變更

On 2023年10月26日下午12:37:00 [+0800], 孟競傑:
Updated description of 俯拍牛隻識別模型 from
此資料集提供了從空中俯瞰的牛隻影像，並對每一頭牛隻進行了唯一標識。它包括了牛隻的不同角度、大小和外觀特徵。
to
此資料集提供了從空中俯瞰的牛隻影像，並對每一頭牛隻進行了唯一標識。它包括了牛隻的不同角度、大小和外觀特徵。資料集部分： 1.影像原始檔：影像來自國立中興大學動物科學系，以每秒一張進行影像擷取，擷取時間自2022年10月03日至2022年11月19日，共有2652張影像，每張影像檔案類型皆為jpg格式 2.影像標註檔：標註檔是透過人工的方式進行標註，如下圖所示，每張影像均標註完成，可直接使用，每個標註檔檔案名稱都對應到影像原始檔檔案名稱，共有2652檔標註檔，檔案類型為xml格式。 ![](https://hackmd.io/_uploads/Bkb93Dwfp.jpg) AI模型的部分：該模型目的是辨識每頭牛隻的身分，硬體需求需NVIDIA顯卡，軟體需求方面，操作系統Window10，程式語言Python3.8或以上，需安裝anaconda與cuda，且須安裝pytorch(https://pytorch.org/) 輸入檔案：影像原始檔，如下圖： ![](https://hackmd.io/_uploads/BJwaBIPM6.jpg) 輸入檔案：影像標註檔，如下圖： ![](https://hackmd.io/_uploads/BJ2HVIDz6.jpg) 輸出檔案：框選出物件之影像，如下圖： ![](https://hackmd.io/_uploads/HkkXIUPMT.jpg) 使用步驟： 1. 使用anaconda建立一個虛擬環境 2. 下載影像原始檔與影像標註檔，並解壓縮 3. 在cmd處執行pip install -r requirement.txt下載模型套件 4. 將要辨識的影像放至pythonProject\yolov7-main\temp路徑底下 5. 透過cmd執行python detect_cow_shed.py –weights exp51/weights/best.pt –source temp/ 6. 辨識結果之影像將存在”runs/detect/imgs-posture”路徑底下
              
    
          
          
        
        
            f 1 { f 1 {
            2   "aifiles": "[{\"cat\": \"Resilience to Attack and Security\",  2   "aifiles": "[{\"cat\": \"Resilience to Attack and Security\", 
            3 \"serial\": \"2-1\", \"question\":  3 \"serial\": \"2-1\", \"question\": 
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            5 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  5 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            6 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  6 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            7 {\"cat\": \"Stakeholder Participation\", \"serial\": \"5-10\",  7 {\"cat\": \"Stakeholder Participation\", \"serial\": \"5-10\", 
            8 \"question\":  8 \"question\": 
            9 07AI\\u7cfb\\u7d71\\u7684\\u8a2d\\u8a08\\u8207\\u958b\\u767c\\uff1f\",  9 07AI\\u7cfb\\u7d71\\u7684\\u8a2d\\u8a08\\u8207\\u958b\\u767c\\uff1f\", 
            10 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  10 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            11 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  11 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            12 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  12 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            13 \"serial\": \"2-17\", \"question\":  13 \"serial\": \"2-17\", \"question\": 
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            15 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  15 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            16 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  16 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            17 {\"cat\": \"Accuracy\", \"serial\": \"2-12\", \"question\":  17 {\"cat\": \"Accuracy\", \"serial\": \"2-12\", \"question\": 
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            19 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  19 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            20 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  20 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            21 {\"cat\": \"General Safety\", \"serial\": \"2-7\", \"question\":  21 {\"cat\": \"General Safety\", \"serial\": \"2-7\", \"question\": 
            22 98a8\\u96aa\\u6307\\u6a19\\u53ca\\u98a8\\u96aa\\u7b49\\u7d1a\\uff1f\",  22 98a8\\u96aa\\u6307\\u6a19\\u53ca\\u98a8\\u96aa\\u7b49\\u7d1a\\uff1f\", 
            23 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  23 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            24 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  24 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            25 {\"cat\": \"Impact on Society at large or Democracy\", \"serial\":  25 {\"cat\": \"Impact on Society at large or Democracy\", \"serial\": 
            26 \"6-8\", \"question\":  26 \"6-8\", \"question\": 
            27 6216\\u6c11\\u4e3b\\u7522\\u751f\\u8ca0\\u9762\\u5f71\\u97ff\\uff1f\",  27 6216\\u6c11\\u4e3b\\u7522\\u751f\\u8ca0\\u9762\\u5f71\\u97ff\\uff1f\", 
            28 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  28 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            29 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  29 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            30 {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-6\",  30 {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-6\", 
            31 \"question\":  31 \"question\": 
            32 4e2d\\u7684\\u5404\\u7a2e\\u504f\\u597d\\u53ca\\u80fd\\u529b\\uff1f\",  32 4e2d\\u7684\\u5404\\u7a2e\\u504f\\u597d\\u53ca\\u80fd\\u529b\\uff1f\", 
            33 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  33 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            34 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  34 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            35 {\"cat\": \"Explainability\", \"serial\": \"4-2\", \"question\":  35 {\"cat\": \"Explainability\", \"serial\": \"4-2\", \"question\": 
            36 05\\uff0c\\u89e3\\u91cbAI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\uff1f\",  36 05\\uff0c\\u89e3\\u91cbAI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\uff1f\", 
            37 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  37 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            38 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  38 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            39 {\"cat\": \"Traceability\", \"serial\": \"4-1\", \"question\":  39 {\"cat\": \"Traceability\", \"serial\": \"4-1\", \"question\": 
            40 671f\\u4e2d\\u7684\\u53ef\\u8ffd\\u6eaf\\u6027\\u554f\\u984c\\uff1f\",  40 671f\\u4e2d\\u7684\\u53ef\\u8ffd\\u6eaf\\u6027\\u554f\\u984c\\uff1f\", 
            41 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  41 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            42 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  42 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            43 {\"cat\": \"Environmental Well-being\", \"serial\": \"6-1\",  43 {\"cat\": \"Environmental Well-being\", \"serial\": \"6-1\", 
            44 \"question\":  44 \"question\": 
            45 6703\\u6709\\u6f5b\\u5728\\u7684\\u8ca0\\u9762\\u5f71\\u97ff\\uff1f\",  45 6703\\u6709\\u6f5b\\u5728\\u7684\\u8ca0\\u9762\\u5f71\\u97ff\\uff1f\", 
            46 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  46 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            47 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  47 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            48 {\"cat\": \"Risk Management\", \"serial\": \"7-3\", \"question\":  48 {\"cat\": \"Risk Management\", \"serial\": \"7-3\", \"question\": 
            49 502b\\u7406\\u8b70\\u984c\\u8207\\u554f\\u8cac\\u63aa\\u65bd\\uff1f\",  49 502b\\u7406\\u8b70\\u984c\\u8207\\u554f\\u8cac\\u63aa\\u65bd\\uff1f\", 
            50 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  50 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            51 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  51 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            52 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-1\",  52 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-1\", 
            53 \"question\":  53 \"question\": 
            54 751f\\u6216\\u52a0\\u5287\\u4e0d\\u516c\\u5e73\\u504f\\u898b\\uff1f\",  54 751f\\u6216\\u52a0\\u5287\\u4e0d\\u516c\\u5e73\\u504f\\u898b\\uff1f\", 
            55 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  55 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            56 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  56 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            57 {\"cat\": \"Auditability\", \"serial\": \"7-1\", \"question\":  57 {\"cat\": \"Auditability\", \"serial\": \"7-1\", \"question\": 
            58 \\u8a13\\u7df4\\u8cc7\\u6599\\u7684\\u4f86\\u6e90\\uff0c\\u4ee5\\u53ca  58 \\u8a13\\u7df4\\u8cc7\\u6599\\u7684\\u4f86\\u6e90\\uff0c\\u4ee5\\u53ca 
            59 AI  59 AI 
            60 53ca\\u8ca0\\u9762\\u5f71\\u97ff\\u7684\\u7d00\\u9304\\uff09\\uff1f\",  60 53ca\\u8ca0\\u9762\\u5f71\\u97ff\\u7684\\u7d00\\u9304\\uff09\\uff1f\", 
            61 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  61 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            62 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  62 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            63 {\"cat\": \"Data Governance\", \"serial\": \"3-3\", \"question\":  63 {\"cat\": \"Data Governance\", \"serial\": \"3-3\", \"question\": 
            64 09\\u5c0dAI\\u9032\\u884c\\u8a13\\u7df4\\u6216\\u958b\\u767c\\uff1f\",  64 09\\u5c0dAI\\u9032\\u884c\\u8a13\\u7df4\\u6216\\u958b\\u767c\\uff1f\", 
            65 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  65 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            66 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  66 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            67 {\"cat\": \"Human Oversight\", \"serial\": \"1-7\", \"question\":  67 {\"cat\": \"Human Oversight\", \"serial\": \"1-7\", \"question\": 
            68 2e\\u7cfb\\u7d71\\uff1f(\\u672c\\u984c\\u53ef\\u8907\\u9078)\\uff1a\",  68 2e\\u7cfb\\u7d71\\uff1f(\\u672c\\u984c\\u53ef\\u8907\\u9078)\\uff1a\", 
            69 \"answer\":  69 \"answer\": 
            70 in-the-Loop(HITL)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4ee5Human-on-the-loop  70 in-the-Loop(HITL)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4ee5Human-on-the-loop 
            71 (HOTL)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4ee5Human-in-command  71 (HOTL)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4ee5Human-in-command 
            72 (HIC)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4e0d\\u9069\\u7528\",  72 (HIC)\\u65b9\\u5f0f\\u76e3\\u7763|\\u4e0d\\u9069\\u7528\", 
            73 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  73 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            74 {\"cat\": \"Communication\", \"serial\": \"4-4\", \"question\":  74 {\"cat\": \"Communication\", \"serial\": \"4-4\", \"question\": 
            75 \"\\u5728\\u4e92\\u52d5\\u5f0fAI  75 \"\\u5728\\u4e92\\u52d5\\u5f0fAI 
            76 7d71\\u4e92\\u52d5\\uff0c\\u800c\\u4e0d\\u662f\\u4eba\\u985e\\uff1f\",  76 7d71\\u4e92\\u52d5\\uff0c\\u800c\\u4e0d\\u662f\\u4eba\\u985e\\uff1f\", 
            77 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  77 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            78 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  78 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            79 {\"cat\": \"Privacy\", \"serial\": \"3-1\", \"question\":  79 {\"cat\": \"Privacy\", \"serial\": \"3-1\", \"question\": 
            80 53ca\\u8cc7\\u6599\\u4fdd\\u8b77\\u6b0a\\u7684\\u5f71\\u97ff\\uff1f\",  80 53ca\\u8cc7\\u6599\\u4fdd\\u8b77\\u6b0a\\u7684\\u5f71\\u97ff\\uff1f\", 
            81 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  81 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            82 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  82 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            83 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-3\",  83 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-3\", 
            84 \"question\":  84 \"question\": 
            85 985e\\u7684\\u8077\\u696d\\u53ca\\u5de5\\u4f5c\\u5b89\\u6392\\uff1f\",  85 985e\\u7684\\u8077\\u696d\\u53ca\\u5de5\\u4f5c\\u5b89\\u6392\\uff1f\", 
