diff --git "a/definitions/evaluation/articles/rules.json" "b/definitions/evaluation/articles/rules.json" new file mode 100644--- /dev/null +++ "b/definitions/evaluation/articles/rules.json" @@ -0,0 +1,63835 @@ +{ + "schema_version": 1, + "status": "qualified", + "rules": [ + { + "id": "article-001", + "status": "verified", + "target_kind": "fixed_article", + "reason": "Reviewed user-supplied archived initial state and user no-interaction attestation. User approved the four rules before publication; no independent live browser access claimed.", + "body_reference": { + "path": "wechat-qualified-v10/article-001/body.txt", + "sha256": "47ce6626ced3ab1aaf907df1b1bab1f4e6f94eac959264e19437c329bb529093", + "chars": 3935 + }, + "reference_scope": { + "start": "脑机接口最新进展登上Nature子刊，深度学习三巨头之一的LeCun都来转发。", + "end": "更多生成的语音例子：https://xc1490.github.io/nsd/", + "complete_initial_body": true, + "basis": "User-supplied archive and explicit no-interaction confirmation; saved markup/style review defines this historical scope." + }, + "body_regions": [ + [ + 1, + 19 + ], + [ + 20, + 37 + ], + [ + 38, + 46 + ], + [ + 47, + 63 + ], + [ + 64, + 66 + ] + ], + "body_region_review": [ + { + "label": "开篇与解码难题", + "lines": [ + 1, + 19 + ] + }, + { + "label": "解码框架与合成器", + "lines": [ + 20, + 37 + ] + }, + { + "label": "因果模型的研究结果", + "lines": [ + 38, + 46 + ] + }, + { + "label": "左右脑、采样与局限", + "lines": [ + 47, + 63 + ] + }, + { + "label": "论文与项目来源", + "lines": [ + 64, + 66 + ] + } + ], + "body_segmentation": { + "version": 3, + "method": "adjacent_reviewed_components_max_five", + "whole_body_preserved": true, + "reference_sha256": "47ce6626ced3ab1aaf907df1b1bab1f4e6f94eac959264e19437c329bb529093" + }, + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "脑电合成自然语音！LeCun转发Nature子刊新成果，代码开源" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "publisher", + "alternatives": [ + "量子位" + ] + }, + { + "id": "attribution", + "alternatives": [ + "Xupeng 投稿" + ] + }, + { + "id": "profile", + "alternatives": [ + "追踪人工智能新趋势，关注科技行业新突破" + ] + }, + { + "id": "profile-kind", + "alternatives": [ + "公众号" + ] + }, + { + "id": "submission", + "alternatives": [ + "投稿请发邮件到" + ] + }, + { + "id": "control-1", + "alternatives": [ + "赞" + ] + }, + { + "id": "control-2", + "alternatives": [ + "分享" + ] + }, + { + "id": "control-3", + "alternatives": [ + "推荐" + ] + }, + { + "id": "control-4", + "alternatives": [ + "写留言" + ] + } + ] + }, + "title_contract": { + "version": 1, + "alternatives": [ + "脑电合成自然语音！LeCun转发Nature子刊新成果，代码开源" + ], + "html_selector": "#activity-name,h1,h2,[role=\"heading\"]" + }, + "stable_text_review": [ + { + "id": "publisher", + "region": "文章署名与公众号身份" + }, + { + "id": "attribution", + "region": "文章署名" + }, + { + "id": "profile", + "region": "公众号介绍" + }, + { + "id": "profile-kind", + "region": "公众号卡片标签" + }, + { + "id": "submission", + "region": "投稿入口标签" + }, + { + "id": "control-1", + "region": "底部操作栏 .interaction_bar", + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。" + }, + { + "id": "control-2", + "region": "底部操作栏 .interaction_bar", + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。" + }, + { + "id": "control-3", + "region": "底部操作栏 .interaction_bar", + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。" + }, + { + "id": "control-4", + "region": "底部操作栏 .interaction_bar", + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。" + } + ], + "excluded_regions": [ + { + "region": "发表日期、地点与编辑日期", + "decision": "保存为证据，不设固定匹配", + "reason": "时间展示格式与编辑状态可能变化，不用它们代替内容完整性。" + }, + { + "region": "投稿、招聘和关注推广", + "decision": "投稿入口标签有依据时保留；具体推广内容不冻结", + "reason": "不是文章论述；职位、活动和推广文案会变化。" + }, + { + "region": "相关阅读标题", + "decision": "不纳入正文或固定文字", + "reason": "指向其他文章，不能要求当前文章抓取结果匹配一份永久推荐名单。" + }, + { + "region": "原创篇数、赞数、阅读数", + "decision": "排除动态数字", + "reason": "实时计数，不影响固定文章正文中的历史数字。" + }, + { + "region": "微信扫一扫、弹层和播放器菜单", + "decision": "隐藏内容不检查", + "reason": "归档有明确隐藏标记；不得根据源码文字直接认定可见。" + }, + { + "region": "评论", + "decision": "本轮不添加评论数量规则", + "reason": "用户确认未操作；保存的评论容器为 display:none 的弹层，没有默认展示的实际评论记录。" + } + ], + "comment_coverage_review": { + "status": "observed_absent", + "basis": "User confirms automatic-load save without interaction. Saved comment container has display:none inside stream_comment_dialog; failure labels are hidden dialog content. No actual displayed comment records found in this archived state; no claim of permanent absence." + }, + "comment_qualification_reference": { + "path": "wechat-qualified-v10/article-001/comment-proof.json", + "sha256": "961bc509b694e16b627f7181f92de554b6f8bb9b48dd5b653f5908f35fe89d8b" + }, + "source_provenance": { + "kind": "user_supplied_webarchive", + "archive_sha256": "1b7d491aa135f6de95d3631b6b66ea60eae00d1f292ecfed26600fa5ed1c68da", + "attestation": "没有操作，正常自动加载后保存", + "reviewed_on": "2026-10-22", + "scope_review": [ + { + "region": "标题", + "decision": "单独标题检查", + "reason": "识别目标文章，不能用正文或页面按钮代替。" + }, + { + "region": "正文与来源", + "decision": "正文分区覆盖", + "reason": "保留论述、普通图注和文章引用的论文、代码、演示链接。" + }, + { + "region": "署名、公众号身份与介绍", + "decision": "独立页面文字检查", + "reason": "属于页面归属或固定说明，移出正文后仍检查；不把文章首段当作界面标签。" + }, + { + "region": "发表日期、地点与编辑日期", + "decision": "保存为证据，不设固定匹配", + "reason": "时间展示格式与编辑状态可能变化，不用它们代替内容完整性。" + }, + { + "region": "投稿、招聘和关注推广", + "decision": "投稿入口标签有依据时保留；具体推广内容不冻结", + "reason": "不是文章论述；职位、活动和推广文案会变化。" + }, + { + "region": "相关阅读标题", + "decision": "不纳入正文或固定文字", + "reason": "指向其他文章，不能要求当前文章抓取结果匹配一份永久推荐名单。" + }, + { + "region": "原创篇数、赞数、阅读数", + "decision": "排除动态数字", + "reason": "实时计数，不影响固定文章正文中的历史数字。" + }, + { + "region": "微信扫一扫、弹层和播放器菜单", + "decision": "隐藏内容不检查", + "reason": "归档有明确隐藏标记；不得根据源码文字直接认定可见。" + }, + { + "region": "评论", + "decision": "本轮不添加评论数量规则", + "reason": "用户确认未操作；保存的评论容器为 display:none 的弹层，没有默认展示的实际评论记录。" + } + ] + }, + "title_review": { + "basis": "Visible title in user-supplied initial-load archive; not inferred from browser-tab metadata.", + "selector": "#activity-name" + }, + "stable_text_review_defaults": { + "basis": "文章归属或页面固定说明，不是正文段落；不冻结实时计数。", + "observed_on": "2026-10-22" + } + }, + { + "id": "article-002", + "status": "verified", + "target_kind": "fixed_article", + "reason": "Reviewed user-supplied archived initial state and user no-interaction attestation. User approved the four rules before publication; no independent live browser access claimed.", + "body_reference": { + "path": "wechat-qualified-v10/article-002/body.txt", + "sha256": "aa0b767cc6bd3e25effac4e1fe3a8baa2010e9450eea0190b2b81a94d6c4ead4", + "chars": 2309 + }, + "reference_scope": { + "start": "AI冲浪不丝滑？", + "end": "代码链接：https://github.com/Princeton-AI2-Lab/Avenir-Web", + "complete_initial_body": true, + "basis": "User-supplied archive and explicit no-interaction confirmation; saved markup/style review defines this historical scope." + }, + "body_regions": [ + [ + 1, + 12 + ], + [ + 13, + 23 + ], + [ + 24, + 29 + ], + [ + 30, + 42 + ], + [ + 43, + 44 + ] + ], + "body_region_review": [ + { + "label": "开篇与三大难题", + "lines": [ + 1, + 12 + ] + }, + { + "label": "规划与定位模块", + "lines": [ + 13, + 23 + ] + }, + { + "label": "任务跟踪与记忆模块", + "lines": [ + 24, + 29 + ] + }, + { + "label": "实验与消融结果", + "lines": [ + 30, + 42 + ] + }, + { + "label": "论文与项目来源", + "lines": [ + 43, + 44 + ] + } + ], + "body_segmentation": { + "version": 3, + "method": "adjacent_reviewed_components_max_five", + "whole_body_preserved": true, + "reference_sha256": "aa0b767cc6bd3e25effac4e1fe3a8baa2010e9450eea0190b2b81a94d6c4ead4" + }, + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "龙虾冲浪终于不迷路了！网页智能体新框架Avenir\\-Web开源即SOTA" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "publisher", + "alternatives": [ + "量子位" + ] + }, + { + "id": "attribution", + "alternatives": [ + "Avenir-Web 团队 投稿" + ] + }, + { + "id": "profile", + "alternatives": [ + "追踪人工智能新趋势，关注科技行业新突破" + ] + }, + { + "id": "profile-kind", + "alternatives": [ + "公众号" + ] + }, + { + "id": "control-1", + "alternatives": [ + "赞" + ] + }, + { + "id": "control-2", + "alternatives": [ + "分享" + ] + }, + { + "id": "control-3", + "alternatives": [ + "推荐" + ] + }, + { + "id": "control-4", + "alternatives": [ + "写留言" + ] + } + ] + }, + "title_contract": { + "version": 1, + "alternatives": [ + "龙虾冲浪终于不迷路了！网页智能体新框架Avenir-Web开源即SOTA" + ], + "html_selector": "#activity-name,h1,h2,[role=\"heading\"]" + }, + "stable_text_review": [ + { + "id": "publisher", + "region": "文章署名与公众号身份" + }, + { + "id": "attribution", + "region": "文章署名" + }, + { + "id": "profile", + "region": "公众号介绍" + }, + { + "id": "profile-kind", + "region": "公众号卡片标签" + }, + { + "id": "control-1", + "region": "底部操作栏 .interaction_bar", + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。" + }, + { + "id": "control-2", + "region": "底部操作栏 .interaction_bar", + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。" + }, + { + "id": "control-3", + "region": "底部操作栏 .interaction_bar", + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。" + }, + { + "id": "control-4", + "region": "底部操作栏 .interaction_bar", + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。" + } + ], + "excluded_regions": [ + { + "region": "发表日期、地点与编辑日期", + "decision": "保存为证据，不设固定匹配", + "reason": "时间展示格式与编辑状态可能变化，不用它们代替内容完整性。" + }, + { + "region": "投稿、招聘和关注推广", + "decision": "投稿入口标签有依据时保留；具体推广内容不冻结", + "reason": "不是文章论述；职位、活动和推广文案会变化。" + }, + { + "region": "相关阅读标题", + "decision": "不纳入正文或固定文字", + "reason": "指向其他文章，不能要求当前文章抓取结果匹配一份永久推荐名单。" + }, + { + "region": "原创篇数、赞数、阅读数", + "decision": "排除动态数字", + "reason": "实时计数，不影响固定文章正文中的历史数字。" + }, + { + "region": "微信扫一扫、弹层和播放器菜单", + "decision": "隐藏内容不检查", + "reason": "归档有明确隐藏标记；不得根据源码文字直接认定可见。" + }, + { + "region": "评论", + "decision": "本轮不添加评论数量规则", + "reason": "用户确认未操作；保存的评论容器为 display:none 的弹层，没有默认展示的实际评论记录。" + } + ], + "comment_coverage_review": { + "status": "observed_absent", + "basis": "User confirms automatic-load save without interaction. Saved comment container has display:none inside stream_comment_dialog; failure labels are hidden dialog content. No actual displayed comment records found in this archived state; no claim of permanent absence." + }, + "comment_qualification_reference": { + "path": "wechat-qualified-v10/article-002/comment-proof.json", + "sha256": "7595bd3f83055f32930e27a5cc721da7c018b1c0fe92ecbea28929ae8f2b6df6" + }, + "source_provenance": { + "kind": "user_supplied_webarchive", + "archive_sha256": "4d76ad7a74f78df3f49bf45323cc7874e4b2341c70b24242244867fe334eede2", + "attestation": "没有操作，正常自动加载后保存", + "reviewed_on": "2026-10-22", + "scope_review": [ + { + "region": "标题", + "decision": "单独标题检查", + "reason": "识别目标文章，不能用正文或页面按钮代替。" + }, + { + "region": "正文与来源", + "decision": "正文分区覆盖", + "reason": "保留论述、普通图注和文章引用的论文、代码、演示链接。" + }, + { + "region": "署名、公众号身份与介绍", + "decision": "独立页面文字检查", + "reason": "属于页面归属或固定说明，移出正文后仍检查；不把文章首段当作界面标签。" + }, + { + "region": "发表日期、地点与编辑日期", + "decision": "保存为证据，不设固定匹配", + "reason": "时间展示格式与编辑状态可能变化，不用它们代替内容完整性。" + }, + { + "region": "投稿、招聘和关注推广", + "decision": "投稿入口标签有依据时保留；具体推广内容不冻结", + "reason": "不是文章论述；职位、活动和推广文案会变化。" + }, + { + "region": "相关阅读标题", + "decision": "不纳入正文或固定文字", + "reason": "指向其他文章，不能要求当前文章抓取结果匹配一份永久推荐名单。" + }, + { + "region": "原创篇数、赞数、阅读数", + "decision": "排除动态数字", + "reason": "实时计数，不影响固定文章正文中的历史数字。" + }, + { + "region": "微信扫一扫、弹层和播放器菜单", + "decision": "隐藏内容不检查", + "reason": "归档有明确隐藏标记；不得根据源码文字直接认定可见。" + }, + { + "region": "评论", + "decision": "本轮不添加评论数量规则", + "reason": "用户确认未操作；保存的评论容器为 display:none 的弹层，没有默认展示的实际评论记录。" + } + ] + }, + "title_review": { + "basis": "Visible title in user-supplied initial-load archive; not inferred from browser-tab metadata.", + "selector": "#activity-name" + }, + "stable_text_review_defaults": { + "basis": "文章归属或页面固定说明，不是正文段落；不冻结实时计数。", + "observed_on": "2026-10-22" + } + }, + { + "id": "article-003", + "status": "verified", + "target_kind": "fixed_article", + "reason": "Reviewed user-supplied archived initial state and user no-interaction attestation. User approved the four rules before publication; no independent live browser access claimed.", + "body_reference": { + "path": "wechat-qualified-v10/article-003/body.txt", + "sha256": "d1bc3046a1401a37a7ceaddb6c25415391d17cac7c3563f552bc3dd809f485b8", + "chars": 1486 + }, + "reference_scope": { + "start": "玩 Twitter 4个多月了，共发布了 200+ 推，获得了 8000+ 关注，或许增长速度不是最快的，但几乎没有为了运营账号专门去花费时间频繁互动、收集素材及蹭流量，投入产出比可以说是第一梯队的，整理下我的增长策略以供参考吧。", + "end": "一些小技巧。账号的冷启阶段是最难的，与 KOL 的互动会极大加速这一过程，我的最初三四百粉丝，就是靠@tualatrix的一篇帖子帮忙引流，增长过程中@gefei55给了很大流量，感谢两位贵人。我现在有些好的产品和内容也会帮忙分享：之前写了篇价值投资的热帖，有知有行团队联系了商务推广，我因为不想做外部商业化拒掉了，但他们的内容太好，我后面又偷偷免费给挂上了。如何让别人注意到你呢？提到相关内容时可以@一下。但需要注意的是，没人有义务帮忙引流，我主动分享的东西，从来都是我感觉有价值的，值得被更多人看到的，互动只是帮忙被看到，是否能承接还是要靠内容本身。