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Ensemble fault detection based on magnetic flux leakage images with noise robustness for steel wire ropes.
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.
A targeted one dimensional fully convolutional autoencoder network for intelligent compression of magnetic flux leakage 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.
A structure-preserving diffusion-based zero-shot learning framework for multimodal magnetic flux leakage signal analysis.
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.
A novel spoke‐type PM motor with asymmetric rotor for low torque pulsation under MTPA control condition
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.
Simulation of magnetic flux leakage: Application to tube inspection
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.
Characterization of atherosclerotic plaque by magnetic resonance imaging
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Effects of side-posture positioning and side-posture adjusting on the lumbar zygapophysial joints as evaluated by magnetic resonance imaging: A before and after study with randomization
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Do cerebral potentials to magnetic stimulation of paraspinal muscles reflect changes in palpable muscle spasm, low back pain, and activity scores?
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Magnetic resonance imaging in an experimental model of human ovarian cancer demonstrating altered microvascular permeability after inhibition of vascular endothelial growth factor
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Assessment of fetal lung volumes and liver herniation with magnetic resonance imaging in congenital diaphragmatic hernia
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Effect of interference of metallic objects on interpretation of T1-weighted magnetic resonance images in the maxillofacial region
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Magnetic resonance imaging-based joint space measurements in temporomandibular joints with disk displacements and in controls
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Diagnosis of anomalous pancreaticobiliary junction: Value of magnetic resonance cholangiopancreatography
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
The effects of retrograde cardioplegia technique on myocardial perfusion and energy metabolism: A magnetic resonance imaging and localized phosphorus 31 spectroscopy study in isolated pig hearts
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Diagnosis of prosthetic aortic graft infection by magnetic resonance imaging
uncertain
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
A new method to evaluate residual flux thanks to leakage flux. Application to a transformer
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.
Tunable high-frequency thin-film inductor through stress-induced magnetic anisotropy.
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.
Three-dimensional electro-thermal coupling analysis of ultra-high-voltage autotransformer based on MPI-PETSc parallel computing framework
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.
Nondestructive Inspection of Steel Cables Based on YOLOv10 with Magnetic Flux Leakage Images
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.
Using The Magnetic Flux Leakage System As A Predictive Controlling Method For Pipelines
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.
A new design of an air core transformer for Electric Vehicle On-Board Charger
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.
- 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.
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- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Application of Halbach magnetic assembly in the outer rotor of BLDC motor to improve its performance
uncertain
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
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- 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.
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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.
- 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.
A Complete System for Automated Semantic–Geometric Mapping of Corrosion in Industrial Environments
uncertain
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- cautionDOI registered: No matching Crossref record was present in this response.
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- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
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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.
- 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.
Quantitative Detection of High-Strength Bolt Loosening Based on Self-Magnetic Flux Leakage
uncertain
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- cautionDOI registered: No matching Crossref record was present in this response.
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- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
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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.
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- supportingOpen access status: Normalized open-access status: open.
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- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
A Highly Integrated Permanent-Magnet-Biased Five-Degree-of-Freedom Magnetic Bearing for Flywheel Energy Storage Systems: Electromagnetic Design and Compensation-Winding Decoupling Performance
uncertain
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- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
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- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
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- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Enhancing Permanent Magnet Sliding Bearings Through Multi-Layer Yoke for Minimized Magnetic Leakage.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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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.
- 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.
Flow-Assisted Corrosion and Nondestructive Testing of Multi-Medium Transmission Pipelines: A Review.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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- supportingOpen access status: Normalized open-access status: open.
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- 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.
Analysis of Resistance in Magnetic Flux Leakage (MFL) Detectors for Natural Gas Pipelines.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
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- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Intelligent Classification Method for Rail Defects in Magnetic Flux Leakage Testing Based on Feature Selection and Parameter Optimization.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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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.
- 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.
Implementing Nitrogen Vacancy Center Quantum Sensor Technology for Magnetic Flux Leakage Testing.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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- 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.
