{"anchorId": "ca_mtTl8y4T", "prerequisiteId": "ca_04EZiCNZ", "strength": "soft", "reason": "不先理解数据编码的目的，就无法理解互联网协议中数据编码的原理依据", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 28，模型提议未复核；本轮已两段式重标"}, {"kind": "standard-hierarchy", "detail": "课标学段序：G1 → G7"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "594e56ab6916851a"}
{"anchorId": "ca_i5bLbGkg", "prerequisiteId": "ca_04EZiCNZ", "strength": "soft", "reason": "不先理解数据编码的目的，就难以识别信息片段中数据呈现的异常或不良特征。", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 28，模型提议未复核；本轮已两段式重标"}, {"kind": "standard-hierarchy", "detail": "课标学段序：G1 → G7"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 instrument"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "instrument", "failureSignature": "学生看着一段文字，无法从'官方语气''数据精确'等方面指出特征，只能说出'读起来感觉假'等主观判断。", "inInferenceGraph": true, "retagHash": "2b472f0b99ba7c33"}
{"anchorId": "ca_TDFvgpZK", "prerequisiteId": "ca_8RXeoVtY", "strength": "soft", "reason": "不先知道物联网是继互联网之后的新型基础设施，就难以理解互联网的基础地位。", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 19，模型提议未复核；本轮已两段式重标"}, {"kind": "standard-hierarchy", "detail": "课标学段序：G5 → G7"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "4144d3af22f86a70"}
{"anchorId": "ca_XCKjnFEp", "prerequisiteId": "ca_XPc9DrB7", "strength": "soft", "reason": "不先能识别系统中的输入、计算、输出环节，就无法理解过程与控制场景", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 31 选 19，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "他在搜索框里反复输入'过程与控制'这五个汉字，然后盯着搜索结果列表，不知道下一步该点哪个，或者转向老师问'老师，这跟输入输出有什么关系？'", "inInferenceGraph": true, "retagHash": "8815c05ddaa91d7b", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_tAdgFGLG", "prerequisiteId": "ca_MAjP5tVT", "strength": "soft", "reason": "不先会分析典型人工智能应用场景，就无法直接体验具体应用", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 1，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "b98c9e4185dc48a9"}
{"anchorId": "ca_zSycsv8d", "prerequisiteId": "ca_7c6vINB5", "strength": "soft", "reason": "不先会分析过程与控制系统的实例，就无法说明反馈是其中的重要手段", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 3，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 component"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "component", "failureSignature": "他无法区分输入信号是开关量还是连续量，导致在分析反馈案例时，错误地将连续变化的温度反馈描述为只有开/关两种状态。", "inInferenceGraph": true, "retagHash": "268e6f48ec60f671", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_IZVMWdMH", "prerequisiteId": "ca_TDFvgpZK", "strength": "soft", "reason": "不先了解互联网是信息社会基础设施，就无法理解其创新创造对社会进步的作用", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 1，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "当他被要求说出‘基于互联网的创新创造是推动数字时代社会进步和国家发展的重要力量’时，他会反复翻看课本前一页，用手指着‘互联网’这个词，小声问‘这个基础设施具体指什么？’，然后卡在解释‘创新创造’如何与‘基础设施’联系起来。", "inInferenceGraph": true, "retagHash": "02e6ffed8495bab0", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_IZVMWdMH", "prerequisiteId": "ca_Wpufernc", "strength": "soft", "reason": "不先能说出互联网的具体作用，就无法进一步分析其创新创造如何推动发展", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 8，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "学生无法举出互联网的具体作用例子，只能反复背诵课本原句，但无法用自己的话解释为什么创新创造是重要力量", "inInferenceGraph": true, "retagHash": "d1eec20de621bd9e", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_IZVMWdMH", "prerequisiteId": "ca_u42w8a8y", "strength": "soft", "reason": "目标能力是说出创新创造推动发展，而前置能力是举出实例并说明其作用", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 9，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "62d589ee99a55c18"}
{"anchorId": "ca_BLs9jozt", "prerequisiteId": "ca_fN4IHcRr", "strength": "soft", "reason": "不先会创建网络文档就无法了解云端文件的存储与共享操作", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 5，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "4c225117edc99fe4"}
