,\u22c5) is not collision resistant: to build a collision (H,m)(H,m) and (H\u2019,m\u2019)(H\u2019,m\u2019) choose random (H,m,m\u2019)(H,m,m\u2019) and construct H\u2019H\u2019 as follows:",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1162,
+        "question": "On October 1, Arthur mailed to Madison an offer to sell a tract of land located in Summerville for $13,000.  Acceptance was to be not later than October 10.  Madison posted his acceptance on the 3rd of October.  The acceptance arrived on October 7.  On October 4, Arthur sold the tract in question to Larson and mailed to Madison notice of the sale.  That letter arrived on the 6th of October, but after Madison had dispatched his letter of acceptance.  Which of the following is correct?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "B",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1175,
+        "question": "A collector told a local coin dealer that he wished to purchase an 1804 silver dollar. The coin dealer told the collector that he would locate one of these rare coins and the cost would be approximately $40,000 plus a commission. The coin dealer successfully located and arranged for the purchase of the 1804 silver dollar. After the collector purchased the coin, a disagreement arose as to the amount of commission. The coin dealer brought suit, claiming that the agreed-upon amount was 15%. The collector contends that they agreed upon 12%. At trial, the coin dealer introduces photocopies of company records showing that in all his previous dealings with the collector, and all other customers as well, he charged a 15% commission when asked to locate rare coins. The court should find that the offer of this evidence is",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1093,
+        "question": "Genetic analysis shows that humans and chimps have been evolving separately for about how long?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1004,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | I took paintings at an art gallery Scenario 2 | I went to church in my bathing suit.",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "D",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 989,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | My friend has been letting me borrow her car a lot lately, so I decided to have it repainted in a color that I like without telling her. Scenario 2 | I picked up my mom from the doctors five hours to late.",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "A",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 270,
+        "question": " Construct a complete truth table for the following pairs of propositions. Then, using the truth tables, determine whether the statements are logically equivalent or contradictory. If neither, determine whether they are consistent or inconsistent. Justify your answers.\n~[(G \u2283 H) \u2228 ~H] and ~G \u2283 G",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1325,
+        "question": "A 14-year-old girl with a 9-year history of type 1 diabetes mellitus is brought to the physician by her mother for a follow-up examination. She has been admitted to the hospital twice in the past 3 months because of diabetic ketoacidosis. She previously had been compliant with monitoring her blood glucose concentration and with her diet and insulin regimen. She acknowledges that, when she is with her peers, she eats whatever she wants and does not check her blood glucose concentration. She adds, \"I'm embarrassed to inject myself in front of them.\" The physician is having a great deal of difficulty with her 15-year-old son who has been truant from school and sneaking out of the house. She says to the patient, \"You should be ashamed for not taking care of yourself. We've all worked so hard to keep you healthy.\" Which of the following terms best describes the physician's reaction to the patient?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 651,
+        "question": "This question refers to the following information.\nQuestions to the passage below, an account given to a French officer in Algeria in the 1830s by a member of an Arab slave trade caravan.\nThe Slave Trade\nAll of you [soldiers], are summoned . . . to hunt the idolatrous Koholanes [a pejorative word for \"black Africans\"]. . . . The soldiery divided themselves into two companies . . . with orders to attack places without defenses and to carry off the inhabitants as well as seizing all peasants busy cultivating their fields. . . . Whilst waiting for the return of the companies despatched to hunt Negroes, we went every day to the slave market where we bought at the following prices:\nA Negro with beard\u2026\u2026\u2026\u2026\u2026\u202610 or 15,000 cowries.\nThey are not considered as merchandise since one has little chance of preventing them from escaping.\nAn adult Negress\u2026\u2026\u2026\u2026\u2026\u2026..10 or 15,000 cowries for the same reasons\nAn adolescent Negro\u2026\u2026\u2026\u2026\u2026\u2026\u2026.30,000 cowries\nA young Negress \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u202650\u201360,000 cowries\nThe price varies according to whether she is more or less beautiful.\nA male Negro child\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026..45,000 cowries\nA female Negro child \u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026\u2026.35\u201340,000 cowries\nFinally, our caravan which had set out from Algeria with sixty-four camels and only sixteen persons, was now augmented by four hundred slaves, of whom three hundred were women. . . . It was at this point that suddenly a confused noise of cries and sobs passed from one group of slaves to another and reached our own. . . . Some rolled on the ground, clung to bushes and absolutely refused to walk. . . . They could only be got up with mighty lashes of the whip and by rendering them completely bloody.\nWhat is the most likely destination for the captured slaves in the excerpt?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "B",
