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A VFM approach for identifying material parameters and data-driven constitutive models for biphasic hyperelasticity of soft biological tissues.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Patient-Specific Constitutive Models Based on Biaxial and Microstructural Characterisation of Fresh Human Gastric Tissue.
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
LLM-driven design of physics-constrained constitutive models: Two agents are better than one.
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
The role of epithelial progesterone receptor isoforms in embryo implantation
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Geomechanics of subsidence above single and multi-seam coal mining
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Limits of constant-parameter constitutive models for hydrogels under inertial cavitation.
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Identification of empirical constitutive models for age-hardenable aluminium alloy and high-chromium martensitic steel using symbolic regression.
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
(2+δ)-dimensional theory of the electromechanics of lipid membranes. III. Constitutive models.
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Radial Vibration Characteristics of Piezoelectric Ceramic Composite Ultrasonic Transducer
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 4 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Modified Constitutive Approach to Flow Stress, Activation Energy Evolution, and Processing Map in a Low-Carbon Bainitic Steel
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- supportingPublication license: A publication license was supplied: https://creativecommons.org/licenses/by/4.0/legalcode. Presence improves reuse transparency, not research validity.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Bothrops moojeni L-amino acid oxidase induces apoptosis and epigenetic modulation on Bcr-Abl+ cells
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Numerical Evaluation and Probabilistic Calibration of Constitutive Models for Tunnelling in Weak Rock Masses: A Case Study from the Honaz Tunnel, Türkiye
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- cautionPublication version: Identified as a preprint; peer review and later versions may change the record.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Robustness of Reinforced Concrete Frame with Respect to its Service Life
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Exploration of ductile failure in pure metals and alloys
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Shear banding and flow instabilities in wormlike micelles: Modelling and mechanisms – A review
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
On the Fidelity of Computational Models for the Flow of Milled Loblolly Pine: A Benchmark Study on Continuum-Mechanics Models and Discrete-Particle Models
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Flexural Behaviour of Corroded RC Beams Strengthened with CFRCM: Refined Modelling, Parametric Analysis, and Design Assessment
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Structured Dynamics in the Algorithmic Agent
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Physics-Informed Neural Networks for Thermo-Responsive Hydrogel Swelling: Integrating Constitutive Models with Sparse Experimental Data.
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Warm Forming Characteristics of AA7075: Microstructure Interaction Mechanisms and Constitutive Models.
limited evidence
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Comparative Study on Dynamic Mechanical Behavior and Power-Law Versus Johnson-Cook Constitutive Models of Quenched 42CrMo Steel.
limited evidence
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Effect of Patient Specific Parameters on Degenerative Shoulder Diseases
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The emission factor of volatile isoprenoids: stress, acclimation, and developmental responses
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ECF-11: The Positioning of Experiment in a Generative Framework
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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. 🌈🚪✨
limited evidence
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- supportingOpen access status: Normalized open-access status: open.
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RESEARCH COLLECTION / FLAGSHIPS 51–60 OF 90 Botanical Skin Science & Nano-Quantum Research Validation at the Limit STARLI Herbal Skincare | F51–F60 / 90 | Author 33 | Research Design Working Edition v1.2 This ten-volume prospective, nonclinical research-design collection examines herbal cellular stress, nanocarrier immune interactions, circadian repair, multiomics ageing markers and skin-state digital twins, then connects quantum-assisted compound screening with microrobotic monitoring, regenerative-biomaterial qualification, cumulative exposure safety and integrated evidence platforms. Each flagship poses a different falsifiable scientific contract rather than a claim of demonstrated cosmetic or clinical efficacy. Two five-theme units contain ten English 777-page editions: 300 conditional formula plates, 820 chapter openings, 4,100 separately paginated study designs, 2,000 Research Gates and 330 Phoenix Answer Embryos. The v1.2 second-pass Gate revision is editorial research design; structural counts and textual uniqueness do not demonstrate experimental validity. Research Unit I · F51–F55 F51 HERBAL BIOACTIVES