            86 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  86 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            87 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  87 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            88 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1\",  88 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1\", 
            89 \"question\":  89 \"question\": 
            90 97ff\\u4eba\\u985e\\u6216\\u793e\\u6703\\u7684\\u6c7a\\u7b56\\uff1f\",  90 97ff\\u4eba\\u985e\\u6216\\u793e\\u6703\\u7684\\u6c7a\\u7b56\\uff1f\", 
            91 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  91 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            92 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  92 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            93 {\"cat\": \"Environmental Well-being\", \"serial\": \"6-1-1\",  93 {\"cat\": \"Environmental Well-being\", \"serial\": \"6-1-1\", 
            94 \"question\":  94 \"question\": 
            95 5225\\u51fa\\u54ea\\u4e9b\\u6f5b\\u5728\\u7684\\u5f71\\u97ff\\uff1f\",  95 5225\\u51fa\\u54ea\\u4e9b\\u6f5b\\u5728\\u7684\\u5f71\\u97ff\\uff1f\", 
            96 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  96 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            97 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  97 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            98 {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-7\",  98 {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-7\", 
            99 \"question\":  99 \"question\": 
            100 88ab\\u6392\\u65a5\\u5728\\u5916\\u7684\\u4eba\\u4f7f\\u7528\\uff1f\",  100 88ab\\u6392\\u65a5\\u5728\\u5916\\u7684\\u4eba\\u4f7f\\u7528\\uff1f\", 
            101 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  101 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            102 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  102 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            103 {\"cat\": \"Risk Management\", \"serial\": \"7-3-1\", \"question\":  103 {\"cat\": \"Risk Management\", \"serial\": \"7-3-1\", \"question\": 
            104 53ea\\u9650\\u65bc\\u7cfb\\u7d71\\u958b\\u767c\\u968e\\u6bb5\\uff1f\",  104 53ea\\u9650\\u65bc\\u7cfb\\u7d71\\u958b\\u767c\\u968e\\u6bb5\\uff1f\", 
            105 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  105 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            106 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  106 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            107 {\"cat\": \"Auditability\", \"serial\": \"7-2\", \"question\":  107 {\"cat\": \"Auditability\", \"serial\": \"7-2\", \"question\": 
            108 7368\\u7acb\\u7b2c\\u4e09\\u65b9\\u9032\\u884c\\u7a3d\\u6838\\uff1f\",  108 7368\\u7acb\\u7b2c\\u4e09\\u65b9\\u9032\\u884c\\u7a3d\\u6838\\uff1f\", 
            109 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  109 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            110 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  110 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            111 {\"cat\": \"Human Oversight\", \"serial\": \"1-8\", \"question\":  111 {\"cat\": \"Human Oversight\", \"serial\": \"1-8\", \"question\": 
            112 \"\\u5c0d\\u65bc\\u4ee5HITL \\u3001HOTL  112 \"\\u5c0d\\u65bc\\u4ee5HITL \\u3001HOTL 
            113 662f\\u5426\\u63d0\\u4f9b\\u7279\\u5b9a\\u7684\\u57f9\\u8a13\\uff1f\",  113 662f\\u5426\\u63d0\\u4f9b\\u7279\\u5b9a\\u7684\\u57f9\\u8a13\\uff1f\", 
            114 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  114 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            115 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  115 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            116 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-2\",  116 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-2\", 
            117 \"question\":  117 \"question\": 
            118 7b26\\u5408\\u7279\\u5b9a\\u7684\\u5b89\\u5168\\u6a19\\u6e96\\uff1f\",  118 7b26\\u5408\\u7279\\u5b9a\\u7684\\u5b89\\u5168\\u6a19\\u6e96\\uff1f\", 
            119 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  119 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            120 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  120 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            121 {\"cat\": \"Impact on Society at large or Democracy\", \"serial\":  121 {\"cat\": \"Impact on Society at large or Democracy\", \"serial\": 
            122 \"6-8-1\", \"question\":  122 \"6-8-1\", \"question\": 
            123 6703\\u6574\\u9ad4\\uff09\\u7684\\u793e\\u6703\\u5f71\\u97ff\\uff1f\",  123 6703\\u6574\\u9ad4\\uff09\\u7684\\u793e\\u6703\\u5f71\\u97ff\\uff1f\", 
            124 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  124 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            125 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  125 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            126 {\"cat\": \"General Safety\", \"serial\": \"2-7-1\", \"question\":  126 {\"cat\": \"General Safety\", \"serial\": \"2-7-1\", \"question\": 
            127 6301\\u7e8c\\u8861\\u91cf\\u53ca\\u8a55\\u4f30\\u98a8\\u96aa\\uff1f\",  127 6301\\u7e8c\\u8861\\u91cf\\u53ca\\u8a55\\u4f30\\u98a8\\u96aa\\uff1f\", 
            128 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  128 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            129 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  129 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            130 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-4\",  130 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-4\", 
            131 \"question\":  131 \"question\": 
            132 54e1\\u6703\\uff09\\uff0c\\u4e26\\u8207\\u4e4b\\u5354\\u5546\\uff1f\",  132 54e1\\u6703\\uff09\\uff0c\\u4e26\\u8207\\u4e4b\\u5354\\u5546\\uff1f\", 
            133 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  133 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            134 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  134 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            135 {\"cat\": \"Accuracy\", \"serial\": \"2-13\", \"question\":  135 {\"cat\": \"Accuracy\", \"serial\": \"2-13\", \"question\": 
            136 8868\\u6240\\u90e8\\u7f72\\u7684\\u7cfb\\u7d71\\u74b0\\u5883\\uff1f\",  136 8868\\u6240\\u90e8\\u7f72\\u7684\\u7cfb\\u7d71\\u74b0\\u5883\\uff1f\", 
            137 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  137 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            138 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  138 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            139 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  139 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            140 \"serial\": \"2-17-1\", \"question\":  140 \"serial\": \"2-17-1\", \"question\": 
            141 \\u78ba\\u5b9a\\u7fa9\\u7684\\u6d41\\u7a0b\\uff0c\\u4ee5\\u76e3\\u63a7  141 \\u78ba\\u5b9a\\u7fa9\\u7684\\u6d41\\u7a0b\\uff0c\\u4ee5\\u76e3\\u63a7 
            142 7d71\\u662f\\u5426\\u9054\\u5230\\u9810\\u671f\\u76ee\\u6a19\\uff1f\",  142 7d71\\u662f\\u5426\\u9054\\u5230\\u9810\\u671f\\u76ee\\u6a19\\uff1f\", 
            143 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  143 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            144 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  144 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            145 {\"cat\": \"Privacy\", \"serial\": \"3-2\", \"question\":  145 {\"cat\": \"Privacy\", \"serial\": \"3-2\", \"question\": 
            146 7cfb\\u7d71\\u7684\\u96b1\\u79c1\\u76f8\\u95dc\\u554f\\u984c\\uff1f\",  146 7cfb\\u7d71\\u7684\\u96b1\\u79c1\\u76f8\\u95dc\\u554f\\u984c\\uff1f\", 
            147 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  147 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            148 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  148 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            149 {\"cat\": \"Data Governance\", \"serial\": \"3-4\", \"question\":  149 {\"cat\": \"Data Governance\", \"serial\": \"3-4\", \"question\": 
            150 84\\u5f37\\u5236\\u6027\\u63aa\\u65bd\\uff1f(\\u53ef\\u8907\\u9078)\",  150 84\\u5f37\\u5236\\u6027\\u63aa\\u65bd\\uff1f(\\u53ef\\u8907\\u9078)\", 
            151 \"answer\":  151 \"answer\": 
            152 9(\\u5305\\u542b\\u7279\\u7a2e\\u8cc7\\u6599)|\\u4e0d\\u9069\\u7528\",  152 9(\\u5305\\u542b\\u7279\\u7a2e\\u8cc7\\u6599)|\\u4e0d\\u9069\\u7528\", 
            153 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  153 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            154 {\"cat\": \"Traceability\", \"serial\": \"4-1-1\", \"question\":  154 {\"cat\": \"Traceability\", \"serial\": \"4-1-1\", \"question\": 
            155 38\\u5165AI\\u7cfb\\u7d71\\u8cc7\\u6599\\u7684\\u54c1\\u8cea\\uff1f\",  155 38\\u5165AI\\u7cfb\\u7d71\\u8cc7\\u6599\\u7684\\u54c1\\u8cea\\uff1f\", 
            156 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  156 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            157 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  157 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            158 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1-1\",  158 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1-1\", 
            159 \"question\":  159 \"question\": 
            160 \\u5426\\u4f7f\\u7d42\\u7aef\\u4f7f\\u7528\\u8005\\u6216\\u4e3b\\u9ad4  160 \\u5426\\u4f7f\\u7d42\\u7aef\\u4f7f\\u7528\\u8005\\u6216\\u4e3b\\u9ad4 
            161 3ef\\u80fd\\u4e0d\\u77e5\\u9053\\u6216\\u611f\\u5230\\u56f0\\u60d1)\",  161 3ef\\u80fd\\u4e0d\\u77e5\\u9053\\u6216\\u611f\\u5230\\u56f0\\u60d1)\", 
            162 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  162 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            163 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  163 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            164 {\"cat\": \"Explainability\", \"serial\": \"4-3\", \"question\":  164 {\"cat\": \"Explainability\", \"serial\": \"4-3\", \"question\": 
            165 2f\\u5426\\u4e86\\u89e3AI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\uff1f\",  165 2f\\u5426\\u4e86\\u89e3AI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\uff1f\", 
            166 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  166 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            167 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  167 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            168 {\"cat\": \"Communication\", \"serial\": \"4-5\", \"question\":  168 {\"cat\": \"Communication\", \"serial\": \"4-5\", \"question\": 
            169 76ee\\u7684\\u3001\\u6a19\\u6e96\\u8207\\u4fb7\\u9650\\u6027\\uff1f\",  169 76ee\\u7684\\u3001\\u6a19\\u6e96\\u8207\\u4fb7\\u9650\\u6027\\uff1f\", 
            170 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  170 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            171 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  171 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            172 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2\",  172 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2\", 
            173 \"question\":  173 \"question\": 
            174 9ad4\\u7684\\u591a\\u6a23\\u6027\\u53ca\\u4ee3\\u8868\\u6027\\uff1f\",  174 9ad4\\u7684\\u591a\\u6a23\\u6027\\u53ca\\u4ee3\\u8868\\u6027\\uff1f\", 
