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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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Entropy
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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.

417 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.
417 works in the cohort · of 4,299,418page 1 of 9

Labels cover 0 of 417 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 417 of 417 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Maximum Entropy Fundamentals
Peter Harremoës, Flemming Topsøe
2001· article· en· Entropy· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
143
citations
affunlabeled
Entropy in Urban Systems
Pedro Cabral, Gabriela Augusto, Mussie G. Tewolde, Yikalo H. Araya
2013· article· en· Entropy· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
117
citations
affunlabeled
Mechanism Integrated Information
Leonardo S. Barbosa, William Marshall, Larissa Albantakis, Giulio Tononi
2021· article· en· Entropy· Neuroscience
distilled prediction:candidate · noneconsensus · none
74
citations
affunlabeled
Information Flow in Animal-Robot Interactions
Sachit Butail, Fabrizio Ladu, Davide Spinello, Maurizio Porfiri
2014· article· en· Entropy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
68
citations
afffundunlabeled
An Entropy-Based Approach to Portfolio Optimization
Peter Joseph Mercurio, Yuehua Wu, Hong Xie
2020· article· en· Entropy· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
affunlabeled
Epistemic Communities under Active Inference
Mahault Albarracin, Daphne Demekas, Maxwell J. D. Ramstead, Conor Heins
2022· article· en· Entropy· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
affunlabeled
Closing the Door on Quantum Nonlocality
Marian Kupczyński
2018· article· en· Entropy· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
39
citations
affunlabeled
The Odyssey of Entropy: Cryptography
Behrouz Zolfaghari, Khodakhast Bibak, Takeshi Koshiba
2022· review· en· Entropy· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
aboutno affunlabeled
A New Approach to Measure Volatility in Energy Markets
María del Carmen Ruiz, Antonio Guillamón, Antonio Gabaldón
2012· article· en· Entropy· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
36
citations
afffundunlabeled
Dynamic Maximum Entropy Reduction
Václav Klika, Michal Pavelka, Petr Vágner, Miroslav Grmela
2019· article· en· Entropy· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
33
citations
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