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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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Water Resources 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.

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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.

1,141 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.
1,141 works in the cohort · of 4,299,418page 11 of 23

Labels cover 0 of 1,141 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 1,141 of 1,141 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Debris‐Flood Hazard Assessments in Steep Streams
Matthias Jakob, S. L. Davidson, Gemma Bullard, Matthias Busslinger, Beatrice Collier‐Pandya, Patrick Grover +1 more
2022· article· en· Water Resources Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
41
citations
afffundunlabeled
Optimal replacement of water pipes
Alain Mailhot, Annie Poulin, Jean‐Pierre Villeneuve
2003· article· en· Water Resources Research· Engineering
distilled prediction:candidate · noneconsensus · none
41
citations
afffundaboutunlabeled
<scp>N</scp>orth <scp>A</scp>merican precipitation isotope (δ<sup>18</sup>O) zones revealed in time series modeling across <scp>C</scp>anada and northern <scp>U</scp>nited <scp>S</scp>tates
C. J. Delavau, Kwok Pan Chun, Tricia Stadnyk, S. J. Birks, J. M. Welker
2015· article· en· Water Resources Research· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow
41
citations
affunlabeled
Predicting glacio‐hydrologic change in the headwaters of the <scp>Z</scp>ongo <scp>R</scp>iver, <scp>C</scp>ordillera <scp>R</scp>eal, <scp>B</scp>olivia
Chris Frans, Erkan İstanbulluoğlu, Dennis P. Lettenmaier, Bibi S. Naz, Garry K. C. Clarke, Thomas Condom +2 more
2015· article· en· Water Resources Research· Earth and Planetary Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow
40
citations
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