            175 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  175 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            176 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  176 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            177 {\"cat\": \"Human Oversight\", \"serial\": \"1-9\", \"question\":  177 {\"cat\": \"Human Oversight\", \"serial\": \"1-9\", \"question\": 
            178 5efa\\u7acb\\u5075\\u6e2c\\u53ca\\u53cd\\u61c9\\u6a5f\\u5236\\uff1f\",  178 5efa\\u7acb\\u5075\\u6e2c\\u53ca\\u53cd\\u61c9\\u6a5f\\u5236\\uff1f\", 
            179 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  179 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            180 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  180 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            181 {\"cat\": \"Communication\", \"serial\": \"4-5-1\", \"question\":  181 {\"cat\": \"Communication\", \"serial\": \"4-5-1\", \"question\": 
            182 28\\u8005\\u6e9d\\u901aAI\\u7cfb\\u7d71\\u7684\\u597d\\u8655\\uff1f\",  182 28\\u8005\\u6e9d\\u901aAI\\u7cfb\\u7d71\\u7684\\u597d\\u8655\\uff1f\", 
            183 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  183 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            184 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  184 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            185 {\"cat\": \"General Safety\", \"serial\": \"2-7-2\", \"question\":  185 {\"cat\": \"General Safety\", \"serial\": \"2-7-2\", \"question\": 
            186 0cAI\\u73fe\\u6709\\u6216\\u6f5b\\u5728\\u7684\\u98a8\\u96aa\\uff1f\",  186 0cAI\\u73fe\\u6709\\u6216\\u6f5b\\u5728\\u7684\\u98a8\\u96aa\\uff1f\", 
            187 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  187 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            188 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  188 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            189 {\"cat\": \"Impact on Society at large or Democracy\", \"serial\":  189 {\"cat\": \"Impact on Society at large or Democracy\", \"serial\": 
            190 \"6-8-2\", \"question\":  190 \"6-8-2\", \"question\": 
            191 5728\\u793e\\u6703\\u5371\\u5bb3\\u964d\\u5230\\u6700\\u4f4e\\uff1f\",  191 5728\\u793e\\u6703\\u5371\\u5bb3\\u964d\\u5230\\u6700\\u4f4e\\uff1f\", 
            192 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  192 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            193 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  193 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            194 {\"cat\": \"Data Governance\", \"serial\": \"3-4-1\", \"question\":  194 {\"cat\": \"Data Governance\", \"serial\": \"3-4-1\", \"question\": 
            195 0d\\u7d0d\\u5165AI\\u7cfb\\u7d71\\u7684\\u958b\\u767c\\u4e2d\\uff1f\",  195 0d\\u7d0d\\u5165AI\\u7cfb\\u7d71\\u7684\\u958b\\u767c\\u4e2d\\uff1f\", 
            196 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  196 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            197 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  197 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            198 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  198 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            199 \"serial\": \"2-17-2\", \"question\":  199 \"serial\": \"2-17-2\", \"question\": 
            200 8003\\u616e\\uff0c\\u4ee5\\u78ba\\u4fdd\\u518d\\u73fe\\u6027\\uff1f\",  200 8003\\u616e\\uff0c\\u4ee5\\u78ba\\u4fdd\\u518d\\u73fe\\u6027\\uff1f\", 
            201 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  201 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            202 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  202 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            203 {\"cat\": \"Traceability\", \"serial\": \"4-1-2\", \"question\":  203 {\"cat\": \"Traceability\", \"serial\": \"4-1-2\", \"question\": 
            204 505a\\u51fa\\u7279\\u5b9a\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\",  204 505a\\u51fa\\u7279\\u5b9a\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", 
            205 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  205 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            206 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  206 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            207 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-1\",  207 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-1\", 
            208 \"question\":  208 \"question\": 
            209 7528\\u6848\\u4f8b\\uff0c\\u4f86\\u9032\\u884c\\u6e2c\\u8a66\\uff1f\",  209 7528\\u6848\\u4f8b\\uff0c\\u4f86\\u9032\\u884c\\u6e2c\\u8a66\\uff1f\", 
            210 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  210 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            211 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  211 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            212 {\"cat\": \"Risk Management\", \"serial\": \"7-4\", \"question\":  212 {\"cat\": \"Risk Management\", \"serial\": \"7-4\", \"question\": 
            213 662f\\u5426\\u6703\\u7c4c\\u8fa6\\u98a8\\u96aa\\u57f9\\u8a13\\uff1f\",  213 662f\\u5426\\u6703\\u7c4c\\u8fa6\\u98a8\\u96aa\\u57f9\\u8a13\\uff1f\", 
            214 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  214 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            215 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  215 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            216 {\"cat\": \"Accuracy\", \"serial\": \"2-14\", \"question\":  216 {\"cat\": \"Accuracy\", \"serial\": \"2-14\", \"question\": 
            217 04AI\\u7cfb\\u7d71\\u6e96\\u78ba\\u6027\\u4e4b\\u6b65\\u9a5f\\uff1f\",  217 04AI\\u7cfb\\u7d71\\u6e96\\u78ba\\u6027\\u4e4b\\u6b65\\u9a5f\\uff1f\", 
            218 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  218 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            219 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  219 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            220 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1-2\",  220 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-1-2\", 
            221 \"question\":  221 \"question\": 
            222 2f\\u6e90\\u81eaAI\\u6f14\\u7b97\\u6cd5\\u7684\\u6c7a\\u7b56\\uff1f\",  222 2f\\u6e90\\u81eaAI\\u6f14\\u7b97\\u6cd5\\u7684\\u6c7a\\u7b56\\uff1f\", 
            223 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  223 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            224 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  224 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            225 {\"cat\": \"Accessibility and Universal Design\", \"serial\":  225 {\"cat\": \"Accessibility and Universal Design\", \"serial\": 
            226 \"5-7-1\", \"question\":  226 \"5-7-1\", \"question\": 
            227 7684\\u8cc7\\u8a0a\\u53ca\\u4f7f\\u7528\\u8005\\u754c\\u9762\\uff1f\",  227 7684\\u8cc7\\u8a0a\\u53ca\\u4f7f\\u7528\\u8005\\u754c\\u9762\\uff1f\", 
            228 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  228 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            229 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  229 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            230 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-5\",  230 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-5\", 
            231 \"question\":  231 \"question\": 
            232 7684\\u5f71\\u97ff\\uff0c\\u88ab\\u5145\\u5206\\u77ad\\u89e3\\uff1f\",  232 7684\\u5f71\\u97ff\\uff0c\\u88ab\\u5145\\u5206\\u77ad\\u89e3\\uff1f\", 
            233 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  233 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            234 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  234 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            235 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-3\",  235 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-3\", 
            236 \"question\":  236 \"question\": 
            237 8def\\u653b\\u64ca\\u7684\\u98a8\\u96aa\\u6709\\u591a\\u5927\\uff1f\",  237 8def\\u653b\\u64ca\\u7684\\u98a8\\u96aa\\u6709\\u591a\\u5927\\uff1f\", 
            238 \"answer\":  238 \"answer\": 
            239 \u5927|\\u5927|\\u4e2d|\\u5c0f|\\u5f88\\u5c0f|\\u4e0d\\u9069\\u7528\",  239 \u5927|\\u5927|\\u4e2d|\\u5c0f|\\u5f88\\u5c0f|\\u4e0d\\u9069\\u7528\", 
            240 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  240 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            241 {\"cat\": \"Environmental Well-being\", \"serial\": \"6-2\",  241 {\"cat\": \"Environmental Well-being\", \"serial\": \"6-2\", 
            242 \"question\":  242 \"question\": 
            243 653e\\u91cf\\uff09\\u5c0d\\u74b0\\u5883\\u7684\\u5f71\\u97ff\\uff1f\",  243 653e\\u91cf\\uff09\\u5c0d\\u74b0\\u5883\\u7684\\u5f71\\u97ff\\uff1f\", 
            244 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  244 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            245 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  245 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            246 {\"cat\": \"Accessibility and Universal Design\", \"serial\":  246 {\"cat\": \"Accessibility and Universal Design\", \"serial\": 
            247 \"5-7-2\", \"question\":  247 \"5-7-2\", \"question\": 
            248 4e3b\\u9ad4\\uff0c\\u4f86\\u53c3\\u8207\\u6216\\u8aee\\u8a62\\uff1f\",  248 4e3b\\u9ad4\\uff0c\\u4f86\\u53c3\\u8207\\u6216\\u8aee\\u8a62\\uff1f\", 
            249 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  249 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            250 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  250 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            251 {\"cat\": \"Resilience to Attack and Security\", \"serial\":  251 {\"cat\": \"Resilience to Attack and Security\", \"serial\": 
            252 \"2-3-1\", \"question\":  252 \"2-3-1\", \"question\": 
            253 53d7\\u5230\\u653b\\u64ca\\u7684\\u6f5b\\u5728\\u5f62\\u5f0f\\uff1f\",  253 53d7\\u5230\\u653b\\u64ca\\u7684\\u6f5b\\u5728\\u5f62\\u5f0f\\uff1f\", 
            254 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  254 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            255 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  255 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            256 {\"cat\": \"Communication\", \"serial\": \"4-5-2\", \"question\":  256 {\"cat\": \"Communication\", \"serial\": \"4-5-2\", \"question\": 
            257 176\\u6e96\\u78ba\\u5ea6\\u8207/\\u6216\\u932f\\u8aa4\\u7387\\uff1f\",  257 176\\u6e96\\u78ba\\u5ea6\\u8207/\\u6216\\u932f\\u8aa4\\u7387\\uff1f\", 
            258 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  258 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            259 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  259 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            260 {\"cat\": \"Accuracy\", \"serial\": \"2-15\", \"question\":  260 {\"cat\": \"Accuracy\", \"serial\": \"2-15\", \"question\": 
            261 a13\\u7df4\\u7684\\u8cc7\\u6599\\u6216\\u5047\\u8a2d\\u5931\\u6548?\",  261 a13\\u7df4\\u7684\\u8cc7\\u6599\\u6216\\u5047\\u8a2d\\u5931\\u6548?\", 
            262 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  262 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            263 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  263 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            264 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  264 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            265 \"serial\": \"2-18\", \"question\":  265 \"serial\": \"2-18\", \"question\": 