另一个很有用的小技巧，是第一句话要提纲挈领且吸引人（配图同理），这样能够最大程度吸引别人继续读下去。", + "complete_initial_body": true, + "basis": "User-supplied archive and explicit no-interaction confirmation; saved markup/style review defines this historical scope." + }, + "body_regions": [ + [ + 1, + 3 + ], + [ + 4, + 6 + ], + [ + 7, + 9 + ], + [ + 10, + 12 + ], + [ + 13, + 13 + ] + ], + "body_region_review": [ + { + "label": "增长背景与平台机制", + "lines": [ + 1, + 3 + ] + }, + { + "label": "发推目的与关系质量", + "lines": [ + 4, + 6 + ] + }, + { + "label": "现实生活与分享心态", + "lines": [ + 7, + 9 + ] + }, + { + "label": "内容、语气与信息密度", + "lines": [ + 10, + 12 + ] + }, + { + "label": "冷启动、互动与开头技巧", + "lines": [ + 13, + 13 + ] + } + ], + "body_segmentation": { + "version": 3, + "method": "adjacent_reviewed_components_max_five", + "whole_body_preserved": true, + "reference_sha256": "d1bc3046a1401a37a7ceaddb6c25415391d17cac7c3563f552bc3dd809f485b8" + }, + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "200\\+推文涨粉8000：我的推特增长策略" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "publisher", + "alternatives": [ + "安小竹的自留地" + ] + }, + { + "id": "original", + "alternatives": [ + "原创" + ] + }, + { + "id": "control-1", + "alternatives": [ + "赞" + ] + }, + { + "id": "control-2", + "alternatives": [ + "分享" + ] + }, + { + "id": "control-3", + "alternatives": [ + "推荐" + ] + }, + { + "id": "control-4", + "alternatives": [ + "写留言" + ] + } + ] + }, + "title_contract": { + "version": 1, + "alternatives": [ + "200+推文涨粉8000：我的推特增长策略" + ], + "html_selector": "#activity-name,h1,h2,[role=\"heading\"]" + }, + "stable_text_review": [ + { + "id": "publisher", + "region": "公众号身份", + "basis": "文章归属或页面固定说明，不是正文段落；不冻结实时计数。" + }, + { + "id": "original", + "region": "文���原创标记", + "basis": "文章归属或页面固定说明，不是正文段落；不冻结实时计数。" + }, + { + "id": "control-1", + "region": "底部操作栏 .interaction_bar" + }, + { + "id": "control-2", + "region": "底部操作栏 .interaction_bar" + }, + { + "id": "control-3", + "region": "底部操作栏 .interaction_bar" + }, + { + "id": "control-4", + "region": "底部操作栏 .interaction_bar" + } + ], + "excluded_regions": [ + { + "region": "发表日期、地点与编辑日期", + "decision": "保存为证据，不设固定匹配", + "reason": "时间展示格式与编辑状态可能变化，不用它们代替内容完整性。" + }, + { + "region": "投稿、招聘和关注推广", + "decision": "投稿入口标签有依据时保留；具体推广内容不冻结", + "reason": "不是文章论述；职位、活动和推广文案会变化。" + }, + { + "region": "相关阅读标题", + "decision": "不纳入正文或固定文字", + "reason": "指向其他文章，不能要求当前文章抓取结果匹配一份永久推荐名单。" + }, + { + "region": "原创篇数、赞数、阅读数", + "decision": "排除动态数字", + "reason": "实时计数，不影响固定文章正文中的历史数字。" + }, + { + "region": "微信扫一扫、弹层和播放器菜单", + "decision": "隐藏内容不检查", + "reason": "归档有明确隐藏标记；不得根据源码文字直接认定可见。" + }, + { + "region": "评论", + "decision": "本轮不添加评论数量规则", + "reason": "用户确认未操作；保存的评论容器为 display:none 的弹层，没有默认展示的实际评论记录。" + } + ], + "comment_coverage_review": { + "status": "observed_absent", + "basis": "User confirms automatic-load save without interaction. Saved comment container has display:none inside stream_comment_dialog; failure labels are hidden dialog content. No actual displayed comment records found in this archived state; no claim of permanent absence." + }, + "comment_qualification_reference": { + "path": "wechat-qualified-v10/article-003/comment-proof.json", + "sha256": "55077c44049c2fb4ef2f64c31d2869413e31bcdac9468ed1b5e4fdd1394babdc" + }, + "source_provenance": { + "kind": "user_supplied_webarchive", + "archive_sha256": "4323bb1f919f4f218de39d383bf9740caa640b4df1ab0c1612e77e6fceb81bb1", + "attestation": "没有操作，正常自动加载后保存", + "reviewed_on": "2026-10-22", + "scope_review": [ + { + "region": "标题", + "decision": "单独标题检查", + "reason": "识别目标文章，不能用正文或页面按钮代替。" + }, + { + "region": "正文与来源", + "decision": "正文分区覆盖", + "reason": "保留论述、普通图注和文章引用的论文、代码、演示链接。" + }, + { + "region": "署名、公众号身份与介绍", + "decision": "独立页面文字检查", + "reason": "属于页面归属或固定说明，移出正文后仍检查；不把文章首段当作界面标签。" + }, + { + "region": "发表日期、地点与编辑日期", + "decision": "保存为证据，不设固定匹配", + "reason": "时间展示格式与编辑状态可能变化，不用它们代替内容完整性。" + }, + { + "region": "投稿、招聘和关注推广", + "decision": "投稿入口标签有依据时保留；具体推广内容不冻结", + "reason": "不是文章论述；职位、活动和推广文案会变化。" + }, + { + "region": "相关阅读标题", + "decision": "不纳入正文或固定文字", + "reason": "指向其他文章，不能要求当前文章抓取结果匹配一份永久推荐名单。" + }, + { + "region": "原创篇数、赞数、阅读数", + "decision": "排除动态数字", + "reason": "实时计数，不影响固定文章正文中的历史数字。" + }, + { + "region": "微信扫一扫、弹层和播放器菜单", + "decision": "隐藏内容不检查", + "reason": "归档有明确隐藏标记；不得根据源码文字直接认定可见。" + }, + { + "region": "评论", + "decision": "本轮不添加评论数量规则", + "reason": "用户确认未操作；保存的评论容器为 display:none 的弹层，没有默认展示的实际评论记录。" + } + ] + }, + "title_review": { + "basis": "Visible title in user-supplied initial-load archive; not inferred from browser-tab metadata.", + "selector": "#activity-name" + }, + "stable_text_review_defaults": { + "basis": "默认操作栏中的普通文字；隐藏弹层的同名文字不能作为来源证据。", + "observed_on": "2026-10-22" + } + }, + { + "id": "article-005", + "status": "verified", + "reason": "The target post is fully visible from first to final sentence in the initial viewport. Its fixed single post is distinct from the changing reply timeline; no show-more control or line clamp applies to its body. Revision 7 uses fixed comment coverage only where actual initial comment prose is evidenced; historical comments are not runtime targets.", + "target_kind": "fixed_article", + "body_reference": { + "path": "article-reference-inputs-v1/article-005/body.txt", + "sha256": "ce58f6c719a695db06ff0cf7751662f9add982f2cf2aabfef80d5958bdb8205b", + "chars": 997 + }, + "body_regions": [ + [ + 1, + 1 + ] + ], + "reference_scope": { + "complete_initial_body": true, + "selector": "article [data-testid=\"tweetText\"]", + "start": "There's a new kind of coding I call \"vibe coding\", where you fully give in to the vibes, embrace exp", + "end": "t really coding - I just see stuff, say stuff, run stuff, and copy paste stuff, and it mostly works.", + "included": "Complete rendered initial article text in the declared body container; ordinary body links retained in evidence metadata.", + "evidence_files": [ + "article-reference-inputs-v1/article-005/body.html", + "article-reference-inputs-v1/article-005/dom.html", + "article-reference-inputs-v1/article-005/accessibility.txt", + "article-reference-inputs-v1/article-005/viewport.png", + "article-reference-inputs-v1/article-005/review.json" + ], + "observed_on": "2026-10-19", + "authentication_scope": "Existing signed-in session observed; no authenticated context required by case. 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Cases do not require authenticated context; no independent evidence these labels/regions remain ordinary and stable in anonymous sessions. Fixed title/author and ordinary policy footer remain required." + }, + { + "region": "Comments and replies outside the initial displayed state", + "reason": "Exclude discussion requiring clicks, expansion, tab switches, login, pagination or scroll-triggered loading. Where initial actual comment prose is evidenced, require the declared minimum distinct author-and-text records only. Historical names, text, reply relationships and total counts are not runtime targets. No comment contract is added for evidenced absence or placeholder-only sections." + } + ], + "title_review": { + "status": "not_applicable", + "reason": "Ordinary post has no independently rendered article title; case name is editorial metadata. Preserve all original post text, including any title-like opening, as body.", + "evidence_file": "article-completeness-r5/article-005/settled-page.json", + "observed_on": "2026-10-20T03:57:45.352Z", + "source_observation_status": "current_independent_observation", + "current_capture_certifies_title": true + }, + "body_region_review": [ + { + "lines": [ + 1, + 1 + ], + "label": "开篇：There's a new kind of coding I call \"vibe coding\", where you", + "basis": "Contiguous ordinary paragraph/quote/component in complete bound source", + "source_heading": null + } + ], + "body_segmentation": { + "version": 3, + "method": "reviewed_paragraph_quote_or_whole_component", + "whole_body_preserved": true, + "reference_sha256": "ce58f6c719a695db06ff0cf7751662f9add982f2cf2aabfef80d5958bdb8205b" + }, + "comment_review": { + "scope": "Only comment text displayed after automatic initial loading; no clicks, expansion, tab switching, pagination, login or scroll-triggered loading.", + "runtime_reference_required": false, + "qualification_only": true, + "source_evidence": [ + { + "path": "article-comment-coverage-r7/article-005/source-capture.json", + "sha256": "48a36a631e7ae2eea27a1637397b1f02f90252dec802526e59afe9c120239540", + "scope": "complete_initial_page" + }, + { + "path": "article-comment-coverage-r7/article-005/source-capture-2.json", + "sha256": "08cac7ca6670c16f5af97630fc353314f8871b2a0cc38a719e251daa6208e2ef", + "scope": "complete_initial_page" + } + ], + "acceptance_role": "fixed_minimum_comment_coverage", + "counter_policy": "Aggregate page counters are not record counts.", + "frozen_text_policy": "Names, text, links and reply relationships are not frozen. Distinct source record IDs remain separate. Without IDs, duplicate author-and-text pairs count once.", + "limitation": "Coverage cannot detect every omission above the fixed minimum. Historical absence is not permanent absence." + }, + "comment_qualification_reference": { + "path": "article-comment-coverage-r7/article-005/comment-qualification-reference-r7.json", + "sha256": "2a95107eb52e674e874451103ea2138cf5e400ed77a7cdc9a44aa2eb5cc800a4" + }, + "comment_contract": { + "record_selector": "article[data-testid=\"tweet\"]:not(:has(a[href=\"/karpathy/status/1886192184808149383\"] > time))", + "author_selector": "[data-testid=\"User-Name\"] > div:first-child a", + "body_selector": "[data-testid=\"tweetText\"]", + "section_markers": [ + "Post your reply" + ], + "version": 2, + "minimum_comments": 6, + "text_scope": { + "body_end": "t really coding - I just see stuff, say stuff, run stuff, and copy paste stuff, and it mostly works.", + "end_markers": [ + "Relevant people", + "Trending now", + "Terms", + "Privacy" + ] + }, + "ignored_labels": [ + "add a comment", + "leave a reply", + "like", + "likes", + "load more", + "log in", + "login", + "read more", + "register", + "replies", + "reply", + "report", + "share", + "show more", + "sign in", + "加载更多", + "发表评论", + "回复", + "展开", + "展开回复", + "查看更多", + "注册", + "添加评论", + "点赞", + "登录", + "登录后评论" + ], + "unavailable_notices": [ + "[deleted]", + "[removed]", + "[内容不可见]", + "[已删除]", + "this comment has been hidden", + "this comment has been hidden (marked as spam)" + ] + }, + "comment_coverage_review": { + "status": "visible_text", + "basis": "A new direct tab was opened for this audit. Only automatic loading and read-only observations were used; no clicks, expansion, scrolling, login, tab switching or pagination. Seven reply cards with author and visible text appear automatically, excluding the main post. Show more and Show replies were untouched; only their displayed prefixes count. The page/browser automatically settled at scrollY 10 without an agent scroll action.", + "historical_record_count": 7, + "valid_text_record_count": 7, + "valid_unique_text_record_count": 7, + "excluded_empty_text_count": 0, + "excluded_placeholder_count": 0, + "minimum_comments": 6, + "minimum_basis": "Require all independently observed valid text records when the count is at most five; otherwise require 80%, rounded up. The baseline is the frozen authoring count, not a live page counter." + }, + "comment_boundary_review": { + "source_evidence": { + "path": "article-comment-coverage-r7/article-005/source-capture-2.json", + "sha256": "08cac7ca6670c16f5af97630fc353314f8871b2a0cc38a719e251daa6208e2ef", + "scope": "complete_initial_page" + }, + "basis": "Reviewed standalone labels after the final captured initial comment record; not inferred from all stable anchors. 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Revision 7 uses fixed comment coverage only where actual initial comment prose is evidenced; historical comments are not runtime targets.", + "target_kind": "fixed_article", + "body_reference": { + "path": "article-reference-inputs-v1/article-006/body.txt", + "sha256": "9ca928954a05551979ec86adc340fd84208c74b7ff38d9ff83394bf3bfecc903", + "chars": 15612 + }, + "body_regions": [ + [ + 1, + 17 + ], + [ + 18, + 40 + ], + [ + 41, + 53 + ], + [ + 54, + 76 + ], + [ + 77, + 94 + ] + ], + "reference_scope": { + "complete_initial_body": true, + "selector": "[data-testid=\"twitterArticleRichTextView\"]", + "start": "We cut browser sessions from $0.06 to $0.02 per hour while making browsers start and scale faster.\nO", + "end": "um already running.\nBrowsers on the aforementioned infrastructure are live at cloud.browser-use.com.", + "included": "Complete rendered initial article text in the declared body container; ordinary body links retained in evidence metadata.", + "evidence_files": [ + "article-reference-inputs-v1/article-006/body.html", + "article-reference-inputs-v1/article-006/dom.html", + "article-reference-inputs-v1/article-006/accessibility.txt", + "article-reference-inputs-v1/article-006/viewport.png", + "article-reference-inputs-v1/article-006/review.json", + "article-reference-inputs-v1/article-006/fullpage.png", + "article-reference-inputs-v1/article-006/screenshot.png" + ], + "observed_on": "2026-10-19", + "authentication_scope": "Existing signed-in session observed; no authenticated context required by case. 