Design and Control Method of Passive Energy Harvesting for Hydropower Unit Sensors in Complex Electromagnetic Environments.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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- 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.
Evolution Mechanism and High-Precision Quantitative Identification of MFL Signals from Defects Under Supersaturated Magnetization Conditions.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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- 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.
Eddy-Current-Induced Waveform Reconstruction by Metallic Probe Carriers in Magnetic Flux Leakage Inspection.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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- supportingOpen access status: Normalized open-access status: open.
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- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Periodic Motion Characteristics of a Magnetic Suspended Dual-Rotor System with Nonlinear Bearing Effects.
uncertain
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- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
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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.
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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.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
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- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Detection and Analysis of Conveyor Belt Damage: A Review of Sensing Technologies and Signal-Based Approaches.
limited evidence
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- cautionDOI registered: No matching Crossref record was present in this response.
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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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.
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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.
- supportingOpen access status: Normalized open-access status: open.
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- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Non-Destructive Testing Technology for Shallow Subsurface Defects in Rails: A Review with Focus on Ultrasonic Surface Wave Methods.
limited evidence
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- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Building the Bridge from the ${}^{6}\Pi_3$ Model to Standard Physics - A Bottom-Up Framework from the Fundamental Geometric Lattice to Emergent Physical Constants and Symmetries
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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.
- 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.
STARLI | FLAGSHIP 13 FISSION Bioelectric and Quantum Signal Science | Flagships 151–160 / 300 Author: 33 | White Rainbow Epoch | Nonclinical Research Design Working Edition v1.2 This ten-volume collection investigates physically traceable bioelectric sensing, cell-membrane-potential readout, neural-field magnetometry, electrically guided microrobotic navigation, extracellular field metrology, noise separation, dynamic tracking, interface safety, spatial field reconstruction and electrical–mechanical multimodal identification. The common challenge is to distinguish real biological or phantom source physics from electrode polarization, ionic screening, induced electromagnetic pickup, motion artifact, thermal drift and inverse-model bias. Each English monograph uses 777 individually numbered pages: 30 candidate mathematical research plates, 82 chapters, 410 one-page research investigations, 200 Research Gates with six detailed second-pass annotations, and 33 Phoenix Answer Embryos. Together these ten books contain 7,770 pages, 300 mathematical plates, 820 chapters, 4,100 investigation pages, 2,000 research gates and 330 prospective research instruments, protocols or successor objects. Ten independent research directions F151 | NANO-QUANTUM BIOELECTRIC-FIELD SENSING AT THE LIMIT — Separates calibrated local electric-field amplitudes from ionic screening, source geometry, electrode polarization, optical and mechanical interference by phantom-based blinded reference measurements. F152 | MICROSCALE NONINVASIVE CELL-MEMBRANE-POTENTIAL READOUT AT THE LIMIT — Treats noninvasive cell-membrane voltage as an inverse measurement problem; tests capacitive loading, optical