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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 14 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.

afffundunlabeled
Social network restructuring after a node removal
Rokia Missaoui, Elsa Negre, Dyah Anggraini, Jean Vaillancourt
2013· article· en· International Journal of Web Engineering and Technology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Spectral embedding of directed networks
Quan Zheng, David B. Skillicorn
2016· article· en· Social Network Analysis and Mining· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Graph Clustering using Effective Resistance
Vedat Levi Alev, Nima Anari, Lap Chi Lau, Shayan Oveis Gharan
2018· article· en· DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
afffundno abstractunlabeled
Fast local community discovery relying on the strength of links
Mohammadmahdi Zafarmand, Yashar Talebirad, Eric Austin, Christine Largeron, Osmar R. Zai͏̈ane
2023· article· en· Social Network Analysis and Mining· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Understanding Sequencing in Social Network Communications
Guang Ying Mo, Barry Wellman
2012· article· fr· Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique· Physics and Astronomy
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
7
citations
affno abstractunlabeled
Social Network Analysis
Keith Walker
2023· book-chapter· en· Springer texts in education· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
fundno affunlabeled
Thematic series on Social Network Analysis and Mining
Rodrigo Pereira dos Santos, Giseli Rabello Lopes
2019· article· en· Journal of Internet Services and Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
A Journey through Dynamic Networks (with Excursions)
Arnaud Casteigts
2018· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Sequential clustering with radius and split criteria
Nenad Mladenović, Pierre Hansen, Jack Brimberg
2012· article· en· Central European Journal of Operations Research· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
How to Choose Friends Strategically
Lata Narayanan, Kangkang Wu
2017· book-chapter· en· Lecture notes in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
7
citations
affunlabeled
Son, Grassberger, and Paczuski Reply:
Seung‐Woo Son, Peter Grassberger, Maya Paczuski
2013· letter· en· Physical Review Letters· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
SSRM: structural social role mining for dynamic social networks
Afra Abnar, Mansoureh Takaffoli, Reihaneh Rabbany, Osmar R. Zai͏̈ane
2014· article· en· Advances in Social Networks Analysis and Mining· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
6
citations
affno abstractunlabeled
“Two Is a Crowd” - Optimal Trend Adoption in Social Networks
Lilin Zhang, Peter Marbach
2012· book-chapter· en· Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
An SIS-type marketing model on random networks
Reinhard Illner, Junling Ma
2016· article· en· Communications in Mathematical Sciences· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Complex Network Analysis
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
afffundunlabeled
A Web Intelligence Solution to Support Recommendations from the Web
Carson K. Leung, Evan W.R. Madill, Sehaj P. Singh
2021· article· en· IEEE/WIC/ACM International Conference on Web Intelligence· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Geographically-Sensitive Link Analysis
Hyun Chul Lee, Haifeng Liu, Ren ́ee J. Miller
2007· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
SSRM: Structural social role mining for dynamic social networks
Afra Abnar, Mansoureh Takaffoli, Reihaneh Rabbany, Osmar R. Zai͏̈ane
2014· article· en· 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Media Monitoring Using Social Networks
Tony White, Wayne Chu, Amiral Salehi-Abari
2010· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
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