            266 8207\\u518d\\u73fe\\u6027\\u7684\\u4e0d\\u540c\\u9762\\u5411\\uff1f\",  266 8207\\u518d\\u73fe\\u6027\\u7684\\u4e0d\\u540c\\u9762\\u5411\\uff1f\", 
            267 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  267 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            268 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  268 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            269 {\"cat\": \"Human Oversight\", \"serial\": \"1-10\", \"question\":  269 {\"cat\": \"Human Oversight\", \"serial\": \"1-10\", \"question\": 
            270 8981\\u6642\\u5b89\\u5168\\u5730\\u4e2d\\u6b62\\u64cd\\u4f5c\\uff1f\",  270 8981\\u6642\\u5b89\\u5168\\u5730\\u4e2d\\u6b62\\u64cd\\u4f5c\\uff1f\", 
            271 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  271 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            272 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  272 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            273 {\"cat\": \"Environmental Well-being\", \"serial\": \"6-2-1\",  273 {\"cat\": \"Environmental Well-being\", \"serial\": \"6-2-1\", 
            274 \"question\":  274 \"question\": 
            275 671f\\u5167\\uff0c\\u5c0d\\u74b0\\u5883\\u7684\\u5f71\\u97ff\\uff1f\",  275 671f\\u5167\\uff0c\\u5c0d\\u74b0\\u5883\\u7684\\u5f71\\u97ff\\uff1f\", 
            276 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  276 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            277 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  277 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            278 {\"cat\": \"Impact on Society at large or Democracy\", \"serial\":  278 {\"cat\": \"Impact on Society at large or Democracy\", \"serial\": 
            279 \"6-8-3\", \"question\":  279 \"6-8-3\", \"question\": 
            280 4e3b\\u4e0d\\u6703\\u7522\\u751f\\u8ca0\\u9762\\u5f71\\u97ff\\uff1f\",  280 4e3b\\u4e0d\\u6703\\u7522\\u751f\\u8ca0\\u9762\\u5f71\\u97ff\\uff1f\", 
            281 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  281 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            282 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  282 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            283 {\"cat\": \"Data Governance\", \"serial\": \"3-4-2\", \"question\":  283 {\"cat\": \"Data Governance\", \"serial\": \"3-4-2\", \"question\": 
            284 500b\\u4eba\\u8cc7\\u6599\\u4fdd\\u8b77\\u7684\\u5f71\\u97ff\\uff1f\",  284 500b\\u4eba\\u8cc7\\u6599\\u4fdd\\u8b77\\u7684\\u5f71\\u97ff\\uff1f\", 
            285 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  285 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            286 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  286 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            287 {\"cat\": \"Traceability\", \"serial\": \"4-1-3\", \"question\":  287 {\"cat\": \"Traceability\", \"serial\": \"4-1-3\", \"question\": 
            288 7d71\\u505a\\u51fa\\u8a72\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\",  288 7d71\\u505a\\u51fa\\u8a72\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", 
            289 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  289 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            290 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  290 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            291 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-2\",  291 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-2\", 
            292 \"question\":  292 \"question\": 
            293 3001\\u6a21\\u578b\\u8207\\u6027\\u80fd\\u7684\\u7406\\u89e3\\uff1f\",  293 3001\\u6a21\\u578b\\u8207\\u6027\\u80fd\\u7684\\u7406\\u89e3\\uff1f\", 
            294 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  294 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            295 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  295 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            296 {\"cat\": \"Risk Management\", \"serial\": \"7-4-1\", \"question\":  296 {\"cat\": \"Risk Management\", \"serial\": \"7-4-1\", \"question\": 
            297 28\\u65bcAI\\u7cfb\\u7d71\\u7684\\u6cd5\\u5f8b\\u898f\\u7bc4\\uff1f\",  297 28\\u65bcAI\\u7cfb\\u7d71\\u7684\\u6cd5\\u5f8b\\u898f\\u7bc4\\uff1f\", 
            298 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  298 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            299 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  299 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            300 {\"cat\": \"General Safety\", \"serial\": \"2-8\", \"question\":  300 {\"cat\": \"General Safety\", \"serial\": \"2-8\", \"question\": 
            301 5a01\\u8105\\uff09\\u53ca\\u53ef\\u80fd\\u7684\\u5f8c\\u679c\\uff1f\",  301 5a01\\u8105\\uff09\\u53ca\\u53ef\\u80fd\\u7684\\u5f8c\\u679c\\uff1f\", 
            302 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  302 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            303 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  303 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            304 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-2\",  304 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-2\", 
            305 \"question\":  305 \"question\": 
            306 07AI\\u4e92\\u52d5\\u300d\\uff0c\\u7522\\u751f\\u6df7\\u6dc6\\uff1f\",  306 07AI\\u4e92\\u52d5\\u300d\\uff0c\\u7522\\u751f\\u6df7\\u6dc6\\uff1f\", 
            307 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  307 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            308 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  308 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            309 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-5-1\",  309 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-5-1\", 
            310 \"question\":  310 \"question\": 
            311 5177\\u6709\\u8207\\u4e0d\\u5177\\u6709\\u7684\\u80fd\\u529b\\uff1f\",  311 5177\\u6709\\u8207\\u4e0d\\u5177\\u6709\\u7684\\u80fd\\u529b\\uff1f\", 
            312 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  312 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            313 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  313 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            314 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-3\",  314 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-3\", 
            315 \"question\":  315 \"question\": 
            316 8868\\u6027\\uff09\\u800c\\u5c0e\\u81f4\\u7684\\u504f\\u898b\\uff1f\",  316 8868\\u6027\\uff09\\u800c\\u5c0e\\u81f4\\u7684\\u504f\\u898b\\uff1f\", 
            317 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  317 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            318 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  318 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            319 {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-8\",  319 {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-8\", 
            320 \"question\":  320 \"question\": 
            321 ff0c\\u8003\\u616e\\u901a\\u7528\\u8a2d\\u8a08\\u539f\\u5247(Universal  321 ff0c\\u8003\\u616e\\u901a\\u7528\\u8a2d\\u8a08\\u539f\\u5247(Universal 
            322 Design principles)\\uff1f\", \"answer\":  322 Design principles)\\uff1f\", \"answer\": 
            323 \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  323 \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            324 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  324 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            325 {\"cat\": \"Human Oversight\", \"serial\": \"1-11\", \"question\":  325 {\"cat\": \"Human Oversight\", \"serial\": \"1-11\", \"question\": 
            326 5b78\\u7fd2\\u6216\\u81ea\\u4e3b\\u6027\\u7684\\u7279\\u8cea\\uff1f\",  326 5b78\\u7fd2\\u6216\\u81ea\\u4e3b\\u6027\\u7684\\u7279\\u8cea\\uff1f\", 
            327 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  327 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            328 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  328 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            329 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  329 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            330 \"serial\": \"2-18-1\", \"question\":  330 \"serial\": \"2-18-1\", \"question\": 
            331 8cf4\\u6027\\u53ca\\u518d\\u73fe\\u6027\\u7684\\u6d41\\u7a0b\\uff1f\",  331 8cf4\\u6027\\u53ca\\u518d\\u73fe\\u6027\\u7684\\u6d41\\u7a0b\\uff1f\", 
            332 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  332 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            333 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  333 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            334 {\"cat\": \"Resilience to Attack and Security\", \"serial\":  334 {\"cat\": \"Resilience to Attack and Security\", \"serial\": 
            335 \"2-3-2\", \"question\":  335 \"2-3-2\", \"question\": 
            336 28\\u7684\\u653b\\u64ca\\u9ede\\u70ba\\uff1a(\\u53ef\\u8907\\u9078)\",  336 28\\u7684\\u653b\\u64ca\\u9ede\\u70ba\\uff1a(\\u53ef\\u8907\\u9078)\", 
            337 \"answer\": \"\\u8907\\u9078^\\u8cc7\\u6599\\u6c61\\u67d3\\uff08Data  337 \"answer\": \"\\u8907\\u9078^\\u8cc7\\u6599\\u6c61\\u67d3\\uff08Data 
            338 poisoning,  338 poisoning, 
            339 3\\u7df4\\u8cc7\\u6599\\uff09|\\u6a21\\u578b\\u898f\\u907f\\uff08Model  339 3\\u7df4\\u8cc7\\u6599\\uff09|\\u6a21\\u578b\\u898f\\u907f\\uff08Model 
            340 evasion,  340 evasion, 
            341 6\\u985e\\uff09|\\u6a21\\u578b\\u9006\\u5411\\u653b\\u64ca\\uff08Model  341 6\\u985e\\uff09|\\u6a21\\u578b\\u9006\\u5411\\u653b\\u64ca\\uff08Model 
            342 inversion,  342 inversion, 
            343 3a8\\u65b7\\u6a21\\u578b\\u53c3\\u6578\\uff09|\\u4e0d\\u9069\\u7528\",  343 3a8\\u65b7\\u6a21\\u578b\\u53c3\\u6578\\uff09|\\u4e0d\\u9069\\u7528\", 
            344 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  344 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            345 {\"cat\": \"Risk Management\", \"serial\": \"7-5\", \"question\":  345 {\"cat\": \"Risk Management\", \"serial\": \"7-5\", \"question\": 
            346 5728\\u4e0d\\u660e\\u78ba\\u7684\\u7070\\u8272\\u5730\\u5e36\\uff1f\",  346 5728\\u4e0d\\u660e\\u78ba\\u7684\\u7070\\u8272\\u5730\\u5e36\\uff1f\", 
            347 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  347 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            348 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  348 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            349 {\"cat\": \"Communication\", \"serial\": \"4-5-3\", \"question\":  349 {\"cat\": \"Communication\", \"serial\": \"4-5-3\", \"question\": 
            350 57f9\\u8a13\\u8cc7\\u6599\\u8207\\u514d\\u8cac\\u8072\\u660e\\uff1f\",  350 57f9\\u8a13\\u8cc7\\u6599\\u8207\\u514d\\u8cac\\u8072\\u660e\\uff1f\", 
            351 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  351 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            352 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  352 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            353 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-2-1\",  353 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-2-1\", 
            354 \"question\":  354 \"question\": 
