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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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Recherche Data Gouv France
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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.

587 results · 1 filter active ·
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20182025
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Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
587 works in the cohort · of 4,299,418page 10 of 12

Labels cover 1 of 587 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 587 of 587 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.

affunlabeled
Figure_1g-Ellipsometry DHPGS.tab
2025· dataset· en· Recherche Data Gouv France· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Main_SaclayDseSimulator.R
2021· dataset· tr· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
02.0001.2024.02.26.18.10.09.000.Z.miniseed
2025· dataset· de· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
07.0001.2024.02.26.18.11.33.000.Z.miniseed
2025· dataset· de· Recherche Data Gouv France· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
shema_Landscape_classification.jpg
2025· dataset· en· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
radiometrics_landscape_Kerguelen.dbf
2025· dataset· en· Recherche Data Gouv France· Psychology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
2024_0211.zip
2025· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
list_files-V1.xls
2024· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
README-DXVRU4.txt
2025· dataset· en· Recherche Data Gouv France· Earth and Planetary Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
ReadMe file.txt
2023· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
2010-EGG-EST-0501-Lupp.ogg
2025· dataset· fr· Recherche Data Gouv France· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
03.0001.2024.02.26.18.10.33.000.Z.miniseed
2025· dataset· de· Recherche Data Gouv France· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
2010-EGG-EST-0102-Raitar.ogg
2025· dataset· fr· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
straight_B.tab
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
NPPC_Winter_outlier_corrected.tab
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
straight_tripped_BT.tab
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Fig_SI3c-nanoIR.csv
2025· dataset· fr· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Figure 3.tif
2025· dataset· en· Recherche Data Gouv France· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Metadata_file_coculture.csv
2025· dataset· en· Recherche Data Gouv France· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
results_gps_0226.pkl
2025· dataset· en· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
NPPC_Spring_outlier_corrected.tab
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
ReadMe.docx
2024· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
questionnaire.pdf
2024· dataset· fr· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
sampleSpecies-rawdata.txt
2022· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
2024_0221.zip
2025· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
13.0001.2024.02.26.18.13.21.000.Z.miniseed
2025· dataset· fr· Recherche Data Gouv France· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
t1_to_time_0211_2024.pkl
2025· dataset· en· Recherche Data Gouv France· Neuroscience
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
03.0001.2024.02.26.18.10.33.000.E.miniseed
2025· dataset· de· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
06.0001.2024.02.26.18.11.15.000.E.miniseed
2025· dataset· de· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Figure5- Pine.tab
2025· dataset· en· Recherche Data Gouv France· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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