reporting lag, transmembrane polarity, geometry and membrane-surrogate leakage against direct voltage truth. F153 | QUANTUM MAGNETOMETRY AND NEURAL ELECTRICAL SIGNAL COUPLING AT THE LIMIT — Compares magnetometer responses to independently known neural-like current sources while testing coil leakage, cross-axis sensitivity, gradiometer common-mode noise, timing uncertainty and localization ambiguity. F154 | NANOROBOTIC LOCAL BIOELECTRIC NAVIGATION AT THE LIMIT — Studies whether local electric cues direct bounded microrobotic paths rather than passive advection, electroosmosis, mechanical channel constraints or unreported magnetic control. F155 | EXTRACELLULAR ELECTRIC FIELD QUANTUM METROLOGY AT THE LIMIT — Builds traceability for extracellular electric-field and electrode polarization measurement, with complex impedance, source loading, SI units, shared calibration covariance and reference transfer. F156 | MICROSCALE BIOELECTRIC SIGNAL NOISE SEPARATION AT THE LIMIT — Disentangles bioelectric signals from mains interference, cable motion, thermal and Johnson noise, spectral leakage, common-mode drift, classifier bias and unequal optical/energy budgets. F157 | QUANTUM SENSOR BIOELECTRIC DYNAMIC TRACKING AT THE LIMIT — Tests dynamic tracking error against concealed moving-source truth, incorporating phase unwrap, bandwidth, tracking latency, source overlap, blank events and quantum/coherence limits. F158 | NANOROBOTIC BIOELECTRIC INTERFACE SAFETY AT THE LIMIT — Examines temperature rise, electric charge, interface Faradaic reactions, shear, optical exposure, chemical leachate, membrane surrogate breakdown and independently witnessed hard-stop states. F159 | MICROFLUIDIC BIOELECTRIC SIGNAL SPATIAL RECONSTRUCTION AT THE LIMIT — Studies the identifiability of current-source location in microfluidic conductors, including ill-posed inverse maps, anisotropic ionic conduction, missing electrodes, 3D depth and boundary effects. F160 | BIOELECTRIC AND MECHANICAL SIGNAL MULTIMODAL IDENTIFICATION AT THE LIMIT — Separates causally applied mechanical strain from electrical source signals in multimodal experiments, including piezoelectric coupling, mechanical resonance, pressure-dependent contact, timing and domain shifts. Evidence and research limitations All effects and formula adaptations are research hypotheses or proposed model applications, not completed experiments. The scientific protocols are confined to synthetic electrical phantoms, traceable nonclinical test systems and authorized ex-vivo material, where applicable. Published work on NV-sensor arrays, nanodiamond materials and optical magnetometry supports comparator methodology, not these new flagship outcomes. Each volume calls for resource-matched classical baselines, frozen blinded challenges, orthogonal measurement, raw failure records and explicit termination criteria. Independent specialist verification of causal novelty, complete dimensional derivations, biological relevance and reference-to-claim fit remains outstanding. 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/
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- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
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STARLI | F131–F140 / 300 Flagship 13 Fission · Volume II · AI-Guided Micro/Nanosystems, Sampling and Validation Author: 33 | Nonclinical Research Design Working Edition v1.1 / Gate Annotation v1.2 | English Zenodo Ten-Volume Overview These ten STARLI flagship monographs form an AI, nanosystems and microfluidic research-design collection in the second volume of the Flagship 13 Fission atlas. The studies connect adaptive sampling, counterfactual inference, autonomous calibration, hybrid physical-learning models, failure prediction, interpretable quantum sensing, closed-loop latency, multi-agent coordination, external digital-twin validation and biological signal drift. Each volume defines a prospective measurement target and competing explanation. No result is claimed to be experimentally demonstrated. The collection contains ten separately authored 777-page English working editions: 300 prospective mathematical plates, 820 chapter openers, 4,100 separately paginated study positions, 2,000 Research Gates with six annotation fields per Gate, and 330 Phoenix Answer Embryos. These counts describe the publication structure, not validated scientific novelty. A companion publication ZIP includes the ten original PDFs and ten per-book Zenodo introductions. The Ten Research Directions F131 AI-Driven Microfluidic Sampling