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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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Underwater Acoustics 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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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.

1,653 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.
1,653 works in the cohort · of 4,299,418page 9 of 34

Labels cover 2 of 1,653 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 1,653 of 1,653 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundvenueno affunlabeled
ICEBERG RISK TO SEABED INSTALLATIONS ON THE GRAND BANKS
Ken Croasdale, Rob Brown, Patrick Campbell, Greg Crocker, Ian Jordaan, Tony King +2 more
2001· article· en· NPARC· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
Yellow Sea Internal Solitary Wave Variability
A. Warn‐Varnas, Stanley A. Chin-Bing, David A. King, James A. Hawkins, Kevin G. Lamb, Leonor Teixeira
2002· book-chapter· en· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Hamilton's geoacoustic model
Charles W. Holland, Stan E. Dosso
2022· article· en· The Journal of the Acoustical Society of America· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Multi-Beam Echo Sounders–INS Automatic Latency Calibration
Rabine Keyetieu, Nicolas Seube, Vignyl Djine, Gaël Roué, Benoı̂t Clément, Pierre Bosser
2018· article· en· Marine Geodesy· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
venueno affno abstractunlabeled
Performance Prediction via the Java Acoustic Model Interface
Gary H. Brooke, Steven Kilistoff, David J. Thomson, Dale D. Ellis
2010· article· en· Canadian acoustics· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Colored Inversion: Application In A Tertiary Basin Offshore China
August Lau, Junhu Dai, A. J. Robinson, Ben Flack, Chung‐Chi Shih, Randy Utech +1 more
2005· article· en· Offshore Technology Conference· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations

How this was built: Screen · Findings · About