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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.

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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
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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 3 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.

affunlabeled
Wowprimes's Brand Diversification Strategy
Soo-Hung Terence Tsai, Qiong Zhu, Yunlu Zhang, Jie Liu
2018· other· en· CEIBS Institutional Repository
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
2024 ESG WHITE PAPER
Hong 汪泓, Dominique V. 杜道明, Yajin 王雅瑾, 梓晴 何, Frank 濮方可, 李秀娟 +2 more
2024· other· CEIBS Institutional Repository
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Ehong: An Impact Investor in China
Meng 芮萌, 朱琼, 刘心洁
2024· other· CEIBS Institutional Repository
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Trouble in Paradise (HBR Case Study)
Katherine Rong Xin, Paul W. Beamish, Vladimir Pucik, Dieter Turowski, Eric Jugier, David Xu
2003· article· en· CEIBS Institutional Repository· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Home Sales at Fangdd.com
S. Li, Liang Dong, Leiping Xu
2015· other· CEIBS Institutional Repository
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Expansion through M&A at KUKA
Sheng 黄生, 张驰, 孟圆
2021· other· CEIBS Institutional Repository
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The TCL Corporation Case (A)
Yuan Ding, Hua Zhang, Shaohua Lu
2015· other· en· CEIBS Institutional Repository
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Shanghai Crab Foods Co. Ltd.
Yan Gong, Liman Zhao, Liang Dong
2014· other· CEIBS Institutional Repository
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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