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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.

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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
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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 14 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.

venueno affno abstractunlabeled
HOW TO MODEL THE COMPLEX WORLD?
2016· article· en· Advanced Calculation and Analysis· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Manipulating Strings in Python
2012· article· en· The Programming Historian· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Math by the Month: A trip to the Zoo
2010· article· en· Teaching Children Mathematics· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Downloading Web Pages with Python
2012· article· en· The Programming Historian· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Trigonometric Functions at a Crossroads
2017· article· en· Applied Physics Research· Computer Science
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Day7_2021-07-07_Stokmo_2.zip
2021· dataset· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Working with Text Files in Python
2012· article· en· The Programming Historian· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
King Mountain Cairn (3M-grey) from SCENE 7.0
2017· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
King Mountain Cairn (3M-grey) from SCENE 7.0
2017· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
King Mountain Cairn (4M-grey) from SCENE 7.0
2017· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
King Mountain Cairn (4M-grey) from SCENE 7.0
2017· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Code Reuse and Modularity in Python
2012· article· en· The Programming Historian· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
TABLE FIVE Vessel No.
2015· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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