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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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Computational Physics and Python Applications
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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.

1,060 results · 1 filter active ·
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20002025
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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.
1,060 works in the cohort · of 4,299,418page 4 of 22

Labels cover 4 of 1,060 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 1,060 of 1,060 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Two Approaches to Survival Analysis of Open Source Python Projects
2022· paratext· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
1
citations
venueno affunlabeled
The Physical Nature of Velocity
2018· article· en· Applied Physics Research· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
Improvements in Transport Phenomena Teaching
2018· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Superresolved HYDI dataset
2019· dataset· en· Figshare· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affno abstractunlabeled
Will machines change mathematics?
2024· article· en· Bulletin of the American Mathematical Society· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
Lawn as a site of environmental conflict
2000· other· en· Library and Archives Canada (Government of Canada)· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Introduction to Python's Syntax
2021· article· en· The Quantitative Methods for Psychology· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
JPEG Inspired Deep Learning
2024· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
sd_quadrature.R
2020· dataset· en· Harvard Dataverse· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Occurrence Download
2025· dataset· en· Global Biodiversity Information Facility· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
TREND: Sharadar. Core US Fundamentals: Sharadar Fundamentals | Symbol: V, MA | Symbol Name: Visa Inc, Mastercard Inc | Indicator: Earning Before Interest & Taxes (USD), 2000/4 - 2020/3. Data Planet™ Statistical Datasets: A SAGE Publishing Resource Dataset-ID: 093-002-001
2021· other· en· Data Planet· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
aboutno affno abstractunlabeled
canada_posttax_distribution_19631975x.tab
2016· dataset· en· Harvard Dataverse· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Magnetotelluric Transfer Functions
2017· other· en· NSF Seismological Facility for the Advancement of Geoscience (SAGE)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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