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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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ISPRS annals of the photogrammetry, remote sensing and spatial information sciences
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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
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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.

215 results · 1 filter active ·
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20122025
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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.
215 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 215 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 215 of 215 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Rail Track Detection and Modelling in Mobile Laser Scanner Data
Sander Oude Elberink, Kourosh Khoshelham, Mostafa Arastounia, D. Diaz Benito
2013· article· en· ISPRS annals of the photogrammetry, remote sensing and spatial information sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
61
citations
affunlabeled
ISPRS BENCHMARK ON MULTISENSORY INDOOR MAPPING AND POSITIONING
Chunjin Wang, Yudi Dai, Naser El‐Sheimy, Chenglu Wen, Guenther Retscher, Zhizhong Kang +1 more
2020· article· en· ISPRS annals of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
afffundunlabeled
DIGITAL RECORDING AND NON-DESTRUCTIVE TECHNIQUES FOR THE UNDERSTANDING OF STRUCTURAL PERFORMANCE FOR REHABILITATING HISTORIC STRUCTURES AT THE KATHMANDU VALLEY AFTER GORKHA EARTHQUAKE 2015
Sujan Shrestha, M. Reina Ortiz, Michael Gutland, Rebecca Napolitano, Isabel Morris, Mario Santana Quintero +7 more
2017· article· en· ISPRS annals of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
distilled prediction:candidate · stsconsensus · none
11
citations
afffundunlabeled
REVISITING INTRINSIC CURVES FOR EFFICIENT DENSE STEREO MATCHING
Mozhdeh Shahbazi, Gunho Sohn, Jérôme Théau, Patrick Ménard
2016· article· en· ISPRS annals of the photogrammetry, remote sensing and spatial information sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
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