Cohort builder

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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Co-Published with Macmillan Publishers Ltd, UK eBooks

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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.

5 results · 1 filter active ·

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20092010

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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.

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

Labels cover 0 of 5 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 5 of 5 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled

Engineering atomic and molecular nanostructures at surfaces

Johannes V. Barth, Giovanni Costantini, Klaus Kern

2009· book-chapter· en· Co-Published with Macmillan Publishers Ltd, UK eBooks· Engineering

distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow

citations

affno abstractunlabeled

Tuning clathrate hydrates for hydrogen storage

Huen Lee, Jong-Won Lee, Do Youn Kim, Jeasung Park, Yutaek Seo, Huang Zeng +3 more

2010· book-chapter· en· Co-Published with Macmillan Publishers Ltd, UK eBooks· Environmental Science

distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity

citations

affno abstractunlabeled

Nano-network electronic conduction in iron and nickel olivine phosphates

P. Subramanya Herle, B. Ellis, N.D. Coombs, Linda F. Nazar

2010· book-chapter· en· Co-Published with Macmillan Publishers Ltd, UK eBooks· Chemistry

distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · research_integrity

citations

affno abstractunlabeled

Solution-processed <font>PbS</font> quantum dot infrared photodetectors and photovoltaics

S. A. McDonald, GERASIMOS KONSTANTATOS, Shiguo Zhang, Paul W. Cyr, Ethan J. D. Klem, Larissa Levina +1 more

2010· book-chapter· en· Co-Published with Macmillan Publishers Ltd, UK eBooks· Materials Science

distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity

citations

affno abstractunlabeled

Injectable nanocarriers for biodetoxifixcation

Jean‐Christophe Leroux

2009· book-chapter· en· Co-Published with Macmillan Publishers Ltd, UK eBooks· Pharmacology, Toxicology and Pharmaceutics

distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · research_integrity

citations

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