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Title: GitHub - neuron7xLab/bsff: The falsification gate for neural-decoding claims — a deterministic, fail-closed CI step that returns a provenance-bound verdict (SURVIVED/REFUTED/UNSUPPORTED/QUARANTINED) for a BCI/EEG signal claim. It does not trust. It tests. · GitHub

Open Graph Title: GitHub - neuron7xLab/bsff: The falsification gate for neural-decoding claims — a deterministic, fail-closed CI step that returns a provenance-bound verdict (SURVIVED/REFUTED/UNSUPPORTED/QUARANTINED) for a BCI/EEG signal claim. It does not trust. It tests.

X Title: GitHub - neuron7xLab/bsff: The falsification gate for neural-decoding claims — a deterministic, fail-closed CI step that returns a provenance-bound verdict (SURVIVED/REFUTED/UNSUPPORTED/QUARANTINED) for a BCI/EEG signal claim. It does not trust. It tests.

Description: The falsification gate for neural-decoding claims — a deterministic, fail-closed CI step that returns a provenance-bound verdict (SURVIVED/REFUTED/UNSUPPORTED/QUARANTINED) for a BCI/EEG signal claim. It does not trust. It tests. - neuron7xLab/bsff

Open Graph Description: The falsification gate for neural-decoding claims — a deterministic, fail-closed CI step that returns a provenance-bound verdict (SURVIVED/REFUTED/UNSUPPORTED/QUARANTINED) for a BCI/EEG signal clai...

X Description: The falsification gate for neural-decoding claims — a deterministic, fail-closed CI step that returns a provenance-bound verdict (SURVIVED/REFUTED/UNSUPPORTED/QUARANTINED) for a BCI/EEG signal clai...

