| Road centreline geometry | observed | 2.0, 3.2 | Length, turn and geometry calculations | OpenStreetMap way coordinates or reviewed fallback geometry | WGS84 coordinates | Mapped centreline geometry is not a surveyed lane path. |
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| Curvature and equivalent radius | derived | 2.0, 3.2 | Curve demand and local geometry evidence | Selected road geometry using the applicable model method | m⁻¹ and m | Sparse or unsupported geometry can make a local estimate unavailable. |
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| Surface and friction | observed | 2.0, 3.2 | Curve/friction and braking comparisons | OSM surface tag where available; visible model fallback otherwise | dimensionless coefficient | Actual tyre-road friction is not measured live. |
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| Friction fallback | fallback | 2.0, 3.2 | Curve/friction and braking comparisons when surface evidence is incomplete | Versioned model constant | dimensionless coefficient | A fallback keeps the calculation available but is not an observation of the road. |
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| Reaction time | selected | 2.0, 3.2 | Reaction distance and total stopping-distance comparison | Active scenario or vehicle profile | s | Does not observe an individual driver's response. |
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| Weather and visibility | selected | 2.0, 3.2 | Friction, visibility and scenario factors | User-selected scenario | Not applicable | Not a live weather observation or claim about past conditions. |
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| Behaviour settings | selected | 2.0, 3.2 | Reaction, speed and scenario factors | User-selected scenario | Not applicable | Fatigue, distraction, alcohol and overspeed settings do not describe real drivers at the location. |
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| Road classification | observed | 2.0, 3.2 | Road context, speed fallback and exposure proxy | OpenStreetMap highway tag | Not applicable | Road class is not measured traffic exposure. |
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| Speed context | observed | 2.0, 3.2 | Lateral demand and stopping-distance comparison | OSM maxspeed tag where interpretable; visible fallback otherwise | km/h | A tag or fallback is not evidence of actual vehicle speed. |
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| Traffic exposure proxy | derived | 2.0, 3.2 | Comparative output context | Road class and versioned model rules | Not applicable | It is not an AADT measurement and cannot replace measured exposure in empirical evaluation. |
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