use turbo to validate; remove double quotes from input

contracts/scripts/ci/find_slither_report_diff.sh

@@ -23,13 +23,13 @@ else
   validation_prompt_path=""
 fi
 
-first_report_content=$(cat "$first_report_path" | sed 's/"/\\"/g' | sed -E 's/\\+$//g' | sed -E 's/\\+ //g')
-second_report_content=$(cat "$second_report_path" | sed 's/"/\\"/g' | sed -E 's/\\+$//g' | sed -E 's/\\+ //g')
+first_report_content=$(cat "$first_report_path" | sed 's/"//g' | sed -E 's/\\+$//g' | sed -E 's/\\+ //g')
+second_report_content=$(cat "$second_report_path" | sed 's/"//g' | sed -E 's/\\+$//g' | sed -E 's/\\+ //g')
 openai_prompt=$(cat "$report_prompt_path" | sed 's/"/\\"/g' | sed -E 's/\\+$//g' | sed -E 's/\\+ //g')
 openai_model="gpt-4o"
 openai_result=$(echo '{
   "model": "'$openai_model'",
-  "temperature": 0.1,
+  "temperature": 0.01,
   "messages": [
     {
       "role": "system",
@@ -57,11 +57,12 @@ echo "$new_issues_report_content" > "$new_issues_report_path"
 
 if [[ -n "$validation_prompt_path" ]]; then
   echo "::debug::Validating the diff report using the validation prompt"
-  report_input=$(echo "$new_issues_report_content" | sed 's/"/\\"/g' | sed -E 's/\\+$//g' | sed -E 's/\\+ //g')
+  openai_model="gpt-4-turbo"
+  report_input=$(echo "$new_issues_report_content" | sed 's/"//g' | sed -E 's/\\+$//g' | sed -E 's/\\+ //g')
   validation_prompt_content=$(cat "$validation_prompt_path" | sed 's/"/\\"/g' | sed -E 's/\\+$//g' | sed -E 's/\\+ //g')
   validation_result=$(echo '{
     "model": "'$openai_model'",
-    "temperature": 0.1,
+    "temperature": 0.01,
     "messages": [
       {
         "role": "system",
@@ -87,5 +88,7 @@ if [[ -n "$validation_prompt_path" ]]; then
 
   echo "$response_content" | sed -e 's/^ -/  -/g' >> "$new_issues_report_path"
   echo "" >> "$new_issues_report_path"
-  echo "*Confidence rating presented above is an automatic validation (self-check) of the differences between two reports generated by ChatGPT ${openai_model} model*." >> "$new_issues_report_path"
+  echo "*Confidence rating presented above is an automatic validation (self-check) of the differences between two reports generated by ChatGPT ${openai_model} model. It has a scale of 1 to 5, where 1 means that all new issues are missing and 5 that all new issues are present*." >> "$new_issues_report_path"
+  echo "" >> "$new_issues_report_path"
+  echo "*If confidence rating is low it's advised to look for differences manually by downloading Slither reports for base reference and current commit from job's artifacts*." >> "$new_issues_report_path"
 fi