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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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Socioeconomic and Demographic Analysis
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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.

66 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.
66 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 66 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 66 of 66 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Adapting to the Digital Transformation
Thomas O’Leary, Taylor Armfield
2020· article· en· Alberta Law Review· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
aboutno affunlabeled
Global Dynamics at the Dawn of 2010
Lionel F. Stapley, Chrissie Rickman
2010· article· en· Organisational and Social Dynamics· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
venueno affunlabeled
10.51847/9viEDBTRus
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
aboutno affunlabeled
POVERTY IS NOT A VICE, BUT HOW TO OVERCOME IT IN RUSSIA?
Oksana M. Makhalina, Viktor N. Makhalin
2021· article· en· RSUH/RGGU Bulletin Series Economics Management Law· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
AGENT NEGOTIATION IN A VIRTUAL MARKETPLACE
Walid S. Saba, PRATAP R. SATHI
2001· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
Invariant Transformation of Human Time Representations at the Stage of Turning Events
Ирина Александровна Ральникова, Елена Александровна Ипполитова, Olga Gurova, Ludmila Denisovna Demina, Maksim Aleksandrovich Kostenko
2015· article· en· Asian Social Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Построение системы социально-экономических индикаторов оценки развития и качества жизни регионов / Ю.Ю. Рассеко // Новая экономика. — 2014. - № 2— С. 300-305
2015· article· ru· BSU Digital Library (Belarusian State University)· Environmental Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
От общества потребления к цивилизации разума. Стратегия трансформаций профессора Попова (к выходу в свет новой монографии Г.Х. Попова «Размышления постороннего после первой четверти XXI века»)
А.Ю. Манюшис
2025· article· ru· Management and Business Administration· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
Executive Summary
2016· paratext· en· Latin American economic outlook· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Preterm birth: temporal trends and socioeconomic inequalities
Seungmi Yang, Michael S. Kramer
2018· article· pt· Jornal de Pediatria (Versão em Português)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
ОСОБЕННОСТИ СТИМУЛИРОВАНИЯ ТРУДОВОЙ ДЕЯТЕЛЬНОСТИ персонала предприятий в России и за рубежом
Svetlana Kirilchuk, Екатерина Владимировна Наливайченко, Артем Сергеевич Стрельбицкий
2023· article· ru· Региональные проблемы преобразования экономики· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity+insufficient_payload
0
citations
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