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25 merged results for "Supply Chain Network Design"

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. Designing a Sustainable Supply Chain Network

    Carlos Moreno-Camacho, Jairo Montoya-Torres, A. Jaegler · 2019

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in hal · DOI 10.1007/978-3-030-27477-1_2

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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 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
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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
    • 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
  2. Integrating Aspects of Supply Chain Design into the Global Sourcing Process – Insights from the Automotive Industry

    Gregor Von Cieminski, Alessandro Rossi · 2014

    uncertain Transparent signal score 51/100 · policy 1.0.0

    Found in hal · DOI 10.1007/978-3-662-44733-8_69

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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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    • supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
  3. Sustainable supply chain network design: a study of the Colombian dairy sector

    C. Moreno Camacho, J. Montoya-Torres, A. Jaegler · 2023 · Annals of Operations Research

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in hal · DOI 10.1007/s10479-021-04463-9

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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
  4. Supply chain network redesign problem for major beverage organization in ASEAN region

    Gajanan B. Panchal, Hassan Mirzahosseinian, Sunil Tiwari, Ajay Kumar · 2023 · Annals of Operations Research

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in hal · DOI 10.1007/s10479-022-04571-0

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    • cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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    • 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. "The past is never dead; it's not even past"(☆). From EuCARE experience to future pandemics: Evidence-based lessons for a prepared Europe.

    Spaziante M, Cervoni M, Sönnerborg A, Zazzi M · 2026 · Journal of infection and public health

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in pubmed · DOI 10.1016/j.jiph.2026.103401

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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
  6. Artificial intelligence in pharmacy and pharmaceutical sciences: Research output, trends, and thematic priorities - A descriptive analysis of web of science-indexed publications (2010-2025).

    Salman B, Mohamed A, Shaikh AJ, Al-Mahrizi A · 2026 · Exploratory research in clinical and social pharmacy

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in pubmed · DOI 10.1016/j.rcsop.2026.100852

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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
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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
  7. Topology-Engineered Dual-Functional COFs with Spatially Cooperated Hydrophilic and Photocatalytic Sites for Harvesting Safe Water from Polluted Atmosphere.

    Zhang M, Shao P, Liu JX, Wang S · 2026 · Journal of the American Chemical Society

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in pubmed · DOI 10.1021/jacs.6c16023

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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
  8. Near-Zero Creep Ionic Elastomer for Non-drifting Ear Electroencephalogram Signal Acquisition.

    Liu R, Ge X, Zhang X, Xu Z · 2026 · Nature communications

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in pubmed · DOI 10.1038/s41467-026-77777-6

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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
  9. Health systems and climate change mitigation through an applied health informatics and sustainability perspective.

    Balboul M, Berenji M, Jahan Pathan A, Islam MM · 2026 · npj health systems

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in pubmed · DOI 10.1038/s44401-026-00157-1

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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
  10. Mapping the intellectual structure of platform economy operations: A bibliometric review using network clustering.

    Li Y, Wu D, Olson DL · 2026 · Chaos (Woodbury, N.Y.)

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in pubmed · DOI 10.1063/5.0305052

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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. Restructuring hydrogen-bonding networks via hydroxyl-functionalized covalent organic frameworks for efficient nitrate electroreduction.

    Zhang R, Zhang H, Duan H, Han D · 2026 · Proceedings of the National Academy of Sciences of the United States of America

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in pubmed · DOI 10.1073/pnas.2615084123

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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
  12. Applying an integrated logistics network design and optimisation model: the Pirelli Tyre Case

    Alessandro Creazza, Fabrizio Dallari, Tommaso Rossi · 2011 · International Journal of Production Research

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in hal · DOI 10.1080/00207543.2011.588614

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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
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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. Entrepreneurial Ecosystem of Startups in Bangladesh: Mechanism of Balanced Coexistence

    M. A. Shareef, Y. Dwivedi, M. S. Hosain, M. Giannakis · 2024 · International Journal of Entrepreneurial Behavior and Research

