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36 merged results for "Computational Depth"

Partial results: at least one source did not answer. Available results are shown rather than treating an upstream outage as zero matches.

Source status
  1. Evaluating Depth-Based Human Pose Estimation in Real-World Nursing Home Environments

    Author unknown · 2026 · Sensors (Basel)

    uncertain Transparent signal score 50/100 · policy 1.0.0

    Found in europe-pmc · no DOI

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    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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    • cautionMetadata completeness: 4 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  2. Towards Neural‐Network‐Based Optical Temperature Sensing of Semiconductor Membrane External Cavity Laser

    Jakob Mannstadt, Arash Rahimi‐Iman · 2025 · Advanced Sensor Research

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.1002/adsr.70009

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    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  3. The Integration and Growth of R in Soil Research: A 10‐Year Analysis

    Meixiang Gao, Xiujuan Yan, Xin Li, Ye Zheng · 2025 · Ecology and Evolution

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.1002/ece3.71545

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    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  4. Polarization-Multiplexed Double-Helix/Airy Metalens for Depth-Resolved Texture Imaging With Extended Depth-of-Field.

    Tian X, Zhou Z, Xiao B, Yao L · 2026 · Nanophotonics

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.1002/nap2.70311

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    • not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  5. A Brute Force Approach to Depth Camera Odometry.

    J. Israel, A. Plyer · 2013

    limited evidence Transparent signal score 49/100 · policy 1.0.0

    Found in hal · DOI 10.1007/978-1-4471-4640-7_3

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    • not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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    • supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  6. A Novel RGBD Image Superpixel Segmentation Intergrated Depth Map Quality

    Weiyi Wei, Wenxia Chen, Hong Tao · 2022

    uncertain Transparent signal score 51/100 · policy 1.0.0

    Found in hal · DOI 10.1007/978-3-031-03948-5_36

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    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  7. A Confidence Weighted Real-Time Depth Filter for 3D Reconstruction

    Zhenzhou Shao, Zhiping Shi, Ying Qu, Yong Guan · 2016

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in hal · DOI 10.1007/978-3-319-48390-0_23

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    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  8. A 3-Component Inverse Depth Parameterization for Particle Filter SLAM

    Evren Imre, Marie-Odile Berger · 2009

    limited evidence Transparent signal score 49/100 · policy 1.0.0

    Found in hal · DOI 10.1007/978-3-642-03798-6_1

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    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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    • supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  9. Tests of electric and electromagnetic methods in the travale geothermal field

    Dominique Le Masne · 1985 · Geothermics

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in hal · DOI 10.1016/0375-6505(85)90045-8

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    • not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  10. Oja centers and centers of gravity

    Dan Chen, Olivier Devillers, John Iacono, Stefan Langerman · 2013 · Computational Geometry

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in hal · DOI 10.1016/j.comgeo.2012.04.004

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    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  11. Beyond advection: A Lagrangian framework for microplastic transport in depth-averaged shallow water flows.

    Vallés P, Morales-Hernández M, Roeber V, Caviedes-Voullième D · 2026 · J Contam Hydrol

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.1016/j.jconhyd.2026.105124

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    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  12. Molecular docking, ADME/toxicity, and VMD–RDG investigation of secondary amines as acetylcholinesterase inhibitors

    Aziz Nassri, Soukaina Ameur, Wiame Boumzoura, Abdellah Tahiri · 2026 · Next Materials

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.1016/j.nxmate.2026.102462

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    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  13. Axial resolution post-processing engineering in Fresnel incoherent correlation holography

    Shivasubramanian Gopinath, Joseph Rosen, Vijayakumar Anand · 2026 · JPhys Photonics

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.1088/2515-7647/ae38ae

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    • supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 4 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  14. Quantitative comparison of fungal genome assembly strategies using short and long reads from simulated and empirical sequencing data.

