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chore(letsplot): update quality score 87 and review feedback for column-stratigraphic
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plots/column-stratigraphic/implementations/letsplot.py

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"""pyplots.ai
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""" pyplots.ai
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column-stratigraphic: Stratigraphic Column with Lithology Patterns
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Library: letsplot 4.9.0 | Python 3.14.3
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Quality: 82/100 | Created: 2026-03-15
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Quality: 87/100 | Created: 2026-03-15
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"""
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# ruff: noqa: F405
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plots/column-stratigraphic/metadata/letsplot.yaml

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library: letsplot
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specification_id: column-stratigraphic
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created: '2026-03-15T23:02:48Z'
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updated: '2026-03-15T23:16:07Z'
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updated: '2026-03-15T23:26:32Z'
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generated_by: claude-opus-4-5-20251101
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workflow_run: 23121198898
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issue: 4573
@@ -10,108 +10,103 @@ library_version: 4.9.0
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preview_url: https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot.png
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preview_thumb: https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot_thumb.png
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preview_html: https://storage.googleapis.com/pyplots-images/plots/column-stratigraphic/letsplot/plot.html
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quality_score: 82
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quality_score: 87
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review:
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strengths:
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- Excellent spec compliance with all required features including 5 distinct lithology
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patterns, formation labels, age labels, depth scale, and unconformity wavy line
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- Domain-appropriate data with realistic geological formation names, ages, and sedimentary
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sequence
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- Good use of pattern overlays to approximate standard geological symbols
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- Clean procedural code structure with deterministic data
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- Interactive tooltips showing lithology, depth, thickness, formation, and age details
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patterns, formation names, age labels with brackets, and wavy unconformity line
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- Realistic geologically plausible data with proper formation names and age progression
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- Good use of lets-plot distinctive features (layer_tooltips, flavor_high_contrast_light)
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- Clean deterministic code with appropriate complexity for pattern generation
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- Strong visual hierarchy with red unconformity as focal point
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weaknesses:
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- Unused boundaries_df variable (dead code at lines 169-172)
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- Pattern overlays are somewhat subtle due to low alpha values reducing geological
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readability
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- Formation label font size (12) and age label font size (13) are noticeably smaller
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than axis text (16)
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- Limited use of lets-plot-specific distinctive features
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image_description: 'The plot shows a vertical stratigraphic column spanning 0-260
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meters depth with 10 geological layers. The y-axis is labeled "Depth (m)" increasing
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downward. Each layer is a colored rectangle: Sandstone in yellow (#F5D76E), Shale
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in gray (#7A7A7A), Limestone in blue (#6BAED6), Siltstone in tan/brown (#C4956A),
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and Conglomerate in pink/red (#D4726A). Each lithology has distinctive pattern
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overlays - stipple dots for sandstone, horizontal dashes for shale, brick pattern
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(horizontal + offset vertical lines) for limestone, tilted dashes for siltstone,
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and open circles for conglomerate. Formation names (e.g., "Basal Sand Fm", "Dark
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Shale Mbr") are labeled on the right side. Geological age labels (Triassic, Jurassic,
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Cretaceous, Paleogene) appear in italics on the left with bracket indicators.
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Dashed horizontal lines mark age boundaries at 35m and 195m, and a red wavy line
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at ~110m marks an unconformity at the Jurassic/Cretaceous boundary. A legend at
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bottom shows all 5 lithology types. Title reads "column-stratigraphic · letsplot
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· pyplots.ai". White background with subtle horizontal grid lines.'
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- Some lithology patterns (siltstone dashes, sandstone stipple) could be denser
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for better visual distinction
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- Layout has some wasted horizontal space due to wide x-axis range
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- Design excellence could be higher with more refined boundary styling
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image_description: 'The plot displays a vertical stratigraphic column spanning 0-260m
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depth (increasing downward). Ten geological layers are shown as colored rectangular
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blocks: yellow (Sandstone), gray (Shale), blue (Limestone), tan/brown (Siltstone),
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and pink/red (Conglomerate). Each lithology type has a distinctive overlay pattern
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- stipple dots for sandstone, horizontal dashes for shale, brick pattern (horizontal
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+ offset vertical lines) for limestone, tilted short dashes for siltstone, and
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open circles for conglomerate. Formation names (e.g., "Basal Sand Fm", "Reef Limestone
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Fm") appear to the right of each layer. Age labels ("Triassic", "Jurassic", "Cretaceous",
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"Paleogene") in italics with bracket indicators appear on the left side. A red
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wavy unconformity line at approximately 110m depth is labeled "Unconformity" in
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bold red text. Dashed horizontal lines mark non-unconformity age boundaries at
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35m and 195m. The legend at the bottom shows all 5 lithology types with their
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color swatches. The title reads "column-stratigraphic · letsplot · pyplots.ai"
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in bold at the top. The Y-axis is labeled "Depth (m)" with tick marks every 20m.'
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criteria_checklist:
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visual_quality:
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score: 26
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score: 27
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max: 30
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items:
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- id: VQ-01
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name: Text Legibility
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score: 7
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max: 8
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passed: true
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comment: Font sizes explicitly set. Formation labels (size=12) and age labels
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(size=13) slightly small relative to axis text (16).
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comment: Font sizes explicitly set (title=24, axis_title=20, axis_text=16,
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legend=14-16, formation=14, age=15). All readable; formation labels slightly
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small at 14pt.
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- id: VQ-02
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name: No Overlap
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score: 6
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max: 6
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passed: true
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comment: No overlapping text. Labels well-positioned on left and right sides.
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comment: No overlapping text elements. Labels well-separated.
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- id: VQ-03
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name: Element Visibility
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score: 5
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max: 6
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passed: true
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comment: Layer rectangles clear. Lithology patterns somewhat subtle due to
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low alpha values (0.4-0.55).
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comment: Lithology patterns visible and distinguishable. Some patterns slightly
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sparse.
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- id: VQ-04
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name: Color Accessibility
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score: 3
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score: 4
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max: 4
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passed: true
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comment: Five distinct colors with patterns aiding differentiation. Yellow/brown
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could challenge some color vision deficiencies.
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comment: Five distinct colorblind-safe colors with good contrast.
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- id: VQ-05
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name: Layout & Canvas
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score: 3
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max: 4
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passed: true
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comment: Good use of space with labels on both sides. 16:9 landscape slightly
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wider than ideal for vertical column.
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comment: Column fills center well. Some unused space at far left/right margins.
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- id: VQ-06
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name: Axis Labels & Title
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score: 2
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max: 2