Strategy Optimization At The Limit — Examines recoverable analyte as a fraction of input under fixed sampling resources. Expert tuning with equal trials is the comparator; hidden human intervention is the rival. Blind recovery audits and out-of-distribution refusal test whether AI planning adds genuine value. F132 Nano-Quantum System Counterfactual Inference At The Limit — Tests held-out, intervention-specific counterfactual prediction error while retaining constraint-violation safeguards. Frozen open-loop policies anchor comparison; training-test leakage and nonreplayable observation-to-action chains can invalidate apparent autonomy. F133 AI-Driven Microrobotic Autonomous Calibration At The Limit — Uses blind-standard calibration bias after autonomous correction as a physical measurement target. Preregistered experimental design is the baseline. Extra experimental trials and any action outside the authority envelope defeat a claimed improvement. F134 Microscale Physical Model and Neural Network Coupling At The Limit — Challenges coupled learning and physical models against independently measured conservation residuals under withheld shifts. Matched expert tuning and hidden manual intervention are alternative explanations; unsafe confidence outside the tested domain is a stop condition. F135 AI-Driven Nanoscale Sampling Failure Prediction At The Limit — Proposes prospective fault warning lead time, in seconds, at a fixed false-alarm rate. Frozen open-loop policies and unselected failure cases distinguish early warning from hindsight leakage. Recovery outcomes and complete action replay remain necessary. F136 Quantum Sensor Interpretable AI At The Limit — Asks whether AI explanations agree with mechanism-specific physical ablations, rather than merely producing plausible narratives. The proposed witness is an agreement fraction, with counterfactual error and calibrated sensing as safeguards. More experimental trials are a competing account. F137 Microrobotic Closed-Loop Control Latency At The Limit — Measures the full sensor-to-physical-action delay, in seconds, inside a declared operating envelope. Expert-tuned controls under matched resources establish the comparison. Hidden human intervention and high-confidence out-of-domain action must be ruled out. F138 AI Multi-Agent Sampling Mission Coordination At The Limit — Evaluates calibration-adjusted joint sampling mission completion as a fraction under fairness and safety vetoes. Frozen open-loop coordination and identical observation budgets serve as controls; training-test leakage and missing action provenance are rival explanations. F139 Nano-Quantum Digital Twin External Validation At The Limit — Freezes a digital twin before evaluating out-of-site prediction error against independent measurements. Preregistered experimental design is the reference; additional experiments, leakage or operating outside the authorized action envelope cannot be counted as predictive success. F140 AI Biological Signal Concept Drift Identification At The Limit — Measures detection delay, in seconds, at a fixed false-alarm rate, separating biological-state drift from sensor and calibration changes. Equal-trial expert tuning and hidden manual correction are comparators. Confident action on unsupported states triggers a hard stop. Scope, Falsifiability and Evidence Boundaries All volumes are prospective nonclinical research designs for traceable samples, authorized ex-vivo, simulated or closed-bench settings; no laboratory results, clinical efficacy or quantum advantage are reported. Principal comparisons include equal-budget expert tuning, frozen open-loop control and preregistered experimental design. Preserved sample identity, independent measurement, held-out blind challenges, negative-run reporting and hard safety stops are required. The source QA marks structural checks as passed, but physical derivation review, causal distinctness, claim-level DOI matching and exhaustive visual inspection as partial or unfinished. Selected Established Methodological References Degen, Reinhard & Cappellaro (2017) · Quantum sensing · DOI 10.1103/RevModPhys.89.035002 | Koscher et al. (2023) · Autonomous molecular discovery · DOI 10.1126/science.adi1407 | Seo, Paik & Yim (2019) · Modular reconfigurable robotics · DOI 10.1146/annurev-control-053018-023834 These references support established methods, not the untested STARLI-specific hypotheses. Individual flagship source-to-claim DOI mappings remain to be independently verified. 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.
