若水研究院

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Reading a model card

A Model Card is the smallest readable rating unit: one card = one world-model version × use-domain, always paired with evidence strength and run conditions.

Model card anatomyCallouts for use-domain, level, evidence strength, seven dimensions, and run conditions.MODEL CARDPrediction: driving & roboticsExample-WM · 2026.08Level2Evidence strength● ● ○Seven dims (sketch)Run conditionsN=1 · bf16 · RTX 409001Use-domain

The conclusion holds only inside this domain.

02Level

1 / 2 / 3 / NR: maturity, not a leaderboard place.

03Evidence strength

High / medium / low: how strong the evidence is—paired with level.

04Seven scores

Shown separately; never collapsed to one total.

05Run conditions

N, precision, GPU, …—the trust boundary on the card.

Schematic structure only—not a real rating. On production cards, level and evidence strength always share the screen.

Start with use-domain and model version—without them, numbers mean nothing. Then check that level and evidence strength appear together.

The seven-dimension radar or table is detail, not a total. Deployers should watch uncertainty calibration and failure boundary closely.

Run conditions answer under which hardware, precision, and sample regime the number was obtained. With a subset or N=1, do not over-read strength.

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