{"anchorId": "ca_BLs9jozt", "prerequisiteId": "ca_IkJVogd0", "strength": "soft", "reason": "不先了解加密软件就无法理解网盘备份中的数据安全保护措施", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 4，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "他根本不知道应该在网盘里上传什么文件，只是在网盘界面里不断翻看已有的文件列表，然后茫然地停下。", "inInferenceGraph": true, "retagHash": "a20dff089a967e17", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_FB8BIpHP", "prerequisiteId": "ca_kLcUCKpD", "strength": "soft", "reason": "不先了解物联网为大数据和AI提供数据基础，就无法说明其不可或缺的重要性。", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 20，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "334e014ea2bbea3a"}
{"anchorId": "ca_xU7AomFO", "prerequisiteId": "ca_HfqYTOcK", "strength": "soft", "reason": "不先理解算法是问题求解方案，就无法理解算法是人工智能的技术基础之一。", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 1，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "1ae37540781da0da"}
{"anchorId": "ca_xU7AomFO", "prerequisiteId": "ca_FB8BIpHP", "strength": "soft", "reason": "不先知道物联网推动人工智能发展，就难以理解算力、数据等基础的来源和作用。", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 8，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "74f2b8ad7d9e1e03"}
{"anchorId": "ca_lYpFGdCe", "prerequisiteId": "ca_8v3BkwJ5", "strength": "soft", "reason": "不理解物联网连接物理与数字世界，就无法理解智慧社会作为智能生态系统的运作基础", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 9，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 component"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "component", "failureSignature": "在列举智慧社会构成时，他可能无法将物联网传感器识别为“智能生态系统”中连接物理与数据的关键组件，只能孤立提及AI，导致描述不完整。", "inInferenceGraph": true, "retagHash": "7350eb2456886d05", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_0vNbvwoK", "prerequisiteId": "ca_E4IKxxE2", "strength": "soft", "reason": "绝艺是我国自主研发的围棋AI，不了解其身份就无法理解其诞生初衷", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 16，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "他试图描述绝艺诞生的初衷时，只能说'绝艺是人工智能程序'，但无法说出其目的是使围棋焕发新生命，只能反复背诵定义。", "inInferenceGraph": true, "retagHash": "f4b47668b0f688ea", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_E4IKxxE2", "prerequisiteId": "ca_xU7AomFO", "strength": "soft", "reason": "不先理解人工智能的技术基础，就无法理解绝艺作为AI程序的本质", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 10，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "3ff47bd0dbeac2c4"}
{"anchorId": "ca_wpRWb8Vk", "prerequisiteId": "ca_04EZiCNZ", "strength": "soft", "reason": "不理解编码的目的是什么，就无法理解其如何维持秩序", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 3 选 1，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "学生在举例时，只能说出编码方式（如二进制、ASCII码），但无法解释它们如何维持秩序，例如会说‘二进制让电脑能工作’，却说不出它如何统一了不同设备的数据表示。", "inInferenceGraph": true, "retagHash": "4b3afa3e41cf48d8", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_VtRrmpGZ", "prerequisiteId": "ca_HfqYTOcK", "strength": "soft", "reason": "不先理解算法是明确、可执行的步骤，就无法举例说明算法如何通过步骤描述求解方案", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 1，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 component"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "component", "failureSignature": "他可能说不出步骤描述，而是直接说出答案或过程，比如做加法时只说结果而不分步骤描述每一步。", "inInferenceGraph": true, "retagHash": "a65c274422417174"}
{"anchorId": "ca_MGabi85q", "prerequisiteId": "ca_8hQBpO8e", "strength": "soft", "reason": "不先知道三种控制结构的名称和定义，就无法在流程图或伪代码中识别它们", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 2，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 component"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "component", "failureSignature": "他把流程图中一个判断框及其两个出口都标记为“分支”，却忽略了紧随其后的重复执行同一段代码的箭头回路，没标出“循环”。", "inInferenceGraph": true, "retagHash": "414c81d3f86f6336", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_u42w8a8y", "prerequisiteId": "ca_TDFvgpZK", "strength": "soft", "reason": "不先理解互联网是基础设施，就无法理解其创新实例的社会意义", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 