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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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Education, Innovation and Language Studies
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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.

556 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.
556 works in the cohort · of 4,299,418page 2 of 12

Labels cover 3 of 556 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 556 of 556 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
LIFE AND SCIENTIFIC HERITAGE OF A.ZH. MASHANOV
Anara G. Shabambaeva, Б.Н. Абдрахманов
2020· article· ru· ВЕСТНИК «Исторические и социально-политические науки»· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
От эколого-валеологии как науки к адекватной направленности профессионально-педагогической подготовки студентов
Орехова Ирина Леонидовна
2010· article· en· Вестник Челябинского государственного педагогического университета· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Туристско-краеведческая деятельность в общеобразовательной школе как фактор социализации младших школьников
Ольга Николаевна Матвеева, И. Л. Беккер
2012· article· ru· Известия Пензенского государственного педагогического университета им. В.Г. Белинского· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
Обучение тактике в тхэквондо-wtf на этапе начальной подготовки с использованием средств и методов межкультурной коммуникации
Дмитрий Петрович Южаков
2011· article· en· Международная научная конференция «Педагогика: традиции и инновации»· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Построение номинативного поля концепта «Память» в английском и узбекском языках путем проведения ассоциативного эксперимента
Агзамова Дилдора Бахадиржановна
2011· article· ru· Вестник Южно-Уральского государственного гуманитарно-педагогического университета· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Reorienting retirement risk management
2011· article· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
JADIDCHILIK ILK HARAKATLARI
2024· article· tr· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Amerika
Edward Ousselin
2012· article· en· World Literature Today· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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