    Silva GAA, Folorunso TR, Eckhardt LG, Willoughby JR. · 2026 · Microb Genom

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.1099/mgen.0.001824

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  15. Multi-Sensor Depth Fusion Framework for Real-Time 3D Reconstruction

    Muhammad Kashif Ali, Asif Rajput, Muhammad Shahzad, Farhan Khan · 2019 · IEEE Access

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.1109/access.2019.2942375

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 4 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  16. A computational model of stereoscopic 3D visual saliency

    Junle Wang, Matthieu Perreira da Silva, Patrick Le Callet, Vincent Ricordel · 2013 · IEEE Transactions on Image Processing

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in hal · DOI 10.1109/tip.2013.2246176

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  17. Why We Dive Deep: A Momentum-Based Account of Depth-First Persistence in Hierarchically Organized Goals.

    Aenugu S, O'Doherty JP. · 2026 · Top Cogn Sci

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.1111/tops.70087

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  18. Computational Depth of Anesthesia via Multiple Vital Signs Based on Artificial Neural Networks.

    Sadrawi M, Fan SZ, Abbod MF, Jen KK · 2015 · Biomed Res Int

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.1155/2015/536863

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  19. A novel network-level fused deep learning architecture with shallow neural network classifier for gastrointestinal cancer classification from wireless capsule endoscopy images

    Muhammad Attique Khan, Usama Shafiq, Ameer Hamza, Anwar M. Mirza · 2025 · BMC Medical Informatics and Decision Making

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.1186/s12911-025-02966-0

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  20. Fast computational depth segmentation using orthogonal fringe patterns without pattern sequence changing.

    Xiao Y, Han W, Zhang X, Deng J · 2021 · J Opt Soc Am A Opt Image Sci Vis

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.1364/josaa.414326

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  21. Output-Verified GPU Monte Carlo Modeling of Near-Infrared Photon Transport in a Homogeneous Breast-Tissue Phantom: A Reproducible Computational Benchmark

    Osei¹ SN, Owusu²˒³ JT, Subaar³ C. · 2026

    limited evidence Transparent signal score 39/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.21203/rs.3.rs-11042603/v1

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • cautionPublication version: Identified as a preprint; peer review and later versions may change the record. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  22. Towards an AI-Based Tailored Training Planning for Road Cyclists: A Case Study

    Alessandro Silacci, Redha Taiar, Maurizio Caon · 2020 · Applied Sciences

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.3390/app11010313

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  23. RGB-D Image Encryption Using a Hyperchaotic System and Quaternion Gyrator Transform.

    Li J, Zhong P, Li Z, Deng Q · 2026 · Entropy (Basel)

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.3390/e28101057

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  24. Flood Response System—A Case Study

    Yogesh Kumar Singh, Upasana Dutta, T. S. Murugesh Prabhu, I. Prabu · 2017 · Hydrology

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.3390/hydrology4020030

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
    • not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  25. Intelligent Distribution-Network Fault Handling via Cross-Modal Semantic Fusion and Knowledge-Graph Reasoning

    Fangzhou Liu, Yang Zhao, Jiqiao Chen, Ting Luo · 2026 · EAI Endorsed Transactions on Energy Web

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.4108/ew.13683

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    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  26. GPU Acceleration for Boyar-Peralta Algorithm in High Dimensional Linear Layers

    Xiao Huang, Chao Sun, Ge Wu, Liquan Chen · 2026 · IACR Transactions on Symmetric Cryptology

    uncertain Transparent signal score 53/100 · policy 1.0.0

    Found in doaj · DOI 10.46586/tosc.anjbhe8nm2-x

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    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  27. Analysis of Factors Affecting the Performance of Retinal Prostheses Using Finite Element Modelling of Electric Field Distribution in the Retina

    Kasi Raj, Sri Harsha · 2011

    limited evidence Transparent signal score 47/100 · policy 1.0.0

    Found in datacite · DOI 10.5075/epfl-thesis-5048

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  28. Depth-integrated Two-dimensional Model for Immiscible Two-phase Flow in Open Rough-walled Fractures with Smoothly Varying Aperture

