Add competing-risk evaluation and align ICASSP story

run_easycom_oracle_information.sh

@@ -146,11 +146,11 @@ screen_variants() {
     --protocol causal_valid_only
 }
 
-train_all_fixed_and_test() {
+configure_final_protocol() {
   if [[ "${EPOCHS}" != "4" ]]; then
-    echo "The final protocol requires EPOCHS=4, got ${EPOCHS}" >&2
-    exit 2
+    echo "Final protocol: overriding inherited EPOCHS=${EPOCHS} with EPOCHS=4" >&2
   fi
+  EPOCHS=4
 
   normalized_train=()
   for session in "${train_sessions[@]}"; do
@@ -166,8 +166,6 @@ train_all_fixed_and_test() {
   dev_sessions=()
   CHECKPOINT_ROOT="${FINAL_CHECKPOINT_ROOT:-${CHECKPOINT_ROOT}_train4_12_fixed4}"
   RESULT_ROOT="${FINAL_RESULT_ROOT:-${RESULT_ROOT}_train4_12_fixed4}"
-  train_variants
-  test_selected
 }
 
 test_selected() {
@@ -219,8 +217,10 @@ case "${stage}" in
     screen_variants
     ;;
   final)
+    configure_final_protocol
     prepare_oracles
-    train_all_fixed_and_test
+    train_variants
+    test_selected
     ;;
   test)
     test_selected