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in hal · DOI 10.1108/ijebr-07-2023-0662

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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
  14. Effects of Supply Chain Design and Collaboration on Customers’ Satisfaction of Instant Noodles in Ekiti State, Nigeria

    Oluleye Seun Ogunmola, Kayode Kingsley Arogundade · 2018

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in hal · DOI 10.20944/preprints201810.0652.v1

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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
  15. Environmental taxes in Supply Chain Design for recycling waterways sediments

    Y. Bouzembrak, H Allaoui, G. Goncalves, H. Bouchriha · 2011 · IFAC Proceedings Volumes

    limited evidence Transparent signal score 43/100 · policy 1.0.0

    Found in hal · DOI 10.3182/20110828-6-it-1002.02334

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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
  16. AHAT-Fin: an adaptive hybrid attention and market-state-aware framework for financial time-series forecasting.

    Gong Y, Lv D, Duan Z · 2026 · Frontiers in artificial intelligence

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in pubmed · DOI 10.3389/frai.2026.1975632

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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
  17. Boosted H(2)O(2) Photosynthesis via Synergistic Tuning Electronic Structure and Interfacial O(2) Transfer on Floatable Carbon Nitride Networks.

    Peng X, Jiang Z, Liu F, Xiang B · 2026 · Molecules (Basel, Switzerland)

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in pubmed · DOI 10.3390/molecules31203770

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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
  18. DIGITAL IDENTITY AND STRUCTURAL CONTINUITY OF MORPHING AUTONOMOUS VEHICLES AT THE LIMIT Chinese Title / 中文書名:可變形自主車輛的數位身份與結構連續性極限 28/90 DIGITAL IDENTITY AND STRUCTURAL CONTINUITY OF MORPHING AUTONOMOUS VEHICLES AT THE LIMIT is a 777-page English Research Working Edition in the STARLI YULI Nano Supercar Trilogy, Research Institute XXXVI, Flagship 28 of 90. It asks whether the identity of a morphing modular vehicle can remain independently reconstructable after authorized component replacement without confusing a valid digital registration with preserved load-bearing structure. The three-way research coupling is Digital Identity x Structural Evolution x Traceability. The scope is unoccupied scaled panels, instrumented materials and hardware-in-the-loop studies; no working road vehicle, human safety certification or legal identity status is claimed. The falsifiable research contract compares a frozen physical-and-digital provenance architecture against conventional fleet records, competent expert inspection and signed digital-twin workflows under equal material, sensor, energy, computing, time and labor budgets. Its principal target is fewer unsafe identity counterexamples without worse independent handoff and replay completeness. Sealed challenges include cloned credentials, unlogged load-bearing module replacements, mismatched software epochs, shared sensor drift, missing repair history and physical specimens exchanged after shipping. Every refused or incomplete case remains in the denominator. Authentication, a consistent twin model and traceable physical load are independent requirements. Thirty mechanism-distinct mathematical plates examine Bayesian identity inference, physical genealogy and typed attachment graphs, critical replacement fractions, physical capacity margins, event causal order, cryptographic integrity and its limits, revocation freshness, observable configuration states, calibrated innovation statistics, shared covariance, hidden change detection, dangerous false-clear risk, complete release conjunctions and cross-laboratory identity handoffs. Each plate provides an explicit mathematical construction, variables and units, identifiability assumptions, a concrete blind falsifier and research-chapter links. The source candidate p(theta given z) proportional to p(z given theta)p(theta) is retained, but posterior confidence is never treated as a physical certificate. Eighty-two chapters and 410 individual research studies explore physical object continuity, component genealogy, secure provenance, twin-to-plant reconciliation, adversarial identity testing and accountable succession. Two hundred independent Research Gates address hidden defects, resource-matched alternatives and interfaces whose assumptions can fail. Thirty-three distinct Phoenix Answer Embryos propose separate instruments: birth witnesses, custody artefacts, cryptographic checkpoint monitors, negative-replay capsules, material comparison fixtures and real-stop referees. These are future scientific possibilities rather than built or validated technology. The core scientific boundary is that a copied identifier, authorized edit, or digitally intact log cannot prove retained structural qualification without direct independent evidence. Evidence ancestry preserves the author-supplied Flagship 13 DOI 10.5281/zenodo.23318840 and all-version lineage 10.5281/zenodo.23318839 (metadata not independently validated here). External methodological sources include manufacturing digital-twin taxonomy (10.1016/j.ifacol.2018.08.474), digital-twin product lifecycle digital threads (10.1115/IMECE2022-95182; 10.1016/j.procs.2024.02.104), a Digital Product Passport research review (10.1016/j.procs.2024.09.517), and NIST platform firmware resiliency guidance (10.6028/NIST.SP.800-193). W3C PROV-O and ISO 23247-1 inform provenance interoperability and manufacturing twins. Digital-product-passport regulation is contextual and does not confer general vehicle-specific compliance. No cited source demonstrates the proposed integrated F28 experiment, and no independent expert peer review or real-vehicle validation has been completed. Author: Feng Cheng-en (33) x STARLI / Xingli Series: STARLI Research Institute XXXVI / YULI Nano Supercar Trilogy / Flagship 28 of 90 Edition: Research Working Edition v1.0 / 31 October 2026 Join the STARLI Research Community Explore more than 100 interdisciplinary research themes and follow the evolving STARLI Research Gate community: https://zenodo.org/communities/starli-research-gate/

