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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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IRIS Research product catalog (Sapienza University of Rome)
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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.

666 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.
666 works in the cohort · of 4,299,418page 10 of 14

Labels cover 0 of 666 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 666 of 666 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.

aboutno affunlabeled
Profili pubblicistici del codice del terzo settore
2022· book-chapter· it· IRIS Research product catalog (Sapienza University of Rome)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
QUEBEC 2001 Best Presentation Award
2001· other· en· IRIS Research product catalog (Sapienza University of Rome)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Pfizer Canada Inc Award
2004· other· en· IRIS Research product catalog (Sapienza University of Rome)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Evidence for labret use in prehistory
2020· article· en· IRIS Research product catalog (Sapienza University of Rome)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Visita presso University of British Columbia 2005
2005· other· en· IRIS Research product catalog (Sapienza University of Rome)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Metamorphosis of the insectarium
2022· article· it· IRIS Research product catalog (Sapienza University of Rome)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Workshop internazionale Roma 3.0
2011· other· it· IRIS Research product catalog (Sapienza University of Rome)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Parchi bird-friendly
2023· book-chapter· it· IRIS Research product catalog (Sapienza University of Rome)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
LA TORONTO STRUCTURED INTERVIEW FOR ALEXITHYMIA
2008· article· en· IRIS Research product catalog (Sapienza University of Rome)· Chemistry
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Gli orizzonti allargati della sanita
2016· article· it· IRIS Research product catalog (Sapienza University of Rome)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Filaretto
2010· book-chapter· it· IRIS Research product catalog (Sapienza University of Rome)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations

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