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participation_stats

src.models.committees.participation_stats

Participation statistics schema.

Generated by generate_participation_stats.py → participation_stats.json.

ConferenceYearStats

Bases: BaseModel

Participation stats for a single conference-year.

Source code in src/models/committees/participation_stats.py 
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class ConferenceYearStats(BaseModel):
    """Participation stats for a single conference-year."""

    conference: str = Field(
        description="Conference abbreviation, e.g. 'ACSAC', 'OSDI', 'USENIXSEC'.", examples=["OSDI"]
    )
    year: int = Field(description="Calendar year, e.g. 2023.", examples=[2023])
    category: str = Field(description="Research area category: 'systems' or 'security'.")
    venue_type: str = Field(
        description="Venue type: 'conference' for main conferences, 'workshop' for co-located workshops.",
        examples=["conference"],
    )
    total_papers: int = Field(
        ge=0,
        description="Total accepted papers in this conference-year (including those without artifacts).",
        examples=[42],
    )
    ae_papers: int = Field(
        ge=0, description="Number of papers that participated in the artifact evaluation process.", examples=[35]
    )
    participation_pct: float = Field(
        ge=0,
        le=100,
        description="AE participation rate: (ae_papers / total_papers) * 100.",
        examples=[85.0],
    )
    available: int = Field(ge=0, description="Number of papers that received the 'available' badge.", examples=[30])
    functional: int = Field(ge=0, description="Number of papers that received the 'functional' badge.", examples=[25])
    reproduced: int = Field(ge=0, description="Number of papers that received the 'reproduced' badge.", examples=[18])
    available_pct: float = Field(
        ge=0,
        le=100,
        description="Percentage of total papers with 'available' badge: (available / total_papers) * 100.",
        examples=[90.0],
    )
    functional_pct: float = Field(
        ge=0,
        le=100,
        description="Percentage of total papers with 'functional' badge: (functional / total_papers) * 100.",
        examples=[83.3],
    )
    reproduced_pct: float = Field(
        ge=0,
        le=100,
        description="Percentage of total papers with 'reproduced' badge: (reproduced / total_papers) * 100.",
        examples=[60.0],
    )

    model_config = {"extra": "forbid"}

AreaTrend

Bases: BaseModel

Trend data for a research area over time.

Source code in src/models/committees/participation_stats.py 
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class AreaTrend(BaseModel):
    """Trend data for a research area over time."""

    years: list[int] = Field(
        description="List of years in chronological order, e.g. [2017, 2018, ..., 2026].", examples=[[2021, 2022, 2023]]
    )
    participation_pct: list[float] = Field(
        description="AE participation rate per year (%), parallel to the years list.",
        examples=[85.0],
    )
    available_pct: list[float] = Field(
        description="Available badge rate per year (%), parallel to the years list.", examples=[90.0]
    )
    functional_pct: list[float] = Field(
        description="Functional badge rate per year (%), parallel to the years list.", examples=[83.3]
    )
    reproduced_pct: list[float] = Field(
        description="Reproduced badge rate per year (%), parallel to the years list.", examples=[60.0]
    )

    model_config = {"extra": "forbid"}

ParticipationStats

Bases: BaseModel

Artifact evaluation participation rates per conference-year, with area-level trends over time.

Source code in src/models/committees/participation_stats.py 
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class ParticipationStats(BaseModel):
    """Artifact evaluation participation rates per conference-year, with area-level trends over time."""

    by_conference_year: list[ConferenceYearStats] = Field(
        description="Per-conference-year breakdown with paper counts and badge statistics."
    )
    by_area: dict[str, AreaTrend] = Field(
        description="Trend data keyed by area: 'security' and 'systems'. Each has parallel year/rate arrays."
    )

    model_config = {"extra": "forbid"}