    Rahul Krishna, Yves Meheust, Insa Neuweiler · 2024

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in hal · DOI 10.5194/egusphere-egu24-7889

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  29. The Living Cartography of the Published IDAU Corpus - Corpus-Level Dependency Architecture, Cross-Domain Realization, Human/AI Reconstruction, and Publication Register (Tenth Edition)

    Nguyen Son, Vien · 2026

    limited evidence Transparent signal score 47/100 · policy 1.0.0

    Found in datacite · DOI 10.5281/zenodo.21293511

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  30. RESEARCH COLLECTION / FLAGSHIPS 41–50 OF 90 Nano-Quantum Skincare Metrology & Regenerative Materials at the Limit STARLI Herbal Skincare | F41–F50 / 90 | Author 33 | Research Design Working Edition v1.1 This ten-volume nonclinical research-design collection explores quantum-material adsorption models, traceable cutaneous bioelectric measurement, photon-fair molecular spectroscopy, optical hydration gradients, multimodal microcirculation proxies, smart hydrogel mechanics, biodegradable nanomaterial safety, inflammatory signaling, epidermal renewal, and cellular mechanosensing. Its claims propose testable methods, not observed human skin regeneration, confirmed cosmetic efficacy or established quantum advantage. Two five-theme research units contain ten English 777-page editions: 300 conditional formula plates, 820 chapter openings, 4,100 separately paginated investigations, 2,000 Research Gates and 330 Phoenix Answer Embryos. The v1.1 revision focuses on the preface, formula and Gate pages; chapter and Phoenix content was carried forward. Structural counts and lexical difference scores are not proof of physical validity or scientific originality. Research Unit I · F41–F45 F41 QUANTUM MATERIALS SIMULATION FOR SMART SKINCARE CARRIER DESIGN AT THE LIMIT — Tests facet-dependent adsorption energies against blind facet and solvent-model perturbations. Classical adsorption references and independent surface chemistry distinguish proposed electronic-structure effects from roughness or solvent confounding; unbounded model error blocks skin-performance inference. F42 QUANTUM SENSING AND CUTANEOUS BIOELECTRIC METROLOGY AT THE LIMIT — Measures weak magnetic-field error in traceable skin-like phantoms at equal bandwidth, shielding, time and energy. A qualified classical magnetometer challenges quantum-sensing claims; uncalibrated references or shared sensor interference invalidate apparent gains. F43 QUANTUM-ENHANCED SPECTROSCOPY AND SKIN MOLECULAR ANALYSIS AT THE LIMIT — Challenges blinded analyte-identification rates and detection limits under matched incident-photon and acquisition budgets. Classical Raman and LC-MS benchmarks distinguish molecular specificity from extra light exposure; photodamage and false-positive identification are hard refusals. F44 NANO-OPTICAL SENSING AND SKIN HYDRATION MONITORING AT THE LIMIT — Evaluates optical reconstruction of depth-resolved hydration in layered phantoms with concealed pigmentation and thickness changes. Gravimetry and standard NIR references challenge pigment absorption or surface reflection masquerading as hydration; layer miscalibration and thermal damage block claims. F45 SKIN MICROCIRCULATION AND NONINVASIVE MULTIMODAL METROLOGY AT THE LIMIT — Examines agreement of perfusion proxies across independent instruments during blinded temperature and position crossovers. Calibrated laser Doppler and microfluidic flow references expose correlated temperature artifacts; shared confounding and uncalibrated instruments defeat a positive result.   