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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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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.

254 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.
254 works in the cohort · of 4,299,418page 2 of 6

Labels cover 0 of 254 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 254 of 254 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
073003-acc stage 5.csv
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
tasmax.7z
2019· dataset· en· UNB Dataverse· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Figure 2024-06-21 175205.png
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Over35c.txt
2025· dataset· en· UNB Dataverse· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+open_science+insufficient_payload
0
citations
affunlabeled
size.tab
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Heat_Transfer.py
2024· dataset· en· UNB Dataverse· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
RGB.zip
2025· dataset· de· UNB Dataverse· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Figure 2024-06-14 072939.png
2024· dataset· en· UNB Dataverse· Materials Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
080102-rri.csv
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
SupplementaryData_S2.tab
2025· dataset· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
Over09c.txt
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
README.pdf
2024· dataset· de· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
Supplemental_data_FigureS1.pdf
2025· dataset· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affunlabeled
2024-06-15 08-52_model_P0.925391_S0.5_G1.0.xml
2024· dataset· ko· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affunlabeled
Coolant_Temp_Coefs.png
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Over35d.txt
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
keffresults_2024-06-21 17-53.csv
2024· dataset· en· UNB Dataverse· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
2024-06-14 14-19_model_P0.925391_S0.5_G1.0.xml
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
MWL_recordings.zip
2025· dataset· en· UNB Dataverse· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Over43d.txt
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
SP_75.h5
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
keffresults_2024-06-16 23-02.csv
2024· dataset· en· UNB Dataverse· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Over22a.txt
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
SRS Circular Plot Plant Data.tab
2025· dataset· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
SRS Example 1 Circular Fixed Area Plots Data Description.pdf
2025· dataset· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affunlabeled
2024-06-06 09-23_model_P0.925391_S0.5_G1.0.xml
2024· dataset· ko· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
SRS Example 1 Tree Lists.tab
2025· dataset· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affunlabeled
EurekaMWR_17Dec-18Feb.txt
2023· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
082104 pupil_positions.tab
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
2024-06-16 10-44_model_P0.925391_S0.5_G1.0.xml
2024· dataset· ko· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
time sync 080104.tab
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
LawnFledgersMF.tab
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
keffresults_2024-06-14 07-31.csv
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affno abstractunlabeled
082106-rri control to stage 3.csv
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
073001-rri.csv
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Archive 2024-06-20 at 12.21.52 PM.rar
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affno abstractunlabeled
073102-ecg.csv
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
2024-06-13 00-23_model_P0.925391_S0.5_G1.0.xml
2024· dataset· ko· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
Example 15_3_1 Forest Aspatial Structure Summary Data.tab
2025· dataset· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+open_science+research_integrity+insufficient_payload
0
citations
affunlabeled
tasmax.7z
2019· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Environmental_conditions.tab
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
073001-ecg.csv
2025· dataset· ca· UNB Dataverse· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Supplementary+Data+5+-+DSDP+Site+547B.pdf
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · metaepi_narrow+open_science+insufficient_payload
0
citations
affunlabeled
Floor Plan (Storage).pdf
2024· dataset· en· UNB Dataverse· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Alt_rolling.csv
2025· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Template_SearchDocumentation_20241119.rtf
2024· dataset· en· UNB Dataverse
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
UnknownIndividuals_2Clusters_genepop
2024· dataset· en· UNB Dataverse· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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