元鉴

采集监控

系统是否在产出可读情报

监控页优先回答三件事：来源是否稳定、队列是否在推进、最新文档是否已经具备中文阅读价值。底部诊断抽屉保留完整队列、适配器、去重和合并细节。

展示来源32
S 级来源14
原始来源14
监控样本32
预览可导入3
跳过重复0
采集适配器4
去重簇3
合并建议3
生产源池100
生产任务100
生产就绪production_scheduler
运行任务5077
异常来源12
可重试0
持久化状态Dry
落库文档32
落库建议3
今日监控重点

先看阻断，再看吞吐

默认视图只放需要判断的信号；完整运维明细在下方诊断抽屉中展开。

生产门禁通过

核心采集门禁当前没有阻断项。

来源健康12 个异常

Google Cloud Blog：检查 endpoint、限频或授权状态。

阅读可用性0/32 篇中文

这里统计当前监控样本，不代表全库翻译率；用于判断最新队列是否适合直接阅读。

生产采集系统

registry100
queues8
leased0
live fetchers100
stable100
watch0
normalized0
dead letters0
metadata only11
POST /v1/ingestion/production/run-cycle 为手动动作，监控页不会自动租约、抓取或写入。后台 worker 负责持续采集；该页只读取队列和健康状态。

生产门禁

pass100 个专业来源注册100 sources registered.
pass生产调度计划100 jobs planned across 8 queues.
passworker 执行闭环25 succeeded, 0 dead letters.
pass标准化、去重、候选事件25 normalized docs, 25 candidates.
pass授权和内容边界11 metadata-only sources, 0 violations.

生产调度策略

scheduler优先调度 S 级、监管、临床、公司官方和高频媒体来源。
scheduler每个任务带 lease_ttl、idempotency_key、queue_name 和 rate_limit_policy。
scheduler授权源进入 metadata-only 队列，授权确认前不抓取付费全文。
scheduler失败任务按指数退避重试，超过最大次数进入 dead-letter。

调度预览

计划任务4
活跃来源4
预计文档7
预计去重簇3
预计合并建议3
阻断来源0
先运行官方 API 和授权 metadata 适配器。完成文档标准化后进入去重簇。去重簇生成事件合并建议，再进入审核与版本发布。
展开持久化运行明细

持久化运行

adapters4
jobs10147
health12
documents32
clusters3
merge3
dry-runPOST /v1/ingestion/persist-run 为手动动作，监控页只展示当前状态。
展开来源库与文档队列样本

来源库

A
AAAI Digital Libraryofficial_dataset · en
参考来源A
ACL Anthologyofficial_dataset · en
参考来源A
ACM CHIresearch_literature · en
参考来源A
ACM CSCW / PACMHCIresearch_literature · en
参考来源A
ACM Digital Libraryresearch_database · en
参考来源A
ACM Digital Libraryresearch_literature · en
参考来源A
ACM ICMIresearch_literature · en
参考来源A
ACM/IEEE HRIresearch_literature · en
参考来源A
ACM UISTresearch_literature · en
参考来源S
AMD Newsroomprofessional_media · en
原始来源A
American Journal of Psychiatryresearch_literature · en
参考来源S
Anthropic Newsprofessional_media · en
原始来源A
APA PsycNetofficial_dataset · en
参考来源S
Arm Newsroomprofessional_media · en
原始来源A
arXivprofessional_source · en
参考来源S
ASML Newsprofessional_media · en
原始来源A
Association for Psychological Scienceprofessional_source · en
参考来源S
AWS Machine Learning Blogofficial_company_source · en
原始来源

文档队列

medical literature metadata
Ovariocytotoxic serum enhances humoral innate immunity and reproductive performance in Kazakh Merino ewes: A controlled field study.PubMed Central · 待翻译 · en
3cc6f62500medical literature metadata
TRAQ in clinical practice: A narrative review for health care transition readiness.PubMed Central · 待翻译 · en
1d563fe598official company source
Amazon SageMaker Inference: 2026 year-to-date launches in reviewAWS Machine Learning Blog · 待翻译 · en
299ae5aa46medical literature metadata
Breed- and age-associated variation in hematological parameters and Toll-like receptor 2 gene expression in peripheral blood mononuclear cells of commercial and purebred laying hens during the laying cycle.PubMed Central · 待翻译 · en
37dd012511official company source
Introducing Kimi K3 on Amazon BedrockAWS Machine Learning Blog · 待翻译 · en
25f2596ef4medical literature metadata
Label-free ultraviolet photoacoustic microscopy for multiscale structural phenotyping of epithelial morphogenesis in organoid-derived intestinal epithelial wrinkle tissue.PubMed Central · 待翻译 · en
cc7b280c22official company source
How BMW Group detects cost anomalies across 14,000 cloud accountsAWS Machine Learning Blog · 待翻译 · en
f8a011d069medical literature metadata
Artificial intelligence-guided nanozyme engineering for chronic wound healing: from rational design to precision therapeutics.PubMed · 待翻译 · en
126631f56amedical literature metadata
Organoid Intelligent Morphomics: Decoding the organoid morphome through artificial intelligence from phenotypic quantification to mechanistic insight.PubMed · 待翻译 · en
31fcae4c94medical literature metadata
Beyond myocardial infarction: Point-of-care cardiac troponin biosensors for heart failure prognosis and remote monitoring.PubMed · 待翻译 · en
36eb19d495medical literature metadata
Machine learning prediction for epilepsy treatment selection and prognosis: achievements and challenges.PubMed · 待翻译 · en
a87418783aresearch literature
Sex-specific biological aging clocks across organs and omicsNature Medicine · 待翻译 · en
ede22c9797medical literature metadata
Selective Kv1.3 inhibition promotes M2 microglial polarization, accelerates hematoma resolution, and improves neurological recovery following collagenase-induced spontaneous intracerebral hemorrhage in mice.PubMed Central · 待翻译 · en
8b62ea1db6medical literature metadata
Effectiveness of underwater treadmill rehabilitation following femoral head and neck ostectomy in dogs: A prospective controlled pilot study.PubMed Central · 待翻译 · en
1b50a8d4e4official company source
From Wafer-Out to First Token: Codifying Supply Chain Expertise with Nemotron and Palantir FoundryNVIDIA Developer Blog · 待翻译 · en
258039c8a1research literature
How genes shape personality and experienceNature Medicine · 待翻译 · en
d3db97ffdaresearch literature
Levetiracetam therapeutically targets GABAergic synapses in diffuse midline gliomaNature Medicine · 待翻译 · en
b6673cb3f5official company source
Reducing medical claims review time with AI on AWS: The EXL Medical IDP solutionAWS Machine Learning Blog · 待翻译 · en
c2785ddb08
展开任务队列与来源健康