+            "perplexity": "C",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1318,
+        "question": "The United States and Mexico entered into a tax treaty that provided that neither country would impose income taxes on citizens of the other nation. The treaty was ratified by the Senate. Recently, the President, angry over Mexico's perceived failure to abide by the terms of the treaty, has decided that the United States would not honor any of the terms of the treaty. The President then ordered the Internal Revenue Service to begin collecting income taxes from Mexican citizens residing in the United States in the same manner that it collects taxes from other residents of this country. A Mexican citizen and resident of the United States sues in an appropriate federal court, seeking a declaratory judgment that the treaty with Mexico remains valid and effective. Therefore, he contends that the Internal Revenue Service may not collect U. S. income taxes from him. Which of the following is the strongest constitutional grounds for the federal court to refuse to decide the suit on its merits?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "A",
+            "perplexity": "B",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1316,
+        "question": "One fall weekend, an outdoorsman went on a camping trip to a remote wilderness area deep in the northern part of the state in which he lived. While on the trip, the outdoorsman went deer hunting. He was in a very desolate area, surrounded by a densely wooded terrain, that was located at least 100 miles from any habitation. After a rather uneventful morning with nothing at which to shoot, the outdoorsman suddenly spotted a bald eagle; a nearly extinct bird. The bald eagle was listed as an endangered species, and to shoot one in this state was a criminal offense. Unable to resist the temptation, the outdoorsman took a shot at the bald eagle. The bullet missed the bald eagle but struck a hermit, who had moved to the woods a few months earlier to escape from the stresses of society. The hermit had been napping in a secluded area. The bullet hit the hermit in the eye and permanently blinded him. The outdoorsman was unaware of the hermit's presence. If the hermit asserts a claim against the outdoorsman to recover damages for his injury, the hermit will",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "B",
+            "perplexity": "D",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 199,
+        "question": "Suppose that observations are available on the monthly bond prices of 100 companies for 5 years. What type of data are these?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1322,
+        "question": "An 84-year-old female is diagnosed with a third recurrence of breast cancer that has now metastasized to the brain and lungs. She does not wish to pursue further treatment at this time despite being advised that this is a terminal condition. Her family insists on trying both radiation and chemotherapy in hopes that the cancer will again be successfully treated. It is the duty of the physician to",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "D",
+            "perplexity": "A",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 385,
+        "question": "The rectangular land survey system is based on all of the following EXCEPT",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "D",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 305,
+        "question": "Which of the following statements about photosynthesis is incorrect?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "A",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 541,
+        "question": "More than half of the volume of the human brain is composed of the",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1169,
+        "question": "A man works as an engineer in a small building. He uses a candle to meditate when he is stressed on the job, which then calms him down. He has been mulling an idea in his mind to take a lot of money from his employer using his computer skills, and he has worked out a general plan in his mind. Once he obtains the money, he thinks it might be good to let a candle drop and have the whole building burn down. While he is out at lunch, the janitorial staff came through his office. While cleaning the area, one person lit a candle on the man's desk. When they left, he forgot to blow it out. They slammed the door on the way out, causing the lit candle to fall. It started a fire that burned the building down. What crime, if any, is the man most likely to be convicted of?",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "C",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 108,
+        "question": "Let f(X) = if x = 1 then 0 else [x * f(x - 1) + x**2]. The value of f(4) is",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "D",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1437,
+        "question": "In what ways can the environment be linked to human insecurity?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "A",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 519,
+        "question": "An equal number of hydrogen and carbon dioxide molecules are placed in a sealed container. The gases are initially at a temperature of 300 K when the container is placed in an oven and brought to a new equilibrium temperature of 600 K. Which of the following best describes what is happening to the molecular speeds and kinetic energies of the gases\u2019 molecules as they move from 300 K to 600 K?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "B",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 815,