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This exception is solely for independent authoring inspection; evaluated Web Fetch tasks still prohibit browser interaction." + }, + "evidence_files": [ + "article-reference-inputs-v1/article-010/modal-dismissal-v3/source-review.json", + "article-reference-inputs-v1/article-010/modal-dismissal-v3/body.html", + "article-reference-inputs-v1/article-010/modal-dismissal-v3/links.json" + ], + "primary_after_capture": "article-replacement-review/article-010-modal-policy-r3-after/capture.json", + "before_capture": "article-replacement-review/article-010-modal-policy-r3-before/capture.json" + }, + "body_regions": [ + [ + 1, + 8 + ], + [ + 9, + 26 + ], + [ + 27, + 62 + ], + [ + 63, + 90 + ], + [ + 91, + 95 + ] + ], + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "人工智能的细分方向及学习路线，看这一篇就够了" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "stable-1", + "alternatives": [ + "关注" + ] + }, + { + "id": 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"APP" + ] + }, + { + "id": "stable-7", + "alternatives": [ + "AI用量" + ] + }, + { + "id": "stable-8", + "alternatives": [ + "作品广场" + ] + }, + { + "id": "stable-9", + "alternatives": [ + "专家标注" + ] + }, + { + "id": "stable-10", + "alternatives": [ + "创作者中心" + ] + }, + { + "id": "stable-11", + "alternatives": [ + "登录" + ] + }, + { + "id": "stable-12", + "alternatives": [ + "注册" + ] + }, + { + "id": "stable-13", + "alternatives": [ + "关注" + ] + }, + { + "id": "stable-14", + "alternatives": [ + "私信" + ] + }, + { + "id": "stable-15", + "alternatives": [ + "目录" + ] + }, + { + "id": "stable-16", + "alternatives": [ + "收起" + ] + }, + { + "id": "stable-17", + "alternatives": [ + "相关推荐" + ] + }, + { + "id": "stable-18", + "alternatives": [ + "精选内容" + ] + }, + { + "id": "stable-19", + "alternatives": [ + "为你推荐" + ] + }, + { + "id": "stable-21", + "alternatives": [ + "更多" + ] + }, + { + "id": "stable-22", + "alternatives": [ + "标签" + ] + }, + { + "id": "stable-23", + "alternatives": [ + "JavaScript" + ] + }, + { + "id": "stable-24", + "alternatives": [ + "代码解读" + ] + }, + { + "id": "stable-25", + "alternatives": [ + "复制代码" + ] + } + ] + }, + "stable_text_review": [ + { + "id": "stable-2", + "region": "article_author", + "phrase": "iamswf" + }, + { + "id": "stable-3", + "region": "header_navigation", + "phrase": "首页" + }, + { + "id": "stable-4", + "region": "header_navigation", + "phrase": "沸点" + }, + { + "id": "stable-5", + "region": "header_navigation", + "phrase": "课程" + }, + { + "id": "stable-6", + "region": "header_navigation", + "phrase": "APP" + }, + { + "id": "stable-7", + "region": "header_navigation", + "phrase": "AI用量" + }, + { + "id": "stable-8", + "region": "header_navigation", + "phrase": "作品广场" + }, + { + "id": "stable-9", + "region": "header_navigation", + "phrase": "专家标注" + }, + { + "id": "stable-10", + "region": "header_navigation", + "phrase": "创作者中心" + }, + { + "id": "stable-11", + "region": "header_navigation", + "phrase": "登录" + }, + { + "id": "stable-12", + "region": "header_navigation", + "phrase": "注册" + }, + { + "id": "stable-13", + "region": "sidebar_and_article_controls", + "phrase": "关注" + }, + { + "id": "stable-14", + "region": "sidebar_and_article_controls", + "phrase": "私信" + }, + { + "id": "stable-15", + "region": "sidebar_and_article_controls", + "phrase": "目录" + }, + { + "id": "stable-16", + "region": "sidebar_and_article_controls", + "phrase": "收起" + }, + { + "id": "stable-17", + "region": "sidebar_and_article_controls", + "phrase": "相关推荐" + }, + { + "id": "stable-18", + "region": "sidebar_and_article_controls", + "phrase": "精选内容" + }, + { + "id": "stable-19", + "region": "sidebar_and_article_controls", + "phrase": "为你推荐" + }, + { + "id": "stable-21", + "region": "sidebar_and_article_controls", + "phrase": "更多" + }, + { + "id": "stable-22", + "region": "sidebar_and_article_controls", + "phrase": "标签" + }, + { + "id": "stable-23", + "region": "sidebar_and_article_controls", + "phrase": "JavaScript" + }, + { + "id": "stable-24", + "region": "sidebar_and_article_controls", + "phrase": "代码解读" + }, + { + "id": "stable-25", + "region": "sidebar_and_article_controls", + "phrase": "复制代码" + } + ], + "excluded_regions": [ + "Article illustration lettering/alt text, icon graphics and generated code line numbers.", + "Author stats/level/bio, read/comment/like totals, recommendations and current promotions.", + "Session-dependent selected follow state and hidden menu content.", + { + "region": "Comments and replies outside the initial displayed state", + "reason": "Exclude discussion requiring clicks, expansion, tab switches, login, pagination or scroll-triggered loading. Where initial actual comment prose is evidenced, require the declared minimum distinct author-and-text records only. Historical names, text, reply relationships and total counts are not runtime targets. No comment contract is added for evidenced absence or placeholder-only sections." + }, + { + "region": "Collapsed continuations of the second and third initially displayed comments", + "reason": "Require only the native default visible prefixes declared in comment_review. The remaining overflow-hidden prose requiring 展开 is excluded even if present in raw DOM/AX/innerText. No comment expansion occurred." + } + ], + "title_review": { + "status": "observed", + "reason": "Actual matching rendered source heading in independent current initial-load capture.", + "evidence_file": "article-completeness-r5/article-014/settled-page.json", + "observed_on": "2026-10-20T03:58:26.527Z", + "source_title": "javascript事件循环(浏览器/node)", + "source_selector": "h1.article-title", + "source_observation_status": "current_independent_observation", + "current_capture_certifies_title": true + }, + "title_contract": { + "version": 1, + "alternatives": [ + "javascript事件循环(浏览器/node)" + ], + "html_selector": "h1.article-title,h1,h2,[role=\"heading\"]" + }, + "body_region_review": [ + { + "lines": [ + 1, + 8 + ], + "label": "为什么要了解 js 中的事件循环 — 浏览器 vs node", + "basis": "Adjacent reviewed semantic components merged at existing source boundaries; complete text and order preserved.", + "merged_component_labels": [ + "为什么要了解 js 中的事件循环", + "浏览器 vs node" + ] + }, + { + "lines": [ + 9, + 54 + ], + "label": "浏览器端", + "basis": "Adjacent reviewed semantic components merged at existing source boundaries; complete text and order preserved.", + "merged_component_labels": [ + "浏览器端" + ] + }, + { + "lines": [ + 55, + 125 + ], + "label": "实践一下 — node端", + "basis": "Adjacent reviewed semantic components merged at existing source boundaries; complete text and order preserved.", + "merged_component_labels": [ + "实践一下", + "node端" + ] + }, + { + "lines": [ + 126, + 235 + ], + "label": "实践一下", + "basis": "Adjacent reviewed semantic components merged at existing source boundaries; complete text and order preserved.", + "merged_component_labels": [ + "实践一下" + ] + }, + { + "lines": [ + 236, + 248 + ], + "label": "引用", + "basis": "Adjacent reviewed semantic components merged at existing source boundaries; complete text and order preserved.", + "merged_component_labels": [ + "引用" + ] + } + ], + "body_segmentation": { + "version": 3, + "method": "adjacent_reviewed_components_max_five", + "whole_body_preserved": true, + "reference_sha256": "095d44071cb07b3682397f09bea75ce9e282de6c4029cbbc50bb38653aec5502" + }, + "comment_review": { + "scope": "Only comment text displayed after automatic initial loading; no clicks, expansion, tab switching, pagination, login or scroll-triggered loading.", + "runtime_reference_required": false, + "qualification_only": true, + "source_evidence": [ + { + "path": "article-reference-inputs-v1/article-014/page.txt", + "sha256": "356387440d336ad9cbd49b6914c03152dc2468e5117d2051c02ca5cadc01da15", + "observation": "historicalindependentinitialsource", + "complete_scope_caveat": "Wholepage/AXsource, notselectedarticlebody; parentclosedstatesreviewedseparately." + }, + { + "path": "article-completeness-r5/article-014/settled-page.json", + "sha256": "48f94c8700aacff884d21ad9d4c023f82c3bdbd535898bad527293877427f7dd", + "observed_at": "2026-10-20T03:58:26.527Z", + "observation": "freshbrowserinitialsource" + }, + { + "path": "article-completeness-r5/article-014/comment-visible-prefix-proof.json", + "sha256": "3f88582905437b763d3c417ff75ed03d9b6ac1907bcf68361ca714b61fbaa70b", + "observed_at": "2026-10-20T04:24:34.667Z", + "observation": "all3initialcommentfieldsanddefaultclipboundaries" + } + ], + "acceptance_role": "fixed_minimum_comment_coverage", + "counter_policy": "Aggregate page counters are not record counts.", + "frozen_text_policy": "Names, text, links and reply relationships are not frozen. Distinct source record IDs remain separate. Without IDs, duplicate author-and-text pairs count once.", + "limitation": "Coverage cannot detect every omission above the fixed minimum. Historical absence is not permanent absence." + }, + "comment_qualification_reference": { + "path": "article-completeness-r5/article-014/comment-qualification-reference-r5.json", + "sha256": "f6cc8e64e6cdce265d370f4669f62df24821d9a8eeee2526f353c511778d2927", + "chars": 3099, + "record_count": 3 + }, + "comment_contract": { + "record_selector": ".comment-card.comment-item", + "author_selector": ".comment-header .username .name", + "body_selector": ".comment-content > .content", + "id_attribute": "data-cid", + "section_markers": [ + "评论" + ], + "version": 2, + "minimum_comments": 3, + "text_scope": { + "body_end": "eJS Event Loop Part 4\nEvent Loop Best Practices — NodeJS Event Loop Part 5\nUsing requestIdleCallback", + "end_markers": [ + "加个关注，精彩更新不错过~", + "相关推荐" + ] + }, + "ignored_labels": [ + "add a comment", + "leave a reply", + "like", + "likes", + "load more", + "log in", + "login", + "read more", + "register", + "replies", + "reply", + "report", + "share", + "show more", + "sign in", + "加载更多", + "发表评论", + "回复", + "展开", + "展开回复", + "查看更多", + "注册", + "添加评论", + "点赞", + "登录", + "登录后评论" + ], + "unavailable_notices": [ + "[deleted]", + "[removed]", + "[内容不可见]", + "[已删除]", + "this comment has been hidden", + "this comment has been hidden (marked as spam)" + ] + }, + "comment_coverage_review": { + "status": "visible_text", + "basis": "Three default visible comment prefixes qualify; clamped continuation excluded. Saved visible-boundary evidence supplies only the already visible prefix.", + "historical_record_count": 3, + "valid_text_record_count": 3, + "valid_unique_text_record_count": 3, + "excluded_empty_text_count": 0, + "excluded_placeholder_count": 0, + "minimum_comments": 3, + "minimum_basis": "Require all independently observed valid text records when the count is at most five; otherwise require 80%, rounded up. The baseline is the frozen authoring count, not a live page counter." + }, + "comment_boundary_review": { + "source_evidence": { + "path": "article-completeness-r5/article-014/settled-page.json", + "sha256": "48f94c8700aacff884d21ad9d4c023f82c3bdbd535898bad527293877427f7dd", + "scope": "complete_initial_page" + }, + "basis": "Reviewed standalone labels after the final captured initial comment record; not inferred from all stable anchors. Body ending is a scope hint, not an extra body pass requirement.", + "end_markers": [ + "加个关注，精彩更新不错过~", + "相关推荐" + ] + }, + "stable_text_review_defaults": { + "basis": "Ordinary initial-load site label or fixed article attribution; not a changing recommendation or account value.", + "observed_on": "2026-10-19" + } + }, + { + "id": "article-015", + "status": "verified", + "target_kind": "fixed_article", + "reason": "Human explicitly accepts complete displayed portion of retained original URL without expanding collapsed body. Every displayed character/block is source-bound through real clipping/mask geometry; full unopened article/answer is not claimed. Revision 7 uses fixed comment coverage only where actual initial comment prose is evidenced; historical comments are not runtime targets.", + "body_reference": { + "path": "article-reference-inputs-v1/article-015/visible-scope-r4/body.txt", + "sha256": "b8df6f208d1238e9fc0212d7153d6afda7842145b45143c0d752e39c35e2bcb2", + "chars": 775 + }, + "body_regions": [ + [ + 1, + 13 + ], + [ + 14, + 27 + ], + [ + 28, + 28 + ] + ], + "body_region_review": [ + { + "lines": [ + 1, + 13 + ], + "label": "开篇：Avenir-Web 团队 投稿", + "basis": "Contiguous ordinary paragraph/quote/component in complete bound source", + "source_heading": null + }, + { + "lines": [ + 14, + 27 + ], + "label": "Web Agent 的三大难题", + "basis": "Observed article chapter heading", + "source_heading": "Web Agent 的三大难题" + }, + { + "lines": [ + 28, + 28 + ], + "label": "Avenir-Web 的 Agent Harness 核心设计", + "basis": "Observed article chapter heading", + "source_heading": "Avenir-Web 的 Agent Harness 核心设计" + } + ], + "reference_scope": { + "complete_initial_body": true, + "display_scope": "complete_displayed_excerpt", + "full_original_claimed": false, + "collapsed_remainder_excluded": true, + "selector": "#js_content", + "start": "Avenir-Web 团队 投稿\n量子位 | 公众号 QbitAI\n\nAI冲浪不丝滑？\n\n伦敦大学学院（UCL）、普林斯顿大学和爱丁堡大学的研究团队联合推出了Avenir-Web，让现有多模态模型像人类一样使用网页。\n\n现有的Web Agent在面对复杂的网页结构（如 iframe、Shadow DOM）时，往往会陷入", + "end": "跨页面操作时容易产生“导航漂移”，陷入重复错误的循环。\n\n针对这些痛点，Avenir-Web提出了一套模块化的Agent Harness框架。\n\n由于它是Harness，而不是需要重新训练的模型，因此整个方案天然具备training-free的部署优势。\n\nAvenir-Web 的 Agent Harness 核心设计", + "observed_on": "2026-10-19", + "included": "All14 intrinsic-geometry-selected owned ordinary text blocks in document order. Actual headings, paragraphs and list markers/line breaks retained; images/alt/OCR and unselected hidden remainder excluded.", + "evidence_files": [ + "article-replacement-review/article-015-visible-r4/viewport.png", + "article-replacement-review/article-015-visible-r4/complete-body.html", + "article-replacement-review/article-015-visible-r4/boundary.png", + "article-replacement-review/article-015-visible-r4/capture.json", + "article-replacement-review/article-015-visible-r4/accessibility.txt", + "article-replacement-review/article-015-visible-r4/visible-prose-geometry.json", + "article-replacement-review/article-015-visible-r4-with-mask/visible-prose-geometry.json" + ], + "boundary_basis": "Target #article_content height2000/scroll6394, #js_content height6370; outer .blog-content-box.is-paywall-clipped mask reaches zero36px before bottom. All14 owned body blocks match independently selected outer-mask geometry; its other2 blocks are title/meta and excluded from body. Final displayed ordinary text is Harness heading, not later image letters or hidden prose.", + "authoring_action": "Direct original URL initial load only; no close/login/follow/subscribe or body expansion.", + "viewport_scope": "Document viewport clipping is excluded, so already-loaded text below viewport remains eligible; real ancestor overflow and zero-alpha mask boundaries still apply.", + "evaluation_policy": "Authoring-only obstruction close does not authorize evaluated Web Fetch to click, expand, follow, log in or reveal body." + }, + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "龙虾冲浪终于不迷路了！