    33 · 2026

    limited evidence Transparent signal score 47/100 · policy 1.0.0

    Found in datacite, datacite · DOI 10.5281/zenodo.23825703

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  19. Project Zion

    Finnegan, Angel · 2026

    limited evidence Transparent signal score 47/100 · policy 1.0.0

    Found in datacite, datacite · DOI 10.5281/zenodo.23841271

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    • 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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  20. RESEARCH COLLECTION / FLAGSHIPS 221–230 OF 300 Quantum Photonic Materials & Microscale Optical Metrology at the Limit Flagship 13 Fission | Volume III | Author 33 | STARLI Research Design Working Edition v1.3 This ten-volume research-design collection investigates optical phase localization, engineered quantum defects, microscale photothermal safety, microrobotic optical navigation, surface ageing, photonic-crystal microfluidic sensing, multi-target optical manipulation, biointerface decoherence, readout crosstalk and autonomous calibration. The work proposes physical test designs, not observed new laws, clinical results or experimentally established quantum advantages. Two five-theme research units contain ten English 777-page working editions: 300 mathematical model plates, 820 chapter openings, 4,100 independently paginated study designs, 2,000 Research Gates and 330 Phoenix Answer Embryos. The third-pass Gate edition separately addresses causal mechanisms, orthogonal physical witnesses, masked refutation, competing explanations, hard failure evidence and successor experiments. Structural counts do not certify scientific novelty or physical validation. Research Unit I · F221–F225 F221 OPTICAL PHASE CONTROL AND MICROSCALE LOCALIZATION AT THE LIMIT — Challenges interferometric optical-phase localization with independently registered fiducials, wavefront reversals, detector reference drift and photon-matched free-space baselines. Reports phase and position residuals alongside photothermal rise; apparent field enhancement is not by itself a localization gain. F222 NANOMATERIALS QUANTUM DEFECT ENGINEERING AT THE LIMIT — Tests defect creation, charge states, spin coherence, surface passivation and unselected emitter yield against a geometry-matched classical materials stack. Annealing, sorting bias, substrate strain and thermal cross-sensitivity are live rivals. A bright selected specimen cannot establish manufacturing yield. F223 MICROSCALE PHOTOTHERMAL CONVERSION SAFETY AT THE LIMIT — Constrains photothermal conversion in sealed microfluidic reference systems through spatially independent microthermometry, absorbed-power accounting, duty-cycle variation and physical shutdown tests. Geometry, convection and detector lag compete with any proposed material advantage; local temperature and dose vetoes are noncompensable. F224 QUANTUM OPTICAL MICROROBOTIC NAVIGATION AT THE LIMIT — Compares optically tracked microrobot navigation with free-space reference localization at equal photon and motion budgets. Beacon-phase drift, image interpolation, occlusion, flow reversal and independent trajectory truth challenge seemingly superior tracking; phase stability cannot replace physical pose evidence. F225 NANOPHOTONIC MATERIALS SURFACE AGING AT THE LIMIT — Investigates biofluid, humidity, salt, photooxidation and package-stress ageing of nanophotonic material surfaces. Tracks chemical state, adhesion, insertion loss, intrinsic versus loaded quality factor and functional yield on unselected devices. Survivor selection and bulk-index drift remain rival explanations.   