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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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Spiral (Imperial College London)
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Retraction
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

79 results · 1 filter active ·
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20062023
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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.
79 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 79 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 79 of 79 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
ACM SIGSOFT Empirical Standards.
Paul Ralph, Sebastian Baltes, Domenico Bianculli, Yvonne Dittrich, Michael Felderer, Robert Feldt +18 more
2020· article· en· Spiral (Imperial College London)· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
36
citations
affunlabeled
Shifting regret, mirror descent, and matrices
András György, Csaba Szepesvári
2016· article· en· Spiral (Imperial College London)· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
affunlabeled
Smart Modelling of Geologic Stratigraphy Concepts using Sketches
Mário Costa Sousa, Julio Daniel Machado Silva, Clarissa Coda Marques Machado Silva, Felipe Carvalho, Sicilia Ferreira Judice, Fazilatur Rahman +6 more
2020· article· en· Spiral (Imperial College London)· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
The Analogy Retriever – an idea generation tool
Ji Han, Feng Shi, Liuqing Chen, Peter Childs
2017· article· en· Spiral (Imperial College London)· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
The impact of fossils on arthropod phylogeny
David Legg
2013· dissertation· en· Spiral (Imperial College London)· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Bayesian analysis of weak gravitational lensing
Justin Alsing
2016· dissertation· en· Spiral (Imperial College London)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

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