E02 · Buse/55

Full sample results

Scores

MethodScoreScaleDataset rank
(0–100)
GPT-6.1 Sol12.670–20; mean of three runs
17.2Δ 3.0
DeepSeek V4 Pro11.670–20; mean of three runs
23.2Δ 3.0
BTTF0.4460–1; higher is more readable
35.4Δ 15.2
Human2.721–5; original rating
20.2

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Source code

GPT-6.1 Sol explanations

Run 1 · 13/20

Code Structure: The null check, configuration lookup, loading, and conditional retrieval form a logical sequence, but the snippet ends without closing braces.

Nesting: Two conditional levels are manageable, though the initial indentation adds visual depth.

Clarity of intent: Descriptive names suggest lazy loading of a mission chip, but the incomplete branch leaves the final behavior unclear.

Code length: Concise, with no obvious redundancy.

Action granularity: Each statement performs one primary action; the graphics-configuration lookup contains a moderately long method chain.

Reading flow: Execution proceeds naturally from checking availability to loading and retrieving, with useful whitespace, but the abrupt ending interrupts comprehension.

Run 2 · 13/20

Code Structure: The null check, graphics configuration setup, loading, and expert-specific selection are logically organized, but the snippet is incomplete.

Nesting: Two conditional levels are manageable, though the unclosed blocks impede readability.

Clarity of intent: Descriptive names suggest lazy loading and selecting an expert mission chip; however, the relationship between loadMissionChip and the chip collections is implicit.

Code length: Concise overall, with a lengthy graphics-environment call chain.

Action granularity: Each statement performs one primary action, although configuration retrieval chains several calls.

Reading flow: Indentation and spacing support a natural progression, but the abrupt ending prevents readers from understanding the complete control flow.

Run 3 · 12/20

Code Structure: The initialization sequence is logically organized, but the snippet is incomplete and lacks closing braces.

Nesting: Two conditional levels are manageable.

Clarity of intent: Descriptive names make lazy loading and expert-chip selection understandable, though the missing remainder leaves the full behavior unclear.

Code length: Concise overall; the graphics-configuration lookup is somewhat long.

Action granularity: Each statement performs one main action, although the chained lookup combines several retrieval steps.

Reading flow: Indentation and spacing support a natural progression from checking to loading to selecting, but the abrupt ending disrupts readability.

BTTF feature contributions

Score 0.446 / 1