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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.

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
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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 23 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
Temporal Graph Analysis with TGX
Razieh Shirzadkhani, Shenyang Huang, Elahe Kooshafar, Reihaneh Rabbany, Farimah Poursafaei
2024· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
How to Cool a Graph
Anthony Bonato, Holden Milne, Trent G. Marbach, Teddy Mishura
2024· book-chapter· en· Lecture notes in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
Hypergraph burning, matchings, and zero forcing
Anthony Bonato, Caleb Jones, Trent G. Marbach, Teddy Mishura, Zhiyuan Zhang
2025· article· en· Theoretical Computer Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1
citations
afffundno abstractunlabeled
The iterated local model for social networks
Anthony Bonato, Huda Chuangpishit, Sean English, Bill Kay, Erin Meger
2020· preprint· en· Discrete Applied Mathematics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Network Embedding Exploration Tool (NEExT)
Ashkan Dehghan, Paweł Prałat, François Théberge
2024· book-chapter· en· Lecture notes in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
A stochastic model of catalytic reaction networks
Alessandro Filisetti, Roberto Serra, Marco Villani, R. Fuechslin, Norman H. Packard, Stuart Kauffman +1 more
2010· article· en· European Conference on Complex Systems· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Recovering the structure of random linear graphs
Israel Rocha, Jeannette Janssen, Nauzer Kalyaniwalla
2018· preprint· en· Linear Algebra and its Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Cops and invisible robbers: The cost of drunkenness
Athanasios Kehagias, Dieter Mitsche, Paweł Prałat
2013· article· en· Theoretical Computer Science· Physics and Astronomy
distilled prediction:candidate · stsconsensus · none
1
citations
affno abstractunlabeled
Cluster Randomization
Neil Klar, Allan Donner
2005· other· en· Encyclopedia of Statistical Sciences· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Graph Distances and Clustering
Pierre Miasnikof, Alexander Y. Shestopaloff, Leonidas Pitsoulis, Yuri Lawryshyn
2020· preprint· en· arXiv (Cornell University)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations

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