AND SKIN CELLULAR STRESS RESPONSES AT THE LIMIT — Tests paired heat-shock and viable-cell responses through orthogonal LC-MS and ELISA, including pigment-matched vehicle blanks. Botanical fluorescence may mimic lower stress, so assay interference and sample identity must be excluded. Irreversible heat injury or loss of viable-cell identity stops acceptance. F52 NANODELIVERY SYSTEMS AND THE CUTANEOUS IMMUNE INTERFACE AT THE LIMIT — Relates cytokine response to verified internalized carrier mass in blinded, endotoxin-negative and equal-dose free-active comparisons. Free active or endotoxin may explain immune activation without a carrier-specific effect. Unexcluded immune activation and unresolved nanocarrier mass balance prevent release. F53 SKIN REPAIR SIGNALING AND CIRCADIAN BIOLOGY AT THE LIMIT — Tests phase-stratified repair proxies by randomizing masked sampling times within identical cell batches. Culture age and collection order may masquerade as circadian biology; clock-matched controls are required. Missing time-matched references or severe stress responses terminate the proposed comparison. F54 SKIN AGING BIOMARKERS AND MULTIOMICS ANALYSIS AT THE LIMIT — Challenges out-of-batch biomarker probability calibration using blinded cross-platform swaps and complete source-lot holdouts. Apparent biological-age signals may come from instrument shifts or population mixture instead of biological change. Irreproducible markers or subgroup-dependent errors prohibit generalization. F55 AI-DRIVEN DIGITAL TWINS OF SKIN STATES AT THE LIMIT — Evaluates forward, one-step skin-phantom forecasts against time-of-day baselines and frozen classical state-space models. Masked clock offsets and strictly forward holdouts challenge future-data leakage. Miscalibrated predictions or missing measurement-data authorization trigger refusal, even when headline prediction error appears small. SECOND RESEARCH UNIT / COMPARATORS, SAFETY & INTEGRATION Research Unit II · F56–F60 F56 QUANTUM-ASSISTED SCREENING OF SKIN BIOACTIVE MOLECULES AT THE LIMIT — Compares experimentally confirmed screening hits per full resource budget under blind molecular-scaffold splits. Classical workflows receive matched data, CPU/GPU energy and scientist time. A supposed quantum gain cannot be credited to extra computation or training information; failing the classical validated-hit baseline blocks acceptance. F57 NANOROBOTICS AND CUTANEOUS MICROENVIRONMENT MONITORING AT THE LIMIT — Measures sampling-induced disturbance in skin-like phantoms using force-matched stationary-probe references and actuation isolation. Contact artefacts or probe leakage can create misleading microenvironment signals. Sample contamination, phantom damage or absent isolation are hard stops, regardless of apparent sensing sensitivity. F58 NONCLINICAL VALIDATION OF SKIN REGENERATIVE BIOMATERIALS AT THE LIMIT — Requires independent material lots to pass safety and function jointly in masked second-laboratory trials. A convincing scaffold geometry does not establish tissue-compatible performance. Qualified reference scaffolds and independent functional assays challenge apparent success; injury vetoes or failed functional gates reject the candidate. F59 LONG-TERM SAFETY AND TOLERABILITY OF INTELLIGENT SKINCARE TECHNOLOGIES AT THE LIMIT — Tracks serial-exposure barrier-compatibility proxies with randomized relative humidity and environmentally matched vehicle controls. Drying alone may mimic cumulative formulation injury. Delayed irritation or sensitization warnings, as well as uncontrolled active release, override otherwise favorable aggregate measurements. F60 INTEGRATED NANO-QUANTUM SKIN REGENERATION RESEARCH PLATFORMS AT THE LIMIT — Tests the proportion of complete cross-module evidence packets passing joint qualification via randomized module ablation and blinded second-site replay. Success in one module cannot stand for whole-platform success. Missing evidence provenance or any noncompensatory gate failure blocks acceptance. Physical Scope, Falsifiability & Evidence Status The proposed tests concern traceable reference materials, nonclinical skin and cell systems, synthetic standards, calibrated phantoms and controlled computational comparisons. Methods require blinded or masked perturbations, matched resource budgets, independent witnesses and unselected trials. A favorable proxy never overrides cell injury, sample contamination, unresolved exposure, subgroup failure or missing data provenance. No human skincare, regeneration or therapeutic benefit is established. Methodological lineage in the supplied introductions cites DOI anchors 10.5281/zenodo.23480803, 10.5281/zenodo.23486020 and 10.5281/zenodo.23318840. These references identify source ancestry, not independent experimental confirmation. External literature relevance, physical unit consistency, specialist biological interpretation and direct verification of candidate claims still require separate review. Research Gate Evolution & QA Boundary The source v1.2 release notes report regenerated 200-Gate sections for each volume after two competing causal variations per Gate, with automated checks finding no duplicated full questions or notes and maximum nearest-neighbor similarity below 0.80. These lexical metrics cannot certify mechanistic novelty. The 82 chapters and 33 Phoenix sections were retained from prior editions; scientific verification and a complete DOI audit remain pending. 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. 🌈🚪✨
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- supportingOpen access status: Normalized open-access status: open.
