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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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Silicone and Siloxane 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
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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.

242 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.
242 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 242 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 242 of 242 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Synthesis of Linear Polysiloxanes
Julian Chojnowski, Marek Cypryk
2000· book-chapter· en· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
67
citations
affunlabeled
Polyhedral oligomeric silsesquioxane/epoxy coatings: a review
Farzad Seidi, Maryam Jouyandeh, Ali Taghizadeh, Mohsen Taghizadeh, Sajjad Habibzadeh, Yongcan Jin +3 more
2020· review· en· Surface Innovations· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
50
citations
afffundunlabeled
Phototunable Cross-Linked Polysiloxanes
Amanda S. Fawcett, Timothy C. Hughes, Laura Zepeda-Velazquez, Michael A. Brook
2015· article· en· Macromolecules· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
49
citations
affunlabeled
Porous NIR Photoluminescent Silicon Nanocrystals‐POSS Composites
Dongzhi Chen, Wei Sun, Chenxi Qian, Laura M. Reyes, Annabelle P. Y. Wong, Yuchan Dong +3 more
2016· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
49
citations
afffundunlabeled
Catalyst Free Silicone Sealants That Cure Underwater
Robert Bui, Michael A. Brook
2020· article· en· Advanced Functional Materials· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
39
citations
afffundunlabeled
Pretreatment of Liquid Silicone Rubbers to Remove Volatile Siloxanes
Michael A. Brook, Hanns-Ulrich Saier, Julia Schnabel, Kaitlin Town, Michael J. Maloney
2007· article· en· Industrial & Engineering Chemistry Research· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
33
citations
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