网页智能体新框架Avenir\\-Web开源即SOTA" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "stable-1", + "alternatives": [ + "登录" + ] + }, + { + "id": "stable-2", + "alternatives": [ + "消息" + ] + }, + { + "id": "stable-3", + "alternatives": [ + "创作" + ] + }, + { + "id": "stable-4", + "alternatives": [ + "首页" + ] + }, + { + "id": "stable-5", + "alternatives": [ + "博客" + ] + }, + { + "id": "stable-6", + "alternatives": [ + "下载" + ] + }, + { + "id": "stable-7", + "alternatives": [ + "学习" + ] + }, + { + "id": "stable-8", + "alternatives": [ + "社区" + ] + }, + { + "id": "stable-9", + "alternatives": [ + "模型市场" + ] + }, + { + "id": "stable-10", + "alternatives": [ + "AI搜索" + ] + }, + { + "id": "stable-11", + "alternatives": [ + "AtomGit" + ] + }, + { + "id": "stable-12", + "alternatives": [ + "InsCode" + ] + }, + { + "id": "stable-13", + "alternatives": [ + "技术会议" + ] + }, + { + "id": "stable-14", + "alternatives": [ + "墨衍" + ] + }, + { + "id": "stable-15", + "alternatives": [ + "MoGrow" + ] + }, + { + "id": "stable-16", + "alternatives": [ + "收藏" + ] + }, + { + "id": "stable-17", + "alternatives": [ + "历史" + ] + }, + { + "id": "stable-18", + "alternatives": [ + "会员中心" + ] + }, + { + "id": "stable-19", + "alternatives": [ + "创作中心" + ] + }, + { + "id": "stable-21", + "alternatives": [ + "QbitAl" + ] + }, + { + "id": "stable-22", + "alternatives": [ + "墨衍会员" + ] + }, + { + "id": "stable-23", + "alternatives": [ + "AI 创作全网分发" + ] + }, + { + "id": "stable-24", + "alternatives": [ + "码龄" + ] + }, + { + "id": "stable-25", + "alternatives": [ + "关注" + ] + }, + { + "id": "stable-26", + "alternatives": [ + "转载" + ] + }, + { + "id": "stable-27", + "alternatives": [ + "2026-04-29 20:44:30" + ] + }, + { + "id": "stable-28", + "alternatives": [ + "阅读" + ] + }, + { + "id": "stable-29", + "alternatives": [ + "AI 写同款" + ] + }, + { + "id": "stable-30", + "alternatives": [ + "关注博主即可阅读全文" + ] + }, + { + "id": "stable-31", + "alternatives": [ + "收录于" + ] + }, + { + "id": "stable-32", + "alternatives": [ + "天工造物局" + ] + }, + { + "id": "stable-33", + "alternatives": [ + "标签" + ] + }, + { + "id": "stable-34", + "alternatives": [ + "#前端" + ] + }, + { + "id": "stable-35", + "alternatives": [ + "原文链接：" + ] + }, + { + "id": "stable-36", + "alternatives": [ + "相关推荐" + ] + }, + { + "id": "stable-37", + "alternatives": [ + "换一换" + ] + }, + { + "id": "stable-38", + "alternatives": [ + "上一篇：" + ] + }, + { + "id": "stable-39", + "alternatives": [ + "下一篇：" + ] + }, + { + "id": "stable-40", + "alternatives": [ + "目录" + ] + }, + { + "id": "body-41", + "alternatives": [ + "Avenir-Web 团队 投稿量子位 | 公众号 QbitAI", + "Avenir-Web 团队 投稿\n量子位 | 公众号 QbitAI" + ] + }, + { + "id": "body-42", + "alternatives": [ + "Avenir-Web 的 Agent Harness 核心设计" + ] + }, + { + "id": "body-43", + "alternatives": [ + "元素定位不准（Inaccurate Grounding）：过度依赖DOM树，在处理非标准结构（如 Canvas、嵌套 iframe）时极易失效。" + ] + }, + { + "id": "body-44", + "alternatives": [ + "缺乏特定站点的流程知识（Site-specific Procedural Knowledge）：Agent不懂得参考“用户手册”或“攻略”，只能乱撞。" + ] + }, + { + "id": "body-45", + "alternatives": [ + "长程任务跟踪与记忆力不稳定（Unstable Memory）：跨页面操作时容易产生“导航漂移”，陷入重复错误的循环。" + ] + }, + { + "id": "body-46", + "alternatives": [ + "Web Agent 的三大难题" + ] + }, + { + "id": "body-47", + "alternatives": [ + "AI冲浪不丝滑？" + ] + }, + { + "id": "body-48", + "alternatives": [ + "伦敦大学学院（UCL）、普林斯顿大学和爱丁堡大学的研究团队联合推出了Avenir-Web，让现有多模态模型像人类一样使用网页。" + ] + }, + { + "id": "body-49", + "alternatives": [ + "现有的Web Agent在面对复杂的网页结构（如 iframe、Shadow DOM）时，往往会陷入“定位不准”“缺乏常识”或“走着走着就忘了”的窘境。" + ] + }, + { + "id": "body-50", + "alternatives": [ + "特别是在长程任务（Long-horizon tasks）中，由于缺乏对特定网站操作流程的认知，Agent���往只能盲目探索，导致任务成功率低下。" + ] + }, + { + "id": "body-51", + "alternatives": [ + "Avenir-Web是一个不需要额外训练的新模型，本质上是一套开源的Agent Harness，也就是一个training-free的框架，在ONLINE-MIND2WEB上取得53.7%的成功率，刷新最强开源纪录。" + ] + }, + { + "id": "body-52", + "alternatives": [ + "研究团队指出，目前Web Agent在实际部署中面临三个核心瓶颈：" + ] + }, + { + "id": "body-53", + "alternatives": [ + "针对这些痛点，Avenir-Web提出了一套模块化的Agent Harness框架。" + ] + }, + { + "id": "body-54", + "alternatives": [ + "由于它是Harness，而不是需要重新训练的模型，因此整个方案天然具备training-free的部署优势。" + ] + } + ] + }, + "stable_text_review": [ + { + "id": "stable-1", + "region": "ordinary_header_and_side_navigation", + "phrase": "登录", + "evidence": 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accessibility.txt; visible-prose-geometry.json; viewport.png; boundary.png" + }, + { + "id": "stable-33", + "region": "folded_gate_and_ordinary_surrounding_labels", + "phrase": "标签", + "evidence": "article-replacement-review/article-015-visible-r4/complete-body.html; accessibility.txt; visible-prose-geometry.json; viewport.png; boundary.png" + }, + { + "id": "stable-34", + "region": "folded_gate_and_ordinary_surrounding_labels", + "phrase": "#前端", + "evidence": "article-replacement-review/article-015-visible-r4/complete-body.html; accessibility.txt; visible-prose-geometry.json; viewport.png; boundary.png" + }, + { + "id": "stable-35", + "region": "folded_gate_and_ordinary_surrounding_labels", + "phrase": "原文链接：", + "evidence": "article-replacement-review/article-015-visible-r4/complete-body.html; accessibility.txt; visible-prose-geometry.json; viewport.png; boundary.png" + }, + { + "id": "stable-36", + "region": "folded_gate_and_ordinary_surrounding_labels", + "phrase": "相关推荐", + 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"region": "folded_gate_and_ordinary_surrounding_labels", + "phrase": "目录", + "evidence": "article-replacement-review/article-015-visible-r4/complete-body.html; accessibility.txt; visible-prose-geometry.json; viewport.png; boundary.png" + }, + { + "id": "body-41", + "region": "displayed_article_body", + "basis": "Complete first displayed semantic block. 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Distributed coverage alone allowed whole short paragraphs to disappear; this explicit source-reviewed requirement prevents that omission without lowering any coverage threshold.", + "phrase": "伦敦大学学院（UCL）、普林斯顿大学和爱丁堡大学的研究团队联合推出了Avenir-Web，让现有多模态模型像人类一样使用网页。", + "evidence": "article-replacement-review/article-015-visible-r4/complete-body.html; accessibility.txt; visible-prose-geometry.json; viewport.png; boundary.png" + }, + { + "id": "body-49", + "region": "displayed_article_body", + "basis": "Complete ordinary paragraph/block of this short14-block displayed excerpt. Distributed coverage alone allowed whole short paragraphs to disappear; this explicit source-reviewed requirement prevents that omission without lowering any coverage threshold.", + "phrase": "现有的Web Agent在面对复杂的网页结构（如 iframe、Shadow DOM）时，往往会陷入“定位不准”“缺乏常识”或“走着走着就忘了”的窘境。", + "evidence": "article-replacement-review/article-015-visible-r4/complete-body.html; accessibility.txt; visible-prose-geometry.json; viewport.png; boundary.png" + }, + { + "id": "body-50", + "region": "displayed_article_body", + "basis": "Complete ordinary paragraph/block of this short14-block displayed excerpt. Distributed coverage alone allowed whole short paragraphs to disappear; this explicit source-reviewed requirement prevents that omission without lowering any coverage threshold.", + "phrase": "特别是在长程任务（Long-horizon tasks）中，由于缺乏对特定网站操作流程的认知，Agent往往只能盲目探索，导致任务成功率低下。", + "evidence": "article-replacement-review/article-015-visible-r4/complete-body.html; accessibility.txt; visible-prose-geometry.json; viewport.png; boundary.png" + }, + { + "id": "body-51", + "region": "displayed_article_body", + "basis": "Complete ordinary paragraph/block of this short14-block displayed excerpt. 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No comment contract is added for evidenced absence or placeholder-only sections." + } + ], + "title_review": { + "status": "observed", + "reason": "Actual matching rendered source heading in independent current initial-load capture.", + "evidence_file": "article-completeness-r5/article-037/current-page.json", + "observed_on": "2026-10-20T03:51:37.802Z", + "source_title": "The Perfect Belgrade Itinerary", + "source_selector": "h1.sc-8e3fc05-0.sc-77279772-11", + "source_observation_status": "current_independent_observation", + "current_capture_certifies_title": true + }, + "title_contract": { + "version": 1, + "alternatives": [ + "The Perfect Belgrade Itinerary" + ], + "html_selector": "h1.sc-8e3fc05-0.sc-77279772-11,h1,h2,[role=\"heading\"]" + }, + "body_region_review": [ + { + "lines": [ + 1, + 2 + ], + "label": "开篇：Please always refer to the latest government advice before b", + "basis": "Contiguous ordinary paragraph/quote/component in complete bound source", + "source_heading": null + }, + { + "lines": [ + 3, + 32 + ], + "label": "Forget Berlin, Paris or Rome; for a city break rich in culture, history, scenery and gastronomy, yet unspoiled by the tourist masses, try Belgrade instead.", + "basis": "Observed article chapter heading", + "source_heading": "Forget Berlin, Paris or Rome; for a city break rich in culture, history, scenery and gastronomy, yet unspoiled by the tourist masses, try Belgrade instead." + } + ], + "body_segmentation": { + "version": 3, + "method": "chapter_headings_h3", + "whole_body_preserved": true, + "reference_sha256": "1a8df2e5630356e721e02fce536f4652b0677ca27721a69576da11c58a7b5b8f" + }, + "comment_review": { + "scope": "Only comment text displayed after automatic initial loading; no clicks, expansion, tab switching, pagination, login or scroll-triggered loading.", + "runtime_reference_required": false, + "qualification_only": true, + "source_evidence": [ + { + "path": "article-reference-inputs-v1/article-037/page.txt", + "sha256": "12365913adbac42111cad36f495d8f427e988f2d5f7864fa5d74c4450aac0472", + "observation": "historicalindependentinitialsource", + "complete_scope_caveat": "Wholepage/AXsource, notselectedarticlebody; parentclosedstatesreviewedseparately." + }, + { + "path": "article-completeness-r5/article-037/current-page.json", + "sha256": "d7a585e6503899534e33ead4754b2c44b49e5940d204da8f11ac56570db66ea2", + "observed_at": "2026-10-20T03:51:37.802Z", + "observation": "freshbrowserinitialsource" + } + ], + "acceptance_role": "no_runtime_comment_rule", + "counter_policy": "Aggregate page counters are not record counts.", + "frozen_text_policy": "Names, text, links and reply relationships are not frozen. Distinct source record IDs remain separate. Without IDs, duplicate author-and-text pairs count once.", + "limitation": "Coverage cannot detect every omission above the fixed minimum. Historical absence is not permanent absence." + }, + "comment_qualification_reference": { + "path": "article-completeness-r5/article-037/comment-qualification-reference-r5.json", + "sha256": "9e14c677b8b8faa9a56a8c40dbb46a27af8308612f9757a103155b2a15f1c58f", + "chars": 816, + "record_count": 0 + }, + "comment_coverage_review": { + "status": "observed_absent", + "basis": "Noactualdisplayedcommentrecord/componentincompleteinitialsource. Freshindependentreferencecertifieszero; laterpositivecommentlayoutisunsupported/unmeasureduntilreview, neverautomaticpass.", + "historical_record_count": 0, + "valid_text_record_count": 0, + "valid_unique_text_record_count": 0, + "excluded_empty_text_count": 0, + "excluded_placeholder_count": 0 + }, + "stable_text_review_defaults": { + "basis": "Single initial-load observation. Wording inferred stable from fixed article attribution or ordinary site navigation/policy/control role; no claim of repeated sessions.", + "observed_on": "2026-10-19" + } + }, + { + "id": "article-038", + "status": "verified", + "target_kind": "post_collection", + "reason": "Two independently captured automatic initial loads each displayed 4 qualified records. Require at least 4 distinct owned post links with author and nonempty visible text, permitting attributed quotes for empty outer text. Retain page identity and stable labels. No runtime reference, fixed wording or current membership is required; this is coverage, not full-text completeness or freshness.", + "qualification_reference": { + "path": "article-reference-inputs-v1/article-038/qualification-posts.json", + "sha256": "8fb37c133c8e99197eefc26eea9fda04bc1f6a5043e948e95564e1dd85097199" + }, + "post_contract": { + "version": 2, + "hosts": [ + "x.com" + ], + "entry_path": "/browser_use/status/[0-9]+", + "html_record_selector": "article[data-testid=\"tweet\"]", + "html_permalink_selector": "a:has(time)", + "html_author_selector": "[data-testid=\"User-Name\"] > div:first-child", + "html_body_selector": "[data-testid=\"tweetText\"]", + "html_quote_selector": "div[role=\"link\"][tabindex=\"0\"]:has([data-testid=\"tweetText\"])", + "quote_markers": [ + "Quote" + ], + "minimum_posts": 4, + "allow_empty_outer_with_quotes": true, + "ignored_labels": [ + "bookmark", + "bookmarks", + "like", + "likes", + "load more", + "log in", + "permalink", + "read more", + "replies", + "reply", + "report", + "repost", + "reposts", + "share", + "show more", + "sign in", + "today", + "view", + "views", + "yesterday", + "今天", + "分享", + "加载更多", + "回复", + "展开", + "收藏", + "昨天", + "查看", + "查看更多", + "注册", + "点赞", + "登录", + "转发" + ], + "unavailable_notices": [], + "non_author_labels": [ + "today", + "yesterday", + "date", + "time", + "permalink", + "view post", + "post", + "今天", + "昨天", + "详情", + "查看帖子" + ] + }, + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "@browser_use" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "stable-1", + "alternatives": [ + "Browser Use" + ] + }, + { + "id": "stable-2", + "alternatives": [ + "@browser_use" + ] + }, + { + "id": "stable-3", + "alternatives": [ + "Posts" + ] + }, + { + "id": "stable-4", + "alternatives": [ + "Replies" + ] + }, + { + "id": "stable-5", + "alternatives": [ + "Reposts" + ] + }, + { + "id": "stable-6", + "alternatives": [ + "Media" + ] + }, + { + "id": "stable-7", + "alternatives": [ + "Articles" + ] + }, + { + "id": "stable-8", + "alternatives": [ + "Terms" + ] + }, + { + "id": "stable-9", + "alternatives": [ + "Privacy" + ] + }, + { + "id": "stable-10", + "alternatives": [ + "Cookies" + ] + }, + { + "id": "stable-11", + "alternatives": [ + "Accessibility" + ] + }, + { + "id": "stable-12", + "alternatives": [ + "US TIDA" + ] + }, + { + "id": "stable-13", + "alternatives": [ + "Ads Info" + ] + }, + { + "id": "profile-1", + "alternatives": [ + "Agents that use the Browser" + ] + }, + { + "id": "profile-2", + "alternatives": [ + "Science & Technology" + ] + }, + { + "id": "profile-3", + "alternatives": [ + "San Francisco" + ] + }, + { + "id": "profile-4", + "alternatives": [ + "browser-use.com" + ] + }, + { + "id": "profile-5", + "alternatives": [ + "Joined November 2024" + ] + } + ] + }, + "stable_text_review": [ + { + "id": "stable-1", + "phrase": "Browser Use", + "region": "profile_identity" + }, + { + "id": "stable-2", + "phrase": "@browser_use", + "region": "profile_identity" + }, + { + "id": "stable-3", + "phrase": "Posts", + "region": "profile_tabs" + }, + { + "id": "stable-4", + "phrase": "Replies", + "region": "profile_tabs" + }, + { + "id": "stable-5", + "phrase": "Reposts", + "region": "profile_tabs" + }, + { + "id": "stable-6", + "phrase": "Media", + "region": "profile_tabs" + }, + { + "id": "stable-7", + "phrase": "Articles", + "region": "profile_tabs" + }, + { + "id": "stable-8", + "phrase": "Terms", + "region": "site_footer" + }, + { + "id": "stable-9", + "phrase": "Privacy", + "region": "site_footer" + }, + { + "id": "stable-10", + "phrase": "Cookies", + "region": "site_footer" + }, + { + "id": "stable-11", + "phrase": "Accessibility", + "region": "site_footer" + }, + { + "id": "stable-12", + "phrase": "US TIDA", + "region": "site_footer" + }, + { + "id": "stable-13", + "phrase": "Ads Info", + "region": "site_footer" + }, + { + "id": "profile-1", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + }, + { + "id": "profile-2", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + }, + { + "id": "profile-3", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + }, + { + "id": "profile-4", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + }, + { + "id": "profile-5", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + } + ], + "excluded_regions": [ + "Interaction-triggered records and hidden continuations: no clicks, expansion, tab switching, login, pagination or scroll-triggered loading.", + "Image lettering, OCR, alt text and accessibility-only descriptions are not visible post text.", + "Changing counters, relative dates, personalized account state and recommendation members are not frozen. Current names, post identities and wording are not matched against historical captures.", + "Historical observations qualify the fixed count floor only; quote excerpts do not establish complete linked originals." + ], + "comment_review": { + "mode": "covered_by_post_contract", + "runtime_reference_required": false, + "basis": "This is a changing post collection. Initially displayed posts and reply posts use the fixed version 2 post coverage contract, not a separate comment rule." + }, + "post_coverage_review": { + "scope": "initial_load_only", + "observed_on": "2026-10-19", + "reviewed_on": "2026-10-20", + "observed_valid_post_count": 4, + "minimum_posts": 4, + "minimum_basis": "Require all independently observed initial posts when the baseline is at most five; otherwise require 80%, rounded up. Count distinct owned post links with author and visible text; accept attributed quote text for genuinely empty outer posts. No current identities, wording, runtime reference or freshness claim.", + "user_approved": true, + "qualification_reference": { + "path": "article-reference-inputs-v1/article-038/qualification-posts.json", + "sha256": "8fb37c133c8e99197eefc26eea9fda04bc1f6a5043e948e95564e1dd85097199" + }, + "source_evidence": [ + { + "path": "article-reference-inputs-v1/article-038/body.html", + "sha256": "d56f05796e78ace8c40aab7b825cf42ba28849cfbdd8e5e37aac405860fc13f6" + }, + { + "path": "article-reference-inputs-v1/article-038/metadata.json", + "sha256": "a465605de8f9952df51e1f1bb5ca762d03a6c582ff8731d69bb7710b899d6478" + }, + { + "path": "article-reference-inputs-v1/article-038/observation-root-02/observation.json", + "sha256": "ad8c9415530dd8483ce89d1b6b26978dd603143e56ef2d327de22dbd7e2b0b21" + }, + { + "path": "article-reference-inputs-v1/article-038/observation-root-02/records.json", + "sha256": "4411829c920814a7d0c5a92aa146dd9d1e6195df13630ced768e4f6e31a715b9" + } + ], + "limitation": "Coverage only: does not establish complete text, current membership or freshness. Interaction-triggered and hidden content is excluded.", + "historical_qualification_reason": "Two independent direct initial loads contained four complete owned outer posts. Require complete owned post text and separately displayed quoted components against a contemporaneous per-evaluation reference; freeze neither member identities nor counters.", + "historical_excluded_regions": [ + "Changing engagement counters, profile counts and trend/ad sidebar members.", + "Personalized account labels, signed-in primary navigation and follow relationship state.", + "Image lettering and media payloads; quoted excerpts do not assert completeness of their linked originals." + ], + "historical_comment_review": { + "scope": "Everyordinarycomment/replytextinitiallydisplayedafterautomaticloading; no expansion,scrollloading,tabchange,loginorcommentpagination.", + "runtime_reference_required": false, + "runtime_reference_policy": "Freshindependentcompleteinitial-loadobservationboundtoexecutioncontext; oldest<=900seconds. Multipleobservationsmustbecomplete, notloadingskeletons.", + "counter_policy": "Visiblecommenttotals,reactioncountsandpublicationagesarenotexpectedrecordcounts.", + "qualification_only": true, + "observed_excluded_when_closed": "Comment/replycontentinsidecloseddisclosures,collapsedpanels,inactive tabs,loginwalls,paginationoruntriggeredscrollloadingisexcluded; neverinteracttoexposeit.", + "zero_source_guard": "Azeroreferencerequirescompleteindependentinitialsourcesandclosed/hiddenancestorchecks. RawDOMabsence/emptyselectors/loadingstatecannotcertifyzero.", + "status": "covered_by_post_contract", + "identity_role": "comment_author", + "source_evidence": [], + "reason": "Allinitialfeedposts/replycardsandquotedtextarealreadyrequiredandownedmatchedbyexistingpost_contract; no redundantcommentabsenceinferencefromXshell.", + "existing_post_qualification": { + "path": "article-038/qualification-posts.json", + "sha256": "8fb37c133c8e99197eefc26eea9fda04bc1f6a5043e948e95564e1dd85097199" + }, + "existing_post_contract": { + "version": 1, + "hosts": [ + "x.com" + ], + "entry_path": "/browser_use/status/[0-9]+", + "html_record_selector": "article[data-testid=\"tweet\"]", + "html_permalink_selector": "a:has(time)", + "html_author_selector": "[data-testid=\"User-Name\"] > div:first-child", + "html_body_selector": "[data-testid=\"tweetText\"]", + "html_quote_selector": "div[role=\"link\"][tabindex=\"0\"]:has([data-testid=\"tweetText\"])", + "quote_markers": [ + "Quote" + ], + "required_ratio": 1.0, + "max_reference_age_seconds": 900 + } + } + }, + "profile_review": { + "source": "article-reference-inputs-v1/article-038/accessibility.txt", + "sha256": "226d68f680863e6e9c12945e96880ccc5dbc255bd8b2bbbfbd5306faa7f718e6", + "fields": [ + "Agents that use the Browser", + "Science & Technology", + "San Francisco", + "browser-use.com", + "Joined November 2024" + ] + }, + "stable_text_review_defaults": { + "basis": "Ordinary owner identity, profile navigation or site footer wording observed in initial DOM and rendered reference; excludes personalized primary navigation.", + "observed_on": "2026-10-19" + } + }, + { + "id": "article-039", + "status": "verified", + "target_kind": "post_collection", + "reason": "Two independently captured automatic initial loads each displayed 9 qualified records. Require at least 8 distinct owned post links with author and nonempty visible text, permitting attributed quotes for empty outer text. Retain page identity and stable labels. No runtime reference, fixed wording or current membership is required; this is coverage, not full-text completeness or freshness.", + "qualification_reference": { + "path": "article-reference-inputs-v1/article-039/displayed-scope-r3/qualification-posts.json", + "sha256": "5af29463b56c324d5a00b6b72f736e55584c834b17a74d56afe87e110fc92399" + }, + "post_contract": { + "version": 2, + "hosts": [ + "x.com" + ], + "entry_path": "/[^/]+/status/[0-9]+", + "html_record_selector": "article[data-testid=\"tweet\"]", + "html_permalink_selector": "a:has(time)", + "html_author_selector": "[data-testid=\"User-Name\"] > div:first-child", + "html_body_selector": "div.r-1iusvr4.r-kzbkwu", + "html_quote_selector": "div[role=\"link\"][tabindex=\"0\"]:has([data-testid=\"tweetText\"])", + "quote_markers": [ + "Quote" + ], + "minimum_posts": 8, + "allow_empty_outer_with_quotes": true, + "ignored_labels": [ + "bookmark", + "bookmarks", + "like", + "likes", + "load more", + "log in", + "permalink", + "read more", + "replies", + "reply", + "report", + "repost", + "reposts", + "share", + "show more", + "sign in", + "today", + "view", + "views", + "yesterday", + "今天", + "分享", + "加载更多", + "回复", + "展开", + "收藏", + "昨天", + "查看", + "查看更多", + "注册", + "点赞", + "登录", + "转发" + ], + "unavailable_notices": [], + "non_author_labels": [ + "today", + "yesterday", + "date", + "time", + "permalink", + "view post", + "post", + "今天", + "昨天", + "详情", + "查看帖子" + ] + }, + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "@browser_use" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "stable-1", + "alternatives": [ + "Browser Use" + ] + }, + { + "id": "stable-2", + "alternatives": [ + "@browser_use" + ] + }, + { + "id": "stable-3", + "alternatives": [ + "Agents that use the Browser" + ] + }, + { + "id": "stable-4", + "alternatives": [ + "Science & Technology" + ] + }, + { + "id": "stable-5", + "alternatives": [ + "San Francisco" + ] + }, + { + "id": "stable-6", + "alternatives": [ + "browser-use.com" + ] + }, + { + "id": "stable-7", + "alternatives": [ + "Joined November 2024" + ] + }, + { + "id": "stable-8", + "alternatives": [ + "Following" + ] + }, + { + "id": "stable-9", + "alternatives": [ + "Followers" + ] + }, + { + "id": "stable-10", + "alternatives": [ + "Affiliates" + ] + }, + { + "id": "stable-11", + "alternatives": [ + "Posts" + ] + }, + { + "id": "stable-12", + "alternatives": [ + "Replies" + ] + }, + { + "id": "stable-13", + "alternatives": [ + "Reposts" + ] + }, + { + "id": "stable-14", + "alternatives": [ + "Media" + ] + }, + { + "id": "stable-15", + "alternatives": [ + "Articles" + ] + }, + { + "id": "stable-16", + "alternatives": [ + "Follow" + ] + }, + { + "id": "stable-17", + "alternatives": [ + "Home" + ] + }, + { + "id": "stable-18", + "alternatives": [ + "Explore" + ] + }, + { + "id": "stable-19", + "alternatives": [ + "Notifications" + ] + }, + { + "id": "stable-20", + "alternatives": [ + "Chat" + ] + }, + { + "id": "stable-21", + "alternatives": [ + "Calls" + ] + }, + { + "id": "stable-22", + "alternatives": [ + "Grok" + ] + }, + { + "id": "stable-23", + "alternatives": [ + "History" + ] + }, + { + "id": "stable-24", + "alternatives": [ + "Profile" + ] + }, + { + "id": "stable-25", + "alternatives": [ + "More" + ] + }, + { + "id": "stable-26", + "alternatives": [ + "Post" + ] + }, + { + "id": "stable-27", + "alternatives": [ + "What’s happening" + ] + }, + { + "id": "stable-28", + "alternatives": [ + "Show more" + ] + }, + { + "id": "stable-29", + "alternatives": [ + "Terms" + ] + }, + { + "id": "stable-30", + "alternatives": [ + "Privacy" + ] + }, + { + "id": "stable-31", + "alternatives": [ + "Cookies" + ] + }, + { + "id": "stable-32", + "alternatives": [ + "Accessibility" + ] + }, + { + "id": "stable-33", + "alternatives": [ + "US TIDA" + ] + }, + { + "id": "stable-34", + "alternatives": [ + "Ads Info" + ] + }, + { + "id": "stable-35", + "alternatives": [ + "Search" + ], + "visible_control": { + "selector": "[data-testid=\"SearchBox_Search_Input\"]", + "attribute": "placeholder" + } + } + ] + }, + "stable_text_review": [ + { + "id": "stable-1", + "phrase": "Browser Use", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-2", + "phrase": "@browser_use", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-3", + "phrase": "Agents that use the Browser", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-4", + "phrase": "Science & Technology", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-5", + "phrase": "San Francisco", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-6", + "phrase": "browser-use.com", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-7", + "phrase": "Joined November 