SECOND RESEARCH UNIT / TISSUE SAFETY, TURNOVER & MECHANOBIOLOGY Research Unit II · F46–F50 F46 SMART HYDROGELS AND SKIN TISSUE ENGINEERING AT THE LIMIT — Requires both cell viability and elastic-modulus acceptance under equal hydration and blinded mechanical loading. An inert hydrogel and calibrated scaffold separate water-driven appearance from load-bearing tissue competence; cell injury or gel rupture triggers refusal. F47 BIODEGRADABLE NANOMATERIALS AND CUTANEOUS SAFETY AT THE LIMIT — Tests degradation-product mass balance and cellular compatibility using blind product identification and solvent-only controls. Gravimetric closure and chemically identified standards distinguish true breakdown from simple particle fragmentation; unknown products or toxic intermediates cannot be ignored. F48 CUTANEOUS INFLAMMATORY SIGNALING AND BARRIER HOMEOSTASIS AT THE LIMIT — Tracks cell-stratified inflammatory-marker changes with independent protein assays. Composition-matched qPCR and cytokine verification test whether cell-mixture shifts mimic signaling change; increasing inflammation or loss of barrier integrity invalidates favorable interpretation. F49 EPIDERMAL RENEWAL KINETICS AND SKIN DIFFERENTIATION AT THE LIMIT — Measures labeled-cell transit from basal layers to the surface with blinded time tracking and independent histology. Unperturbed reconstructed epidermis tests whether apparent rapid renewal is merely increased surface-cell shedding; cell death and lost progenitor identity are vetoes. F50 SKIN MECHANOSENSING AND MATRIX REMODELING AT THE LIMIT — Tests mechanical-strain thresholds for cellular signals under isothermal loading and sham challenges. Calibrated direct mechanical references distinguish mechanotransduction from heating-related signals; membrane injury or temperature outside the calibrated range prevents a positive claim. Physical Scope, Falsifiability & Evidence Status The studies are prospective and nonclinical, using skin-like phantoms, traceable materials, authorized reconstructed tissue, controlled cell systems, synthetic references and laboratory benches. Each proposed claim requires an independently measured endpoint, a resource-matched comparator, a rival explanation and a noncompensatory stop condition. Negative trials, unresolved identities and uncertainties remain reportable. No result establishes treatment efficacy, human skin regeneration or safety of a finished cosmetic product. Methodological ancestry in the supplied source includes DOI anchors 10.5281/zenodo.23480803, 10.5281/zenodo.23486020 and 10.5281/zenodo.23318840. These identify research lineage, not experimental verification. Article metadata, claim-specific references and conditional physical equations require independent verification and expert reconciliation before stronger assertions. Research Gate Evolution & QA Boundary The supplied source-batch QA records ten 777-page PDFs and 200 Gates per volume. Automated cross-book checks report zero exactly duplicated Gate questions or full six-part annotations, while four formula pages exceed a 0.80 nearest-neighbor text-similarity threshold. Physical/mathematical, semantic, refutability and DOI reviews remain partial; shared prose persists in unchanged chapters. This delivery repackages the original materials unchanged, without claiming a new scientific audit. Join the STARLI Research Community Explore the evolving STARLI Research Gate community and interdisciplinary research-design collections: https://zenodo.org/communities/starli-research-gate/ We do not need to know which door future generations will choose to open. We only hope that when they open it, they will find a little light to guide their way. 🌈🚪✨

