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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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Complex Network Analysis Techniques
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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.

1,618 results · 1 filter active ·
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20002025
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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.
1,618 works in the cohort · of 4,299,418page 29 of 33

Labels cover 3 of 1,618 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 1,618 of 1,618 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
Network Clustering
Professor Reda Alhajj, Professor Jon Rokne
2014· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Multiplex Social Networks
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Topic Networks
Professor Reda Alhajj, Professor Jon Rokne
2014· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Network Similarity
2014· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Network Diagram
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Evolving Community Detection
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Network Text Analysis
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Generalizing Lloyd's algorithm for graph clustering
Tareq Uz Zaman, Nicolas Nytko, Ali Taghibakhshi, Scott MacLachlan, Luke N. Olson, Matthew West
2023· preprint· en· arXiv (Cornell University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Temporal Social Network Analysis
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Network Structure Analysis
2014· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mining Social Media Data
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Local Hyper-Flow Diffusion
Kimon Fountoulakis, Pan Li, Shenghao Yang
2021· article· en· Neural Information Processing Systems· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Network Similarity
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Social Network Representation
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
What do large networks look like?
Hao Wang, Jianguo Lü
2013· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Event Analysis on Social Media
2014· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Visual Influence Networks in Walking Crowds
Kei Yoshida, Mario di Bernardo, William H. Warren
2025· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Network criticality in vehicular networks
Ali Tizghadam, Weiwei Li, Alberto Leon‐Garcia
2012· article· en· ACM SIGMETRICS Performance Evaluation Review· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
What Is a Social Network?
2023· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Combinatorial Analysis of Tree-Like Sentences
Gilbert Labelle, Louise Laforest
2015· article· en· Open Journal of Discrete Mathematics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
How Are Social Network Data Collected?
2023· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Models for Network Diffusion
2023· book-chapter· en· Cambridge University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Parapterogramma , Papp 2008
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Symmetry breaking in optimal transport networks
Siddharth Patwardhan, Marc Barthélemy, Şirag Erkol, Santo Fortunato, Filippo Radicchi
2023· preprint· en· arXiv (Cornell University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Multilayer Artificial Benchmark for Community Detection (mABCD)
Piotr Bródka, Michał Czuba, Bogumił Kamiński, Łukasz Kraiński, Paweł Prałat, François Théberge
2025· book-chapter· en· Lecture notes in computer science· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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