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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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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.

affaffiliation
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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.

849 results · 1 filter active ·
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20002025
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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.
849 works in the cohort · of 4,299,418page 1 of 17

Labels cover 1 of 849 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 849 of 849 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Probabilistic Matrix Factorization
Andriy Mnih, Ruslan Salakhutdinov
2007· article· en· Neural Information Processing Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
3,578
citations
affunlabeled
<i>TrustWalker</i>
Mohsen Jamali, Martin Ester
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
770
citations
affunlabeled
Factorization Meets the Item Embedding
Dawen Liang, Jaan Altosaar, Laurent Charlin, David M. Blei
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
250
citations
affno abstractunlabeled
RecTree: An Efficient Collaborative Filtering Method
Sonny H. Chee, Jiawei Han, Ke Wang
2001· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
158
citations
affunlabeled
A Meta-Learning Perspective on Cold-Start Recommendations for Items
Manasi Vartak, Arvind Thiagarajan, Conrado Silva Miranda, Jeshua Bratman, Hugo Larochelle
2017· article· en· Neural Information Processing Systems· Computer Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
148
citations
affunlabeled
To explain or not to explain
Martijn Millecamp, Nyi Nyi Htun, Cristina Conati, Katrien Verbert
2019· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
147
citations
affunlabeled
Multi-graph Convolution Collaborative Filtering
Jianing Sun, Yingxue Zhang, Chen Ma, Mark Coates, Huifeng Guo, Ruiming Tang +1 more
2019· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
147
citations
aboutno affunlabeled
We know what you want to buy
Xin Zhao, Yanwei Guo, Yulan He, Han Jiang, Yuexin Wu, Xiaoming Li
2014· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
136
citations
affunlabeled
Point-of-Interest Recommendation
Chen Ma, Yingxue Zhang, Qinglong Wang, Xue Liu
2018· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
123
citations
affunlabeled
CommunityCommands
Justin Matejka, Wei Li, Tovi Grossman, George Fitzmaurice
2009· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
123
citations
affunlabeled
Neural Interactive Collaborative Filtering
Lixin Zou, Long Xia, Yulong Gu, Xiangyu Zhao, Weidong Liu, Jimmy Xiangji Huang +1 more
2020· preprint· en· Computer Science
distilled prediction:candidate · noneconsensus · none
121
citations
affunlabeled
ETF
Samaneh Moghaddam, Mohsen Jamali, Martin Ester
2012· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
95
citations
affunlabeled
A Survey on Web Service QoS Prediction Methods
Seyyed Hamid Ghafouri, Seyyed Mohsen Hashemi, Patrick C. K. Hung
2020· article· en· IEEE Transactions on Services Computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
86
citations
affunlabeled
HeteroMF
Mohsen Jamali, Laks V. S. Lakshmanan
2013· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
86
citations
afffundno abstractunlabeled
A utility-based news recommendation system
Morteza Zihayat, Anteneh Ayanso, Xing Zhao, Heidar Davoudi, Aijun An
2018· article· en· Decision Support Systems· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
84
citations
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