+        "question": "If each of the following meals provides the same number of calories, which meal requires the most land to produce the food?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "B",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 464,
+        "question": "Divide $11$ by the reciprocal of $1815 \\div 11$.",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "D",
+            "perplexity": "B",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1292,
+        "question": "A developer acquired a large parcel that he intended to convert into a residential subdivision. The developer met with the man who owned the adjoining property and informed him of the proposed development plans. During their discussion, the man expressed concern about the increased traffic and noise from the subdivision. Thus, the parties orally agreed that the developer would contract with someone to erect a brick wall between their respective properties, and that the man would reimburse the developer for half the expenses the developer incurred in having the wall erected. Thereafter, the developer hired a mason to erect the wall for $10,000. The developer explained to the mason that the wall was being built between his property and the man's. He further advised the mason that although he (the developer) would be paying the mason the $10,000, the man had agreed to reimburse the developer for half the price. The mason built the wall as agreed. However, the developer refused to pay the mason anything, and the mason, in turn, did not sue the developer for the agreed price. The mason has now brought an action against the man to recover $5,000. Which of the following is the man's best defense?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 823,
+        "question": "Which of these is referred to as a 'pigskin'?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 153,
+        "question": "Electromagnetic radiation emitted from a nucleus is most likely to be in the form of",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 552,
+        "question": "Joan strongly believes in capital punishment. After discussing capital punishment with only other people who believe in capital punishment in a chat room, Joan is most likely to",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 48,
+        "question": "The recent global sustainability agenda has been dominated by which of the following organisations sustainability goals?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 409,
+        "question": "Congress's power to determine national policy",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1315,
+        "question": "A woman awoke one morning to discover that someone had vandalized her home during the night. The woman then published the following notice in the local newspaper:\"REWARDAny person who supplies information leading to the arrest and conviction of the person who vandalized my home, located at 1223 1st Street, will be paid $5,000. \"The reward notice in the local newspaper proposed a",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "D",
+            "perplexity": "D",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1024,
+        "question": "Which of the following factors inhibits non-haem iron bioavailability the most?\n",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 426,
+        "question": "A nation's economic growth can be seen as a(n)",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 381,
+        "question": "Which of the following is an example of a stateless nation?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "A",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1382,
+        "question": "Which of the following best describes ethical guidelines for the use of deception in research?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "A",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 677,
+        "question": "All other things being equal, which of the following men is likely to be the happiest in retirement?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "A",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 337,
+        "question": "The equilibrium constant of a certain reaction is 2.6 \u00d7 10^8 at 25 \u00b0C. What is the value of \u0394G\u00b0?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "D",
+            "perplexity": "C",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 177,
+        "question": "A magnetic force can act on an electron even when it",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "B",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1130,
+        "question": "A company has a 22% investment in another company that it accounts for using the equity method. Which of the following disclosures should be included in the company\u2019s annual financial statements?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1218,
+        "question": "A security guard, dressed in plain clothes, was working for a discount store when a customer got into a heated argument with a cashier over the store's refund policy. Without identifying himself as a security guard, the security guard suddenly grabbed the customer's arm. The customer attempted to push the security guard away, and the security guard knocked the customer to the floor, causing injuries. The customer sued the discount store for battery on a theory of vicarious liability for the injuries caused by the security guard. The store filed an answer to the customer's complaint, asserting the affirmative defense of contributory negligence. The customer has moved to strike the affirmative defense. Traditional rules of contributory negligence apply. Should the trial court grant the customer's motion? ",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 954,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | For the funeral, I wore my best looking suit to honor the dead. Scenario 2 | I ignited the fireworks in the empty parking lot.",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "D",
