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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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CEIBS Institutional Repository
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

370 results · 1 filter active ·
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20022025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
370 works in the cohort · of 4,299,418page 4 of 8

Labels cover 0 of 370 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 370 of 370 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
数字化对眼镜行业有意义吗?
Weiru 陈威如, 赵丽缦
2022· article· CEIBS Institutional Repository
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Lark: Taking off from ByteDance
Shaohui 陈少晦, 张驰
2022· other· CEIBS Institutional Repository
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
微博重生
Terence Tsai, Qiong Zhu, Yunlu Zhang, Jie Liu
2018· article· CEIBS Institutional Repository· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
51.com: Rise to the Top via Spin-off
Yan 龚焱, S. Ramakrishna Velamuri, 赵丽缦
2015· other· CEIBS Institutional Repository
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
盒马鲜生的六大商业逻辑
Wen‐Ching Chang, Qiong Zhu
2019· article· CEIBS Institutional Repository· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Innovation's Mindset and Methodology
赵丽缦, Taiyuan 王泰元, 包佳怡, 刘耿
2024· other· CEIBS Institutional Repository
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ESG价值共创的未来挑战与机遇
Yajin 王雅瑾, 刘耿
2025· article· CEIBS Institutional Repository· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Greatview: Challenger of Tetra Pak (C)
Shengjun Liu, Anna Wang
2012· other· en· CEIBS Institutional Repository
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Hanergy Acquiring MiaSolé (A)
S. Ramakrishna Velamuri, Jianhua Zhu
2013· other· en· CEIBS Institutional Repository
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About