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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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Management and Optimization Techniques
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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
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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.

334 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.
334 works in the cohort · of 4,299,418page 7 of 7

Labels cover 0 of 334 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 334 of 334 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
UTS_LIA CAHYANI_202101583_ANALISIS SWOT PT.GOJEK INDONESIA.
Dewi Nur Sa'adah
2022· preprint· id· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
PENGENDALIAN KAS PADA PT. KUKAR MANDIRI SHIPYARD
Varianto
2014· article· id· EKONOMIA· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Bab XXII: Perdagangan
Albert Kruyt
2023· article· id· LOBO Annals of Sulawesi Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
SIMULASI ANTRIAN PELAYANAN BANK DENGAN MENGGUNAKAN METODE GAMMA
Christian Adi Pratama Saragih, Akim Manaor Hara Pardede, Katen Lumbanbatu
2018· article· id· JTIK (Jurnal Teknik Informatika Kaputama)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
aboutno affunlabeled
EDRI_WAHYUDI_155100022
Edri wahyudi
2018· preprint· id· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Risiko PLTSa
Gede H Cahyana
2018· preprint· id· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
BAB 3 OBJEK DAN KONSEP WAKTU
Eija-Maija Kotilainen
2022· article· id· LOBO Annals of Sulawesi Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
Restorasi Diesel Traktor Untuk Membantu Pertanian Padi di Wilayah Kebumen
Bahtiar Wilantara Bahtiar, Rudi Wahyudi, Catur Wicara, Aldi Riyanto
2023· article· id· JURPIKAT (Jurnal Pengabdian Kepada Masyarakat)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
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