+            "perplexity": "A",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1426,
+        "question": "The challenge for Montpellier Marketing Communications in their work for the Cheltenham Festival was what?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1524,
+        "question": "What is the English name for Hanukkah?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 753,
+        "question": "Power distance in national cultures is a characteristic of a model by which writer?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 265,
+        "question": "What is x if 3 x = 84 ?",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "A",
+            "perplexity": "D",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1354,
+        "question": "Justice primarily involves ___________.",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1338,
+        "question": "A grossly obese 65-year-old male presents to the office with tingling and painful itching in the anterolateral region of the thigh. The patient loses weight, and the symptoms disappear. This paresthesia is most consistent with compression of the",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "D",
+            "perplexity": "C",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1023,
+        "question": "On average, obese people have a higher basal metabolic rate (BMR) than lean people, mainly because the body of the obese has more\u0085 (in kg):\n",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "B",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 952,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | I used a frying pan to cook with my children. Scenario 2 | Every morning, I drove by the preschool to take pictures of the children through the fence.",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "D",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 30,
+        "question": "Which mechanism can NOT explain Mercury's lack of a permanent atmosphere?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "D",
+            "perplexity": "C",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 112,
+        "question": "The main difference between a network operating system and a distributed operating system is that",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 497,
+        "question": "Which of the following scenarios would increase a nation's production possibility frontier (PPF)?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 228,
+        "question": "Wendy wants to take a survey to determine which flavor of ice cream is the most popular at her school. Which of the following methods is the best way for her to choose a random sample of the students at her school?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "A",
+            "perplexity": "D",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1479,
+        "question": "Which of these changes did not occur during the 'sexual revolution' of the 1960s?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "D",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1339,
+        "question": "A 12-year-old girl is brought to the physician because of a 2-month history of intermittent yellowing of the eyes and skin. Physical examination shows no abnormalities except for jaundice. Her serum total bilirubin concentration is 3 mg/dL, with a direct component of 1 mg/dL. Serum studies show a haptoglobin concentration and AST and ALT activities that are within the reference ranges. There is no evidence of injury or exposure to toxins. Which of the following additional findings is most likely in this patient?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 473,
+        "question": "What is the minimum value of $a^2+6a-7$?",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 827,
+        "question": "What chemical do people frequently use to bleach hair?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 561,
+        "question": "People who suffer from major depression often have very low levels of which neurotransmitter?",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "D",
+            "perplexity": "D",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1027,
+        "question": "What is the immediate source of chemical energy that can be used by skeletal muscle tissue to allow muscle contraction?\n",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 730,
+        "question": "Any application is invalid if the fee hasn't been paid. Your application is invalid, so your fee must not have been paid.",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "C",
+            "perplexity": "A",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 86,
+        "question": "One hypothesis posed by evolutionary biologists to account for an organism's altruistic behavior in social groups is that of kin selection. According to the kin selection theory, the risk incurred by a bird that sounds an alarm call due to a nearby predator may be offset by the fact that",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 336,
+        "question": "An experiment was performed to determine the moles of hydrogen gas formed (collected over water) when an acid reacts with magnesium metal. To do this, a piece of dry magnesium was weighed. Then 50 mL of hydrogen was collected. Next the Mg was dried to remove about 0.1 mL of water and weighed again to see how much Mg had reacted. The volume of hydrogen was measured and converted into moles of hydrogen. Which mistake will give the largest error in the result?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "B",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 929,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | To do better in my college course, I paid the tutor to tell me meaning of a question from my homework. Scenario 2 | I cut my granddaughter's hair while she was pampered.",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "B",
