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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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Chemical Reviews
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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.

affaffiliation
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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.

173 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.
173 works in the cohort · of 4,299,418page 3 of 4

Labels cover 0 of 173 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 173 of 173 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.

affunlabeled
Ionically Conducting Ceramics as Active Catalyst Supports
P. Vernoux, Leonardo Lizárraga, Mihalis N. Tsampas, F.M. Sapountzi, A. de Lucas-Consuegra, J.L. Valverde +5 more
2013· review· en· Chemical Reviews· Materials Science
machine prediction:candidate · noneconsensus · none
228
citations
affaboutunlabeled
Metal-Catalyzed Hydrostannations
Nicholas D. Smith, John Mancuso, Mark Lautens
2000· review· en· Chemical Reviews· Chemistry
machine prediction:candidate · noneconsensus · none
215
citations
affaboutunlabeled
Structural Disorder in Viral Proteins
Bin Xue, David Blocquel, Johnny Habchi, Alexey V. Uversky, Lukasz Kurgan, Vladimir N. Uversky +1 more
2014· review· en· Chemical Reviews· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
204
citations
afffundunlabeled
Thermal Stability of Cellulose Nanomaterials
Francesco D’Acierno, Carl A. Michal, Mark J. MacLachlan
2023· review· en· Chemical Reviews· Materials Science
machine prediction:candidate · noneconsensus · none
154
citations
affunlabeled
Disordered Proteinaceous Machines
Mónika Fuxreiter, Ágnes Tóth-Petróczy, Daniel A. Kraut, Andreas Matouschek, Roderick Y. H. Lim, Bin Xue +2 more
2014· review· en· Chemical Reviews· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
135
citations
afffundunlabeled
FeCrAl as a Catalyst Support
Gianluca Pauletto, Angelo Vaccari, Gianpiero Groppi, Lauriane Bricaud, Patricia Benito, Daria C. Boffito +2 more
2020· review· en· Chemical Reviews· Materials Science
machine prediction:candidate · noneconsensus · none
97
citations
afffundunlabeled
Pulmonary Surfactant: A Mighty Thin Film
Fred Possmayer, Yi Y. Zuo, Ruud A. W. Veldhuizen, Nils O. Petersen
2023· review· en· Chemical Reviews· Medicine
machine prediction:candidate · noneconsensus · none
87
citations
fundno affunlabeled
Bioinspired and Bioderived Aqueous Electrocatalysis
Jesús Barrio, Angus Pedersen, Silvia Favero, Hui Luo, Mengnan Wang, Saurav Ch. Sarma +6 more
2022· review· en· Chemical Reviews· Energy
machine prediction:candidate · noneconsensus · none
71
citations
afffundaboutunlabeled
The Chemistry of Xenon(IV)
Jamie Haner, Gary J. Schrobilgen
2015· review· en· Chemical Reviews· Chemistry
machine prediction:candidate · noneconsensus · none
68
citations
afffundunlabeled
Reagents for Mass Cytometry
Loryn P. Arnett, Rahul Rana, Wilson Wai-Yip Chung, Xiaochong Li, Mahtab Abtahi, Daniel Majonis +3 more
2023· review· en· Chemical Reviews· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
58
citations

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