            355 d6\\u5011\\u6b63\\u5728\\u8207AI\\u7cfb\\u7d71\\u4e92\\u52d5\\uff1f\",  355 d6\\u5011\\u6b63\\u5728\\u8207AI\\u7cfb\\u7d71\\u4e92\\u52d5\\uff1f\", 
            356 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  356 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            357 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  357 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            358 {\"cat\": \"Data Governance\", \"serial\": \"3-5\", \"question\":  358 {\"cat\": \"Data Governance\", \"serial\": \"3-5\", \"question\": 
            359 79c1\\u53ca\\u8cc7\\u6599\\u4fdd\\u8b77\\u7684\\u5f71\\u97ff\\uff1f\",  359 79c1\\u53ca\\u8cc7\\u6599\\u4fdd\\u8b77\\u7684\\u5f71\\u97ff\\uff1f\", 
            360 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  360 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            361 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  361 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            362 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-6\",  362 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-6\", 
            363 \"question\":  363 \"question\": 
            364 2f\\u5426\\u6709\\u52de\\u52d5\\u529b\\u53bb\\u6280\\u8853\\u5316(risk  364 2f\\u5426\\u6709\\u52de\\u52d5\\u529b\\u53bb\\u6280\\u8853\\u5316(risk 
            365 of de-skilling of the workforce)\\u7684\\u98a8\\u96aa\\uff1f\",  365 of de-skilling of the workforce)\\u7684\\u98a8\\u96aa\\uff1f\", 
            366 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  366 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            367 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  367 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            368 {\"cat\": \"Traceability\", \"serial\": \"4-1-4\", \"question\":  368 {\"cat\": \"Traceability\", \"serial\": \"4-1-4\", \"question\": 
            369 55\\u4f30AI\\u7cfb\\u7d71\\u8f38\\u51fa\\u7684\\u54c1\\u8cea\\uff1f\",  369 55\\u4f30AI\\u7cfb\\u7d71\\u8f38\\u51fa\\u7684\\u54c1\\u8cea\\uff1f\", 
            370 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  370 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            371 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  371 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            372 {\"cat\": \"General Safety\", \"serial\": \"2-8-1\", \"question\":  372 {\"cat\": \"General Safety\", \"serial\": \"2-8-1\", \"question\": 
            373 6feb\\u7528\\u6216\\u4e0d\\u7576\\u4f7f\\u7528\\u98a8\\u96aa\\uff1f\",  373 6feb\\u7528\\u6216\\u4e0d\\u7576\\u4f7f\\u7528\\u98a8\\u96aa\\uff1f\", 
            374 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  374 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            375 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  375 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            376 {\"cat\": \"Accuracy\", \"serial\": \"2-16\", \"question\":  376 {\"cat\": \"Accuracy\", \"serial\": \"2-16\", \"question\": 
            377 40\\u671f\\u5f85\\u7684AI\\u6e96\\u78ba\\u6027\\u7a0b\\u5ea6\\uff1f\",  377 40\\u671f\\u5f85\\u7684AI\\u6e96\\u78ba\\u6027\\u7a0b\\u5ea6\\uff1f\", 
            378 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  378 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            379 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  379 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            380 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  380 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            381 \"serial\": \"2-19\", \"question\":  381 \"serial\": \"2-19\", \"question\": 
            382 u756b\\uff0c\\u4ee5\\u89e3\\u6c7a\\u4efb\\u4f55\\u4f86\\u6e90\\u7684AI  382 u756b\\uff0c\\u4ee5\\u89e3\\u6c7a\\u4efb\\u4f55\\u4f86\\u6e90\\u7684AI 
            383 6cbb\\u7406\\u7a0b\\u5e8f\\u4f86\\u89f8\\u767c\\u5b83\\u5011\\uff1f\",  383 6cbb\\u7406\\u7a0b\\u5e8f\\u4f86\\u89f8\\u767c\\u5b83\\u5011\\uff1f\", 
            384 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  384 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            385 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  385 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            386 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-3\",  386 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-3\", 
            387 \"question\":  387 \"question\": 
            388 800c\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\",  388 800c\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", 
            389 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  389 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            390 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  390 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            391 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-4\",  391 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-4\", 
            392 \"question\":  392 \"question\": 
            393 7a69\\u5065\\u6027\\u53ca\\u6574\\u9ad4\\u5b89\\u5168\\u6027\\uff1f\",  393 7a69\\u5065\\u6027\\u53ca\\u6574\\u9ad4\\u5b89\\u5168\\u6027\\uff1f\", 
            394 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  394 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            395 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  395 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            396 {\"cat\": \"General Safety\", \"serial\": \"2-8-2\", \"question\":  396 {\"cat\": \"General Safety\", \"serial\": \"2-8-2\", \"question\": 
            397 83c\\u5b8c\\u6574\\u6027\\uff1a\\u8eab\\u5fc3\\u5b8c\\u6574\\u6027)\",  397 83c\\u5b8c\\u6574\\u6027\\uff1a\\u8eab\\u5fc3\\u5b8c\\u6574\\u6027)\", 
            398 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  398 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            399 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  399 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            400 {\"cat\": \"Data Governance\", \"serial\": \"3-6\", \"question\":  400 {\"cat\": \"Data Governance\", \"serial\": \"3-6\", \"question\": 
            401 \\u7d71\\u7b26\\u5408\\u76f8\\u95dc\\u6a19\\u6e96\\uff08\\u4f8b\\u5982  401 \\u7d71\\u7b26\\u5408\\u76f8\\u95dc\\u6a19\\u6e96\\uff08\\u4f8b\\u5982 
            402 8cc7\\u6599\\u7ba1\\u7406\\u53ca\\u6cbb\\u7406\\u5354\\u5b9a\\uff1f\",  402 8cc7\\u6599\\u7ba1\\u7406\\u53ca\\u6cbb\\u7406\\u5354\\u5b9a\\uff1f\", 
            403 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  403 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            404 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  404 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            405 {\"cat\": \"Traceability\", \"serial\": \"4-1-5\", \"question\":  405 {\"cat\": \"Traceability\", \"serial\": \"4-1-5\", \"question\": 
            406 04AI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\",  406 04AI\\u7cfb\\u7d71\\u7684\\u6c7a\\u7b56\\u6216\\u5efa\\u8b70\\uff1f\", 
            407 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  407 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            408 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  408 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            409 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-4\",  409 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-2-4\", 
            410 \"question\":  410 \"question\": 
            411 9ad4\\u7684\\u591a\\u6a23\\u6027\\u8207\\u4ee3\\u8868\\u6027\\uff1f\",  411 9ad4\\u7684\\u591a\\u6a23\\u6027\\u8207\\u4ee3\\u8868\\u6027\\uff1f\", 
            412 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  412 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            413 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  413 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            414 {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-9\",  414 {\"cat\": \"Accessibility and Universal Design\", \"serial\": \"5-9\", 
            415 \"question\":  415 \"question\": 
            416 3ca/\\u6216\\u4e3b\\u9ad4\\u7684\\u5404\\u7a2e\\u5f71\\u97ff\\uff1f\",  416 3ca/\\u6216\\u4e3b\\u9ad4\\u7684\\u5404\\u7a2e\\u5f71\\u97ff\\uff1f\", 
            417 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  417 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            418 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  418 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            419 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-6-1\",  419 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-6-1\", 
            420 \"question\":  420 \"question\": 
            421 7de9\\u89e3\\u53bb\\u6280\\u8853\\u5316\\u7684\\u98a8\\u96aa\\uff1f\",  421 7de9\\u89e3\\u53bb\\u6280\\u8853\\u5316\\u7684\\u98a8\\u96aa\\uff1f\", 
            422 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  422 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            423 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  423 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            424 {\"cat\": \"Risk Management\", \"serial\": \"7-6\", \"question\":  424 {\"cat\": \"Risk Management\", \"serial\": \"7-6\", \"question\": 
            425 2c\\u53ef\\u4fe1\\u4efbAI\\u81ea\\u6211\\u8a55\\u4f30\\u8868\\uff1f\",  425 2c\\u53ef\\u4fe1\\u4efbAI\\u81ea\\u6211\\u8a55\\u4f30\\u8868\\uff1f\", 
            426 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  426 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            427 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  427 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            428 {\"cat\": \"Risk Management\", \"serial\": \"7-6-1\", \"question\":  428 {\"cat\": \"Risk Management\", \"serial\": \"7-6-1\", \"question\": 
            429 f5c\\u51fa\\u300c\\u6b0a\\u8861\\u6c7a\\u5b9a\\u300d(\\\"trade-off\\\"  429 f5c\\u51fa\\u300c\\u6b0a\\u8861\\u6c7a\\u5b9a\\u300d(\\\"trade-off\\\" 
            430 decisions)\\u7684\\u89e3\\u91cb\\uff1f\", \"answer\":  430 decisions)\\u7684\\u89e3\\u91cb\\uff1f\", \"answer\": 
            431 \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  431 \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            432 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  432 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            433 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-3\",  433 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-3\", 
            434 \"question\":  434 \"question\": 
            435 6642\\uff0c\\u53ef\\u80fd\\u6ce8\\u5165\\u7684\\u504f\\u898b\\uff1f\",  435 6642\\uff0c\\u53ef\\u80fd\\u6ce8\\u5165\\u7684\\u504f\\u898b\\uff1f\", 
            436 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  436 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            437 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  437 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            438 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  438 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            439 \"serial\": \"2-20\", \"question\":  439 \"serial\": \"2-20\", \"question\": 
            440 679c\\uff0c\\u4fe1\\u4efb\\u5ea6\\u4f4e\\u7684\\u60c5\\u6cc1\\uff1f\",  440 679c\\uff0c\\u4fe1\\u4efb\\u5ea6\\u4f4e\\u7684\\u60c5\\u6cc1\\uff1f\", 
            441 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  441 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            442 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  442 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            443 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-5\",  443 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-5\", 