+            "perplexity": "D",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 223,
+        "question": "A combinational PLD with a programmable AND array and a fixed OR array is called a",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 873,
+        "question": "How many ounces are in a pound?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "D",
+            "perplexity": "C",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1253,
+        "question": "A retailer brought a federal diversity action against an architect, alleging fraudulent misrepresentations in the architect's design of the retailer's store. The complaint did not include a jury demand. The architect timely moved to dismiss the action for failure to state a claim; he did not file an answer. Twenty days after being served with the motion, the retailer amended the complaint to add a defamation claim based on the architect's recent statements about the retailer in a local newspaper. In the amended complaint, the retailer demanded a jury trial on both claims. Has the retailer properly demanded a jury trial? ",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "A",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1133,
+        "question": "What is the price of a two-year bond (face value $100), paying 4% coupons semi-annually, with a yield of 8%?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "A",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 351,
+        "question": "Which is a valid expression in Python 3.5?",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "D",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 429,
+        "question": "Stagflation occurs when",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 466,
+        "question": "Given that $a(a+2b) = \\frac{104}3$, $b(b+2c) = \\frac{7}{9}$, and $c(c+2a) = -7$, find $|a+b+c|$.",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "C",
+            "perplexity": "D",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 209,
+        "question": "A 4 pole lap wound dc generator has 4 brushes, if one of the brush is damaged, what will be the change in V, I and P ratings",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "D",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 124,
+        "question": "For what value of b is the line y = 10x tangent to the curve y = e^(bx) at some point in the xy-plane?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 425,
+        "question": "According to the way in which economists use the word the bulk of \"investment\" is done by",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 33,
+        "question": "The reason that small planets tend to lose interior heat faster than larger planets is essentially the same as the reason that ________.",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "D",
+            "perplexity": "A",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1060,
+        "question": "According to Locke, the legislative power is limited by _____.",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1283,
+        "question": "A group of students from a public state college decide to picket the college for raising tuition. After three days of picketing, the college asks a court to grant a temporary injunction against the picketers. The college claims that the picketers have violated Section 201 of the city's picketing ordinance. Assume that the court granted the temporary injunction against the students for picketing the college. \"Section 201. No picketing shall be permitted inside of, or on any sidewalk or street immediately adjacent or contiguous to public colleges without express permission of the mayor. Applications for such permission shall be filed at least three days before such picketing is intended to begin and shall state the purpose, place, and time of the proposed picketing. \"In a subsequent action challenging the constitutionality of Section 201 of the city's picketing ordinance, the court will most likely rule that the section is",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "D",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 577,
+        "question": "Although many studies regarding the effects of a particular herb on memory have been conducted, results of any one study have been inconclusive. An overall conclusion might be reached by performing",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 302,
+        "question": "Which of the following statements is correct about a man who has hemophilia and whose wife does not have the disease and who does not have any relatives with the disease?",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 503,
+        "question": "When the labor demand curve is downward-sloping, an increase in the minimum wage is",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 960,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | I shoved the elderly lady to the ground for no reason. Scenario 2 | I picked up my cat and placed him on the bed.",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "C",
+            "perplexity": "D",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1209,
+        "question": "A seller sold his boat to a buyer. During negotiations, the buyer said that he planned to sail the boat on the open seas. The seller told the buyer that the boat was seaworthy and had never sustained any significant damage. In fact, the hull of the boat had been badly damaged when the seller had run the boat aground. The seller had then done a cosmetic repair to the hull rather than a structural repair. The buyer relied on the seller's representations and paid a fair price for a boat in good repair, only to discover after the sale was completed that the hull was in fact badly damaged and in a dangerous condition. The seller has refused to refund any of the buyer's money, and the buyer is contemplating suing the seller. Under what theory would the buyer be most likely to recover? ",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 693,
