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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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Metallurgical Processes and Thermodynamics
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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.

1,090 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.
1,090 works in the cohort · of 4,299,418page 4 of 22

Labels cover 3 of 1,090 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 1,090 of 1,090 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Coupled Experimental Study and Thermodynamic Modeling of the Al<sub>2</sub>O<sub>3</sub>–Ti<sub>2</sub>O<sub>3</sub>–TiO<sub>2</sub> System
Sourav Kumar Panda, In‐Ho Jung
2019· article· en· ISIJ International· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
30
citations
afffundno abstractunlabeled
Transient Kinetics of Slag Metal Reactions
Geoffrey Brooks, M. Akbar Rhamdhani, Kenneth S. Coley, Subagyo Subagyo, Yuhua Pan
2008· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affunlabeled
A model to calculate the viscosity of silicate melts
Eli Brosh, Arthur D. Pelton, Sergei A. Decterov
2012· article· en· International Journal of Materials Research (formerly Zeitschrift fuer Metallkunde)· Engineering
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Thermodynamic Assessment of the MgO-P<sub>2</sub>O<sub>5</sub> and CaO-P<sub>2</sub>O<sub>5</sub> Systems
Guo-Hui. DING, Wei Xie, In‐Ho Jung, Zhiyu Qiao, Guangwei Du, Zhanmin Cao
2015· article· en· Acta Physico-Chimica Sinica· Engineering
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity
30
citations
affno abstractunlabeled
Kinetics of CO-CO2 reaction with CaO-SiO2-FeOx melts
Mansoor Barati, Kenneth S. Coley
2005· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affno abstractunlabeled
Ladle Shroud as a Flow Control Device for Tundish Operations
Ken Morales-Higa, R. I. L. Guthrie, M. Isac, R. D. Morales
2012· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
afffundunlabeled
Critical Evaluation and Thermodynamic Modeling of the <scp> <scp>Mg</scp> </scp> – <scp> <scp>Mn</scp> </scp> – <scp> <scp>O</scp> </scp> ( <scp> <scp>MgO</scp> </scp> – <scp> <scp>MnO</scp> </scp> – <scp> <scp>MnO</scp> </scp> <sub>2</sub> ) System
Sourav Kumar Panda, In‐Ho Jung
2014· article· en· Journal of the American Ceramic Society· Engineering
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+sts+open_science+research_integrity
28
citations
affunlabeled
Decrease of Nozzle Clogging through Fluid Flow Control
E Gutiérrez, José de Jesús Barreto, Saúl García-Hernández, R. D. Morales, María Guadalupe González-Solórzano
2020· article· en· Metals· Engineering
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
A model to calculate the viscosity of silicate melts
Eli Brosh, Arthur D. Pelton, Sergei A. Decterov
2012· article· en· International Journal of Materials Research (formerly Zeitschrift fuer Metallkunde)· Engineering
distilled prediction:candidate · noneconsensus · none
25
citations
affno abstractunlabeled
Steel Reoxidation by Gunning Mass and Tundish Slag
Pengcheng Yan, Sander Arnout, Marie‐Aline Van Ende, Enno Zinngrebe, Bart Blanpain, Muxing Guo
2015· article· en· Metallurgical and Materials Transactions B· Engineering
distilled prediction:candidate · noneconsensus · none
24
citations
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