            444 \"question\":  444 \"question\": 
            445 \\u662f\\u5426\\u5df2\\u5c0d\\u7cfb\\u7d71\\u9032\\u884c\\u7d05\\u968a  445 \\u662f\\u5426\\u5df2\\u5c0d\\u7cfb\\u7d71\\u9032\\u884c\\u7d05\\u968a 
            446 /\\u6e2c\\u8a66\\uff1f\", \"answer\":  446 /\\u6e2c\\u8a66\\uff1f\", \"answer\": 
            447 \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  447 \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            448 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  448 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            449 {\"cat\": \"Accessibility and Universal Design\", \"serial\":  449 {\"cat\": \"Accessibility and Universal Design\", \"serial\": 
            450 \"5-9-1\", \"question\":  450 \"5-9-1\", \"question\": 
            451 005\\u8207/\\u6216\\u4e3b\\u9ad4\\u9032\\u884c\\u63a5\\u89f8\\uff1f\",  451 005\\u8207/\\u6216\\u4e3b\\u9ad4\\u9032\\u884c\\u63a5\\u89f8\\uff1f\", 
            452 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  452 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            453 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  453 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            454 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-3-1\",  454 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-3-1\", 
            455 \"question\":  455 \"question\": 
            456 42\\u7aef\\u4f7f\\u7528\\u8005\\u904e\\u5ea6\\u4f9d\\u8cf4AI\\uff1f\",  456 42\\u7aef\\u4f7f\\u7528\\u8005\\u904e\\u5ea6\\u4f9d\\u8cf4AI\\uff1f\", 
            457 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  457 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            458 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  458 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            459 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-7\",  459 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-7\", 
            460 \"question\":  460 \"question\": 
            461 6c42\\u65b0\\u7684\\uff08\\u6578\\u4f4d\\uff09\\u6280\\u80fd\\uff1f\",  461 6c42\\u65b0\\u7684\\uff08\\u6578\\u4f4d\\uff09\\u6280\\u80fd\\uff1f\", 
            462 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  462 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            463 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  463 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            464 {\"cat\": \"General Safety\", \"serial\": \"2-9\", \"question\":  464 {\"cat\": \"General Safety\", \"serial\": \"2-9\", \"question\": 
            465 53ef\\u4fe1\\u8cf4\\u884c\\u70ba\\u7684\\u4f9d\\u8cf4\\u6027\\uff1f\",  465 53ef\\u4fe1\\u8cf4\\u884c\\u70ba\\u7684\\u4f9d\\u8cf4\\u6027\\uff1f\", 
            466 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  466 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            467 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  467 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            468 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-4\",  468 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-4\", 
            469 \"question\":  469 \"question\": 
            470 800c\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\",  470 800c\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", 
            471 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  471 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            472 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  472 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            473 {\"cat\": \"Accessibility and Universal Design\", \"serial\":  473 {\"cat\": \"Accessibility and Universal Design\", \"serial\": 
            474 \"5-9-2\", \"question\":  474 \"5-9-2\", \"question\": 
            475 f8b\\u5730\\u5f71\\u97ff\\uff1a\\u904e\\u5ea6\\u5730\\u5f71\\u97ff)\",  475 f8b\\u5730\\u5f71\\u97ff\\uff1a\\u904e\\u5ea6\\u5730\\u5f71\\u97ff)\", 
            476 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  476 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            477 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  477 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            478 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-4\",  478 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-4\", 
            479 \"question\":  479 \"question\": 
            480 4e0d\\u826f\\u6027\\u80fd\\u7684\\u76f8\\u95dc\\u554f\\u984c\\uff1f\",  480 4e0d\\u826f\\u6027\\u80fd\\u7684\\u76f8\\u95dc\\u554f\\u984c\\uff1f\", 
            481 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  481 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            482 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  482 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            483 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  483 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            484 \"serial\": \"2-21\", \"question\":  484 \"serial\": \"2-21\", \"question\": 
            485 ff08\\u7dda\\u4e0a\\uff09\\u6301\\u7e8c\\u7684\\u5b78\\u7fd2\\uff1f\",  485 ff08\\u7dda\\u4e0a\\uff09\\u6301\\u7e8c\\u7684\\u5b78\\u7fd2\\uff1f\", 
            486 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  486 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            487 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  487 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            488 {\"cat\": \"General Safety\", \"serial\": \"2-9-1\", \"question\":  488 {\"cat\": \"General Safety\", \"serial\": \"2-9-1\", \"question\": 
            489 5b9a\\u6027\\u8207\\u53ef\\u4fe1\\u8cf4\\u6027\\u6c34\\u5e73\\uff1f\",  489 5b9a\\u6027\\u8207\\u53ef\\u4fe1\\u8cf4\\u6027\\u6c34\\u5e73\\uff1f\", 
            490 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  490 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            491 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  491 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            492 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-7-1\",  492 {\"cat\": \"Impact on Work and Skills\", \"serial\": \"6-7-1\", 
            493 \"question\":  493 \"question\": 
            494 63d0\\u4f9b\\u57f9\\u8a13\\u6a5f\\u6703\\u8207\\u6750\\u6599\\uff1f\",  494 63d0\\u4f9b\\u57f9\\u8a13\\u6a5f\\u6703\\u8207\\u6750\\u6599\\uff1f\", 
            495 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  495 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            496 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  496 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            497 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-6\",  497 {\"cat\": \"Resilience to Attack and Security\", \"serial\": \"2-6\", 
            498 \"question\":  498 \"question\": 
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            500 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  500 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            501 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  501 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            502 {\"cat\": \"Risk Management\", \"serial\": \"7-6-2\", \"question\":  502 {\"cat\": \"Risk Management\", \"serial\": \"7-6-2\", \"question\": 
            503 4e4b\\u4eba\\uff0c\\u63d0\\u4f9b\\u9069\\u7576\\u57f9\\u8a13\\uff1f\",  503 4e4b\\u4eba\\uff0c\\u63d0\\u4f9b\\u9069\\u7576\\u57f9\\u8a13\\uff1f\", 
            504 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  504 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            505 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  505 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            506 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-4-1\",  506 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-4-1\", 
            507 \"question\":  507 \"question\": 
            508 78ba\\u7684\\u6e9d\\u901a\\u6b65\\u9a5f\\u53ca\\u65b9\\u6cd5\\uff1f\",  508 78ba\\u7684\\u6e9d\\u901a\\u6b65\\u9a5f\\u53ca\\u65b9\\u6cd5\\uff1f\", 
            509 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  509 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            510 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  510 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            511 {\"cat\": \"Accessibility and Universal Design\", \"serial\":  511 {\"cat\": \"Accessibility and Universal Design\", \"serial\": 
            512 \"5-9-3\", \"question\":  512 \"5-9-3\", \"question\": 
            513 80fd\\u9020\\u6210\\u7684\\u4e0d\\u516c\\u5e73\\u98a8\\u96aa\\uff1f\",  513 80fd\\u9020\\u6210\\u7684\\u4e0d\\u516c\\u5e73\\u98a8\\u96aa\\uff1f\", 
            514 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  514 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            515 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  515 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            516 {\"cat\": \"Resilience to Attack and Security\", \"serial\":  516 {\"cat\": \"Resilience to Attack and Security\", \"serial\": 
            517 \"2-6-1\", \"question\":  517 \"2-6-1\", \"question\": 
            518 5168\\u66f4\\u65b0\\u7684\\u671f\\u9650\\u662f\\u591a\\u9577\\uff1f\",  518 5168\\u66f4\\u65b0\\u7684\\u671f\\u9650\\u662f\\u591a\\u9577\\uff1f\", 
            519 \"answer\":  519 \"answer\": 
            520 \"\\u55ae\\u9078^3\\u500b\\u6708|\\u534a\\u5e74|\\u4e00\\u5e74\",  520 \"\\u55ae\\u9078^3\\u500b\\u6708|\\u534a\\u5e74|\\u4e00\\u5e74\", 
            521 \"pkg_answer\": \"\\u534a\\u5e74\", \"note\": \"no\"}, {\"cat\":  521 \"pkg_answer\": \"\\u534a\\u5e74\", \"note\": \"no\"}, {\"cat\": 
            522 \"Human Agency and Autonomy\", \"serial\": \"1-4-1\", \"question\":  522 \"Human Agency and Autonomy\", \"serial\": \"1-4-1\", \"question\": 
            523 4e2d\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\",  523 4e2d\\u5f71\\u97ff\\u4eba\\u985e\\u7684\\u81ea\\u4e3b\\u6027\\uff1f\", 
            524 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  524 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            525 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  525 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            526 {\"cat\": \"Risk Management\", \"serial\": \"7-6-3\", \"question\":  526 {\"cat\": \"Risk Management\", \"serial\": \"7-6-3\", \"question\": 
            527 28\\u65bcAI\\u7cfb\\u7d71\\u7684\\u6cd5\\u5f8b\\u898f\\u7bc4\\uff1f\",  527 28\\u65bcAI\\u7cfb\\u7d71\\u7684\\u6cd5\\u5f8b\\u898f\\u7bc4\\uff1f\", 
            528 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  528 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            529 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  529 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            530 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\",  530 {\"cat\": \"Reliability, Fall-back Plans and Reproducibility\", 
            531 \"serial\": \"2-21-1\", \"question\":  531 \"serial\": \"2-21-1\", \"question\": 
            532 6703\\u6709\\u6f5b\\u5728\\u7684\\u8ca0\\u9762\\u7d50\\u679c\\uff1f\",  532 6703\\u6709\\u6f5b\\u5728\\u7684\\u8ca0\\u9762\\u7d50\\u679c\\uff1f\", 
            533 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  533 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            534 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  534 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            535 {\"cat\": \"General Safety\", \"serial\": \"2-10\", \"question\":  535 {\"cat\": \"General Safety\", \"serial\": \"2-10\", \"question\": 