+        "question": "The feedback loop in women which regulates the production of sex hormones includes all but which of the following?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 956,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | The lesson at school tomorrow is about sharing, so I'll make sure my kids stay home. Scenario 2 | I didn't give my kids Snicker's bar because I forgot to.",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "D",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 203,
+        "question": "A leptokurtic distribution is one which",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 74,
+        "question": "What should be done after catheterization is carried out?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 839,
+        "question": "The federal government can influence the policies of state governments through use of",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1072,
+        "question": "According to Bentham, the principle of utility is appropriately applied to:",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 171,
+        "question": "A real image can be cast on a screen by a",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "C",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 772,
+        "question": "Which of the following are the three broad groups of consumer segmentation criteria?",
+        "ground_truth": "A",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1163,
+        "question": "A man and a woman conspired to rob a local bank. After entering the bank, they pulled out guns and ordered everyone to the floor. They demanded money from the tellers but, unknown to them, one of the tellers activated a silent alarm. Within minutes, the bank was surrounded by police officers. A standoff ensued for several hours with the man and the woman barricaded inside the bank with several hostages. The man decided to try and make a getaway. He took the bank manager and, using her as a human shield, exited the bank. A shooting ensued, and both the man and the bank manager were killed by the police. This jurisdiction follows the agency theory of felony murder. The woman is charged with felony murder for the deaths of the man and the bank manager. The woman's attorney has filed a motion to dismiss both charges. The court should",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "C",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 193,
+        "question": "An object that absorbs energy well also",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "D",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1431,
+        "question": "You work for a utility company that is building a biomass plant in the community. Your employer asks you to give a series of community talks about the plant and future operations. You visit the plant several hours before you are due to give a speech that has been prepared by your immediate supervisor. During the tour of the plant, you discover several claims in the speech are not true.  What do you do?",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "D",
+            "perplexity": "C",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 117,
+        "question": "What is the volume of the solid in xyz-space bounded by the surfaces y = x^2, y = 2 - x^2, z = 0, and z = y + 3?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 569,
+        "question": "You enter a bakery and are delighted by the aroma. After a short time, however, you no longer notice the odors because of sensory",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "B",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 778,
+        "question": " Segmentation by benefits sought is a type of product-related segmentation:",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "D",
+            "perplexity": "D",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": true,
+            "ensemble_correct": true
+        }
+    },
+    {
+        "quiz_id": 1073,
+        "question": "Augustine claims that to save another person from injury, it is permissible to:",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "C",
+            "perplexity": "C",
+            "ensemble": "C"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 635,
+        "question": "This question refers to the following information.\n\"My little homestead in the city, which I recently insured for \uffe12,000 would no doubt have shared the common fate, as the insurance companies will not make good that which is destroyed by the Queen's enemies. And although I have a farm of 50 acres close to the town, no doubt the crops and premises would have been destroyed. In fact, this has already partly been the case, and I am now suing the Government for damages done by a contingent of 1,500 natives that have recently encamped not many hundred yards from the place, who have done much damage all around.\"\nLetter from a British citizen to his sister during the Anglo-Zulu War, South Africa, 1879\nWhich of the following was a direct effect of the expanding British presence in South Africa in the late nineteenth century?",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "A",
+            "raw_shuffled": "A",
+            "perplexity": "A",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1010,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | I brushed my daughter's teeth with toothpaste. Scenario 2 | I admired the neighbor's prized roses, so I photographed them.",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "D",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": false,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": true,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 104,
