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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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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.

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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 14 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
Simulating Vibronic Spectra without Born–Oppenheimer Surfaces
Kevin Lively, Guillermo Albareda, Shunsuke Sato, Aaron Kelly
2021· article· en· Terrestrial Environment Research Center (University of Tsukuba)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
afffundunlabeled
Impact of regulatory proteins on the nonlinear dynamics of DNA
M. V. Satarić, Jack A. Tuszyński
2002· article· en· Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Dynamics of the C<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mrow><mml:mn>1</mml:mn><mml:mi>s</mml:mi><mml:mo>→</mml:mo><mml:msup><mml:mi>π</mml:mi><mml:mo>*</mml:mo></mml:msup></mml:mrow></mml:math>excitation and decay in<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:msub><mml:mtext>CO</mml:mtext><mml:mn>2</mml:mn></mml:msub></mml:math>probed by vibrationally and angularly resolved Auger spectroscopy
E. Antonsson, Minna Patanen, Christophe Nicolas, Safia Benkoula, John J. Neville, V L Sukhorukov +3 more
2015· article· lv· Physical Review A· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
16
citations
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