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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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Environmental Monitoring and Data Management
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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.

299 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.
299 works in the cohort · of 4,299,418page 1 of 6

Labels cover 3 of 299 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 299 of 299 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
An Integrated All-Atlantic Ocean Observing System in 2030
Brad deYoung, Martin Visbeck, Molly Baringer, CarolAnne Black, Erik Buch, Gabrielle Canonico +17 more
2019· article· en· Frontiers in Marine Science· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
42
citations
affaboutunlabeled
Groundwater data network interoperability
Boyan Brodaric, Nate Booth, Éric Boisvert, Jessica Lucido
2015· article· en· Journal of Hydroinformatics· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Ocean Data Dissemination: New Challenges for Data Integration
Jon Blower, Steve C. Hankin, Robert Keeley, Sylvie Pouliquen, J. de la Beaujardière, E. Vanden Berghe +5 more
2010· article· en· Earth and Planetary Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
11
citations
affno abstractunlabeled
Editors’ Roundup: June 2022
Kuniaki Nagayama, Trushar R. Patel, Haruki Nakamura, Lawrence J. Berliner, Damien Hall
2022· article· en· Biophysical Reviews· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
8
citations
aboutno affunlabeled
Evaluation of MBari puck protocol for interoperable ocean observatories
Christoph Waldmann, Eric Delory, Reo Phillips, Neil Cater, Klaus Schleisiek, Joaquín del Río Fernández +7 more
2009· article· en· UPCommons institutional repository (Universitat Politècnica de Catalunya)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
Systems biology research at BGRS-2018
Yuriy L. Orlov, Ralf Hofestädt, Ancha Baranova
2019· editorial· en· BMC Systems Biology· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Perspektiven einer sozialen Stadtentwicklung
Mechthild Renner
2000· article· en· Raumforschung und Raumordnung / Spatial Research and Planning· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Materials on the move
Manny I. Fox Morone
2018· article· en· C&EN Global Enterprise· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Student Medical Summit - Online 2022
2022· article· en· BMC Proceedings· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
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