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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.

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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.

11,332 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.
11,332 works in the cohort · of 4,299,418page 124 of 227

Labels cover 8 of 11,332 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 11,332 of 11,332 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
Efficient Mining of Pareto-Front High Expected Utility Patterns
Usman Ahmed, Jerry Chun‐Wei Lin, Jimmy Ming‐Tai Wu, Youcef Djenouri, Gautam Srivastava, Suresh Kumar Mukhiya
2020· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Efficient Depth-Guided Urban View Synthesis
Jiaxin Huang, Dongfeng Bai, Weichao Qiu, Bingbing Liu, Andreas Geiger, Yiyi Liao
2024· book-chapter· en· Lecture notes in computer science· Environmental Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Approximating Minimum-Cost Connected T-Joins
Joseph Cheriyan, Zachary Friggstad, Zhihan Gao
2012· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Comparative Studies of Fuzzy Genetic Algorithms
Qing Li, Yixin Yin, Zhiliang Wang, Guangjun Liu
2007· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
fundno affno abstractunlabeled
Advances in Information Retrieval
2024· book· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Performance Evaluation of Agent Toolkits
Elhadi Shakshuki
2004· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
On Multi-robot Area Coverage
Pooyan Fazli
2010· article· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Patterns for Modelling Agent Systems with Tropos
Haralambos Mouratidis, Michael Weiß
2006· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Reduced Transmission in Multi-server Coded Caching
Minquan Cheng, Qiaoling Zhang, Jing Jiang, Ruizhong Wei
2018· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Using PSL to Extend and Evaluate Event Ontologies
Megan Katsumi, Michael Grüninger
2015· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
On the Power of BFS to Determine a Graphs Diameter
Derek G. Corneil, Feodor F. Dragan, Ekkehard Köhler
2002· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
A Statistical Model for Histogram Refinement
Nizar Bouguila, Walid ElGuebaly
2008· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
A Boosting Approach to Constructing an Ensemble Stack
Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, A. Nur Zincir‐Heywood +1 more
2023· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Modeling the Supervisory Control Theory with Alloy
Benoît Fraikin, Marc Frappier, Richard St‐Denis
2012· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Awari Retrograde Analysis
Roel van der Goot
2001· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Variational Time-Implicit Multiphase Level-Sets
Martin Rajchl, John S. H. Baxter, Egil Bae, Xue‐Cheng Tai, Aaron Fenster, Terry M. Peters +1 more
2015· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Analyzing Coopetition Strategies of Services within Communities
Babak Khosravifar, Mahsa Alishahi, Ehsan Khosrowshahi Asl, Jamal Bentahar, Rabeb Mizouni, Hadi Otrok
2012· book-chapter· en· Lecture notes in computer science· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
ITS in Ill-Defined Domains: Toward Hybrid Approaches
Philippe Fournier‐Viger, Roger Nkambou, Engelbert Mephu Nguifo, André Mayers
2010· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Solving Equations on Words with Morphisms and Antimorphisms
Alexandre Blondin Massé, Sébastien Gaboury, Sylvain Hallé, Michaël Larouche
2014· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
fundno affno abstractunlabeled
Formal Concept Analysis
2023· book· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
4
citations
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