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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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Advances in intelligent systems and computing
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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.

299 results · 1 filter active ·
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20122025
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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.
299 works in the cohort · of 4,299,418page 1 of 6

Labels cover 0 of 299 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 299 of 299 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Multi-robot Task Allocation Using Clustering Method
Farzam Janati, Farzaneh Abdollahi, Saeed Shiry Ghidary, Masoumeh Jannatifar, Jacky Baltes, Soroush Sadeghnejad
2016· book-chapter· en· Advances in intelligent systems and computing· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
fundno affno abstractunlabeled
Urban Air Quality Monitoring Using Vehicular Sensor Networks
Giuseppe Lo Re, Daniele Peri, Salvatore Davide Vassallo
2013· book-chapter· en· Advances in intelligent systems and computing· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
41
citations
affno abstractunlabeled
Fuzzy Logic in Intelligent System Design
Patricia Melín, Oscar Castillo, Janusz Kacprzyk, Marek Reformat, William Melek
2017· book· en· Advances in intelligent systems and computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affno abstractunlabeled
Constrained Big Data Mining in an Edge Computing Environment
Carson K. Leung, Deyu Deng, Calvin S. H. Hoi, Wookey Lee
2018· book-chapter· en· Advances in intelligent systems and computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affno abstractunlabeled
An Active Learning Strategy for Programming Courses
Seshasai Srinivasan, Dan Centea
2019· book-chapter· en· Advances in intelligent systems and computing· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affno abstractunlabeled
Animal Species Recognition Using Deep Learning
Mai Ibraheam, Fayez Gebali, Kin Fun Li, Leonard Sielecki
2020· book-chapter· en· Advances in intelligent systems and computing· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
A Project-Centric Learning Strategy in Biotechnology
Seshasai Srinivasan, Amin Reza Rajabzadeh, Dan Centea
2020· book-chapter· en· Advances in intelligent systems and computing· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Intelligent Systems, Technologies and Applications
Marcin Paprzycki, Sabu M. Thampi, Sushmita Mitra, Ljiljana Trajković, El-Sayed M. El-Alfy
2021· book· en· Advances in intelligent systems and computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affno abstractunlabeled
Advances in Machine Learning and Data Science
Damodar Reddy Edla, Pawan Lingras, K. Venkatanareshbabu
2018· book· en· Advances in intelligent systems and computing· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affno abstractunlabeled
Sentiment Analysis of Arabic and English Tweets
Mohamed K. Elhadad, Kin Fun Li, Fayez Gebali
2019· book-chapter· en· Advances in intelligent systems and computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
Clustering and Labeling Auction Fraud Data
Ahmad A. Alzahrani, Samira Sadaoui
2019· book-chapter· en· Advances in intelligent systems and computing· Decision Sciences
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Intrusion Detection Using ASTDs
Lionel Nganyewou Tidjon, Marc Frappier, Amel Mammar
2020· book-chapter· en· Advances in intelligent systems and computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affno abstractunlabeled
Discovering Correlation in Frequent Subgraphs
Fariha Moomtaheen Upoma, Salsabil Ahmed Khan, Chowdhury Farhan Ahmed, Tahira Alam, Sabit Anwar Zahin, Carson K. Leung
2019· book-chapter· en· Advances in intelligent systems and computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
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How this was built: Screen · Findings · About