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RESEARCH COLLECTION / FLAGSHIPS 61–70 OF 90 Skin Homeostasis, Repair Kinetics & Multiscale Evidence at the Limit STARLI Herbal Skincare | F61–F70 / 90 | Author 33 | Research Design Working Edition v1.2 This ten-volume prospective, nonclinical research-design collection explores skin energy conservation and entropy accounting, damage and repair kinetics, protein quality control and autophagic flux. It then studies mitochondrial clearance, energy costs of functional repair, circadian response, barrier adaptation and cross-scale prediction. Each volume sets a distinct measurable contract, strong comparator, rival mechanism and stop boundary; none reports established cosmetic or clinical effectiveness. Two five-theme units contain ten English 777-page editions: 300 conditional formula plates, 820 chapter openings, 4,100 separately paginated study designs, 2,000 Research Gates and 330 Phoenix Answer Embryos. The v1.2 second-pass Gate revisions are editorial research proposals, not experimentally established mechanisms or independent scientific certification. Research Unit I · F61–F65 F61 SKIN NON-EQUILIBRIUM THERMODYNAMICS AND BIOLOGICAL HOMEOSTASIS AT THE LIMIT — Tests energy and mass-balance closure on a controlled skin phantom with concealed airflow and evaporation shifts and independent energy metering. Missing latent heat or convective losses can mimic conservation failure; uncertainty-bounded closure is mandatory. F62 ENTROPY PRODUCTION AND CELLULAR ENERGY DISSIPATION IN SKIN AT THE LIMIT — Challenges measured heat-and-mass entropy production with blinded gradient reversals and equal heat-loss budgets. Unrecorded boundary heat can distort inferred dissipation; flux-force conjugacy, dimensional units and entropy ledgers must remain consistent. F63 SKIN AGING DAMAGE ACCUMULATION AND REPAIR KINETICS AT THE LIMIT — Tracks lesion and recovery trajectories through coded pulse stress and lineage-matched washout. Cell turnover or preferential survival can imitate same-cell repair; the specimen denominator and uncontrolled injury are explicit rejection conditions. F64 SKIN PROTEOSTASIS AND MOLECULAR QUALITY CONTROL AT THE LIMIT — Measures aggregated-protein clearance half-life per viable cell under masked proteostasis challenges and independent live-cell counts. Aggregate disappearance may reflect cell loss or dilution rather than clearance; viable function remains an indispensable witness. F65 AUTOPHAGY AND CELLULAR RECYCLING MECHANISMS IN SKIN AT THE LIMIT — Uses inhibitor-by-time contrasts, lysosomal function checks and independent p62 controls to test LC3 turnover. Static LC3 accumulation may signal blocked clearance, not increased autophagic flux; cell injury or unidentifiable inhibitor effects force refusal. SECOND RESEARCH UNIT / MECHANISM, SAFETY & PREDICTION Research Unit II · F66–F70 F66 MITOCHONDRIAL QUALITY CONTROL AND SKIN AGING AT THE LIMIT — Separates damaged mitochondrial mass and clearance from membrane-potential dye artefacts through dye-independent mitochondrial census. Matched cell-cycle and inhibitor challenges accompany ATP and oxidative-stress limits; fluorescent intensity alone is insufficient. F67 OXIDATIVE STRESS AND REPAIR COST BALANCING IN SKIN AT THE LIMIT — Compares energy cost per verified gain in barrier function under equal initial injury and independent DNA-lesion surveillance. Lower ATP expenditure without restored function is not repair; worsening lesion burden overrides a favorable energy ratio. F68 CIRCADIAN RHYTHMS AND NOCTURNAL SKIN REPAIR HOMEOSTASIS AT THE LIMIT — Tests phase-stratified nonclinical DNA repair markers with randomized phase order, no-light controls and equal-age synchronized cells. Culture age, sample-delay effects and scheduled batch processing can resemble a circadian rhythm. F69 SKIN BARRIER RESILIENCE AND ENVIRONMENTAL ADAPTATION AT THE LIMIT — Evaluates time to 90% of a prespecified barrier baseline under masked dry-wet and thermal challenge ordering. Passive occlusion and ambient humidity can imitate structural recovery; post-stress injury thresholds remain noncompensable. F70 MULTISCALE MATHEMATICAL MODELS OF SKIN AGING AT THE LIMIT — Tests held-out cross-compartment prediction residuals and unit-normalized uncertainty under altered time steps and withheld cell and surface measurements. Simple frozen compartment models challenge overfitting; non-identifiability or failed domain transfer stops qualification. Physical Scope, Falsifiability & Evidence Status The proposals are restricted to traceable standards, calibrated skin-like phantoms, authorized nonclinical cells or ex-vivo references, and bounded modeling tests. Concealed perturbations, matched energy and sample budgets, orthogonal metrology and complete denominator reporting are essential. Conservation errors, cell injury, misleading molecular proxies and failed independent prediction cannot be compensated by attractive aggregate signals. The supplied introductions identify the mother-methodology DOI anchors 10.5281/zenodo.23480803, 10.5281/zenodo.23486020 and 10.5281/zenodo.23318840 as research ancestry, not experimental confirmation. The source alerts flag unresolved dimensional interpretation, assay confounds and model-identifiability questions. Complete external literature verification and specialist biology/physics assessment remain pending. Research Gate Evolution & QA Boundary The accompanying source release notes describe 2,000 v1.2 Research Gates revised through two alternative causal proposals per Gate. Automated exact-text checks found no repeated questions or complete notes, and the reported maximum nearest-neighbor TF-IDF similarity was below 0.80. This supports editorial distinctness only, not 2,000 scientifically independent mechanisms; formula derivations, bibliography relevance and full chapter-level semantic review remain partial. 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. 🌈🚪✨
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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.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.