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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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Machine labels · sparse coverage
Evidence
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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 7 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
reads_R1.zip
2024· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
2010-EGG-EST-0402-Lohmus.ogg
2025· dataset· fr· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
RateOfPerceivedExertion_File.tab
2023· dataset· en· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
add_on_AST_acoustic_autopower.h5
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
asap-hsqcsym-hard-last
2025· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
2010-EGG-EST-0103-Raitar.ogg
2025· dataset· fr· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
DataCAND.tab
2020· dataset· en· Recherche Data Gouv France· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
straight_B.stp
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
cut_in_smooth_CSM.stp
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
WR_outlier_corrected.tab
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
TRNUS_go
2025· dataset· en· Recherche Data Gouv France· Engineering
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
explanations-V1.docx
2024· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
16.0001.2024.02.26.18.13.51.000.Z.miniseed
2025· dataset· fr· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
radiometrics_landscape_Kerguelen.qml
2025· dataset· en· Recherche Data Gouv France· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Yield_PhytoPAM_coculture.csv
2025· dataset· en· Recherche Data Gouv France· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
aligned_Proteins_chains.zip
2023· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
reads_R2.zip
2024· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
01.0001.2024.02.26.18.11.57.000.E.miniseed
2025· dataset· de· Recherche Data Gouv France· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
straight_plate_BP.igs
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
IPGR_outlier_corrected.tab
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
FigureSI-4.tif
2025· dataset· en· Recherche Data Gouv France· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Fig1g.tif
2025· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
GL 2023 sample dataset.csv
2023· dataset· en· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
2010-EGG-EST-0502-Lupp.ogg
2025· dataset· fr· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Capex_ontology_22_12_2022.owl
2025· dataset· en· Recherche Data Gouv France
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
R_script_outleirs_correction.R
2025· dataset· Recherche Data Gouv France
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
02.0001.2024.02.26.18.10.09.000.N.miniseed
2025· dataset· de· Recherche Data Gouv France· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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