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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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Machine labels · sparse coverage
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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 12 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
The diameter of protean graphs
Paweł Prałat
2007· article· en· Discrete Mathematics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Generative Methods for Social Media Analysis
Stan Matwin, Aristides Milios, Paweł Prałat, Amílcar Soares, François Théberge
2023· book· en· SpringerBriefs in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
afffundunlabeled
Predicting the diversity of early epidemic spread on networks
Andrea J. Allen, Mariah C. Boudreau, Nicholas Roberts, Antoine Allard, Laurent Hébert‐Dufresne
2022· article· en· Physical Review Research· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Data fusion in heterogeneous networks
Zheng Yan, Jun Liu, Laurence T. Yang, Witold Pedrycz
2019· article· en· Information Fusion· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affno abstractunlabeled
Tracking Communities over Time in Dynamic Social Network
Etienne Gael Tajeuna, Mohamed Bouguessa, Shengrui Wang
2016· book-chapter· en· Lecture notes in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
Sketching Landscapes of Page Farms
Bin Zhou, Jian Pei
2007· article· en· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Visualizing Community Centric Network Layouts
Justin Fagnan, Osmar R. Zai͏̈ane, Randy Goebel
2012· article· en· 2012 16th International Conference on Information Visualisation· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
afffundunlabeled
Constrained growth of complex scale-independent systems
Jean-Gabriel Young, Laurent Hébert‐Dufresne, Antoine Allard, Louis J. Dubé
2020· article· en· Corpus Université Laval (Université Laval)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
affunlabeled
Introducing Vigilant Audiences
Rashid Gabdulhakov, Daniel Trottier, Qian Huang
2020· book· en· Open Book Publishers· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
9
citations
affunlabeled
Finding Diachronic Like‐Minded Users
Hossein Fani, Ebrahim Bagheri, Fattane Zarrinkalam, Xin Zhao, Weichang Du
2017· article· en· Computational Intelligence· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Monochromatic Bi-Clustering
Sharon Wulff, Ruth Urner, Shai Ben-David
2013· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affunlabeled
Network Disintegration in Criminal Network
Dyah Anggraini, Sarifuddin Madenda, Eri Prasetyo Wibowo, Lahcen Boumedjout
2015· article· en· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Robust network design
A. Ghayoori, Alberto Leon‐Garcia
2013· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
affunlabeled
Bursty subgraphs in social networks
Milad Eftekhar, Nick Koudas, Yashar Ganjali
2013· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
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