Fix typo in CPS's RMSD baseline: was 0.3Å, should have been 0.03Å

site/src/lib/RadarChart.svelte

@@ -287,10 +287,14 @@
     aria-label="Radar chart for adjusting metric weights"
   >
     <!-- Axes -->
-    {#each weights as weight, i}
-      {@const angle = (2 * Math.PI * i) / weights.length}
+    {#each weights as weight, idx}
+      {@const angle = (2 * Math.PI * idx) / weights.length}
       {@const x = center.x + Math.cos(angle) * radius * 0.8}
       {@const y = center.y + Math.sin(angle) * radius * 0.8}
+      {@const label_radius = idx === 2 ? radius * 1.0 : radius * 0.9}
+      {@const label_x = center.x + Math.cos(angle) * label_radius}
+      {@const label_y = center.y + Math.sin(angle) * label_radius}
+      {@const spacing = idx === 1 ? `1.5em` : `1.2em`}
 
       <line
         x1={center.x}
@@ -302,28 +306,29 @@
       />
 
       <!-- Axis labels -->
-      {@const label_x = center.x + Math.cos(angle) * radius * 0.9}
-      {@const label_y = center.y + Math.sin(angle) * radius * 0.9}
       <text
         x={label_x}
         y={label_y}
         text-anchor="middle"
         dominant-baseline="middle"
-        font-size="12"
-        fill="white"
+        font-size="14"
+        fill={colors[idx]}
       >
         <!-- Handle subscripts and superscripts manually since <sub> and <sup> are not supported in SVG -->
         {#if weight.label.includes(`<sub>`)}
           {@const parts = weight.label.split(/<sub>|<\/sub>/)}
           {parts[0]}
-          <tspan baseline-shift="sub" font-size="8">{parts[1]}</tspan>
+          <tspan baseline-shift="sub" font-size="10">{parts[1]}</tspan>
         {:else if weight.label.includes(`<sup>`)}
           {@const parts = weight.label.split(/<sup>|<\/sup>/)}
           {parts[0]}
-          <tspan baseline-shift="super" font-size="8">{parts[1]}</tspan>
+          <tspan baseline-shift="super" font-size="10">{parts[1]}</tspan>
         {:else}
           {@html weight.label}
         {/if}
+        <tspan dy={spacing} x={label_x} font-size="12" font-weight="bold"
+          >{(weight.value * 100).toFixed(0)}%</tspan
+        >
       </text>
     {/each}
 
@@ -390,40 +395,18 @@
       aria-label="Drag to adjust weight balance"
     />
   </svg>
-
-  <!-- Weight percentages display -->
-  <div class="weight-display">
-    {#each weights as weight, idx}
-      <div class="weight-item" style="color: {colors[idx]}">
-        <span class="weight-name">{@html weight.label}</span>
-        <span class="weight-value">{(weight.value * 100).toFixed(0)}%</span>
-      </div>
-    {/each}
-  </div>
 </div>
 
 <style>
   .radar-chart-container {
     display: flex;
     flex-direction: column;
     align-items: center;
-    padding: 0.5em;
+    padding: 0.2em;
+    margin: 0;
   }
   svg {
     touch-action: none; /* Prevents default touch behaviors */
     cursor: pointer; /* Show pointer cursor to hint clickability */
   }
-  .weight-display {
-    display: flex;
-    justify-content: space-around;
-    width: 100%;
-    margin-top: 0.3em;
-  }
-  .weight-item {
-    display: flex;
-    flex-direction: column;
-    place-items: center;
-    font-size: 0.8em;
-    font-weight: bold;
-  }
 </style>

site/src/lib/metrics.ts

@@ -102,7 +102,7 @@ export const [F1_DEFAULT_WEIGHT, RMSD_DEFAULT_WEIGHT, KAPPA_DEFAULT_WEIGHT] = [
 
 export const DEFAULT_COMBINED_METRIC_CONFIG: CombinedMetricConfig = {
   name: `CPS`,
-  description: `Combined Performance Score weighting discovery, structure optimization, and phonon performance`,
+  description: `Combined Performance Score weighting discovery (F1), structure optimization (RMSD), and phonon performance (κ<sub>SRME</sub>)`,
   weights: [
     {
       metric: `F1`,
@@ -131,14 +131,14 @@ function normalize_f1(value: number | undefined): number {
   return value // Already in [0,1] range
 }
 