            536 \u5426\\u5df2\\u900f\\u904e\\u4e00\\u500b\\u5099\\u4efd\\u7cfb\\u7d71(  536 \u5426\\u5df2\\u900f\\u904e\\u4e00\\u500b\\u5099\\u4efd\\u7cfb\\u7d71( 
            537 duplicated  537 duplicated 
            538 7d71\\u300d\\u7684\\uff09\\u4f86\\u6e96\\u5099\\u5bb9\\u932f\\uff1f\",  538 7d71\\u300d\\u7684\\uff09\\u4f86\\u6e96\\u5099\\u5bb9\\u932f\\uff1f\", 
            539 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  539 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            540 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  540 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            541 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-5\",  541 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-5\", 
            542 \"question\":  542 \"question\": 
            543 4e3b\\u9ad4\\u4e4b\\u9593\\u7684\\u793e\\u4ea4\\u4e92\\u52d5\\uff1f\",  543 4e3b\\u9ad4\\u4e4b\\u9593\\u7684\\u793e\\u4ea4\\u4e92\\u52d5\\uff1f\", 
            544 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  544 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            545 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  545 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            546 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-4-2\",  546 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-4-2\", 
            547 \"question\":  547 \"question\": 
            548 a5\\u53d7AI\\u7cfb\\u7d71\\u5f71\\u97ff\\u7684\\u4e3b\\u9ad4\\uff1f\",  548 a5\\u53d7AI\\u7cfb\\u7d71\\u5f71\\u97ff\\u7684\\u4e3b\\u9ad4\\uff1f\", 
            549 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  549 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            550 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  550 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            551 {\"cat\": \"General Safety\", \"serial\": \"2-11\", \"question\":  551 {\"cat\": \"General Safety\", \"serial\": \"2-11\", \"question\": 
            552 6027\\u53ca\\u5b89\\u5168\\u6027\\u9032\\u884c\\u5be9\\u67e5\\uff1f\",  552 6027\\u53ca\\u5b89\\u5168\\u6027\\u9032\\u884c\\u5be9\\u67e5\\uff1f\", 
            553 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  553 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            554 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  554 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            555 {\"cat\": \"Risk Management\", \"serial\": \"7-7\", \"question\":  555 {\"cat\": \"Risk Management\", \"serial\": \"7-7\", \"question\": 
            556 3001\\u98a8\\u96aa\\u6216\\u504f\\u898b\\u7684\\u6d41\\u7a0b\\uff1f\",  556 3001\\u98a8\\u96aa\\u6216\\u504f\\u898b\\u7684\\u6d41\\u7a0b\\uff1f\", 
            557 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  557 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            558 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  558 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            559 {\"cat\": \"Risk Management\", \"serial\": \"7-7-1\", \"question\":  559 {\"cat\": \"Risk Management\", \"serial\": \"7-7-1\", \"question\": 
            560 98a8\\u96aa\\u7ba1\\u7406\\u6d41\\u7a0b\\u7684\\u4fee\\u8a02\\uff1f\",  560 98a8\\u96aa\\u7ba1\\u7406\\u6d41\\u7a0b\\u7684\\u4fee\\u8a02\\uff1f\", 
            561 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  561 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            562 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  562 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            563 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5\",  563 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5\", 
            564 \"question\":  564 \"question\": 
            565 5efa\\u7f6e\\u904e\\u7a0b\\u7684\\u4efb\\u4f55\\u968e\\u6bb5\\uff1f\",  565 5efa\\u7f6e\\u904e\\u7a0b\\u7684\\u4efb\\u4f55\\u968e\\u6bb5\\uff1f\", 
            566 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  566 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            567 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  567 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            568 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-6\",  568 {\"cat\": \"Human Agency and Autonomy\", \"serial\": \"1-6\", 
            569 \"question\":  569 \"question\": 
            570 7e31\\u4f7f\\u7528\\u8005\\u884c\\u70ba\\u7684\\u98a8\\u96aa\\uff1f\",  570 7e31\\u4f7f\\u7528\\u8005\\u884c\\u70ba\\u7684\\u98a8\\u96aa\\uff1f\", 
            571 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\",  571 \"answer\": \"\\u55ae\\u9078^\\u662f|\\u5426|\\u4e0d\\u9069\\u7528\", 
            572 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"},  572 \"pkg_answer\": \"\\u4e0d\\u9069\\u7528\", \"note\": \"no\"}, 
            573 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5-1\",  573 {\"cat\": \"Avoidance of Unfair Bias\", \"serial\": \"5-5-1\", 
            574 \"question\":  574 \"question\": 
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            927   "groups": [], 927   "groups": [],
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            929   "isopen": false, 929   "isopen": false,
            930   "license_id": "", 930   "license_id": "",
            931   "license_title": "", 931   "license_title": "",
            932   "maintainer": null, 932   "maintainer": null,
            933   "maintainer_email": null, 933   "maintainer_email": null,
            934   "metadata_created": "2023-07-26T03:21:41.208071", 934   "metadata_created": "2023-07-26T03:21:41.208071",
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            936   "name": "smarter_08_cowid1_1_ohcr_20230726_ai01_cow001", 936   "name": "smarter_08_cowid1_1_ohcr_20230726_ai01_cow001",
            937   "nchu_date_dataset_performance": "", 937   "nchu_date_dataset_performance": "",
            938   "nchu_date_dataset_training": "", 938   "nchu_date_dataset_training": "",
            939   "nchu_date_dataset_verify": "", 939   "nchu_date_dataset_verify": "",
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            941   "nchu_ddl_dataset_is_github": "\u5426", 941   "nchu_ddl_dataset_is_github": "\u5426",
            942   "nchu_ddl_dataset_project": [ 942   "nchu_ddl_dataset_project": [
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            954   "nchu_texarea_dataset_other":  954   "nchu_texarea_dataset_other": 
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            957 1b6\u9ad4):256GB\r\n\u986f\u793a\u5361(GPU):/\u662f\u5426\u9700\u8981:  957 1b6\u9ad4):256GB\r\n\u986f\u793a\u5361(GPU):/\u662f\u5426\u9700\u8981: 
            958 \u5efa\u8b70\u9700\u8981/\u578b\u865f: NVIDIA RTX  958 \u5efa\u8b70\u9700\u8981/\u578b\u865f: NVIDIA RTX 
            959 A6000/\u8a18\u61b6\u9ad4: 48 GB  959 A6000/\u8a18\u61b6\u9ad4: 48 GB 
            960 GDDR6\r\n\r\n\u8edf\u9ad4\u9700\u6c42:\u64cd\u4f5c\u7cfb\u7d71:  960 GDDR6\r\n\r\n\u8edf\u9ad4\u9700\u6c42:\u64cd\u4f5c\u7cfb\u7d71: 
            961 Window10/\u7a0b\u5f0f\u8a9e\u8a00:  961 Window10/\u7a0b\u5f0f\u8a9e\u8a00: 
            962 Python3.8\u6216\u4ee5\u4e0a/\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6:  962 Python3.8\u6216\u4ee5\u4e0a/\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6: 
            963 1.7/CUDA:  963 1.7/CUDA: 
            964 8a66\u6a21\u578b\u6210\u529f\u904b\u884c\uff0c\u53ef\u57f7\u884cpython  964 8a66\u6a21\u578b\u6210\u529f\u904b\u884c\uff0c\u53ef\u57f7\u884cpython 
            965 test.py --data data/coco.yaml --img 640 --batch 32 --conf 0.001 --iou  965 test.py --data data/coco.yaml --img 640 --batch 32 --conf 0.001 --iou 
            966 0.65 --device 0 --weights yolov7.pt --name  966 0.65 --device 0 --weights yolov7.pt --name 
            967 4ee4\u63d0\u793a\u5b57\u5143\u57f7\u884c\u4ee5\u4e0b\u6307\u4ee4python  967 4ee4\u63d0\u793a\u5b57\u5143\u57f7\u884c\u4ee5\u4e0b\u6307\u4ee4python 
            968 train.py --workers 8 --device 0 --batch-size 32 --data data/coco.yaml  968 train.py --workers 8 --device 0 --batch-size 32 --data data/coco.yaml 
            969 --img 640 640 --cfg  969 --img 640 640 --cfg 
            970 r\n\u4fef\u8996\u725b\u96bb\u79fb\u52d5\u8ecc\u8de1\u8cc7\u6599\u96c6:  970 r\n\u4fef\u8996\u725b\u96bb\u79fb\u52d5\u8ecc\u8de1\u8cc7\u6599\u96c6: 
            971 001\u5f71\u50cf\u6a94\u3001\u4e09\u901a\u9053(RGB)/\u6a19\u8a3b\u6a94:  971 001\u5f71\u50cf\u6a94\u3001\u4e09\u901a\u9053(RGB)/\u6a19\u8a3b\u6a94: 
            972 xml\u6a94", 972 xml\u6a94",
            973   "nchu_texarea_dataset_purpose":  973   "nchu_texarea_dataset_purpose": 
            974 2d\u63d0\u53d6\u51fa\u725b\u96bb\u7684\u7279\u5fb5\u8cc7\u8a0a\u3002", 974 2d\u63d0\u53d6\u51fa\u725b\u96bb\u7684\u7279\u5fb5\u8cc7\u8a0a\u3002",
            975   "nchu_texarea_dataset_usage":  975   "nchu_texarea_dataset_usage": 
            976 5b\u96bb\u5065\u5eb7\u548c\u751f\u7522\u529b\u7684\u7814\u7a76\u3002", 976 5b\u96bb\u5065\u5eb7\u548c\u751f\u7522\u529b\u7684\u7814\u7a76\u3002",
            977   "nchu_texarea_dataset_value":  977   "nchu_texarea_dataset_value": 
            978 \u4fdd\u725b\u96bb\u7684\u5065\u5eb7\u548c\u798f\u5229\u3002\r\n\r\n", 978 \u4fdd\u725b\u96bb\u7684\u5065\u5eb7\u548c\u798f\u5229\u3002\r\n\r\n",
            979   "nchu_text_dataset_authorize_file":  979   "nchu_text_dataset_authorize_file": 
            980 \u8b58\u5225\u6a21\u578b_\u53ef\u4fe1\u8cf4AI\u6aa2\u6838\u8868.docx", 980 \u8b58\u5225\u6a21\u578b_\u53ef\u4fe1\u8cf4AI\u6aa2\u6838\u8868.docx",
            981   "nchu_text_dataset_framework": "yolov7", 981   "nchu_text_dataset_framework": "yolov7",
            982   "nchu_text_dataset_maintainer_email":  982   "nchu_text_dataset_maintainer_email": 
            983 "ncblab2022@email.nchu.edu.tw", 983 "ncblab2022@email.nchu.edu.tw",
            984   "nchu_text_dataset_maintainer_name": "\u6797\u5b97\u8ac4", 984   "nchu_text_dataset_maintainer_name": "\u6797\u5b97\u8ac4",
            985   "nchu_text_dataset_maintainer_tel": "0966954816", 985   "nchu_text_dataset_maintainer_tel": "0966954816",
            986   "nchu_text_dataset_name_4code": "ohcr", 986   "nchu_text_dataset_name_4code": "ohcr",
            987   "nchu_text_dataset_name_4serial": "ai01", 987   "nchu_text_dataset_name_4serial": "ai01",
            988   "nchu_text_dataset_name_6serial": "cow001", 988   "nchu_text_dataset_name_6serial": "cow001",
            989   "nchu_text_dataset_name_id": "cowid1", 989   "nchu_text_dataset_name_id": "cowid1",
            990   "nchu_text_dataset_name_org_eng_shortname": "08", 990   "nchu_text_dataset_name_org_eng_shortname": "08",
            991   "nchu_text_dataset_name_project": "smarter", 991   "nchu_text_dataset_name_project": "smarter",
            992   "nchu_text_dataset_name_yyyymmdd": "20230726", 992   "nchu_text_dataset_name_yyyymmdd": "20230726",
            993   "nchu_text_dataset_performance_capacity": "", 993   "nchu_text_dataset_performance_capacity": "",
            994   "nchu_text_dataset_performance_cpu_model": "", 994   "nchu_text_dataset_performance_cpu_model": "",
            995   "nchu_text_dataset_performance_cpu_num": "1", 995   "nchu_text_dataset_performance_cpu_num": "1",
            996   "nchu_text_dataset_performance_gpu_model": "", 996   "nchu_text_dataset_performance_gpu_model": "",
            997   "nchu_text_dataset_performance_gpu_num": "1", 997   "nchu_text_dataset_performance_gpu_num": "1",
            998   "nchu_text_dataset_performance_mark_datatype": "", 998   "nchu_text_dataset_performance_mark_datatype": "",
            999   "nchu_text_dataset_performance_mark_source": "", 999   "nchu_text_dataset_performance_mark_source": "",