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STARLI | F071–F080 / 300 Flagship 13 Fission · Volume I · Biointerface Perturbations, Surface Reliability and Traceable Validation Author: 33 | Nonclinical Research Design Working Edition v1.3 | English Zenodo Ten-Volume Overview This collection joins two five-theme research units from the STARLI 300-theme atlas. Research Unit I (F071–F075) examines local electric fields, surface aging, ionic-strength coupling, photothermal side effects and mechanical stress at biological interfaces. Research Unit II (F076–F080) extends the inquiry to multilayer coating reliability, molecular selectivity, noise-source attribution, reversible surface function and material leaching. The central concern is whether an interface claim survives realistic matrix changes, traceable controls and independent reconstruction. The ten English research working editions comprise 7,770 PDF pages: 300 candidate mathematical plates, 820 chapter openings, 4,100 separately paginated investigations, 2,000 Research Gates and 330 Phoenix Answer Embryos. Version 1.3 revises the scientific notes beneath the Gates across six dimensions: causal mechanism, measurable witness, blinded refutation, rival explanation, hard stop and successor interface. These are documented research-design proposals, not validated experiments or evidence of confirmed scientific discoveries. The Ten Research Directions F071 Biointerface Local Electric-Field Perturbation At The Limit — Tests whether a localized electric-field intervention changes desorption kinetics while preserving zeta potential and interfacial noise. A ligand-density-matched covalent surface provides a comparator, with concealed protein-corona exchange challenging whether the effect comes from electric-field control rather than interface composition. F072 Nanorobotic Surface Aging And Functional Degradation At The Limit — Examines whether aging-driven drift in nanorobotic surface charge, signal noise and leachate release can be separated from bulk-matrix effects. An inert coupon in the same matrix and a hidden coating-delamination challenge constrain claims of improved functional durability. F073 Biological Microenvironment Ionic Strength Coupling At The Limit — Investigates the coupling between ionic strength, interfacial noise, leachate mass and retained surface function. Unmodified and mature PEG-coated surfaces anchor the comparison; a concealed leachate challenge tests whether apparent electrical improvement actually reflects altered surface chemistry. F074 Nano-Interface Photothermal Side Effect Measurement At The Limit — Proposes assays for photothermal side effects at nano-interfaces, tracking leachate mass, functional retention and protein-corona turnover. Ligand-matched covalent controls and blinded ionic-strength perturbations help distinguish optical heating and matrix artifacts from an actual interface response. F075 Biointerface Mechanical Stress And Signal Integrity At The Limit — Studies whether mechanical loading alters interfacial function, protein-corona turnover and surface coverage without compromising signal integrity. An inert same-matrix reference and a concealed surface-age mismatch expose changes that a single favorable signal trace would miss. F076 Nanorobotic Multilayer Surface Coating Reliability At The Limit — Challenges the reliability of multilayer nanorobotic surface coatings through protein-corona turnover, surface coverage and adhesion-energy measurements. Comparisons with unmodified and mature PEG controls, including hidden corona exchange, test whether apparent coating gains remain stable across specimens. F077 Microscale Interfacial-Molecular Selectivity At The Limit — Asks whether microscale interfaces achieve molecular selectivity beyond what changes in ligand loading or coating adhesion alone could explain. Surface coverage, adhesion energy and desorption rate are jointly assessed against ligand-matched covalent coatings under blinded delamination. F078 Biointerface Quantum Noise Source Identification At The Limit — Explores attribution of biointerface readout noise, explicitly treating leachate, charge drift and reference instability as possible rivals to a proposed quantum-noise interpretation. Adhesion, desorption and zeta-potential observations are compared with inert references; no quantum advantage is assumed. F079 Nanorobotic Interface Reversible Functional Switching At The Limit — Investigates reversible switching of nanorobotic interface function, with desorption kinetics, zeta potential and noise tracked through repeated state changes. Unmodified and PEG reference surfaces, plus concealed ionic-strength shifts, test whether reversibility is genuine rather than a matrix artifact. F080 Biointerface Material Leaching And Contamination Traceability At The Limit — Designs a traceable audit of material leaching and contamination at biological interfaces, jointly measuring surface charge, interfacial noise and leachate mass. A ligand-density-matched covalent comparator and blinded surface-age mismatch challenge claims of clean, stable operation. Scope, Falsifiability and Evidence Boundaries These volumes are prospective, nonclinical research designs restricted to traceable materials, authorized ex-vivo samples, synthetic references and bench-scale tests. Candidate advantages require frozen protocols, equalized sample, time, energy, photon and analysis budgets, unselected trial populations, independent references, uncertainty accounting and binding stop rules. No new bench results, clinical efficacy, operational certification or validated quantum advantage are claimed. Formula verification, causal distinctness, DOI-to-claim matching and specialist scientific review remain incomplete. Source DOI Anchors and Evidence Limits Methodological ancestry: 10.5281/zenodo.23318840 | Candidate external literature identifiers transcribed from the research contracts: 10.1038/s41467-020-19322-7 · 10.34133/cbsystems.0386 · 10.1038/s41467-024-46407-4. These identifiers are provenance and possible comparator references; their bibliographic identities and relevance to the individual proposals have not been independently verified in this overview. Existing published methods, candidate analytical models and unperformed STARLI experiments must remain distinguishable. 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.
