Upload app.py

app.py

@@ -243,8 +243,12 @@ def create_plot(data, label, reg_p, ai_p, overlap):
         tag = " ✅ OVERLAP" if overlap else ""
         fig.update_layout(title=f"{label}{tag}",
                           xaxis_title='Drive Amplitude (a.u.)', yaxis_title='Signal (a.u.)',
-                          height=650, margin=dict(l=60, r=40, t=60, b=60),
-                          legend=dict(x=0.01, y=0.99), font=dict(size=13),
+                          autosize=True, height=580,
+                          margin=dict(l=60, r=160, t=60, b=60),
+                          legend=dict(x=1.02, y=1, xanchor='left', yanchor='top',
+                                      bgcolor='rgba(255,255,255,0.8)', borderwidth=1),
+                          font=dict(size=13),
+                          xaxis=dict(autorange=True), yaxis=dict(autorange=True),
                           paper_bgcolor='rgba(0,0,0,0)', plot_bgcolor='rgba(0,0,0,0)')
         return fig
     except Exception as e:
@@ -388,7 +392,7 @@ def _empty_ws(msg=""):
 def fetch_next(username):
     if not username or not username.strip():
         return _empty_ws("⚠ Enter your username first.")
-    username = username.strip()
+    username = username.strip().title()
     if MONGO_COL is None:
         return _empty_ws("❌ MongoDB not connected.")
 
@@ -443,7 +447,7 @@ def submit_feedback(username, doc_id, overlap, model_preds,
                     data_r, c_data, fit_s, fit_reg, fit_ai, c_single, c_reg, c_ai):
     if not username or not username.strip():
         return _empty_ws("⚠ Enter your username.")
-    username = username.strip()
+    username = username.strip().title()
     if doc_id is None:
         return _empty_ws("⚠ No experiment loaded. Fetch first.")
     if MONGO_COL is None:
@@ -596,7 +600,7 @@ def _format_votes(evals, overlap):
 def fetch_conflict(username):
     if not username or not username.strip():
         return _empty_cr("⚠ Enter your username.")
-    username = username.strip()
+    username = username.strip().title()
     if MONGO_COL is None:
         return _empty_cr("❌ MongoDB not connected.")
     doc = MONGO_COL.find_one({'status': 'conflict'})
@@ -628,7 +632,7 @@ def fetch_conflict(username):
 def concede_vote(username, doc_id, evals_state):
     if not username or not doc_id or not evals_state:
         return _empty_cr("⚠ Invalid state.")
-    username = username.strip()
+    username = username.strip().title()
     other = next((ev for ev in evals_state if ev.get('username') != username), None)
     if not other:
         return _empty_cr("⚠ Could not find peer's vote.")
@@ -651,7 +655,7 @@ def submit_tiebreaker(username, doc_id, overlap, evals_state,
                       tb_data, tb_fit_s, tb_fit_r, tb_fit_a):
     if not username or not doc_id:
         return _empty_cr("⚠ Invalid state.")
-    username = username.strip()
+    username = username.strip().title()
     d = RATING_MAP.get(tb_data)
     if d is None:
         return _empty_cr("⚠ Rate Data Quality.")
@@ -776,12 +780,15 @@ def build_ui():
 
                 ws_status = gr.Markdown("")
 
-                # Plot + sidebar
+                # Graph — full width
+                ws_plot = gr.Plot()
+
+                # Experiment info + model confidence below graph
                 with gr.Row():
-                    ws_plot = gr.Plot(scale=3)
                     with gr.Column(scale=1):
                         ws_info = gr.Markdown("")
                         ws_ov_msg = gr.Markdown("")
+                    with gr.Column(scale=2):
                         ws_conf = gr.HTML("<p style='color:#888'>Fetch an experiment to begin.</p>")
 
                 gr.Markdown("---")