SECOND RESEARCH UNIT / SCIENTIFIC EVIDENCE & SUCCESSION Research Unit II · F226–F230 F226 PHOTONIC-CRYSTAL MICROFLUIDIC SENSING AT THE LIMIT — Tests photonic-crystal microfluidic sensing against a commercial chip under equal optical power using concealed pressure, ionic and fouling challenges. Separate chemical standards, cavity linewidth, insertion loss and complete sensor-array yield distinguish analyte binding from channel deformation, thermal drift or bulk-index change. F227 NANO-OPTICAL FIELD MULTI-TARGET MANIPULATION AT THE LIMIT — Examines whether optical-field control can manipulate several microscale targets without hidden collision, cross-trap force, laser dose or thermal burden. Independent trap stiffness, site-resolved power and trajectory evidence challenge field interference, hydrodynamic coupling and postselected successful handoffs. F228 QUANTUM-MATERIAL BIOINTERFACE DECOHERENCE AT THE LIMIT — Tests quantum-emitter and spin-defect coherence during controlled biofluid exposure, distinguishing interfacial magnetic noise or redox chemistry from optical blinking, microwave heating, matrix aggregation and strain. Spin relaxation, emission spectra and chemical fate require independent witnesses under unselected lot transfer. F229 MICROSCALE OPTICAL READOUT CROSSTALK AT THE LIMIT — Measures spectral, spatial, polarization, electronic and thermal crosstalk in multiplexed optical readouts. Masked reference-channel swaps, dark controls, detector-bias perturbations and leakage spectra separate real target sensing from optical spillover, ADC alias and common laser noise. F230 NANOPHOTONIC SENSOR AUTONOMOUS CALIBRATION AT THE LIMIT — Challenges autonomous photonic sensor calibration with concealed wavelength-standard ageing, swapped physical references, out-of-distribution laser drift and held-out chips. Independent laboratories must reproduce the calibration accept/abstain decision; clock, package and photon-budget artefacts remain possible rivals. Physical Scope, Falsifiability & Evidence Status All proposals are restricted to synthetic standards, traceable materials, closed chips, authorized ex-vivo references, microfluidic phantoms and bench-scale tests. Comparators should be optimized under matched sample, photon, energy, time and analysis budgets. An unselected trial denominator, calibrated orthogonal witnesses, concealed perturbations and non-negotiable stop conditions are essential. A favorable optical signal never overrides photothermal injury, sample identity loss, physical uncertainty or evidence-provenance failure. Published mechanisms, mathematical relations and candidate flagship claims are kept distinct. The mother research-design source, DOI 10.5281/zenodo.23318840, is editorial and methodological ancestry, not experimental verification. External article DOI anchors originate from the flagship atlas; title, author, publication metadata and source-to-claim relevance still require independent confirmation. The original atlas sometimes pairs a mathematical formula with an endpoint that does not directly follow from that formula; specialist physical reconciliation, unit review and per-claim literature verification remain pending. Research Gate Evolution & QA Boundary First-pass questions were challenged by rival mechanism designs before a third-pass rewrite of six scientific annotations. Across 2,000 final Gates, exact textual checks found no fully duplicated questions or complete six-panel notes; two closely similar question texts and recurring shared scientific-method sentences remain on the QA review list. Text novelty cannot establish physical mechanism independence. These volumes report research designs, not measured performance. Join the STARLI Research Community Explore more than 100 interdisciplinary research themes and follow the evolving STARLI Research Gate community: 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 · DOI 10.5281/zenodo.23931244

