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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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Spectroscopy and Quantum Chemical Studies
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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.

1,558 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.
1,558 works in the cohort · of 4,299,418page 12 of 32

Labels cover 0 of 1,558 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 1,558 of 1,558 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
LISTb: a <i>Better</i> Direct Approach to LIST
Yakun Chen, Yan Alexander Wang
2011· article· en· Journal of Chemical Theory and Computation· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
Efficient dielectric matrix calculations using the Lanczos algorithm for fast many-body<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mrow><mml:msub><mml:mi>G</mml:mi><mml:mn>0</mml:mn></mml:msub><mml:msub><mml:mi>W</mml:mi><mml:mn>0</mml:mn></mml:msub></mml:mrow></mml:math>implementations
Jonathan Laflamme Janssen, Bruno Rousseau, Michel Côté
2015· article· lv· Physical Review B· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
23
citations
afffundunlabeled
Differential Solvation
Georg Schreckenbach
2016· article· en· Chemistry - A European Journal· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affunlabeled
APOST-3D: Chemical concepts from wavefunction analysis
Pedro Salvador, Eloy Ramos‐Cordoba, Marc Montilla, Leila Pujal, Martí Gimferrer
2024· article· en· The Journal of Chemical Physics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Laser-Limited Signatures of Quantum Coherence
Roel Tempelaar, Alexei Halpin, Philip J. M. Johnson, Jianxin Cai, R. Scott Murphy, Jasper Knoester +2 more
2015· article· en· The Journal of Physical Chemistry A· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
22
citations
fundno affunlabeled
Quantum effects in ultrafast electron transfers within cryptochromes
Thiago Firmino, Étienne Mangaud, Fabien Cailliez, Adrien Devolder, David Mendive‐Tapia, Fabien Gatti +3 more
2016· article· en· Physical Chemistry Chemical Physics· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations

How this was built: Screen · Findings · About