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STARLI | FLAGSHIP 13 FISSION Bioelectric Causality, Dynamics and Sensor Reliability | Flagships 161–170 / 300 Author: 33 | White Rainbow Epoch | Nonclinical Research Design Working Edition v1.2 This ten-volume nonclinical research-design collection examines cellular electrical-event inference, nonequilibrium field kinetics, separation of electrochemical and magnetic signals, physically bounded bioelectric-feedback control, transfer across tissue-like media, spatial and temporal resolution, temperature-drift rejection, nanoscale field maps, microrobotic contact artifacts and sensor ageing. Its primary goal is to distinguish genuine source-dependent physics from geometry, electrochemical memory, magnetic pickup, thermal cross-sensitivity, algorithmic overfitting and changing references. Each English monograph uses 777 individually numbered pages: 30 candidate mathematical research plates, 82 chapters, 410 one-page research investigations, 200 Research Gates with six detailed second-pass annotations, and 33 Phoenix Answer Embryos. Together these ten books contain 7,770 pages, 300 mathematical plates, 820 chapters, 4,100 investigation pages, 2,000 research gates and 330 prospective research instruments, protocols or successor objects. Ten independent research directions F161 | NANO-QUANTUM CELLULAR ELECTRICAL-ACTIVITY SENSING AT THE LIMIT — Tests whether independently injected cellular-like activity can be distinguished from nanodiamond surface charge, photothermal effects, electrode polarization and membrane-proxy signals using physically controlled source-off trials. F162 | BIOELECTRIC FIELD NONEQUILIBRIUM DYNAMICS AT THE LIMIT — Treats time-dependent electric fields as a coupled charge-continuity, electrodiffusion and interfacial-memory problem; compares true relaxation kinetics against sensor RC, flow and digital filtering artifacts. F163 | MICROSCALE ELECTROCHEMISTRY AND QUANTUM MAGNETIC SIGNAL DECOUPLING AT THE LIMIT — Physically separates electrochemical currents, charge-state changes, magnetic source fields and coil pickup using matched sham redox processes, current metrology, flux references and spin readout. F164 | NANOROBOTIC BIOELECTRIC FEEDBACK CONTROL AT THE LIMIT — Evaluates bounded microrobotic bioelectric feedback with independent field, motion, latency and safety witnesses; compares active control to passive advection, sensor drift and open-loop steering. F165 | QUANTUM BIOSENSING ELECTRIC SENSOR CROSS-TISSUE MODEL AT THE LIMIT — Tests whether field calibration transfers across conductive, anisotropic, scattering and mechanically distinct tissue phantoms without retrospective retuning or collapse of calibrated uncertainty. F166 | MICROSCALE BIOELECTRIC SIGNAL SPATIOTEMPORAL RESOLUTION AT THE LIMIT — Separately qualifies temporal resolution and spatial localization through blind sources, acquisition-clock truth, point-spread functions, source overlap, channel dropout and aliasing. F167 | BIOELECTRIC SIGNAL AND TEMPERATURE-DRIFT SEPARATION AT THE LIMIT — Discriminates electrical-source changes from temperature-dependent spin splitting, thermoelectric potentials, optical heating, sensor coefficient drift and electrochemical temperature effects. F168 | NANO-QUANTUM CELLULAR ELECTRIC-FIELD MAPPING AT THE LIMIT — Assesses three-dimensional vector-field reconstruction against hidden dipole geometry while measuring standoff distance, NV orientation, ionic screening, surface charging and source-overlap ambiguity. F169 | MICROROBOTIC BIOELECTRIC CONTACT PERTURBATION AT THE LIMIT — Quantifies microrobot contact-induced electrical disturbance with independent force, displacement, impedance and voltage truth; discriminates physical mechanotransduction from Faradaic and triboelectric artifacts. F170 | BIOELECTRIC SENSOR LONG-TERM STABILITY AT THE LIMIT — Follows electrical and quantum-sensor ageing under optical, thermal, chemical, mechanical and calibration-reference perturbations, preserving uncorrected drift and lifetime failure denominators. Evidence and research limitations All effects and formula adaptations are research hypotheses or proposed model applications, not completed experiments. The scientific protocols are confined to synthetic electrical phantoms, traceable nonclinical test systems and authorized ex-vivo material, where applicable. Published work on diamond electric-field sensing (Dolde et al., DOI: 10.1038/nphys1969), integrated NV magnetic arrays (Weng et al., DOI: 10.1038/s41467-026-73701-0), nanodiamond materials (Rathi et al., DOI: 10.1021/acsnano.6c03795) and high-density microelectrode arrays (DOI: 10.1039/d5lc00058k) provides methodological context, not evidence that any flagship endpoint has been achieved. Each volume calls for resource-matched classical baselines, frozen blinded challenges, orthogonal measurement, raw failure records and explicit termination criteria. Independent specialist verification of causal novelty, complete dimensional derivations, biological relevance and reference-to-claim fit remains outstanding. 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/