2024", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-8", + "phrase": "Following", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-9", + "phrase": "Followers", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-10", + "phrase": "Affiliates", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-11", + "phrase": "Posts", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-12", + "phrase": "Replies", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-13", + "phrase": "Reposts", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-14", + "phrase": "Media", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-15", + "phrase": "Articles", + "region": "profile_identity_description_navigation" + }, + { + "id": "stable-16", + "phrase": "Follow", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-17", + "phrase": "Home", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-18", + "phrase": "Explore", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-19", + "phrase": "Notifications", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-20", + "phrase": "Chat", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-21", + "phrase": "Calls", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-22", + "phrase": "Grok", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-23", + "phrase": "History", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-24", + "phrase": "Profile", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-25", + "phrase": "More", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-26", + "phrase": "Post", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-27", + "phrase": "What’s happening", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-28", + "phrase": "Show more", + "region": "site_navigation_and_section_controls" + }, + { + "id": "stable-29", + "phrase": "Terms", + "region": "site_footer_controls" + }, + { + "id": "stable-30", + "phrase": "Privacy", + "region": "site_footer_controls" + }, + { + "id": "stable-31", + "phrase": "Cookies", + "region": "site_footer_controls" + }, + { + "id": "stable-32", + "phrase": "Accessibility", + "region": "site_footer_controls" + }, + { + "id": "stable-33", + "phrase": "US TIDA", + "region": "site_footer_controls" + }, + { + "id": "stable-34", + "phrase": "Ads Info", + "region": "site_footer_controls" + }, + { + "id": "stable-35", + "phrase": "Search", + "region": "site_search_visible_placeholder" + } + ], + "excluded_regions": [ + "Interaction-triggered records and hidden continuations: no clicks, expansion, tab switching, login, pagination or scroll-triggered loading.", + "Image lettering, OCR, alt text and accessibility-only descriptions are not visible post text.", + "Changing counters, relative dates, personalized account state and recommendation members are not frozen. Current names, post identities and wording are not matched against historical captures.", + "Historical observations qualify the fixed count floor only; quote excerpts do not establish complete linked originals." + ], + "comment_review": { + "mode": "covered_by_post_contract", + "runtime_reference_required": false, + "basis": "This is a changing post collection. Initially displayed posts and reply posts use the fixed version 2 post coverage contract, not a separate comment rule." + }, + "post_coverage_review": { + "scope": "initial_load_only", + "observed_on": "2026-10-19", + "reviewed_on": "2026-10-20", + "observed_valid_post_count": 9, + "minimum_posts": 8, + "minimum_basis": "Require all independently observed initial posts when the baseline is at most five; otherwise require 80%, rounded up. Count distinct owned post links with author and visible text; accept attributed quote text for genuinely empty outer posts. No current identities, wording, runtime reference or freshness claim.", + "user_approved": true, + "qualification_reference": { + "path": "article-reference-inputs-v1/article-039/displayed-scope-r3/qualification-posts.json", + "sha256": "5af29463b56c324d5a00b6b72f736e55584c834b17a74d56afe87e110fc92399" + }, + "source_evidence": [ + { + "path": "article-replacement-review/article-039-visible-r3-a/accessibility.txt", + "sha256": "3281dc2f16a7431b521bc95e9aa40118a22e37d3b9c6190df2161e760868a085" + }, + { + "path": "article-replacement-review/article-039-visible-r3-a/capture.json", + "sha256": "cd269e94701bbc8e2a3a177c03637913b2d2c9bd4bb4a7fa311e8f3328030174" + }, + { + "path": "article-replacement-review/article-039-visible-r3-a/complete-body.html", + "sha256": "6372e7f8861bbbdaaa8179f5acbb34cd9e7b9eea2dd4b0c46cccd1aed6e37c7c" + }, + { + "path": "article-replacement-review/article-039-visible-r3-a/viewport.png", + "sha256": "8431532bce8094c85a671ef5eeeb824704a48e482c9436b89c86a6ea201785dd" + }, + { + "path": "article-replacement-review/article-039-visible-r3-a/visible-prose-geometry.json", + "sha256": "baa6453c6e66342fedcc78821cc775f9230ef9c828c12aa7bb50abc93eb48bb7" + }, + { + "path": "article-replacement-review/article-039-visible-r3-b/accessibility.txt", + "sha256": "8fc75e52cf5c1933e4ccebf12b5b0c08b482a93e535476c13f08d8ec7247ef1e" + }, + { + "path": "article-replacement-review/article-039-visible-r3-b/capture.json", + "sha256": "15a3e98834d38da713188c8d86d8ffa750d1a4d3e9bacdce76456a5f8de0feeb" + }, + { + "path": "article-replacement-review/article-039-visible-r3-b/complete-body.html", + "sha256": "1b41879663be67e41b4c87b262d204685e4e0ef53ae1a20b03fb7ee00c247d35" + }, + { + "path": "article-replacement-review/article-039-visible-r3-b/viewport.png", + "sha256": "414fbdb6e6e4b01322a45264fc84e1e7989f513eb8cbb3a0e81b5c784b7c327f" + }, + { + "path": "article-replacement-review/article-039-visible-r3-b/visible-prose-geometry.json", + "sha256": "0722ec2f273df9b5559837756430decc7ac5494ecd14b07d8b286e38d2ec6731" + } + ], + "limitation": "Coverage only: does not establish complete text, current membership or freshness. Interaction-triggered and hidden content is excluded.", + "historical_qualification_reason": "Two fresh controlled direct initial loads each contain all nine records. Human-authorized displayed-parts scope qualifies each complete default-visible post component, including the unexpanded ClaudeDevs prefix and its Show more control; no claim of complete linked originals or collapsed continuations. Every initial record remains in the external reference. The docs reply includes all three ordinary owned components: post prefix, visible preview title and source-domain caption.", + "historical_excluded_regions": [ + "Collapsed ClaudeDevs continuation after the complete default-displayed prefix; no expansion, login, scrolling, pagination, consent action or linked-article navigation. No source record omitted.", + "Hidden zero-size r-qlhcfr URL scheme/suffix spans; visible ellipsis remains. Actual t.co destinations retained in external per-part link metadata.", + "Image/media lettering, OCR, alt descriptions, aria-only link preview descriptions, 1px screen-reader-only timeline/trending/keyboard-shortcut headings. Actual ordinary docs preview title and source caption remain required.", + "Changing reply authors/IDs/post text live exclusively in the independent external reference. Relative dates/ages, engagement/profile totals, personalized account labels/follow relationship, ads/trends/recommendation members and session prompts excluded.", + "The generic owned body wrapper also physically contains its own author/date/reaction/action text. These are not article-body reference material and cannot substitute for prose. Intrinsic metadata removal is not claimed; per-record and per-component HTML negatives retain all such metadata while removing real body components. Existing nested-record/quote ownership isolation still applies." + ], + "historical_comment_review": { + "scope": "Everyordinarycomment/replytextinitiallydisplayedafterautomaticloading; no expansion,scrollloading,tabchange,loginorcommentpagination.", + "runtime_reference_required": false, + "runtime_reference_policy": "Freshindependentcompleteinitial-loadobservationboundtoexecutioncontext; oldest<=900seconds. Multipleobservationsmustbecomplete, notloadingskeletons.", + "counter_policy": "Visiblecommenttotals,reactioncountsandpublicationagesarenotexpectedrecordcounts.", + "qualification_only": true, + "observed_excluded_when_closed": "Comment/replycontentinsidecloseddisclosures,collapsedpanels,inactive tabs,loginwalls,paginationoruntriggeredscrollloadingisexcluded; neverinteracttoexposeit.", + "zero_source_guard": "Azeroreferencerequirescompleteindependentinitialsourcesandclosed/hiddenancestorchecks. RawDOMabsence/emptyselectors/loadingstatecannotcertifyzero.", + "status": "covered_by_post_contract", + "identity_role": "comment_author", + "source_evidence": [], + "reason": "Allinitialfeedposts/replycardsandquotedtextarealreadyrequiredandownedmatchedbyexistingpost_contract; no redundantcommentabsenceinferencefromXshell.", + "existing_post_qualification": { + "path": "article-039/displayed-scope-r3/qualification-posts.json", + "sha256": "5af29463b56c324d5a00b6b72f736e55584c834b17a74d56afe87e110fc92399" + }, + "existing_post_contract": { + "version": 1, + "hosts": [ + "x.com" + ], + "entry_path": "/[^/]+/status/[0-9]+", + "html_record_selector": "article[data-testid=\"tweet\"]", + "html_permalink_selector": "a:has(time)", + "html_author_selector": "[data-testid=\"User-Name\"] > div:first-child", + "html_body_selector": "div.r-1iusvr4.r-kzbkwu", + "html_quote_selector": "div[role=\"link\"][tabindex=\"0\"]:has([data-testid=\"tweetText\"])", + "quote_markers": [ + "Quote" + ], + "required_ratio": 1.0, + "max_reference_age_seconds": 900 + } + } + }, + "stable_text_review_defaults": { + "basis": "Ordinary visually rendered owner/site control text independently observed in both initial captures and native viewport; excludes 1px screen-reader headings, dynamic dates/counters, account identity and recommendation membership. Search is bound to the actual empty visible input placeholder.", + "observed_on": "2026-10-19" + } + }, + { + "id": "article-040", + "status": "verified", + "target_kind": "post_collection", + "reason": "Two independently captured automatic initial loads each displayed 4 qualified records. Require at least 4 distinct owned post links with author and nonempty visible text, permitting attributed quotes for empty outer text. Retain page identity and stable labels. No runtime reference, fixed wording or current membership is required; this is coverage, not full-text completeness or freshness.", + "qualification_reference": { + "path": "article-reference-inputs-v1/article-040/qualification-posts-a3.json", + "sha256": "65089ad3d7ec16da02a9dcd269b8225c306ffa3a6b67dd185d7e5129555f4f9f" + }, + "post_contract": { + "version": 2, + "hosts": [ + "x.com" + ], + "entry_path": "/[^/]+/status/[0-9]+", + "html_record_selector": "article[data-testid=\"tweet\"]", + "html_permalink_selector": "a:has(time)", + "html_author_selector": "[data-testid=\"User-Name\"] > div:first-child", + "html_body_selector": "[data-testid=\"tweetText\"]", + "html_quote_selector": "div[role=\"link\"][tabindex=\"0\"]:has([data-testid=\"tweetText\"])", + "quote_markers": [ + "Quote" + ], + "minimum_posts": 4, + "allow_empty_outer_with_quotes": true, + "ignored_labels": [ + "bookmark", + "bookmarks", + "like", + "likes", + "load more", + "log in", + "permalink", + "read more", + "replies", + "reply", + "report", + "repost", + "reposts", + "share", + "show more", + "sign in", + "today", + "view", + "views", + "yesterday", + "今天", + "分享", + "加载更多", + "回复", + "展开", + "收藏", + "昨天", + "查看", + "查看更多", + "注册", + "点赞", + "登录", + "转发" + ], + "unavailable_notices": [], + "non_author_labels": [ + "today", + "yesterday", + "date", + "time", + "permalink", + "view post", + "post", + "今天", + "昨天", + "详情", + "查看帖子" + ] + }, + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "@browser_use" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "stable-1", + "alternatives": [ + "Browser Use" + ] + }, + { + "id": "stable-2", + "alternatives": [ + "@browser_use" + ] + }, + { + "id": "stable-3", + "alternatives": [ + "Agents that use the Browser" + ] + }, + { + "id": "stable-4", + "alternatives": [ + "Science & Technology" + ] + }, + { + "id": "stable-5", + "alternatives": [ + "San Francisco" + ] + }, + { + "id": "stable-6", + "alternatives": [ + "browser-use.com" + ] + }, + { + "id": "stable-7", + "alternatives": [ + "Joined November 2024" + ] + }, + { + "id": "stable-8", + "alternatives": [ + "Following" + ] + }, + { + "id": "stable-9", + "alternatives": [ + "Followers" + ] + }, + { + "id": "stable-10", + "alternatives": [ + "Affiliates" + ] + }, + { + "id": "stable-11", + "alternatives": [ + "Posts" + ] + }, + { + "id": "stable-12", + "alternatives": [ + "Replies" + ] + }, + { + "id": "stable-13", + "alternatives": [ + "Reposts" + ] + }, + { + "id": "stable-14", + "alternatives": [ + "Media" + ] + }, + { + "id": "stable-15", + "alternatives": [ + "Articles" + ] + }, + { + "id": "stable-16", + "alternatives": [ + "Browser Use’s reposts" + ] + }, + { + "id": "stable-17", + "alternatives": [ + "Browser Use reposted" + ] + }, + { + "id": "stable-18", + "alternatives": [ + "Trending now" + ] + }, + { + "id": "stable-19", + "alternatives": [ + "What’s happening" + ] + }, + { + "id": "stable-20", + "alternatives": [ + "Show more" + ] + }, + { + "id": "stable-21", + "alternatives": [ + "Terms" + ] + }, + { + "id": "stable-22", + "alternatives": [ + "Privacy" + ] + }, + { + "id": "stable-23", + "alternatives": [ + "Cookies" + ] + }, + { + "id": "stable-24", + "alternatives": [ + "Accessibility" + ] + }, + { + "id": "stable-25", + "alternatives": [ + "US TIDA" + ] + }, + { + "id": "stable-26", + "alternatives": [ + "Ads Info" + ] + } + ] + }, + "stable_text_review": [ + { + "id": "stable-1", + "phrase": "Browser Use", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-2", + "phrase": "@browser_use", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-3", + "phrase": "Agents that use the Browser", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-4", + "phrase": "Science & Technology", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-5", + "phrase": "San Francisco", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-6", + "phrase": "browser-use.com", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-7", + "phrase": "Joined November 