-// RMSD is lower=better, with current models in the range of ~0.02-0.25 Å
+// RMSD is lower=better, with current models in the range of ~0.01-0.25 Å
 // We invert this so that better performance = higher score
 function normalize_rmsd(value: number | undefined): number {
   if (value === undefined || isNaN(value)) return 0
 
   // Fixed reference points for RMSD (in Å)
   const excellent = 0 // Perfect performance (atoms in exact correct positions)
-  const baseline = 0.3 // in Å, a reasonable baseline for poor performance given worst performing model at time of writing is AlphaNet-MPTrj at 0.0227 Å
+  const baseline = 0.03 // baseline for poor performance given worst performing model at time of writing is AlphaNet-MPTrj at 0.0227 Å
 
   // Linear interpolation between fixed points with clamping
   // Inverse mapping since lower RMSD is better
@@ -157,26 +157,19 @@ function normalize_kappa_srme(value: number | undefined): number {
   return Math.max(0, 1 - value / 2)
 }
 
-/**
- * Calculate a combined score using normalized metrics weighted by importance factors.
- * This uses fixed normalization reference points to ensure score stability when new models are added.
- *
- * Normalization reference points:
- * - F1: Already in [0,1] range, higher is better
- * - RMSD: 0.0Å (perfect) to 0.25Å (baseline), lower is better
- * - κ_SRME: Range [0,2] linearly mapped to [1,0], lower is better
- *
- * @param f1 F1 score for discovery
- * @param rmsd Root mean square displacement in Å
- * @param kappa Symmetric relative mean error for thermal conductivity
- * @param config Configuration with weights for each metric
- * @returns Combined score between 0-1, or NaN if any weighted metric is missing
- */
+// Calculate a combined score using normalized metrics weighted by importance factors.
+// This uses fixed normalization reference points to ensure score stability when new models are added.
+
+// Normalization reference points:
+// - F1 score for discovery already in [0,1] range, higher is better
+// - RMSD Root mean square displacement in range 0Å (perfect) to 0.03Å (baseline), lower is better
+// - κ_SRME symmetric relative mean error for lattice thermal conductivity,
+//    range [0,2] linearly mapped to [1,0], lower is better
 export function calculate_combined_score(
   f1: number | undefined,
   rmsd: number | undefined,
   kappa: number | undefined,
-  config: CombinedMetricConfig,
+  config: CombinedMetricConfig, // weights for each metric
 ): number {
   // Find weights from config by metric names
   const f1_weight =

site/src/routes/+page.svelte

@@ -162,8 +162,11 @@
         <div class="radar-container">
           <div class="radar-header">
             <span class="metric-name">{metric_config.name}</span>
-            <Tooltip text={metric_config.description}>
+            <Tooltip>
               <span class="info-icon">ⓘ</span>
+              {#snippet tip()}
+                {@html metric_config.description}
+              {/snippet}
             </Tooltip>
 
             <button
@@ -269,19 +272,15 @@
     max-width: 100%;
     background: var(--light-bg);
     border-radius: 4px;
-    padding: 0.2em 0.5em;
+    padding: 0.1em 0.3em;
     box-sizing: border-box;
   }
 
   .radar-header {
     display: flex;
     align-items: center;
-    gap: 0.5rem;
-  }
-
-  .metric-name {
-    font-weight: 600;
-    margin-right: 0.3em;
+    gap: 6pt;
+    font-weight: bold;
   }
 
   .info-icon {

site/tests/landing-page.test.ts

@@ -147,14 +147,10 @@ describe(`Landing Page`, () => {
     const axis_lines = document.body.querySelectorAll(`.radar-container svg line`)
     expect(axis_lines).toHaveLength(3)
 
-    // Check for weight display section
-    const weight_displays = document.body.querySelectorAll(`.weight-item`)
-    expect(weight_displays).toHaveLength(3)
-
-    // Check the default weight percentages
-    const weight_values = Array.from(document.body.querySelectorAll(`.weight-value`)).map(
-      (el) => el.textContent,
-    )
+    // Check the default weight percentages in SVG tspan elements
+    const weight_values = Array.from(
+      document.body.querySelectorAll(`.radar-container svg tspan:last-child`),
+    ).map((el) => el.textContent)
 
     // Should show the default weights (50%, 40%, 10%)
     expect(weight_values).toEqual([`50%`, `40%`, `10%`])