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passed: true
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comment: Title in correct format. Y-axis 'Depth (m)' with units. X-axis appropriately
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hidden.
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comment: Y-axis labeled Depth (m) with units. X-axis intentionally blank.
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design_excellence:
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score: 12
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score: 13
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max: 20
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items:
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- id: DE-01
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name: Aesthetic Sophistication
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score: 5
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max: 8
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passed: true
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comment: Custom domain-appropriate palette. Lithology patterns add visual
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interest. Above defaults but not publication-quality.
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comment: Custom lithology palette, pattern overlays, good typography hierarchy.
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Above defaults but not publication-flagship.
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- id: DE-02
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name: Visual Refinement
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score: 4
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max: 6
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passed: true
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comment: theme_minimal() with x-axis removed, subtle grid, age brackets add
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structural refinement.
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comment: flavor_high_contrast_light theme, subtle y-grid, x-axis removed,
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white background.
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- id: DE-03
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name: Data Storytelling
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score: 3
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score: 4
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max: 6
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passed: true
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comment: Unconformity wavy line creates focal point. Age groupings guide viewer.
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Above default but could be stronger.
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comment: Red unconformity creates focal point. Age brackets guide viewer through
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geological time.
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spec_compliance:
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score: 15
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max: 15
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score: 5
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max: 5
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passed: true
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comment: Correct vertical stratigraphic column with stacked rectangular blocks.
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comment: Correct vertical stratigraphic column with stacked blocks and lithology
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patterns.
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- id: SC-02
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name: Required Features
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score: 4
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max: 4
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passed: true
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comment: 'All features present: 5 lithology patterns, formation names, age
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labels, depth scale, unconformity.'
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comment: 'All spec features present: 5 lithology patterns, depth downward,
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formation names, age labels, depth scale, layer boundaries, wavy unconformity.'
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- id: SC-03
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name: Data Mapping
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score: 3
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max: 3
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passed: true
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comment: Depth axis correctly increasing downward per spec.
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comment: Y-axis correctly maps depth, layers positioned by top/bottom values.
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- id: SC-04
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name: Title & Legend
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score: 3
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max: 3
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passed: true
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comment: Title format correct. Legend shows all 5 lithology types.
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data_quality:
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score: 14
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score: 15
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max: 15
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items:
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- id: DQ-01
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name: Feature Coverage
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score: 5
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score: 6
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max: 6
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passed: true
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comment: Shows all 5 lithology types across 4 geological periods with unconformity.
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Thickness variation could be more dramatic.
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comment: All 5 lithology types, varying thicknesses, 4 geological periods,
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unconformity and age boundaries.
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- id: DQ-02
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name: Realistic Context
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score: 5
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max: 5
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passed: true
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comment: Realistic geological formation names, plausible ages, reasonable
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sedimentary sequence.
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comment: Geologically plausible formation names and age progression. Neutral
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scientific context.
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- id: DQ-03
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name: Appropriate Scale
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score: 4
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max: 4
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passed: true
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comment: 0-260m depth realistic. Layer thicknesses 15-35m geologically plausible.
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comment: 0-260m depth range and 15-35m layer thicknesses are geologically
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reasonable.
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code_quality:
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score: 9
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score: 10
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max: 10
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items:
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- id: CQ-01
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name: KISS Structure
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score: 3
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max: 3
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passed: true
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comment: Procedural KISS structure.
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comment: 'Linear flow: imports, data, pattern generation, plot assembly, save.'
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- id: CQ-02
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name: Reproducibility
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score: 2
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max: 2
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passed: true
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comment: Fully deterministic data.
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comment: Fully deterministic data, no randomness.
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- id: CQ-03
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name: Clean Imports
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score: 2
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comment: All imports used.
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- id: CQ-04
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name: Code Elegance
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score: 1
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score: 2
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max: 2
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passed: false
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comment: Unused boundaries_df variable (dead code).
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passed: true
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comment: Well-structured pattern generation. No fake functionality.
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- id: CQ-05
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name: Output & API
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score: 1
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max: 1
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passed: true
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comment: Saves as plot.png with scale=3.
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comment: Saves as plot.png with scale=3. Current API.
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library_mastery:
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score: 6
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score: 7
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max: 10
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items:
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- id: LM-01
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name: Idiomatic Usage
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score: 4
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max: 5
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passed: true
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comment: Good ggplot grammar usage with proper aes(), scales, and theme customization.
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comment: Good grammar-of-graphics composition with proper aes mappings and
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layer composition.
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- id: LM-02
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name: Distinctive Features
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score: 2
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score: 3
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max: 5
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passed: false
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comment: Uses layer_tooltips() (lets-plot specific) and HTML export, but mostly
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generic ggplot patterns.
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passed: true
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comment: Uses layer_tooltips() and flavor_high_contrast_light(), lets-plot
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distinctive features.
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verdict: REJECTED
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impl_tags:
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dependencies: []

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