2024", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-8", + "phrase": "Following", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-9", + "phrase": "Followers", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-10", + "phrase": "Affiliates", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-11", + "phrase": "Posts", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-12", + "phrase": "Replies", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-13", + "phrase": "Reposts", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-14", + "phrase": "Media", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-15", + "phrase": "Articles", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-16", + "phrase": "Browser Use’s reposts", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-17", + "phrase": "Browser Use reposted", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-18", + "phrase": "Trending now", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-19", + "phrase": "What’s happening", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-20", + "phrase": "Show more", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-21", + "phrase": "Terms", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-22", + "phrase": "Privacy", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-23", + "phrase": "Cookies", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-24", + "phrase": "Accessibility", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-25", + "phrase": "US TIDA", + "region": "owner_profile_tabs_or_site_chrome" + }, + { + "id": "stable-26", + "phrase": "Ads Info", + "region": "owner_profile_tabs_or_site_chrome" + } + ], + "excluded_regions": [ + "Interaction-triggered records and hidden continuations: no clicks, expansion, tab switching, login, pagination or scroll-triggered loading.", + "Image lettering, OCR, alt text and accessibility-only descriptions are not visible post text.", + "Changing counters, relative dates, personalized account state and recommendation members are not frozen. Current names, post identities and wording are not matched against historical captures.", + "Historical observations qualify the fixed count floor only; quote excerpts do not establish complete linked originals." + ], + "comment_review": { + "mode": "covered_by_post_contract", + "runtime_reference_required": false, + "basis": "This is a changing post collection. Initially displayed posts and reply posts use the fixed version 2 post coverage contract, not a separate comment rule." + }, + "post_coverage_review": { + "scope": "initial_load_only", + "observed_on": "2026-10-19", + "reviewed_on": "2026-10-20", + "observed_valid_post_count": 4, + "minimum_posts": 4, + "minimum_basis": "Require all independently observed initial posts when the baseline is at most five; otherwise require 80%, rounded up. Count distinct owned post links with author and visible text; accept attributed quote text for genuinely empty outer posts. No current identities, wording, runtime reference or freshness claim.", + "user_approved": true, + "qualification_reference": { + "path": "article-reference-inputs-v1/article-040/qualification-posts-a3.json", + "sha256": "65089ad3d7ec16da02a9dcd269b8225c306ffa3a6b67dd185d7e5129555f4f9f" + }, + "source_evidence": [ + { + "path": "article-reference-inputs-v1/article-040/body.html", + "sha256": "7fafa7960e058829e207e0fce73b30b7281102972b58a32c9155d9a9d1975a79" + }, + { + "path": "article-reference-inputs-v1/article-040/metadata.json", + "sha256": "9e11617b74eda1361be0506fbbbc8f17af6dd945f0f3d7e6b82582d2e62092cf" + }, + { + "path": "article-reference-inputs-v1/article-040/observation-root-03/capture.json", + "sha256": "197d8055bf58b0116cddb2699a0aba7a0ae63694b52350cd4437f99ed3e4c2ad" + }, + { + "path": "article-reference-inputs-v1/article-040/observation-root-03/clip-scope-check.json", + "sha256": "8470ac4e2d8a28236a4b6b08b3d7f06b3692a80a3bcc23ad5bd04990d29a59ad" + }, + { + "path": "article-reference-inputs-v1/article-040/observation-root-03/complete-body.html", + "sha256": "c9e30fccf030859fafc1e03a9e9f45a1eb0c4b2a936bbf2cb6daac55c52a5ec7" + }, + { + "path": "article-reference-inputs-v1/article-040/observation-root-03/quote-context.png", + "sha256": "d2873bf598ee067d86beb35a4e4ad839b5478a167fd28d663ac56de8a7d78b60" + }, + { + "path": "article-reference-inputs-v1/article-040/observation-root-03/url-label-visibility.json", + "sha256": "be4927a989aa4e6765a57d9da170854a55668ee8e3665b3f0c9680df045f72cd" + } + ], + "limitation": "Coverage only: does not establish complete text, current membership or freshness. Interaction-triggered and hidden content is excluded.", + "historical_qualification_reason": "Two independent initial-load inventories contain the same complete four outer repost records. All owning outer text, visible shortened URL labels and two separately owned displayed quotes are qualified. A read-only clip proves the third record’s quote shows exactly its first two full paragraphs plus a painted ellipsis; its third paragraph is hidden overflow. Before/after clip checks preserve720px viewport, scroll0 and four records. No full-page screenshot or expansion is used as membership proof.", + "historical_excluded_regions": [ + "Hidden third paragraph of the clipped quoted post. Reference requires its whole visible two-paragraph excerpt, not an arbitrary shortened snippet or full underlying linked original.", + "Zero-size position:absolute r-qlhcfr URL prefix/suffix spans proven by computed styles; visible ellipsis spans remain. Actual t.co link destinations retained in external reference metadata.", + "Changing repost/quote identities and bodies live only in independent per-evaluation reference; no members frozen in generic contract.", + "Image/media lettering, alt/OCR, reaction/view/reply totals, profile counts, trend/ad members, account labels and personalized relationship state.", + "Observation02 fullpage screenshot expanded the virtualized feed and is not used for initial membership/count or visible-quote proof. No clicks, expansion, login or scrolling performed." + ], + "historical_comment_review": { + "scope": "Everyordinarycomment/replytextinitiallydisplayedafterautomaticloading; no expansion,scrollloading,tabchange,loginorcommentpagination.", + "runtime_reference_required": false, + "runtime_reference_policy": "Freshindependentcompleteinitial-loadobservationboundtoexecutioncontext; oldest<=900seconds. Multipleobservationsmustbecomplete, notloadingskeletons.", + "counter_policy": "Visiblecommenttotals,reactioncountsandpublicationagesarenotexpectedrecordcounts.", + "qualification_only": true, + "observed_excluded_when_closed": "Comment/replycontentinsidecloseddisclosures,collapsedpanels,inactive tabs,loginwalls,paginationoruntriggeredscrollloadingisexcluded; neverinteracttoexposeit.", + "zero_source_guard": "Azeroreferencerequirescompleteindependentinitialsourcesandclosed/hiddenancestorchecks. RawDOMabsence/emptyselectors/loadingstatecannotcertifyzero.", + "status": "covered_by_post_contract", + "identity_role": "comment_author", + "source_evidence": [], + "reason": "Allinitialfeedposts/replycardsandquotedtextarealreadyrequiredandownedmatchedbyexistingpost_contract; no redundantcommentabsenceinferencefromXshell.", + "existing_post_qualification": { + "path": "article-040/qualification-posts-a3.json", + "sha256": "65089ad3d7ec16da02a9dcd269b8225c306ffa3a6b67dd185d7e5129555f4f9f" + }, + "existing_post_contract": { + "version": 1, + "hosts": [ + "x.com" + ], + "entry_path": "/[^/]+/status/[0-9]+", + "html_record_selector": "article[data-testid=\"tweet\"]", + "html_permalink_selector": "a:has(time)", + "html_author_selector": "[data-testid=\"User-Name\"] > div:first-child", + "html_body_selector": "[data-testid=\"tweetText\"]", + "html_quote_selector": "div[role=\"link\"][tabindex=\"0\"]:has([data-testid=\"tweetText\"])", + "quote_markers": [ + "Quote" + ], + "required_ratio": 1.0, + "max_reference_age_seconds": 900 + } + } + }, + "stable_text_review_defaults": { + "basis": "Ordinary owner identity/description, profile navigation, sidebar heading/control or site footer text independently observed in initial DOM. No current repost author/ID/body, engagement totals, trend/ad members or personalized primary navigation frozen.", + "observed_on": "2026-10-19" + } + }, + { + "id": "article-041", + "status": "verified", + "target_kind": "post_collection", + "reason": "Two independently captured automatic initial loads each displayed 4 qualified records. Require at least 4 distinct owned post links with author and nonempty visible text, permitting attributed quotes for empty outer text. Retain page identity and stable labels. No runtime reference, fixed wording or current membership is required; this is coverage, not full-text completeness or freshness.", + "qualification_reference": { + "path": "article-reference-inputs-v1/article-041/qualification-posts.json", + "sha256": "ee7bbd86aec02e301418c4a677040e3ab86ec24cbefdf7fe69b4fd93b9109d36" + }, + "post_contract": { + "version": 2, + "hosts": [ + "x.com" + ], + "entry_path": "/browser_use/status/[0-9]+", + "html_record_selector": "article[data-testid=\"tweet\"]", + "html_permalink_selector": "a:has(time)", + "html_author_selector": "[data-testid=\"User-Name\"] > div:first-child", + "html_body_selector": "[data-testid=\"tweetText\"]", + "html_quote_selector": "div[role=\"link\"][tabindex=\"0\"]:has([data-testid=\"tweetText\"])", + "quote_markers": [ + "Quote" + ], + "minimum_posts": 4, + "allow_empty_outer_with_quotes": true, + "ignored_labels": [ + "bookmark", + "bookmarks", + "like", + "likes", + "load more", + "log in", + "permalink", + "read more", + "replies", + "reply", + "report", + "repost", + "reposts", + "share", + "show more", + "sign in", + "today", + "view", + "views", + "yesterday", + "今天", + "分享", + "加载更多", + "回复", + "展开", + "收藏", + "昨天", + "查看", + "查看更多", + "注册", + "点赞", + "登录", + "转发" + ], + "unavailable_notices": [], + "non_author_labels": [ + "today", + "yesterday", + "date", + "time", + "permalink", + "view post", + "post", + "今天", + "昨天", + "详情", + "查看帖子" + ] + }, + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "@browser_use" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "stable-1", + "alternatives": [ + "Browser Use" + ] + }, + { + "id": "stable-2", + "alternatives": [ + "@browser_use" + ] + }, + { + "id": "stable-3", + "alternatives": [ + "Posts" + ] + }, + { + "id": "stable-4", + "alternatives": [ + "Replies" + ] + }, + { + "id": "stable-5", + "alternatives": [ + "Reposts" + ] + }, + { + "id": "stable-7", + "alternatives": [ + "Articles" + ] + }, + { + "id": "stable-8", + "alternatives": [ + "Terms" + ] + }, + { + "id": "stable-9", + "alternatives": [ + "Privacy" + ] + }, + { + "id": "stable-10", + "alternatives": [ + "Cookies" + ] + }, + { + "id": "stable-11", + "alternatives": [ + "Accessibility" + ] + }, + { + "id": "stable-12", + "alternatives": [ + "US TIDA" + ] + }, + { + "id": "stable-13", + "alternatives": [ + "Ads Info" + ] + }, + { + "id": "media-tab", + "alternatives": [ + "Videos" + ] + }, + { + "id": "profile-1", + "alternatives": [ + "Agents that use the Browser" + ] + }, + { + "id": "profile-2", + "alternatives": [ + "Science & Technology" + ] + }, + { + "id": "profile-3", + "alternatives": [ + "San Francisco" + ] + }, + { + "id": "profile-4", + "alternatives": [ + "browser-use.com" + ] + }, + { + "id": "profile-5", + "alternatives": [ + "Joined November 2024" + ] + } + ] + }, + "stable_text_review": [ + { + "id": "stable-1", + "phrase": "Browser Use", + "region": "profile_identity" + }, + { + "id": "stable-2", + "phrase": "@browser_use", + "region": "profile_identity" + }, + { + "id": "stable-3", + "phrase": "Posts", + "region": "profile_tabs" + }, + { + "id": "stable-4", + "phrase": "Replies", + "region": "profile_tabs" + }, + { + "id": "stable-5", + "phrase": "Reposts", + "region": "profile_tabs" + }, + { + "id": "stable-7", + "phrase": "Articles", + "region": "profile_tabs" + }, + { + "id": "stable-8", + "phrase": "Terms", + "region": "site_footer" + }, + { + "id": "stable-9", + "phrase": "Privacy", + "region": "site_footer" + }, + { + "id": "stable-10", + "phrase": "Cookies", + "region": "site_footer" + }, + { + "id": "stable-11", + "phrase": "Accessibility", + "region": "site_footer" + }, + { + "id": "stable-12", + "phrase": "US TIDA", + "region": "site_footer" + }, + { + "id": "stable-13", + "phrase": "Ads Info", + "region": "site_footer" + }, + { + "id": "media-tab", + "region": "profile_tabs", + "basis": "Selected Videos tab visibly present in independent viewport.png; profile media URL automatically renders this wording." + }, + { + "id": "profile-1", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + }, + { + "id": "profile-2", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + }, + { + "id": "profile-3", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + }, + { + "id": "profile-4", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + }, + { + "id": "profile-5", + "region": "Account profile", + "basis": "Profile field present in saved accessibility evidence; same account profile fields already required in sibling page variants." + } + ], + "excluded_regions": [ + "Interaction-triggered records and hidden continuations: no clicks, expansion, tab switching, login, pagination or scroll-triggered loading.", + "Image lettering, OCR, alt text and accessibility-only descriptions are not visible post text.", + "Changing counters, relative dates, personalized account state and recommendation members are not frozen. Current names, post identities and wording are not matched against historical captures.", + "Historical observations qualify the fixed count floor