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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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3D Surveying and Cultural Heritage
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.

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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.

1,245 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.
1,245 works in the cohort · of 4,299,418page 8 of 25

Labels cover 2 of 1,245 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 1,245 of 1,245 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
Touching the intangible
George Nicholas
2017· book-chapter· en· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Semantic object reconstruction via casual handheld scanning
Ruizhen Hu, Cheng Wen, Oliver van Kaick, Luanmin Chen, Di Lin, Daniel Cohen‐Or +1 more
2018· article· en· ACM Transactions on Graphics· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
A Survey of 3D Object Reconstruction Methods
Merve Gül Kantarcı, Berk Gökberk, Lale Akarun
2022· article· en· 2022 30th Signal Processing and Communications Applications Conference (SIU)· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
AN ONLINE 3D DATABASE SYSTEM FOR ENDANGERED ARCHITECTURAL AND ARCHAEOLOGICAL HERITAGE IN THE SOUTH-EASTERN MEDITERRANEAN
Dante Abate, A. Avgousti, Marina Faka, Sorin Hermon, Nikolas Bakirtzis, P. Christofi
2017· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
PROGRESS ON ISPRS BENCHMARK ON MULTISENSORY INDOOR MAPPING AND POSITIONING
Chunjin Wang, Yudi Dai, Naser El‐Sheimy, Chenglu Wen, Guenther Retscher, Zhizhong Kang +1 more
2019· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
A CALIBRATION WORKFLOW FOR “PROSUMER” UAV CAMERAS
C. R. Radford, George Bevan
2019· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Design by Quality Product Digitization
Waguih ElMaraghy, C. Rolls
2001· article· en· CIRP Annals· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
7
citations
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