            1000   "nchu_text_dataset_performance_mark_source_file": "", 1000   "nchu_text_dataset_performance_mark_source_file": "",
            1001   "nchu_text_dataset_performance_memory_usage": "", 1001   "nchu_text_dataset_performance_memory_usage": "",
            1002   "nchu_text_dataset_performance_ref_filetype": "", 1002   "nchu_text_dataset_performance_ref_filetype": "",
            1003   "nchu_text_dataset_performance_ref_id": "", 1003   "nchu_text_dataset_performance_ref_id": "",
            1004   "nchu_text_dataset_performance_ref_obtain_method": "", 1004   "nchu_text_dataset_performance_ref_obtain_method": "",
            1005   "nchu_text_dataset_performance_ref_privaricy": "", 1005   "nchu_text_dataset_performance_ref_privaricy": "",
            1006   "nchu_text_dataset_performance_result": "", 1006   "nchu_text_dataset_performance_result": "",
            1007   "nchu_text_dataset_performance_result_outout_type": "", 1007   "nchu_text_dataset_performance_result_outout_type": "",
            1008   "nchu_text_dataset_performance_result_type": "", 1008   "nchu_text_dataset_performance_result_type": "",
            1009   "nchu_text_dataset_provider_email": "ncblab2022@email.nchu.edu.tw", 1009   "nchu_text_dataset_provider_email": "ncblab2022@email.nchu.edu.tw",
            1010   "nchu_text_dataset_provider_name": "\u6797\u5b97\u8ac4", 1010   "nchu_text_dataset_provider_name": "\u6797\u5b97\u8ac4",
            1011   "nchu_text_dataset_provider_tel": "0966954816", 1011   "nchu_text_dataset_provider_tel": "0966954816",
            1012   "nchu_text_dataset_serial": "20230726110732", 1012   "nchu_text_dataset_serial": "20230726110732",
            1013   "nchu_text_dataset_source": "\u5f15\u7528", 1013   "nchu_text_dataset_source": "\u5f15\u7528",
            1014   "nchu_text_dataset_title_eng": "cowidentification", 1014   "nchu_text_dataset_title_eng": "cowidentification",
            1015   "nchu_text_dataset_training_capacity": "", 1015   "nchu_text_dataset_training_capacity": "",
            1016   "nchu_text_dataset_training_cpu_model": "", 1016   "nchu_text_dataset_training_cpu_model": "",
            1017   "nchu_text_dataset_training_cpu_num": "1", 1017   "nchu_text_dataset_training_cpu_num": "1",
            1018   "nchu_text_dataset_training_gpu_model": "", 1018   "nchu_text_dataset_training_gpu_model": "",
            1019   "nchu_text_dataset_training_gpu_num": "1", 1019   "nchu_text_dataset_training_gpu_num": "1",
            1020   "nchu_text_dataset_training_mark_datatype": "", 1020   "nchu_text_dataset_training_mark_datatype": "",
            1021   "nchu_text_dataset_training_mark_source": "", 1021   "nchu_text_dataset_training_mark_source": "",
            1022   "nchu_text_dataset_training_mark_source_file": "", 1022   "nchu_text_dataset_training_mark_source_file": "",
            1023   "nchu_text_dataset_training_memory_usage": "", 1023   "nchu_text_dataset_training_memory_usage": "",
            1024   "nchu_text_dataset_training_ref_filetype": "", 1024   "nchu_text_dataset_training_ref_filetype": "",
            1025   "nchu_text_dataset_training_ref_id":  1025   "nchu_text_dataset_training_ref_id": 
            1026 "1249d363-050c-4c60-a6d0-50d27828abb1", 1026 "1249d363-050c-4c60-a6d0-50d27828abb1",
            1027   "nchu_text_dataset_training_ref_obtain_method": "", 1027   "nchu_text_dataset_training_ref_obtain_method": "",
            1028   "nchu_text_dataset_training_ref_privaricy": "", 1028   "nchu_text_dataset_training_ref_privaricy": "",
            1029   "nchu_text_dataset_training_result": "", 1029   "nchu_text_dataset_training_result": "",
            1030   "nchu_text_dataset_training_result_outout_type": "", 1030   "nchu_text_dataset_training_result_outout_type": "",
            1031   "nchu_text_dataset_training_result_type": "", 1031   "nchu_text_dataset_training_result_type": "",
            1032   "nchu_text_dataset_try_out_resource": "", 1032   "nchu_text_dataset_try_out_resource": "",
            1033   "nchu_text_dataset_verify_capacity": "", 1033   "nchu_text_dataset_verify_capacity": "",
            1034   "nchu_text_dataset_verify_cpu_model": "", 1034   "nchu_text_dataset_verify_cpu_model": "",
            1035   "nchu_text_dataset_verify_cpu_num": "1", 1035   "nchu_text_dataset_verify_cpu_num": "1",
            1036   "nchu_text_dataset_verify_gpu_model": "", 1036   "nchu_text_dataset_verify_gpu_model": "",
            1037   "nchu_text_dataset_verify_gpu_num": "1", 1037   "nchu_text_dataset_verify_gpu_num": "1",
            1038   "nchu_text_dataset_verify_mark_datatype": "", 1038   "nchu_text_dataset_verify_mark_datatype": "",
            1039   "nchu_text_dataset_verify_mark_source": "", 1039   "nchu_text_dataset_verify_mark_source": "",
            1040   "nchu_text_dataset_verify_mark_source_file": "", 1040   "nchu_text_dataset_verify_mark_source_file": "",
            1041   "nchu_text_dataset_verify_memory_usage": "", 1041   "nchu_text_dataset_verify_memory_usage": "",
            1042   "nchu_text_dataset_verify_ref_filetype": "", 1042   "nchu_text_dataset_verify_ref_filetype": "",
            1043   "nchu_text_dataset_verify_ref_id": "", 1043   "nchu_text_dataset_verify_ref_id": "",
            1044   "nchu_text_dataset_verify_ref_obtain_method": "", 1044   "nchu_text_dataset_verify_ref_obtain_method": "",
            1045   "nchu_text_dataset_verify_ref_privaricy": "", 1045   "nchu_text_dataset_verify_ref_privaricy": "",
            1046   "nchu_text_dataset_verify_result": "", 1046   "nchu_text_dataset_verify_result": "",
            1047   "nchu_text_dataset_verify_result_outout_type": "", 1047   "nchu_text_dataset_verify_result_outout_type": "",
            1048   "nchu_text_dataset_verify_result_type": "", 1048   "nchu_text_dataset_verify_result_type": "",
            1049   "nchu_text_dataset_version": "7", 1049   "nchu_text_dataset_version": "7",
            1050   "nchu_textarea_dataset_ai_checklist_note1": "\u7121", 1050   "nchu_textarea_dataset_ai_checklist_note1": "\u7121",
            1051   "nchu_textarea_dataset_ai_checklist_note2": "\u7121", 1051   "nchu_textarea_dataset_ai_checklist_note2": "\u7121",
            1052   "nchu_textarea_dataset_approve_note": "", 1052   "nchu_textarea_dataset_approve_note": "",
            1053   "notes":  1053   "notes": 
            t 1054 0c\u89d2\u5ea6\u3001\u5927\u5c0f\u548c\u5916\u89c0\u7279\u5fb5\u3002", t 1054 io/_uploads/HkkXIUPMT.jpg)\r\n\r\n\u4f7f\u7528\u6b65\u9a5f\uff1a\r\n1. 
            1055 7f\u7528anaconda\u5efa\u7acb\u4e00\u500b\u865b\u64ec\u74b0\u5883\r\n2. 
            1056 8207\u5f71\u50cf\u6a19\u8a3b\u6a94\uff0c\u4e26\u89e3\u58d3\u7e2e\r\n3. 
            1057 \u5728cmd\u8655\u57f7\u884cpip install -r 
            1058 requirement.txt\u4e0b\u8f09\u6a21\u578b\u5957\u4ef6\r\n4. 
            1059 3e\u81f3pythonProject\\yolov7-main\\temp\u8def\u5f91\u5e95\u4e0b\r\n5. 
            1060 \u900f\u904ecmd\u57f7\u884cpython detect_cow_shed.py \u2013weights 
            1061 exp51/weights/best.pt \u2013source temp/\r\n6. 
            1062 58\u5728\u201druns/detect/imgs-posture\u201d\u8def\u5f91\u5e95\u4e0b",
            1055   "num_resources": 1, 1063   "num_resources": 1,
            1056   "num_tags": 4, 1064   "num_tags": 4,
            1057   "organization": { 1065   "organization": {
            1058     "approval_status": "approved", 1066     "approval_status": "approved",
            1059     "created": "2022-05-19T11:32:53.933338", 1067     "created": "2022-05-19T11:32:53.933338",
            1060     "description": "\u8a08\u756b\u4ecb\u7d39:   1068     "description": "\u8a08\u756b\u4ecb\u7d39:  
            1061 5931\u8861\u7b49\u554f\u984c\u3002\u672c\u8a08\u756b\u5c07\u6574\u5408  1069 5931\u8861\u7b49\u554f\u984c\u3002\u672c\u8a08\u756b\u5c07\u6574\u5408 
            1062 (\u4e00) AI  1070 (\u4e00) AI 
            1063 a1\u7406\u7cfb\u7d71\uff1b(\u4e09)\u5927\u6578\u64da\u6574\u5408\u8207  1071 a1\u7406\u7cfb\u7d71\uff1b(\u4e09)\u5927\u6578\u64da\u6574\u5408\u8207 
            1064 AI  1072 AI 
            1065 7e3e\u53ca\u6e1b\u5c11\u73fe\u5834\u52de\u529b\u7b49\u76ee\u6a19\u3002   1073 7e3e\u53ca\u6e1b\u5c11\u73fe\u5834\u52de\u529b\u7b49\u76ee\u6a19\u3002  
            1066 \r\n\r\n\u6548\u76ca:    1074 \r\n\r\n\u6548\u76ca:   
            1067 5236\u3001\u9810\u8b66\u8b66\u5831\u7b49\u7ba1\u7406\u5354\u52a9\u3002   1075 5236\u3001\u9810\u8b66\u8b66\u5831\u7b49\u7ba1\u7406\u5354\u52a9\u3002  
            1068 4f4e\u75be\u75c5\u6240\u9020\u6210\u7684\u7d93\u6fdf\u640d\u5931\u3002   1076 4f4e\u75be\u75c5\u6240\u9020\u6210\u7684\u7d93\u6fdf\u640d\u5931\u3002  
            1069 570b\u5167\u52d5\u7269\u6027\u86cb\u767d\u8cea\u4e4b\u4f9b\u61c9\u3002   1077 570b\u5167\u52d5\u7269\u6027\u86cb\u767d\u8cea\u4e4b\u4f9b\u61c9\u3002  
            1070 ", 1078 ",
            1071     "id": "43a7aea2-9ab9-4557-852f-48612a48c655", 1079     "id": "43a7aea2-9ab9-4557-852f-48612a48c655",
            1072     "image_url": "", 1080     "image_url": "",
            1073     "is_organization": true, 1081     "is_organization": true,
            1074     "name": "as", 1082     "name": "as",
            1075     "state": "active", 1083     "state": "active",
            1076     "title": "Development of intelligent and sustainable animal  1084     "title": "Development of intelligent and sustainable animal 
            1077 farming models with behavior indicators  1085 farming models with behavior indicators 
            1078 b\u667a\u6167\u5316\u6c38\u7e8c\u751f\u7522\u98fc\u990a\u6a21\u5f0f)", 1086 b\u667a\u6167\u5316\u6c38\u7e8c\u751f\u7522\u98fc\u990a\u6a21\u5f0f)",
            1079     "type": "organization" 1087     "type": "organization"
            1080   }, 1088   },
            1081   "owner_org": "43a7aea2-9ab9-4557-852f-48612a48c655", 1089   "owner_org": "43a7aea2-9ab9-4557-852f-48612a48c655",
            1082   "private": false, 1090   "private": false,
            1083   "relationships_as_object": [], 1091   "relationships_as_object": [],
            1084   "relationships_as_subject": [], 1092   "relationships_as_subject": [],
            1085   "resources": [ 1093   "resources": [
            1086     { 1094     {
            1087       "cache_last_updated": null, 1095       "cache_last_updated": null,
            1088       "cache_url": null, 1096       "cache_url": null,
            1089       "created": "2023-08-11T03:01:58.351709", 1097       "created": "2023-08-11T03:01:58.351709",
            1090       "description": "\u8b58\u5225\u725b\u96bb\u8eab\u4efd", 1098       "description": "\u8b58\u5225\u725b\u96bb\u8eab\u4efd",
            1091       "format": "TAR", 1099       "format": "TAR",
            1092       "ftpfile": "iscom70598966_cowidentification_v1.tar", 1100       "ftpfile": "iscom70598966_cowidentification_v1.tar",
            1093       "hash": "", 1101       "hash": "",
            1094       "id": "694a891f-d763-4d35-9805-80e2801d02f6", 1102       "id": "694a891f-d763-4d35-9805-80e2801d02f6",
            1095       "keyword": "", 1103       "keyword": "",
            1096       "last_modified": null, 1104       "last_modified": null,
            1097       "metadata_modified": "2023-08-11T03:01:58.340135", 1105       "metadata_modified": "2023-08-11T03:01:58.340135",
            1098       "mimetype": "application/x-tar", 1106       "mimetype": "application/x-tar",
            1099       "mimetype_inner": null, 1107       "mimetype_inner": null,
            1100       "name": "iscom70598966_cowidentification_v1.tar", 1108       "name": "iscom70598966_cowidentification_v1.tar",
            1101       "nchu_ddl_resource_filetype": "\u57fa\u790e\u5de5\u5177", 1109       "nchu_ddl_resource_filetype": "\u57fa\u790e\u5de5\u5177",
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