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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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IOP Conference Series Materials Science and Engineering
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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.

429 results · 1 filter active ·
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20092025
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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.
429 works in the cohort · of 4,299,418page 1 of 9

Labels cover 0 of 429 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 429 of 429 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Causes and remedies for porosity in composite manufacturing
G. Fernlund, Jeremy Wells, L Fahrang, Jeffery Kay, Anoush Poursartip
2016· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
51
citations
fundno affunlabeled
GSM module for wireless radiation monitoring system via SMS
Nur Aira Abd Rahman, Noor Hisyam Ibrahim, Lojius Lombigit, Azraf Azman, Zainudin Jaafar, Nor Arymaswati Abdullah +1 more
2018· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
19
citations
affunlabeled
Applications of smart textiles in occupational health and safety
Patricia I. Dolez, Justine Decaens, Thibaut Buns, Dominic Lachapelle, Olivier Vermeersch
2020· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
aboutno affunlabeled
LNG systems for natural gas propelled ships
M. Chorowski, P. Duda, J. Poliński, Janusz Skrzypacz
2015· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Progresses on Thermodynamic Databases
Liping Guo, Long Li, Yafei Guo, Tianlong Deng
2018· article· en· IOP Conference Series Materials Science and Engineering· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Mechanical properties of polymer-modified porous concrete
Nur Farhayu Ariffin, Mohd Faizal Md Jaafar, Nor Hasanah Abdul Shukor Lim, Muhammad Aamer Rafique Bhutta, Mohd Warid Hussin
2018· article· en· IOP Conference Series Materials Science and Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Innovative use of brick wastes as coarse aggregate in concrete
Naraindas Bheel, K. Rajesh Kumar, Ashok Kumar, Rehana Bhagam, Adeyemi Adesina, Shanker Lal Meghwar +1 more
2020· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Cyclic Tests of Joints of Glued Wooden Structures
Lyazat Aruova, Zhumabeke Ospanova, B B Aruov, Nurgul Alibekova, Zh A Shashpan, A T Kyrgizbaev
2020· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
Use of Underground Space in Large Cities
Vitaly Kasyanov, Chernysheva Oksana
2019· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
9
citations
aboutno affunlabeled
3rd International Congress on Ceramics (ICC3)
Koichi Niihara, Tatsuki Ohji, Yoshio Sakka
2011· article· en· IOP Conference Series Materials Science and Engineering· Engineering
distilled prediction:candidate · noneconsensus · none
8
citations
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