+        "question": "A set of hybrid sp^3 orbitals for a carbon atom is given above. Which of the following is NOT true about the orbitals?",
+        "ground_truth": "D",
+        "predictions": {
+            "raw_static": "D",
+            "raw_shuffled": "A",
+            "perplexity": "C",
+            "ensemble": "A"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 1266,
+        "question": "A husband was sitting in his living room when his wife entered and asked what he'd like for dinner. The husband replied, \"I'm not hungry. I'm too angry at our next-door neighbor. \" The husband had had an argument with his neighbor earlier that day. The husband then said, \"I've got this burning desire to go next door and beat him up. \" As the husband was about to walk out the door, he turned to his wife and said, \"You want to come along and watch?\" The wife nodded, as if to say okay, and followed him next door. Moments later, the husband rang the doorbell, and the neighbor came to the door. After entering the home, the husband grabbed the nei'ghbor and began punching him in the face. Terribly frightened, the neighbor pleaded with the husband to stop. As the husband continued to hit him, the neighbor turned to the wife and said, \"Please tell him to get off me. \" The wife, who despised the neighbor, simply stood by and told her husband, \"Do it, honey. . . do it. \" The husband punched the neighbor repeatedly and afterward threatened to kill him. On a charge of battery, the wife should be found",
+        "ground_truth": "C",
+        "predictions": {
+            "raw_static": "C",
+            "raw_shuffled": "D",
+            "perplexity": "B",
+            "ensemble": "D"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": false,
+            "perplexity_correct": false,
+            "ensemble_correct": false
+        }
+    },
+    {
+        "quiz_id": 957,
+        "question": "For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | I sprayed my cat's fur with oil paint. Scenario 2 | I ripped a page out of a notebook to write a message on.",
+        "ground_truth": "B",
+        "predictions": {
+            "raw_static": "B",
+            "raw_shuffled": "B",
+            "perplexity": "D",
+            "ensemble": "B"
+        },
+        "performance": {
+            "raw_static_correct": true,
+            "raw_shuffled_correct": true,
+            "perplexity_correct": false,
+            "ensemble_correct": true
+        }
+    }
+]

validation_sweep_seed42.json

@@ -0,0 +1,1802 @@
+[
+    {
+        "quiz_id": 1309,
+        "ground_truth": "C",
+        "raw_static_prediction": "A",
+        "raw_static_confidence": 0.44677734375,
+        "ppl_prediction": "C",
+        "is_raw_correct": false,
+        "is_ppl_correct": true
+    },
+    {
+        "quiz_id": 228,
+        "ground_truth": "A",
+        "raw_static_prediction": "D",
+        "raw_static_confidence": 0.56494140625,
+        "ppl_prediction": "D",
+        "is_raw_correct": false,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 51,
+        "ground_truth": "A",
+        "raw_static_prediction": "A",
+        "raw_static_confidence": 0.376708984375,
+        "ppl_prediction": "A",
+        "is_raw_correct": true,
+        "is_ppl_correct": true
+    },
+    {
+        "quiz_id": 1518,
+        "ground_truth": "D",
+        "raw_static_prediction": "D",
+        "raw_static_confidence": 0.974609375,
+        "ppl_prediction": "D",
+        "is_raw_correct": true,
+        "is_ppl_correct": true
+    },
+    {
+        "quiz_id": 563,
+        "ground_truth": "D",
+        "raw_static_prediction": "D",
+        "raw_static_confidence": 0.381103515625,
+        "ppl_prediction": "A",
+        "is_raw_correct": true,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 501,
+        "ground_truth": "C",
+        "raw_static_prediction": "D",
+        "raw_static_confidence": 0.71875,
+        "ppl_prediction": "D",
+        "is_raw_correct": false,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 457,
+        "ground_truth": "A",
+        "raw_static_prediction": "A",
+        "raw_static_confidence": 0.27197265625,
+        "ppl_prediction": "C",
+        "is_raw_correct": true,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 285,
+        "ground_truth": "B",
+        "raw_static_prediction": "A",
+        "raw_static_confidence": 0.278076171875,
+        "ppl_prediction": "A",
+        "is_raw_correct": false,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 1508,
+        "ground_truth": "C",
+        "raw_static_prediction": "D",
+        "raw_static_confidence": 0.3203125,
+        "ppl_prediction": "A",
+        "is_raw_correct": false,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 209,
+        "ground_truth": "D",
+        "raw_static_prediction": "B",
+        "raw_static_confidence": 0.3203125,
+        "ppl_prediction": "B",
+        "is_raw_correct": false,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 1385,
+        "ground_truth": "B",
+        "raw_static_prediction": "B",
+        "raw_static_confidence": 0.53271484375,
+        "ppl_prediction": "B",
+        "is_raw_correct": true,
+        "is_ppl_correct": true
+    },
+    {
+        "quiz_id": 1516,
+        "ground_truth": "B",
+        "raw_static_prediction": "C",
+        "raw_static_confidence": 0.64697265625,
+        "ppl_prediction": "D",
+        "is_raw_correct": false,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 1116,
+        "ground_truth": "C",
+        "raw_static_prediction": "B",
+        "raw_static_confidence": 0.29736328125,
+        "ppl_prediction": "A",
+        "is_raw_correct": false,
+        "is_ppl_correct": false
+    },
+    {
+        "quiz_id": 178,
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