    33 · 2026

    limited evidence Transparent signal score 47/100 · policy 1.0.0

    Found in datacite, datacite · DOI 10.5281/zenodo.23926631

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  31. RESEARCH COLLECTION / FLAGSHIPS 261–270 OF 300 Scientific Evidence, Reproducibility & Successor Trust at the Limit Flagship 13 Fission | Volume III | Author 33 | STARLI Research Design Working Edition v1.2 This ten-volume prospective collection challenges selection bias, autonomous experiment auditability, honest negative-result disclosure, bounded functional release, long-horizon data readability, cross-site quantum biosensing, degradation forecasting, impartial adjudication, retirement and successor reconstruction, and claim-to-evidence engineering. A candidate research design is not an observed new law, clinical result or experimentally established advantage. Ten English 777-page volumes collectively contain 300 mathematics plates, 820 chapter openings, 4,100 paginated studies, 2,000 Research Gates and 330 Phoenix Answer Embryos. Each Gate uses three independent future-facing essays — Origin, Extreme Extrapolation, Future Research Plan — which propose tests rather than report their success. Textual distinctness does not establish causal novelty. RESEARCH UNIT I · F261–F265 F261 NANOROBOTIC SAMPLE SELECTION BIAS AT THE LIMIT — Main endpoint: true-positive detection fraction on an independently enrolled cohort. Scientific contrast: survivor-biased microrobot recovery versus higher quality in selected starting specimens. Independent witness: external coded specimen census. Stop: unregistered specimen exclusion or identity-loss event. F262 MICROSCALE AUTONOMOUS EXPERIMENT AUDITABILITY AT THE LIMIT — Main endpoint: fraction of blinded runs with complete replay and equal safety decision. Scientific contrast: actuation-command discrepancy versus software event acknowledgement without motion. Independent witness: laser displacement encoder. Stop: physical actuation cannot be reconciled with signed raw evidence. F263 QUANTUM SENSOR NEGATIVE-RESULT REPORTING AT THE LIMIT — Main endpoint: fraction of registered null, failed and indeterminate measurements publicly traceable. Scientific contrast: null-run omission versus different detector gain for null samples. Independent witness: escrowed randomization list. Stop: unreported null cases or materially incomplete raw data. F264 NANOROBOTIC FUNCTIONAL RELEASE CONTRACT AT THE LIMIT — Main endpoint: false release probability under hidden unsafe specimens. Scientific contrast: rare leakage into sample versus sensor false negatives. Independent witness: coded nanoparticle mass counter. Stop: a hidden physical hazard is classified safe. F265 MICROSCALE RESEARCH DATA INTERGENERATIONAL READABILITY AT THE LIMIT — Main endpoint: successful clean-room rebuild fraction after toolchain change. Scientific contrast: obsolete raw-binary decoding versus floating-point rounding drift. Independent witness: independent raw-packet oracle. Stop: reconstruction requires undocumented secrets or unavailable instruments.   RESEARCH UNIT II / RECONSTRUCTION, TRANSFER AND TRUST F266 QUANTUM BIOSENSING EXTERNAL SENSING REPRODUCIBILITY AT THE LIMIT — Main endpoint: held-out external agreement within declared physical uncertainty. Scientific contrast: travelling standard drift versus site temperature changes real resonance. Independent witness: independent atomic frequency reference. Stop: correlated reference artefact masquerades as agreement. F267 NANOROBOTIC LONG-HORIZON DEGRADATION PREDICTION AT THE LIMIT — Main endpoint: coverage of future failure intervals on unselected units. Scientific contrast: surface wear accumulation versus corrosion dominates wear. Independent witness: independent gravimetric loss assay. Stop: future wear enters an unregistered failure regime. F268 MICROSCALE EXPERIMENT INDEPENDENT THIRD-PARTY ADJUDICATION AT THE LIMIT — Main endpoint: fraction of blinded case verdicts supported by independent raw evidence. Scientific contrast: conflicted adjudicator incentives versus genuine physical ambiguity. Independent witness: independently coded physical truth packet. Stop: conflict of interest or missing physical witness changes release verdict. F269 NANO-QUANTUM RESEARCH SYSTEM RETIREMENT AND RECONSTRUCTION AT THE LIMIT — Main endpoint: fraction of retired modules safely decommissioned and independently replicated. Scientific contrast: residual stored actuation energy versus measurement electronics ghost charge. Independent witness: external impedance and coulomb discharge meter. Stop: residual actuation or missing calibration lineage after retirement. F270 NANO-QUANTUM TRUSTWORTHY SCIENTIFIC EVIDENCE ENGINEERING AT THE LIMIT — Main endpoint: proportion of causal claims reproducible from raw events and physical certificates. Scientific contrast: claim-to-raw-event provenance versus data compression removes dispensable metadata. Independent witness: signed acquisition event graph. Stop: an unsupported causal assertion bypasses a hard physical stop. Physical Scope, Evidence Status & Refutation All designs are nonclinical and restricted to traceable materials, closed modules, synthetic references, authorized ex-vivo materials and laboratory phantoms. Each proposes a matched conventional comparator, concealed physical or evidentiary challenge, independent witness and noncompensable hard stop. Published metrology, candidate estimators and new untested claims are separately described; specialist physical and DOI-by-claim review is pending. Research Gates and Audit Limits The triple-pass workflow freezes each research identity, explores rival causal mechanisms, then checks the entire ten-volume set for repeated passages, shared experiment structures and weak counterfactuals. Mechanical counts and lexical dissimilarity are not a substitute for scientific review. Accepted failures, rejected candidates and unresolved mechanisms remain open research questions. Mother Lineage & STARLI Research Community Editorial and method ancestry: Flagship 13, DOI 10.5281/zenodo.23318840; all versions DOI 10.5281/zenodo.23318839. These records do not verify the candidate findings. Explore more than 100 interdisciplinary themes: https://zenodo.org/communities/starli-research-gate/ We do not need to know which door future generations will choose to open. We only hope that when they open it, they will find a little light to guide their way. 🌈🚪✨