only; quote excerpts do not establish complete linked originals." + ], + "evidence_files": [ + "article-041/body.html", + "article-041/accessibility.txt", + "article-041/viewport.png", + "article-041/observation-root-02/capture.json", + "article-041/observation-root-02/viewport.png" + ], + "source_observations": [ + { + "path": "article-041/body.html", + "record_count": 4, + "observed_on": "2026-10-19" + }, + { + "path": "article-041/observation-root-02/capture.json", + "record_count": 4, + "observed_at": "2026-10-19T09:46:22.733Z", + "visibility": "All four body nodes have positive clientHeight==scrollHeight and no line clamp; AX confirms four text posts." + } + ], + "comment_review": { + "mode": "covered_by_post_contract", + "runtime_reference_required": false, + "basis": "This is a changing post collection. Initially displayed posts and reply posts use the fixed version 2 post coverage contract, not a separate comment rule." + }, + "post_coverage_review": { + "scope": "initial_load_only", + "observed_on": "2026-10-19", + "reviewed_on": "2026-10-20", + "observed_valid_post_count": 4, + "minimum_posts": 4, + "minimum_basis": "Require all independently observed initial posts when the baseline is at most five; otherwise require 80%, rounded up. Count distinct owned post links with author and visible text; accept attributed quote text for genuinely empty outer posts. No current identities, wording, runtime reference or freshness claim.", + "user_approved": true, + "qualification_reference": { + "path": "article-reference-inputs-v1/article-041/qualification-posts.json", + "sha256": "ee7bbd86aec02e301418c4a677040e3ab86ec24cbefdf7fe69b4fd93b9109d36" + }, + "source_evidence": [ + { + "path": "article-reference-inputs-v1/article-041/accessibility.txt", + "sha256": "1405c78101c20680c4ede0ad7db835d0e5e7aba7b947fbc33b8fe7764f1e061d" + }, + { + "path": "article-reference-inputs-v1/article-041/body.html", + "sha256": "ffc8d2307ac0002d2f63f273fa74ffbf32ca5581ba9e76580507f2eeb69784a9" + }, + { + "path": "article-reference-inputs-v1/article-041/observation-root-02/capture.json", + "sha256": "40baf30ba37b0496c4a5ba936f9a6be8654eba35f98fa432df6f6f9fdb0e84c0" + }, + { + "path": "article-reference-inputs-v1/article-041/observation-root-02/viewport.png", + "sha256": "cbb47cb156e9f363e4612b360cee32d79c06e1230a85a652c14825cabb2c53c3" + }, + { + "path": "article-reference-inputs-v1/article-041/viewport.png", + "sha256": "737b529e221e5b67462fc3b124d42e9a69f9cdf1cb354d63ee7061a60fb47873" + } + ], + "limitation": "Coverage only: does not establish complete text, current membership or freshness. 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Current feed membership is external reference data, not frozen rule text." + ], + "historical_comment_review": { + "scope": "Everyordinarycomment/replytextinitiallydisplayedafterautomaticloading; no expansion,scrollloading,tabchange,loginorcommentpagination.", + "runtime_reference_required": false, + "runtime_reference_policy": "Freshindependentcompleteinitial-loadobservationboundtoexecutioncontext; oldest<=900seconds. Multipleobservationsmustbecomplete, notloadingskeletons.", + "counter_policy": "Visiblecommenttotals,reactioncountsandpublicationagesarenotexpectedrecordcounts.", + "qualification_only": true, + "observed_excluded_when_closed": "Comment/replycontentinsidecloseddisclosures,collapsedpanels,inactive tabs,loginwalls,paginationoruntriggeredscrollloadingisexcluded; neverinteracttoexposeit.", + "zero_source_guard": "Azeroreferencerequirescompleteindependentinitialsourcesandclosed/hiddenancestorchecks. RawDOMabsence/emptyselectors/loadingstatecannotcertifyzero.", + "status": "covered_by_post_contract", + "identity_role": "comment_author", + "source_evidence": [], + "reason": "Allinitialfeedposts/replycardsandquotedtextarealreadyrequiredandownedmatchedbyexistingpost_contract; no redundantcommentabsenceinferencefromXshell.", + "existing_post_qualification": { + "path": "article-041/qualification-posts.json", + "sha256": "ee7bbd86aec02e301418c4a677040e3ab86ec24cbefdf7fe69b4fd93b9109d36" + }, + "existing_post_contract": { + "version": 1, + "hosts": [ + "x.com" + ], + "entry_path": "/browser_use/status/[0-9]+", + "html_record_selector": "article[data-testid=\"tweet\"]", + "html_permalink_selector": "a:has(time)", + "html_author_selector": "[data-testid=\"User-Name\"] > div:first-child", + "html_body_selector": "[data-testid=\"tweetText\"]", + "html_quote_selector": "div[role=\"link\"][tabindex=\"0\"]:has([data-testid=\"tweetText\"])", + "quote_markers": [ + "Quote" + ], + "required_ratio": 1.0, + "max_reference_age_seconds": 900 + } + } + }, + "profile_review": { + "source": "article-reference-inputs-v1/article-041/accessibility.txt", + "sha256": "1405c78101c20680c4ede0ad7db835d0e5e7aba7b947fbc33b8fe7764f1e061d", + "fields": [ + "Agents that use the Browser", + "Science & Technology", + "San Francisco", + "browser-use.com", + "Joined November 2024" + ] + }, + "stable_text_review_defaults": { + "basis": "Ordinary owner identity, profile navigation or site footer wording observed in initial DOM and rendered reference; excludes personalized primary navigation.", + "observed_on": "2026-10-19" + } + }, + { + "id": "article-044", + "status": "verified", + "target_kind": "fixed_article", + "reason": "User approved exact replacementURL in cohortrevision2. 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Generic platform risk notice is independently mandatory stable text.", + "evidence_files": [ + "article-reference-inputs-v1/article-044/replacement-v2/source-capture.json", + "article-reference-inputs-v1/article-044/replacement-v2/source-complete-body.html", + "article-reference-inputs-v1/article-044/replacement-v2/source-accessibility.txt", + "article-reference-inputs-v1/article-044/replacement-v2/source-viewport.png", + "article-reference-inputs-v1/article-044/replacement-v2/body.html", + "article-reference-inputs-v1/article-044/replacement-v2/ordinary-units.json", + "article-reference-inputs-v1/article-044/replacement-v2/links.json", + "article-reference-inputs-v1/article-044/replacement-v2/review.json" + ], + "completeness_basis": "Complete originalHTML91480chars matches saved original count/chunks. Article sourceinnerText2487chars includes typography linebreaks; reference retains every nonwhitespace ordinary DOM text character in order with natural paragraph boundaries. Hidden-path map excludes exactlyone sourceboilerplate paragraph inside body. NativeAX confirms beginning/middle/end; articleheight2958 equals scrollHeight, all ancestors overflowvisible.", + "approval_provenance": { + "cohort_revision": 2, + "cohort_sha256": "7d335ee4a2fa1659261e18aa2c3ad6a234424798345d4aa39097a0dde9ecd020", + "candidate_id": "article-candidate-044-r2", + "url": "https://www.xueqiu.com/2245748859/383327076", + "authorization": "Trusted human approval of exact5replacementURLs044053063091104, relayed by root; currentcohortrevision2 records approved change. No new approval inferred from destination content." + }, + "observation_scope": "One independent unauthenticated initial observation only; no repeated-session stability claim. Login/account/promo state excluded." + }, + "body_regions": [ + [ + 1, + 10 + ], + [ + 11, + 16 + ], + [ + 17, + 24 + ], + [ + 25, + 28 + ], + [ + 29, + 37 + ] + ], + "acceptance_contract": { + "version": 1, + "schema": "body_text", + "minimum_records": 0, + "page_patterns": [ + "入行二十年" + ], + "stable_text_role": "required", + "stable_text_anchors": [ + { + "id": "stable-1", + "alternatives": [ + "就叫姜诚" + ] + }, + { + "id": "stable-2", + "alternatives": [ + "2026-04-10 11:20" + ] + }, + { + "id": "stable-3", + "alternatives": [ + "首页" + ] + }, + { + "id": "stable-4", + "alternatives": [ + "下载App" + ] + }, + { + "id": "stable-5", + "alternatives": [ + "风险提示：用户发表的所有文章仅代表个人观点，与雪球的立场无关。投资决策需建立在独立思考之上。" + ] + }, + { + "id": "stable-6", + "alternatives": [ + "讨论" + ] + }, + { + "id": "stable-7", + "alternatives": [ + "投诉" + ] + }, + { + "id": "stable-8", + "alternatives": [ + "仅在正文下讨论" + ] + }, + { + "id": "stable-9", + "alternatives": [ + "发布" + ] + }, + { + "id": "stable-10", + "alternatives": [ + "全部讨论" + ] + }, + { + "id": "stable-11", + "alternatives": [ + "最热" + ] + }, + { + "id": "stable-12", + "alternatives": [ + "最新" + ] + }, + { + "id": "stable-13", + "alternatives": [ + "最早" + ] + }, + { + "id": "stable-14", + "alternatives": [ + "热门话题" + ] + }, + { + "id": "stable-15", + "alternatives": [ + "热股榜" + ] + }, + { + "id": "stable-16", + "alternatives": [ + "更多" + ] + }, + { + "id": "stable-17", + "alternatives": [ + "全球" + ] + }, + { + "id": "stable-18", + "alternatives": [ + "沪深" + ] + }, + { + "id": "stable-19", + "alternatives": [ + "港股" + ] + }, + { + "id": "stable-20", + "alternatives": [ + "美股" + ] + }, + { + "id": "stable-21", + "alternatives": [ + "1小时内最热" + ] + }, + { + "id": "stable-22", + "alternatives": [ + "24小时内最热" + ] + }, + { + "id": "stable-23", + "alternatives": [ + "涨跌幅榜" + ] + }, + { + "id": "stable-24", + "alternatives": [ + "涨幅榜" + ] + }, + { + "id": "stable-25", + "alternatives": [ + "跌幅榜" + ] + }, + { + "id": "stable-26", + "alternatives": [ + "热门基金" + ] + }, + { + "id": "stable-27", + "alternatives": [ + "年化(近5年)" + ] + }, + { + "id": "stable-28", + "alternatives": [ + "常见问题" + ] + }, + { + "id": "stable-29", + "alternatives": [ + "关于雪球" + ] + }, + { + "id": "stable-30", + "alternatives": [ + "投资者教育" + ] + }, + { + "id": "stable-31", + "alternatives": [ + "风险提示" + ] + }, + { + "id": "stable-32", + "alternatives": [ + "XUEQIU.COM" + ] + }, + { + "id": "stable-33", + "alternatives": [ + "北京雪球信息科技有限公司" + ] + }, + { + "id": "stable-34", + "alternatives": [ + "京公网安备 11010502040379号" + ] + }, + { + "id": "stable-35", + "alternatives": [ + "京ICP证100666号" + ] + }, + { + "id": "stable-36", + "alternatives": [ + "京ICP备10040543" + ] + }, + { + "id": "stable-37", + "alternatives": [ + "京金信备〔2022〕3号" + ] + }, + { + "id": "stable-38", + "alternatives": [ + "营业执照" + ] + }, + { + "id": "stable-39", + "alternatives": [ + "侵权投诉指引" + ] + }, + { + "id": "stable-40", + "alternatives": [ + "出版物经营许可证" + ] + }, + { + "id": "body-disclaimer", + "alternatives": [ + "以上内容仅代表个人观点，不作为投资建议，请大家理性。", + "以上内容仅代表个人观点\n，\n不作为投资建议\n，\n请大家理性\n。" + ] + }, + { + "id": "body-final-link", + "alternatives": [ + "$中泰兴诚价值一年持有混合A(F010728)$" + ] + }, + { + "id": "visible-search", + "alternatives": [ + "搜索" + ], + "visible_control": { + "selector": "nav .nav__search input[name=\"q\"]", + "attribute": "placeholder" + } + } + ] + }, + "stable_text_review": [ + { + "id": "stable-1", + "region": "article_attribution", + "body_owned": false + }, + { + "id": "stable-2", + "region": "article_attribution", + "body_owned": false + }, + { + "id": "stable-3", + "region": "header_navigation", + "body_owned": false + }, + { + "id": "stable-4", + "region": "header_navigation", + "body_owned": false + }, + { + "id": "stable-5", + "region": "platform_article_disclaimer", + "body_owned": false + }, + { + "id": "stable-6", + "region": "article_controls", + "body_owned": false + }, + { + "id": "stable-7", + "region": "article_controls", + 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Sex chromosome specialization and degeneration in mammals. Cell. 2006;124(5):901–14. pmid:16530039" + ] + }, + { + "id": "body-component-24", + "alternatives": [ + "Ponnikas S, Sigeman H, Abbott JK, Hansson B. Why do sex chromosomes stop recombining? Trends Genet. 2018;34(7):492–503." + ] + }, + { + "id": "body-component-25", + "alternatives": [ + "Branco S, Carpentier F, Rodriguez de la Vega RC, Badouin H, Snirc A, Le Prieur S, et al. Multiple convergent supergene" + ] + }, + { + "id": "body-component-26", + "alternatives": [ + "Jay P, Tezenas E, Véber A, Giraud T. Sheltering of deleterious mutations explain the stepwise extension of" + ] + }, + { + "id": "body-component-27", + "alternatives": [ + "Nielsen R. Evolution. Why sex? Science. 2006;311(5763):960–1. pmid:16484481" + ] + }, + { + "id": "body-component-28", + "alternatives": [ + "Charlesworth D, Charlesworth B, Marais G. Steps in the evolution of heteromorphic sex chromosomes. Heredity." + ] + }, + { + "id": "body-component-29", + "alternatives": [ + "Jeffries DL, Gerchen JF, Scharmann M, Pannell JR. A neutral model for the loss of recombination on sex chromosomes." + ] + }, + { + "id": "body-component-30", + "alternatives": [ + "Lenormand T, Roze D. Y recombination arrest and degeneration in the absence of sexual dimorphism. Science." + ] + }, + { + "id": "body-component-31", + "alternatives": [ + "Renner SS, Müller NA. 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Definitely one of the highlights ", + "段落/内容单元：Erin Yepis Yes, I would love to. My name is Erin Yepis. I'm ", + "段落/内容单元：RD Oh no. What is your coding language of choice?", + "段落/内容单元：RD Of course.", + "段落/内容单元：EM Why did you say that in a ‘figures’ voice?", + "段落/内容单元：RD Well, she's a data scientist.", + "段落/内容单元：EM So typical.", + "段落/内容单元：RD Nobody uses it but data scientists.", + "段落/内容单元：EM No, that's true. That's fair.", + "段落/内容单元：RD And speaking of the tech rankings, this is my fifth year ", + "段落/内容单元：EY So this year we see a lot of our old favorites coming bac", + "段落/内容单元：RD I know Rust was always a big top when we called it ‘the m", + "段落/内容单元：EY A lot of old favorites, however, with a couple of caveats", + "段落/内容单元：RD The other thing is that I think it's professional develop" + ] + }, + { + "lines": [ + 29, + 38 + ], + "label": "段落/内容单元：EY So one of the technologies I love seeing on the list, we — 段落/内容单元：RD You said there were two new tech questions. 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