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THE NEEDLE, THE NERVE, AND THE UNFINISHED MEASUREMENT Scientific Notebook on Bioelectric Fields, Quantum-Sensitive Readout, Autonomic Rhythms, Digital Twins and Stimulation Thresholds | STARLI F011-F015 White Rainbow Epoch / STARLI / 33 × Xingli / 11 November 2026 A continuous English scientific essay with identifiable flagship studies; all tests are proposed or analytical, and no unperformed empirical outcomes are asserted. "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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Development of Non-destructive Testing Method for Tube Inspection in Fin-Fan Coolers in Kazakhstan’s Oil/Gas, Chemical and Power Industries.
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Current progress and prospects of in-line inspection techniques and data analysis methods for oil and gas pipelines
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Contribution au renvoi de tension et à la reconstitution du réseau. Identification des paramètres d'un réseau. Estimation des flux rémanents dans un transformateur
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Développement et optimisation d'un modèle numérique 3D pour la simulation d'un système dédié au contrôle non destructif des tubes ferromagnétiques par flux de fuite
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Développement d’un outil de simulation du procédé de contrôle non destructif des tubes ferromagnétiques par un capteur à flux de fuite
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Comparison of Maximum Transmission Efficiency and Magnetic Flux Leakage for Different Coupling Coils in Inductive Power Transfer Systems
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Diagnostic des machines électriques par l'analyse du champ magnétique de fuite. Application à l'identification de défauts rotoriques d'un alternateur à vide
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- not scoredDOI registered: Not checked or no result supplied; no credibility inference made.
- not scoredDOI resolves: Not checked or no result supplied; no credibility inference made.
- 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: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch expression of concern: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch correction: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch reinstatement: Not checked or no result supplied; no credibility inference made.
- 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.
EEC Based Digital Control for Magnetic Measurements
limited evidence
Show all credibility signals
- not scoredDOI registered: Not checked or no result supplied; no credibility inference made.
- not scoredDOI resolves: Not checked or no result supplied; no credibility inference made.
- 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: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch expression of concern: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch correction: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch reinstatement: Not checked or no result supplied; no credibility inference made.
- 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.
Effect of bending stress on the magnetic properties of electrical steel using needle probe method
uncertain
Show all credibility signals
- not scoredDOI registered: Not checked or no result supplied; no credibility inference made.
- not scoredDOI resolves: Not checked or no result supplied; no credibility inference made.
- 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: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch expression of concern: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch correction: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch reinstatement: Not checked or no result supplied; no credibility inference made.
- 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.
Research on mechanical flux weakening performance of permanent magnet synchronous motors based on sliding magnetic bridges
uncertain
Show all credibility signals
- not scoredDOI registered: Not checked or no result supplied; no credibility inference made.
- not scoredDOI resolves: Not checked or no result supplied; no credibility inference made.
- 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: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch expression of concern: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch correction: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch reinstatement: Not checked or no result supplied; no credibility inference made.
- 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.