1，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 component"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "component", "failureSignature": "学生在纸上写不出任何基于互联网的创新实例，或者只能写出与互联网无关的例子（如“发明电灯”），无法说明其如何推动社会进步。", "inInferenceGraph": true, "retagHash": "719abb271718d32e", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_VNSEaNew", "prerequisiteId": "ca_gN5PvzJv", "strength": "soft", "reason": "不先理解物联网的基本含义是万物互联，就无法举例说明其实现方式", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 6，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "老师问'举个例子'时，学生会反问'物联网是什么'，或者举例时把智能手表和手机的蓝牙连接当成物联网，说不清'万物'在联网。", "inInferenceGraph": true, "retagHash": "39e15a67930e9cbb", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_VNSEaNew", "prerequisiteId": "ca_8v3BkwJ5", "strength": "soft", "reason": "不先理解物联网是连接物理世界与数字世界的纽带，就无法举例说明其互联机制", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 9，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 component"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "component", "failureSignature": "学生会用手机控制风扇的例子来说明万物互联，但说不清风扇里的传感器如何把'转速'这种物理状态变成手机屏幕上显示的数字。", "inInferenceGraph": true, "retagHash": "0b160ba19b9dddb2", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_9LJiRQnJ", "prerequisiteId": "ca_gN5PvzJv", "strength": "soft", "reason": "不先知道物联网的基本含义是万物互联，就无法列举其实际应用案例。", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 6，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "他会在纸上写下'智能手环'，但无法解释它如何连接物理世界与数字世界，只能反复说'它能测心跳'，却说不出心跳数据如何变成手机上的数字信号。", "inInferenceGraph": true, "retagHash": "b8b2e687145bc723", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_Gc6n4JR3", "prerequisiteId": "ca_xU7AomFO", "strength": "soft", "reason": "不先知道AI的三大技术基础是数据、算法和算力，就无法举例说明其作用", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 10，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "他会在举例时把“算法”说成“电脑的计算速度”，把“算力”说成“数据的多少”，或者完全无法区分三者，只能重复说“人工智能需要很多数据”。", "inInferenceGraph": true, "retagHash": "c42ff00751ccf210", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_Gc6n4JR3", "prerequisiteId": "ca_HfqYTOcK", "strength": "soft", "reason": "不先理解算法的定义，就无法将其作为AI的核心要素之一进行举例说明", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 1，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "ad11310dd1650315"}
{"anchorId": "ca_V9P2QMmf", "prerequisiteId": "ca_lYpFGdCe", "strength": "soft", "reason": "不先理解智慧社会是集成多种AI基础设施的生态系统，就无法描述其协同运作", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 11，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "他会在纸上写'智慧社会=人工智能+社会'，然后举两个不相关的例子（如扫地机器人和导航），说它们'一起工作'，但无法解释它们如何通过数据共享或平台协同。", "inInferenceGraph": true, "retagHash": "84aeafbf71452b99", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_V9P2QMmf", "prerequisiteId": "ca_FB8BIpHP", "strength": "soft", "reason": "不先知道物联网是AI发展不可或缺的组成部分，就难以理解其协同关系", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 8，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 semantic"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "semantic", "failureSignature": "他无法解释物联网如何为智慧社会提供数据基础，导致在描述人工智能服务协同运作时，只能孤立地列举摄像头、传感器等设备，却说不出它们如何通过网络实时共享数据并触发后续的智能分析与响应。", "inInferenceGraph": true, "retagHash": "241c16a023c1d246", "strengthCappedBy": "matrix-track"}
{"anchorId": "ca_V9P2QMmf", "prerequisiteId": "ca_xU7AomFO", "strength": "soft", "reason": "不先掌握AI的三大技术基础，就无法分析具体基础设施或服务的协同运作", "crossDiscipline": null, "evidence": [{"kind": "llm", "detail": "候选池 40 选 10，模型提议未复核；本轮已两段式重标"}, {"kind": "llm", "detail": "两段式重标：先写失败表现（不告知有分类任务），再独立调用分类为 convention"}], "reviewStatus": "llm-proposed", "reviewedBy": [], "schemaVersion": "0.1.0", "type": "convention", "failureSignature": "无可观测影响", "inInferenceGraph": false, "retagHash": "a7bd43cd28c2f815"}