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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
    • 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. RESEARCH COLLECTION / FLAGSHIPS 231–240 OF 300 Optical Reliability, Causal Metrology & Bounded Autonomous Micro/Nano-Systems at the Limit Flagship 13 Fission | Volume III | Author 33 | Research Design Working Edition v0.7 (Three-Prose Working Draft) This ten-volume collection develops falsifiable research designs for optical microrobot fatigue, encapsulation reliability, photon transport loss, optical–magnetic control, material biofouling, photonic-chip thermal management, cross-instrument consistency, nanomaterial qualification, multiphysics coordination and evidence-bounded autonomous experimentation. It does not claim an experimentally established advantage. The ten English research-design manuscripts contain 7,770 pages, 300 model plates, 820 chapter openings, 4,100 independently paginated study designs, 2,000 Research Gates and 330 Phoenix Answer Embryos. Each Gate has a separately defined physical mechanism and concealed intervention; cross-volume scientific distinctness remains subject to expert review. Counts describe editorial coverage, not scientific proof. Research Unit I · F231–F235 F231 OPTICAL MICROROBOTIC MATERIALS FATIGUE AT THE LIMIT — Probes cyclic microbeam and coating fatigue through independent deflection, fracture and thermal witnesses. Concealed ageing challenges fixture relaxation and survivor selection; whole-cohort failure counts govern durability. F232 NANO-QUANTUM OPTICAL ENCAPSULATION RELIABILITY AT THE LIMIT — Tests water, ion and seam leakage, pinholes, seal swelling and reference drift through masked humidity and tracer studies. Edge diffusion, adhesive failure and photothermal limits remain live disqualifiers. F233 MICROSCALE PHOTON TRANSPORT LOSS AT THE LIMIT — Separates waveguide propagation loss from coupling, absorption, scattering and detector offsets. Length-resolved cutback and calorimetry establish a physical photon budget; high detected power alone is not proof of low loss. F234 NANO-OPTICAL AND MAGNETIC ACTUATION HYBRID CONTROL AT THE LIMIT — Challenges optical–magnetic actuation using field reversal, independently measured force and pose, synchronized timing faults and thermal budgets. The matched optical-only and magnetic-only controllers are real alternatives. F235 QUANTUM-MATERIAL BIOFOULING TOLERANCE AT THE LIMIT — Examines protein corona, non-specific adsorption, lipid deposition and regeneration-cycle damage. Independent mass, chemical, optical and hydraulic witnesses distinguish surface fouling from bulk-index drift and sample contamination.   SECOND RESEARCH UNIT / TRANSFER, SAFETY & SUCCESSION Research Unit II · F236–F240 F236 MICROSCALE PHOTONIC CHIP THERMAL MANAGEMENT AT THE LIMIT — Investigates chip hot spots, interfacial resistance, pulse heating and shutdown latency. Independent thermometry and energy closure test cooling against passive heat sinking; temperature vetoes cannot be traded for optical output. F237 NANO-OPTICAL SENSOR CROSS-INSTRUMENT CONSISTENCY AT THE LIMIT — Tests calibration transfer across instruments with independently certified wavelength and power standards, masked instrument swaps and held-out laboratories. Vendor fitting and common-reference drift are direct rival explanations. F238 QUANTUM NANOMATERIALS FUNCTIONAL QUALIFICATION AT THE LIMIT — Builds functional nanomaterial qualification from independent structural, chemical and optical evidence across complete manufacturing lots. Hidden lot swaps probe selection bias; failed specimens remain in the denominator. F239 PHOTONIC MICROROBOTIC MULTIPHYSICS COORDINATION AT THE LIMIT — Resolves optical, magnetic, fluid and thermal coupling in physical microrobot control. Separate field, force, position and heat measurements test synchronization faults and safe retrieval under conservation limits. F240 NANO-QUANTUM PHOTONIC AUTONOMOUS EXPERIMENTAL PLATFORM AT THE LIMIT — Proposes an evidence-bounded autonomous photonic laboratory with frozen action logs, hidden instrument faults, abstention and independent successor replay. Confidence scores cannot replace physical reference or permission integrity. Scientific Scope, Comparators & Evidence Limits All proposals are nonclinical bench research on traceable materials, sealed microfluidic modules and authorized reference standards. Independent physical witnesses, unselected denominators, matched resource budgets, concealed faults and hard stopping conditions are mandatory. These manuscripts offer designs, not performed experiments, clinical demonstrations or proven quantum advantage. Mother scientific ancestry: Flagship 13 version DOI 10.5281/zenodo.23318840, all-versions DOI 10.5281/zenodo.23318839. Contextual DOI anchors mentioned in the collection include 10.1002/adpr.202500103 (optical propagation), 10.1039/D2LC00573E (optical/magnetic micro-robotics), 10.1002/admt.202401848 (packaging) and 10.1038/s41570-026-00847-2 (self-driving labs). Independent bibliographic verification and source-to-claim suitability are pending. Three-Prose Gate Evolution & QA Boundary Each of the 2,000 Research Gates now presents three independent scientific prose passages: Origin, Extreme Extrapolation, and Future Research Plan (approximately 100 English words each). The essays distinguish mechanism-specific predictions, orthogonal measurements, blind interventions, rival explanations, hard stops, and the next falsifiable successor experiment. This is a research-design evolution, not empirical validation; remaining semantic similarities and DOI matches require independent specialist review. Join the STARLI Research Community Explore more than 100 interdisciplinary research themes and follow the evolving STARLI Research Gate community: 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.23931270

