The model (analysis/bicorder_model.json) maps a positive LDA score to
cluster 2 = Institutional/Bureaucratic = "formal", but ldaScoreToScale
added the score (5 + score*4/3), sending formal/institutional protocols
toward 9 (informal) and vice versa. bicorder.json defines this gradient
as 1 = formal, 9 = informal, so the score must be subtracted.
- Flip the sign: value = 5 - (ldaScore * 4/3); correct the doc comment to
state the model's actual sign convention
- Rename calculateBureaucratic -> calculateFormalInformal and update the
stale analysisOrder comment, matching bicorder.json's formal/informal terms
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Replace the click-anywhere ASCII bar (whose hit-mapping was offset from
the displayed marker, so taps registered the wrong value) with a track of
nine discrete, exact tap targets that fill from the center outward to the
selection: [----==#--]. Direction and distance from center read at a glance.
- Exact per-position selection on touch and desktop; no more position math
- Keyboard support (arrows/Home/End), scoped so it doesn't trigger
the app-level screen navigation
- Center the bar and slim mobile padding so the full track fits narrow
viewports
- Apply the same control to the manual analysis gradient; render the
automated ones as a matching read-only, dimmed display
- Add a subtle gray "Value: #" indicator below the buttons on the
diagnostic gradients, matching the analysis screens
- Move the "auto-calculated" note under the ANALYSIS header instead of
after the value
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Remove the intermediate readings/ subdirectory level — dataset naming
(synthetic_YYYYMMDD, manual_YYYYMMDD) already encodes what the data is.
Update all path references across scripts and docs accordingly.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The web/ directory (bicorder-classifier.js, .d.ts, test-classifier.mjs)
was a prototype superseded by bicorder-app/src/bicorder-classifier.ts.
The only integration point between this analysis directory and the app is
bicorder_model.json, which Vite reads at build time.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Move all scripts to scripts/, web assets to web/, analysis results
into self-contained data/readings/<type>_<YYYYMMDD>/ directories
- Add data/readings/manual_20260320/ with 32 JSON readings from
git.medlab.host/ntnsndr/protocol-bicorder-data
- Add scripts/json_to_csv.py to convert bicorder JSON files to CSV
- Add scripts/sync_readings.sh for one-command sync + re-analysis of
any dataset backed by a .sync_source config file
- Add scripts/classify_readings.py to apply the LDA classifier to all
readings and save per-reading cluster assignments
- Add --min-coverage flag to multivariate_analysis.py for sparse/shortform
datasets; also applies in lda_visualization.py
- Fix lda_visualization.py NaN handling and 0-d array annotation bug
- Update README.md and WORKFLOW.md to document datasets, sync workflow,
shortform handling, and new scripts
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Prevent horizontal overflow with overflow-x: hidden on body. Make the
gradient bar fill its container in focused mode (width: 100%;
min-width: 0) rather than holding a fixed minimum width.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Raise responsive layout breakpoints from 768px to 900px across all
components. This ensures narrow desktop browser windows (769–900px)
get the stacked, single-column layout rather than the three-column
grid that was too wide for those widths. The 768px breakpoint in
app.css is kept as-is since it only adjusts font sizes for iOS.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Both export_model_for_js.py and bicorder_classifier.py now read
DIMENSIONS and KEY_DIMENSIONS directly from bicorder.json at runtime,
so the model stays in sync whenever gradient terms are renamed or
added. A COLUMN_RENAMES dict handles historical CSV column name
changes. The model now includes bicorder_version so the app's version
check works correctly.
Regenerated bicorder_model.json against bicorder.json v1.2.6 with
correct dimension names, 9 key dimensions from shortform flags, and
updated thresholds.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Remove user-select: none from body, keeping it only on interactive
elements (buttons, sliders, tooltips) where it prevents accidental
selection during interaction.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Move the upload confirmation dialog above the action buttons so it's
immediately visible, and add overflow-safe CSS to prevent text from
spilling outside the dialog box on mobile.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Nathan Schneider
ntnsndr