    33 · 2026

    limited evidence Transparent signal score 47/100 · policy 1.0.0

    Found in datacite, datacite · DOI 10.5281/zenodo.23934353

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    • not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
    • not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
    • supportingPublication license: A publication license was supplied: https://creativecommons.org/licenses/by/4.0/legalcode. Presence improves reuse transparency, not research validity. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  32. THE LAST TEN DOORS STARLI Flagship 13 Fission · F291–F300 / 300 · One research family, ten different successor-science problems Each book is a nonclinical 777-page prospective Research Design Working Edition v0.3: 30 quantitative plates, 82 chapters, 410 one-page inquiries, 200 Research Gates written as three scientific letters, and 33 proposed Phoenix research objects. Structural completion does not establish experimental findings. F291 / AUTONOMOUS NANO-QUANTUM RESEARCH PLATFORM FAILURE INHERITANCE AT THE LIMIT Research DNA. Retiring nano-quantum research platform failure inheritance. Primary evidence: recoverable failure layers [count]; independent check: irrecoverable evidence gaps [count]. Distinct falsifier. Blindly replace a device firmware manifest. Rival: silent reconstruction from vendor cloud services. F292 / MICROSCALE SCIENTIFIC RESEARCH THIRD-GENERATION RECONSTRUCTION AT THE LIMIT Research DNA. Third-generation reconstruction of microscale scientific research. Primary evidence: unauthorized third-generation actions [count]; independent check: third-generation handoff latency [h]. Distinct falsifier. Blindly hide the original test selection denominator. Rival: new measurements presented as historical replay. F293 / NANO-QUANTUM RESEARCH AUTHORITY AND RESPONSIBILITY SUCCESSION AT THE LIMIT Research DNA. Succession of authority and responsibility in nano-quantum research. Primary evidence: unresolved provenance fields [count]; independent check: qualified independent reconstructions [fraction]. Distinct falsifier. Blindly alter a calibration certificate signer. Rival: social agreement mistaken for physical authorization. F294 / INTELLIGENT MICROROBOTIC RESEARCH SYSTEM GRACEFUL DEGRADATION AT THE LIMIT Research DNA. Graceful degradation in intelligent microrobotic research systems. Primary evidence: safe handoff latency [s]; independent check: fallback schema validity [fraction]. Distinct falsifier. Blindly mask an actuator current excursion. Rival: temporary thermal relaxation rather than repair. F295 / NANO-QUANTUM RESEARCH OPEN FALSIFICATION NETWORK AT THE LIMIT Research DNA. Open falsification network for nano-quantum research. Primary evidence: independently reproduced refutations [fraction]; independent check: cross-lab calibration coverage [fraction]. Distinct falsifier. Blindly inject a false positive challenge label. Rival: adversarial laboratory selection bias.   SCIENTIFIC SUCCESSION / THE FINAL FIVE F296 / MICROSCALE AUTONOMOUS EXPERIMENT CROSS-CIVILIZATIONAL KNOWLEDGE PRESERVATION AT THE LIMIT Research DNA. Cross-civilizational preservation of microscale autonomous experiments. Primary evidence: decodable required records [fraction]; independent check: autonomous archive duty energy [J]. Distinct falsifier. Blindly mask a record of reagent contamination. Rival: generic metadata score divorced from replay. F297 / NANO-QUANTUM SCIENTIFIC RESEARCH FAMILY EVOLUTION AT THE LIMIT Research DNA. Evolution of nano-quantum scientific research families. Primary evidence: cross-branch calibration continuity [fraction]; independent check: recoverable branch depth [count]. Distinct falsifier. Blindly withhold one discontinued instrument record. Rival: shared reference error inherited by every branch. F298 / INTELLIGENT MICROROBOTIC INTERGENERATIONAL RESEARCH AUTONOMY AT THE LIMIT Research DNA. Intergenerational autonomy for intelligent microrobotic research. Primary evidence: resource-honest autonomous runtime [h]; independent check: unauthorized actions after succession [count]. Distinct falsifier. Blindly interrupt one robot retrieval step. Rival: unobserved external energy subsidy. F299 / NANO-QUANTUM RESEARCH CIVILIZATIONAL SELF-RENEWAL AT THE LIMIT Research DNA. Scientific civilization self-renewal in nano-quantum research. Primary evidence: corrected hypothesis chain depth [count]; independent check: science knowledge-loss events [count]. Distinct falsifier. Blindly withhold a rejected successor hypothesis. Rival: selective publication of successful descendants. F300 / NANO/MICROROBOTIC QUANTUM BIOSENSING INTERGENERATIONAL AUTONOMOUS SCIENTIFIC CIVILIZATION AT THE LIMIT Research DNA. Nano/microrobotic quantum biosensing across autonomous scientific generations. Primary evidence: post-succession authorized actuation [fraction]; independent check: cross-generation reconstruction time [h]. Distinct falsifier. Blindly swap a blinded sample reference marker. Rival: classical magnetometer matching the reported gain. Evidence boundary: published FAIR stewardship, JCGM uncertainty methods and quantum sensing literature inform methodology; hypotheses remain untested. The STARLI mother-volume DOI is ancestry asserted in supplied materials, pending independent metadata verification. Independent peer review and full cross-volume causal audit remain open. JOIN THE STARLI RESEARCH COMMUNITY · https://zenodo.org/communities/starli-research-gate/ A LETTER BEYOND FLAGSHIP 300 We do not need to know which door future generations will choose to open. We only hope that when they open it, they will find a little light to guide their way. 🌈🚪✨