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  22. STARLI / RESEARCH FAMILY III / FLAGSHIPS 271–275 Ten Research Flagships · Letters to Future Laboratories Five proposed systems for long-lived research operations and their physical limits. F271 | AUTONOMOUS NANO-QUANTUM RESEARCH STATION AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × intergenerational evidence transfer. The primary proposal tests operator-independent audit trail under a concealed challenge: swap a reference cartridge without notification. Measures: unassisted reconstruction yield [fraction]; separate witness: traceable calibration bias [nT]. Strong comparator: static archive with trained human curator. Failures remain reportable. F272 | INTELLIGENT MICROROBOTIC DISTRIBUTED LABORATORY AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × uncertainty-aware bounded decision. The primary proposal tests parallel sterile-route isolation under a concealed challenge: withhold a trajectory segment. Measures: sample routing error [fraction]; separate witness: microrobot recovery yield [fraction]. Strong comparator: central scheduler under matched flow, exposure and sample budgets. Failures remain reportable. F273 | NANO-QUANTUM RESEARCH DATA CIVILIZATIONAL MEMORY AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × successor reconstruction and authority continuity. The primary proposal tests lossy compression detection under a concealed challenge: rekey archival objects while retaining labels. Measures: future-format decode success [fraction]; separate witness: metrological trace survival [fraction]. Strong comparator: vendor archive plus human-curated file migration. Failures remain reportable. F274 | MICROSCALE AUTONOMOUS EXPERIMENT INTERGENERATIONAL HANDOFF AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × successor reconstruction and authority continuity. The primary proposal tests version-specific mechanical tolerances under a concealed challenge: reverse the order of two protocol steps. Measures: successor protocol fidelity [fraction]; separate witness: authority violation count [events]. Strong comparator: document archive with synchronous founder-assisted training. Failures remain reportable. F275 | QUANTUM SENSING NETWORK LONG-TERM MAINTENANCE AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × intergenerational evidence transfer. The primary proposal tests acquisition duty-cycle adaptation under a concealed challenge: add cross-node correlated pickup. Measures: field-estimation uncertainty [nT]; separate witness: network uptime [fraction]. Strong comparator: periodic manual recalibration plus classical reference magnetometer. Failures remain reportable. FORMAT Each flagship: 777 English pages · 30 formula plates · 82 chapters / 410 one-page investigations · 200 three-letter Research Gates · 33 Phoenix proposals. All assertions are candidate research designs, not experimental outcomes.   STARLI / RESEARCH FAMILY III / FLAGSHIPS 276–280 Evidence, Renewal and Independent Succession Five complementary architectures for modular continuity, open standards, graph evidence and quantum biosensing provenance. F276 | NANOROBOTIC RESEARCH MODULAR SUCCESSION AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × intergenerational evidence transfer. The primary proposal tests field-map identity after repair under a concealed challenge: hide an interface wear scar. Measures: module swap qualification yield [fraction]; separate witness: interface force deviation [N]. Strong