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How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Isabelle Moreau. (2026, February 13). Small Aircraft Accident Statistics. Gitnux. https://gitnux.org/small-aircraft-accident-statistics
Isabelle Moreau. "Small Aircraft Accident Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/small-aircraft-accident-statistics.
Isabelle Moreau. 2026. "Small Aircraft Accident Statistics." Gitnux. https://gitnux.org/small-aircraft-accident-statistics.
Sources & References
- Reference 1NTSBntsb.gov
ntsb.gov
- Reference 2FAAfaa.gov
faa.gov
- Reference 3AOPAaopa.org
aopa.org
- Reference 4GAMAgama.aero
gama.aero
- Reference 5EASAeasa.europa.eu
easa.europa.eu
- Reference 6ATSBatsb.gov.au
atsb.gov.au
- Reference 7TCtc.canada.ca
tc.canada.ca
- Reference 8ANACanac.gov.br
anac.gov.br
- Reference 9EAAeaa.org
eaa.org
- Reference 10SSAssa.org
ssa.org
- Reference 11USPAuspa.org
uspa.org
- Reference 12WILDLIFEwildlife.faa.gov
wildlife.faa.gov
- Reference 13AVIATIONMEDICINEaviationmedicine.com
aviationmedicine.com
- Reference 14SEAPLANEseaplane.org
seaplane.org
- Reference 15FAASAFETYfaasafety.gov
faasafety.gov
- Reference 16AVIATIONWEATHERaviationweather.gov
aviationweather.gov
- Reference 17ICAOicao.int
icao.int