    33 · 2026

    limited evidence Transparent signal score 47/100 · policy 1.0.0

    Found in datacite, datacite · DOI 10.5281/zenodo.23954353

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    • supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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    • cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  33. A Unified Framework for Cross-Domain Computational Reasoning Evaluation in Large Language Models: Beyond Benchmarks

    Seyed Alireza Alhosseini Almodarresieh · 2026

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in datacite, datacite · DOI 10.5281/zenodo.24098690

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  34. Groundwater Potential Assessment Using Electrical Resistivity Method: A Case of Arato Sub-catchment, Enderta Woreda, Mekelle City, Ethiopia

    Milat Goitom, Fikadu Tamiru · 2025 · Journal of Applied Physical Science International

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in hal · DOI 10.56557/japsi/2025/v17i19434

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  35. Data Reduction in SARS-CoV-2 Amplicon Sequencing: Effects of Read Subsampling and Normalization on Consensus Quality, Lineage Assignment, and Computational Burden

    Ortega Y, Gupta P, Olinares-Perdomo O, Oakeson KF · 2026

    limited evidence Transparent signal score 39/100 · policy 1.0.0

    Found in europe-pmc · DOI 10.64898/2026.10.05.26363801

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  36. A Proof of the Oja Depth Conjecture in the Plane

    Nabil Mustafa, Hans Raj Tiwary, Daniel Werner · 2014 · Computational Geometry: Theory and Applications Computational Geometry @ ScienceDirect

    uncertain Transparent signal score 50/100 · policy 1.0.0

    Found in hal · no DOI

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