comparator: monolithic robot platform repaired by its original vendor. Failures remain reportable. F277 | AUTONOMOUS MICROFLUIDIC RESEARCH INFRASTRUCTURE AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × intergenerational evidence transfer. The primary proposal tests particle clog initiation under a concealed challenge: change tracer concentration during washout. Measures: sample recovery fraction [fraction]; separate witness: flow-rate bias [uL/min]. Strong comparator: manual microfluidic workstation with matched chip and flow budgets. Failures remain reportable. F278 | NANO-QUANTUM RESEARCH PLATFORM OPEN STANDARDS AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × intergenerational evidence transfer. The primary proposal tests ontological conflict resolution under a concealed challenge: apply an old schema to new firmware. Measures: cross-platform decode accuracy [fraction]; separate witness: protocol portability latency [h]. Strong comparator: vendor-dependent export-import pipeline with manual adaptation. Failures remain reportable. F279 | MICROROBOTIC RESEARCH KNOWLEDGE GRAPH AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × intergenerational evidence transfer. The primary proposal tests successor graph schema migration under a concealed challenge: rename an ontology predicate without mapping. Measures: evidence-link precision [fraction]; separate witness: graph lineage recall [fraction]. Strong comparator: relational experiment registry with direct provenance links. Failures remain reportable. F280 | QUANTUM BIOSENSING EVIDENCE LINEAGE AT THE LIMIT Three-coupling: long-horizon scientific memory × modular autonomous infrastructure × intergenerational evidence transfer. The primary proposal tests spin-resonance raw spectrum identity under a concealed challenge: hide a photon-budget change. Measures: measurement-lineage completion [fraction]; separate witness: reference calibration continuity [fraction]. Strong comparator: classical optical or magnetic biosensing chain under matched budgets. Failures remain reportable. EVIDENCE SCOPE Methods cite FAIR principles (10.1038/sdata.2016.18), JCGM GUM (10.59161/JCGM100-2008E), and Degen et al. quantum sensing (10.1103/RevModPhys.89.035002); STARLI mother ancestry 10.5281/zenodo.23318840 is not independent experimental verification. Research and community: 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, datacite · DOI 10.5281/zenodo.23934676

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  23. Gluconeogenic compensation renders glycogen phosphorylase non-essential as an insecticidal target in Plutella xylostella.

    Zhou Y, Kang Y, Liu Y, Li R · 2026 · eLife

    limited evidence Transparent signal score 45/100 · policy 1.0.0

    Found in pubmed · DOI 10.7554/elife.111144

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  24. Multi-Echelon Multi-Period Supply Chain Network Design for Agile Manufacturing using Tabu Search Algorithm

    Mohammad Reza Shahraki, Elahe Salari, Abdollah Sharifi · 2018 · International Journal of Applied Optimization Studies

    uncertain Transparent signal score 50/100 · policy 1.0.0

    Found in hal · no DOI

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  25. Worldwide-Scale Shipper Network Design for a Carmaker Inbound Supply Chain

    Mathis Brichet, Maximilian Schiffer, Axel Parmentier · 2026

    uncertain Transparent signal score 50/100 · policy 1.0.0

    Found in hal · no DOI

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