Opengraph URL: https://github.com/neuron7xLab/bsff

X: @github

direct link

Domain: github.com

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README	https://github.com/neuron7xLab/bsff
Code of conduct	https://github.com/neuron7xLab/bsff
Contributing	https://github.com/neuron7xLab/bsff
GPL-3.0 license	https://github.com/neuron7xLab/bsff
Security	https://github.com/neuron7xLab/bsff
	https://github.com/neuron7xLab/bsff#bsff--bci-signal-falsification-framework
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	https://github.com/neuron7xLab/bsff/actions/workflows/security.yml
	https://github.com/neuron7xLab/bsff/actions/workflows/provenance.yml
	https://github.com/neuron7xLab/bsff/blob/main/STATUS.md
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POSITIONING.md	https://github.com/neuron7xLab/bsff/blob/main/POSITIONING.md
NAVIGATION.md	https://github.com/neuron7xLab/bsff/blob/main/NAVIGATION.md
	https://github.com/neuron7xLab/bsff#see-it-kill-a-claim--60-seconds-no-data-download
	https://github.com/neuron7xLab/bsff/blob/main/paper/figures/operating_characteristic.png
	https://github.com/neuron7xLab/bsff#where-bsff-sits
POSITIONING.md	https://github.com/neuron7xLab/bsff/blob/main/POSITIONING.md
	https://github.com/neuron7xLab/bsff#what-this-proves-right-now
docs/VERDICT_SEMANTICS.md	https://github.com/neuron7xLab/bsff/blob/main/docs/VERDICT_SEMANTICS.md
artifacts/release/CURRENT_TRUTH.json	https://github.com/neuron7xLab/bsff/blob/main/artifacts/release/CURRENT_TRUTH.json
artifacts/bonn_bright_line/S3_PROTOCOL_LOCK.json	https://github.com/neuron7xLab/bsff/blob/main/artifacts/bonn_bright_line/S3_PROTOCOL_LOCK.json
tools/cluster_robust_specificity.py	https://github.com/neuron7xLab/bsff/blob/main/tools/cluster_robust_specificity.py
docs/QUICKSTART.md	https://github.com/neuron7xLab/bsff/blob/main/docs/QUICKSTART.md
docs/ADVERSARIAL_REVIEW.md	https://github.com/neuron7xLab/bsff/blob/main/docs/ADVERSARIAL_REVIEW.md
	https://github.com/neuron7xLab/bsff#how-it-works
CORE.md	https://github.com/neuron7xLab/bsff/blob/main/CORE.md
DECISION.md	https://github.com/neuron7xLab/bsff/blob/main/DECISION.md
DEMONSTRATION.md	https://github.com/neuron7xLab/bsff/blob/main/DEMONSTRATION.md
	https://github.com/neuron7xLab/bsff#the-problem
	https://github.com/neuron7xLab/bsff#what-it-does
	https://github.com/neuron7xLab/bsff#the-full-pipeline
docs/PIPELINE.md	https://github.com/neuron7xLab/bsff/blob/main/docs/PIPELINE.md
docs/ADJUDICATION.md	https://github.com/neuron7xLab/bsff/blob/main/docs/ADJUDICATION.md
docs/TRANSFER_ENTROPY.md	https://github.com/neuron7xLab/bsff/blob/main/docs/TRANSFER_ENTROPY.md
docs/DATASETS.md	https://github.com/neuron7xLab/bsff/blob/main/docs/DATASETS.md
	https://github.com/neuron7xLab/bsff#current-status
STATUS.md	https://github.com/neuron7xLab/bsff/blob/main/STATUS.md
	https://github.com/neuron7xLab/bsff#implemented-scope
	https://github.com/neuron7xLab/bsff#v020-development-package
	https://github.com/neuron7xLab/bsff#verified-performance
STATUS.md	https://github.com/neuron7xLab/bsff/blob/main/STATUS.md
	https://github.com/neuron7xLab/bsff#miaaft-performance-matrix
	https://github.com/neuron7xLab/bsff#adaptive-architecture
	https://github.com/neuron7xLab/bsff#quickstart
STATUS.md	https://github.com/neuron7xLab/bsff/blob/main/STATUS.md
	https://github.com/neuron7xLab/bsff#install
	https://github.com/neuron7xLab/bsff#a-claim-in-five-lines
	https://github.com/neuron7xLab/bsff#falsify-an-external-claim-from-the-command-line
examples/falsify/	https://github.com/neuron7xLab/bsff/blob/main/examples/falsify
	https://github.com/neuron7xLab/bsff#case-studies
cases/	https://github.com/neuron7xLab/bsff/blob/main/cases
001 — PhysioNet EEGNet generalization	https://github.com/neuron7xLab/bsff/blob/main/cases/001_physionet_eegnet
cases/001_physionet_eegnet/REPORT.md	https://github.com/neuron7xLab/bsff/blob/main/cases/001_physionet_eegnet/REPORT.md
	https://github.com/neuron7xLab/bsff#verdict-schema
	https://github.com/neuron7xLab/bsff#operational-commands
docs/CLI_CONTRACT.md	https://github.com/neuron7xLab/bsff/blob/main/docs/CLI_CONTRACT.md
	https://github.com/neuron7xLab/bsff#one-command-local-gate
	https://github.com/neuron7xLab/bsff#documentation
STATUS.md	https://github.com/neuron7xLab/bsff/blob/main/STATUS.md
docs/METHODOLOGY.md	https://github.com/neuron7xLab/bsff/blob/main/docs/METHODOLOGY.md
docs/VALIDATION.md	https://github.com/neuron7xLab/bsff/blob/main/docs/VALIDATION.md
docs/FALSE_POSITIVE_CONTROL.md	https://github.com/neuron7xLab/bsff/blob/main/docs/FALSE_POSITIVE_CONTROL.md
docs/OPERATING_CHARACTERISTIC.md	https://github.com/neuron7xLab/bsff/blob/main/docs/OPERATING_CHARACTERISTIC.md
docs/TISEAN_VALIDATION.md	https://github.com/neuron7xLab/bsff/blob/main/docs/TISEAN_VALIDATION.md
docs/REAL_EEG_VALIDATION.md	https://github.com/neuron7xLab/bsff/blob/main/docs/REAL_EEG_VALIDATION.md
docs/BIDS_APP.md	https://github.com/neuron7xLab/bsff/blob/main/docs/BIDS_APP.md
docs/DATALAD_PROVENANCE.md	https://github.com/neuron7xLab/bsff/blob/main/docs/DATALAD_PROVENANCE.md
docs/EEG_ARTIFACT_BATTERY.md	https://github.com/neuron7xLab/bsff/blob/main/docs/EEG_ARTIFACT_BATTERY.md
docs/INVALID_USE.md	https://github.com/neuron7xLab/bsff/blob/main/docs/INVALID_USE.md
docs/CLI_CONTRACT.md	https://github.com/neuron7xLab/bsff/blob/main/docs/CLI_CONTRACT.md
	https://github.com/neuron7xLab/bsff#architecture
	https://github.com/neuron7xLab/bsff#security-and-anti-plagiarism-controls
	https://github.com/neuron7xLab/bsff#roadmap
	https://github.com/neuron7xLab/bsff#scientific-position
	https://github.com/neuron7xLab/bsff#known-limits
docs/OPERATING_CHARACTERISTIC.md	https://github.com/neuron7xLab/bsff/blob/main/docs/OPERATING_CHARACTERISTIC.md
	https://github.com/neuron7xLab/bsff#citations
	https://github.com/neuron7xLab/bsff#publish-checklist
provenance	https://github.com/topics/provenance
eeg	https://github.com/topics/eeg
open-science	https://github.com/topics/open-science
reproducibility	https://github.com/topics/reproducibility
bci	https://github.com/topics/bci
transfer-entropy	https://github.com/topics/transfer-entropy
neurotechnology	https://github.com/topics/neurotechnology
leakage-detection	https://github.com/topics/leakage-detection
falsification	https://github.com/topics/falsification
claim-verification	https://github.com/topics/claim-verification
fail-closed	https://github.com/topics/fail-closed
surrogate-testing	https://github.com/topics/surrogate-testing
Readme	https://github.com/neuron7xLab/bsff#readme-ov-file
GPL-3.0 license	https://github.com/neuron7xLab/bsff#GPL-3.0-1-ov-file
Code of conduct	https://github.com/neuron7xLab/bsff#coc-ov-file
Contributing	https://github.com/neuron7xLab/bsff#contributing-ov-file
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v0.4.0 Latest Jun 21, 2026	https://github.com/neuron7xLab/bsff/releases/tag/v0.4.0
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