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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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Photochromic and Fluorescence Chemistry
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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
fundfunder
venuejournal
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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.

545 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.
545 works in the cohort · of 4,299,418page 5 of 11

Labels cover 0 of 545 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 545 of 545 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Three‐Photon Infrared Stimulation of Endogenous Neuroreceptors in Vivo
Rosalba Sortino, Marina Cunquero, Gustavo Castro‐Olvera, Ricard Gelabert, Miquel Moreno, Fabio Riefolo +8 more
2023· article· en· Angewandte Chemie International Edition· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
Photoswitchable Organoplatinum(IV) Complexes
Mohamed E. Moustafa, Matthew S. McCready, Richard J. Puddephatt
2013· article· en· Organometallics· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
26
citations
fundno affunlabeled
Spiro-oxazine photochromic fiber optical switch
Yanyi Huang, Wei Liang, Joyce K. S. Poon, Yong Xu, Reginald K. Lee, Amnon Yariv
2006· article· en· Applied Physics Letters· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
25
citations
affunlabeled
Direct Thermal Patterning of a π-Conjugated Polymer
Terry J. Gordon, Jianfei Yu, Cheng‐Han Yang, Steven Holdcroft
2007· article· en· Chemistry of Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
afffundunlabeled
Threading-gated photochromism in [2]pseudorotaxanes
Giorgio Baggi, Lorenzo Casimiro, Massimo Baroncini, Serena Silvi, Alberto Credi, Stephen J. Loeb
2019· article· en· Chemical Science· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
23
citations
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How this was built: Screen · Findings · About