任务队列

queueddelta_syncattempt 1/3
ACM Digital Librarynext 2026/6/13 04:01:50
succeededdelta_syncattempt 1/3
OpenAI Blognext 2026/6/6 05:01:50
queueddelta_syncattempt 1/3
ClinicalTrials.govnext 2026/6/7 04:01:50
runningdelta_syncattempt 1/3
SEC EDGARnext 2026/6/7 04:01:50
queueddelta_syncattempt 1/3
ACM Digital Librarynext 2026/6/13 01:26:01
succeededdelta_syncattempt 1/3
OpenAI Blognext 2026/6/6 02:26:01
queueddelta_syncattempt 1/3
ClinicalTrials.govnext 2026/6/7 01:26:01
runningdelta_syncattempt 1/3
SEC EDGARnext 2026/6/7 01:26:01
queueddelta_syncattempt 1/3
ACM Digital Librarynext 2026/6/13 01:25:13
succeededdelta_syncattempt 1/3
OpenAI Blognext 2026/6/6 02:25:13

来源同步健康

healthylag 0mfail 0
SEC EDGARcadence_based_delta_sync · 无需人工处理。
healthylag 0mfail 0
SEC Press Releasescadence_based_delta_sync · 无需人工处理。
healthylag 0mfail 0
NVIDIA Newsroomcadence_based_delta_sync · 无需人工处理。
healthylag 0mfail 0
OpenAI Newscadence_based_delta_sync · 无需人工处理。
healthylag 0mfail 0
Microsoft Research Blogcadence_based_delta_sync · 无需人工处理。
healthylag 0mfail 0
AWS News Blogcadence_based_delta_sync · 无需人工处理。
healthylag 0mfail 0
AWS Machine Learning Blogcadence_based_delta_sync · 无需人工处理。
healthylag 0mfail 0
Microsoft Azure Blogcadence_based_delta_sync · 无需人工处理。
healthylag 0mfail 0
Google DeepMind Blogcadence_based_delta_sync · 无需人工处理。
degradedlag 60mfail 1
Google Cloud Blogexponential_backoff_until_retry · 检查 endpoint、限频或授权状态。
展开真实来源适配器

真实来源适配器

Sofficial_apibusiness_day_polling
SEC EDGARrespect_sec_fair_access_policy_and_user_agent · max_10_requests_per_second_with_backoff
technology_financelife_sciences
Sofficial_apidaily_polling
ClinicalTrials.govuse_public_api_and_record_query_params · polite_daily_delta_sync
life_sciences
Srss_or_sitemaphourly_polling
OpenAI Blogrespect_robots_and_use_public_pages_only · low_frequency_public_page_check
technology_financehuman_intelligence
Ametadata_searchweekly_metadata_review
ACM Digital Librarymetadata_only_unless_authorized · manual_or_authorized_low_frequency_sync
human_intelligence
展开去重与事件合并队列

去重预览

doc-cluster-1 · 3 文档 · 2 重复云厂商上调 AI 基础设施资本开支指引SEC EDGAR · create_or_update_event_candidate
doc-cluster-2 · 2 文档 · 1 重复AI 制药公司报告肿瘤 II 期中期数据ClinicalTrials.gov · create_or_update_event_candidate
doc-cluster-3 · 2 文档 · 1 重复AI 陪伴应用新增长期记忆和语音情绪识别ACM Digital Library · create_or_update_event_candidate

事件合并队列

merge_into_existing_event · 3 文档AI 基础设施资本开支出现新变化AI 基础设施资本开支出现新变化 · 候选事件与现有事件高度相似，建议合并为同一事件。
merge_into_existing_event · 2 文档AI 制药临床管线出现新进展AI 制药临床管线出现新进展 · 候选事件与现有事件高度相似，建议合并为同一事件。
merge_into_existing_event · 2 文档AI 陪伴产品能力和风险出现新变化AI 陪伴产品能力和风险出现新变化 · 候选事件与现有事件高度相似，建议合并为同一事件。
展开失败重试策略

失败重试预览

retry_policyPOST /v1/ingestion/jobs/retry-failed 为手动动作，监控页不会自动触发重试。
retry_policy失败任务只在人工确认来源、频率限制和错误类型后重试。