More fixes to pipeline logic

app.py

@@ -130,6 +130,7 @@ def main():
                                     horizontal = False)
 
             sens_level = sens_options[sens_input]
+            logger.info(f"Sensitivity level applied: {sens_level}")
 
         with st.expander("ℹ️ - About this app", expanded=False):
             st.write(

modules/pipeline.py

@@ -318,11 +318,11 @@ def process_data(uploaded_file, sens_level, azure_client, azure_deployment):
                         not any(sector in [x['SECTOR1'], x['SECTOR2']] for sector in sector_classes) or
                         x['word_length_check'] == True or
                         x['duplicate_check'] == True or
-                        x['pred_score'] <= sens_level )
+                        x['pred_score'] < sens_level)
         else 'PRE-ASSESSMENT' if sens_level <= x['pred_score'] <= sens_level+1
         else 'FULL-ASSESSMENT' if x['pred_score'] > sens_level+2
         else 'ERROR', axis=1)
-    logger.info(f"Sensitivity level applied: {sens_level}")
+    
     # Reorder columns in final dataframe
     column_order = ['id', 'organization', 'org_renamed', 'concept_count', 'duplicate_check', 'scope_txt', 'tech_txt', 'fin_txt', 'maf_funding', 'cont_public', 
                     'cont_private', 'cont_other', 'scope_lab1', 'scope_lab2', 'tech_lab1',