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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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Diamond and Carbon-based Materials Research
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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.

620 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.
620 works in the cohort · of 4,299,418page 6 of 13

Labels cover 0 of 620 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 620 of 620 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Direct synthesis of electrowettable nanostructured hybrid diamond
Sujit Deshmukh, Kamatchi Jothiramalingam Sankaran, Debosmita Banerjee, Chien-Jui Yeh, Key-Chyang Leou, Deodatta M. Phase +5 more
2019· article· en· Journal of Materials Chemistry A· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Evidence for two blue (type IIb) diamond populations
Andy Moore, Herwart Helmstaedt
2019· letter· en· Nature· Materials Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
12
citations
afffundunlabeled
A DFT study of electron–phonon interactions for the <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mtext>C</mml:mtext> <mml:mn>2</mml:mn> </mml:msub> <mml:msub> <mml:mtext>C</mml:mtext> <mml:mtext>N</mml:mtext> </mml:msub> </mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:msub> <mml:mtext>V</mml:mtext> <mml:mtext>N</mml:mtext> </mml:msub> <mml:msub> <mml:mtext>N</mml:mtext> <mml:mtext>B</mml:mtext> </mml:msub> </mml:math> defects in hexagonal boron nitride: investigating the role of the transition dipole direction
Kenneth Sharman, Omid Golami, Stephen C. Wein, Hadi Zadeh‐Haghighi, C. G. Rocha, Alexander Kubanek +1 more
2023· article· en· Journal of Physics Condensed Matter· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
10
citations
affunlabeled
Laser-written waveguide-integrated coherent spins in diamond
Yanzhao Guo, John P. Hadden, Federico Gorrini, Giulio Coccia, Vibhav Bharadwaj, Vinaya K. Kavatamane +9 more
2024· preprint· en· APL Photonics· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
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